Rule 118
c.13 <= 3.8e-12
c.13.1 > 3.8e-12
-> class mips_67_04_07 "anion transporters (Cl, SO4, PO4, etc.)"
Evaluation on training data (3968 items):
at_At1g22150 mips_35_03_05 "sulfate tansporter Sultr1;3 (Sultr1;3)"
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At1g23090 mips_35 "putative sulphate transporter protein"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04
mips_67_04_07
mips_67_04_07_05
at_At3g12520 mips_35 "putative protein"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At4g02700 mips_35 "sulfate transporter protein"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'mips_67_04_07': 18/3968 (0.45%)
Evaluation on validation data (1980 items):
at_At1g77990 mips_13_01 "putative sulfate transporter (At1g77990)"
mips_13_01_03
mips_13_01_03_05
mips_67_04_07
at_At3g15990 mips_35 "putative sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At5g19600 mips_35 "sulfate transporter (Sultr3;5)"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04
mips_67_04_07
mips_67_04_07_05
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_67_04_07': 10/1980 (0.51%)
Evaluation on propertest data (3048 items):
at_At1g78000 mips_35 "sulfate transporter (Sultr1;2)"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At4g08620 mips_35 "putative sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At5g10180 mips_35 "sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At5g13550 mips_35 "sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04
mips_67_04_07
mips_67_04_07_05
Propertest Accuracy: 4/4 (100.00%)
Propertest Frequency class 'mips_67_04_07': 10/3048 (0.33%)
New (unknown) data (1980 items):
------------------
Rule 1317
a.116.1 <= 1.4e-22
b.55 > 0.012
-> class mips_62_02_05 "regulator of G-protein signalling"
Evaluation on training data (3968 items):
at_At3g11490 mips_10_01_99 "putative rac GTPase activating protein"
mips_62_02_01_01
mips_62_02_05
mips_63_21
mips_63_21_01
at_At4g03100 mips_20_25_01 "putative rac GTPase activating protein"
mips_20_25_01_01
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_05
mips_63_06
Training Accuracy: 2/2 (100.00%)
Training Frequency class 'mips_62_02_05': 10/3968 (0.25%)
Evaluation on validation data (1980 items):
at_At2g46710 mips_10_01_05 "putative rac GTPase activating protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_01_05_05_03
mips_10_05
mips_10_05_02
mips_10_05_02_24
mips_11_07
mips_11_07_07
mips_11_07_07_03
mips_13_05
mips_30_04
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_01
mips_62_02_05
mips_63_21
mips_63_21_01
at_At5g22400 mips_10_01 "rac GTPase activating protein"
mips_10_01_01
mips_10_01_05
mips_30
mips_30_04
mips_40_03
mips_40_04
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_05
mips_63_21
mips_63_21_01
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_62_02_05': 5/1980 (0.25%)
Evaluation on propertest data (3048 items):
at_At1g08340 mips_10_01_05_05 "unknown protein"
mips_10_01_05_05_01
mips_10_01_05_05_03
mips_10_05_02
mips_10_05_02_24
mips_11_07_07
mips_11_07_07_03
mips_13_05
mips_62_02_01_01
mips_62_02_05
mips_63_06
at_At2g27440 mips_20_25_01 "putative rac GTPase activating protein"
mips_20_25_01_01
mips_62_02_01_01
mips_62_02_05
mips_63_06
at_At5g61530 mips_10_01 "unknown protein"
mips_10_01_01
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_05
mips_63_21
mips_63_21_01
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'mips_62_02_05': 4/3048 (0.13%)
New (unknown) data (1980 items):
------------------
Rule 815
a.118.7 <= 5.4e-11
-> class mips_62_02_07 "regulator of receptor activity"
Evaluation on training data (3968 items):
at_At1g22300 mips_10_05_02 "unknown protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g10450 mips_20_25_01 "14-3-3 regulatory protein"
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
Training Accuracy: 2/2 (100.00%)
Training Frequency class 'mips_62_02_07': 11/3968 (0.28%)
Evaluation on validation data (1980 items):
at_At1g35160 mips_13_01_01_01 "32kDa endonuclease, putative"
mips_13_11
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At4g09000 mips_10_05_01 "14-3-3-like protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g10450 mips_10_05_01 "14-3-3-like protein AFT1"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_62_02_07': 5/1980 (0.25%)
Evaluation on propertest data (3048 items):
at_At1g22290 mips_10_05_02 "hypothetical protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g26480 mips_13_01_01 "14-3-3 protein epsilon, putative"
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g34760 mips_10_05_02 "putative protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78220 mips_10_05_01 "putative 14-3-3 protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78300 mips_13_11_03 "putative tyrosine activation protein"
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g42590 mips_10_05_01 "14-3-3 regulatory protein (GF14 mu)"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At5g16050 mips_20 "14-3-3-LIKE PROTEIN GF14 UPSILON"
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g38480 mips_13_01 "14-3-3 protein homolog RCI1 (pir||S47969)"
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At5g65430 mips_10_05_01 "GF14 Kappa isoform"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'mips_62_02_07': 13/3048 (0.43%)
New (unknown) data (1980 items):
------------------
Rule 95
b.1.11 <= 3.8e-16
-> class mips_08_07_99 "other vesicular trafficking pathways"
Evaluation on training data (3968 items):
at_At1g51270 mips_05 "unknown protein"
mips_06
mips_06_04
mips_08
mips_08_07
mips_08_07_27
mips_08_07_99
mips_10
mips_10_01
mips_10_05
mips_10_05_99
mips_13
mips_13_05
mips_40_02
mips_40_09
mips_63
mips_63_07
mips_98
at_At2g23830 mips_05 "unknown protein"
mips_06_04
mips_06_10
mips_08
mips_08_07
mips_08_07_27
mips_08_07_99
mips_10_05
mips_10_05_99
mips_13_05
mips_40_02
mips_40_09
mips_63_07
at_At3g60600 mips_08_07_27 "putative protein"
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
at_At4g21450 mips_06_10 "putative membrane associated protein"
mips_08_07_27
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
mips_63_07
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'mips_08_07_99': 7/3968 (0.18%)
Evaluation on validation data (1980 items):
at_At5g47180 mips_08_07 "VAMP (vesicle-associated membrane protein)-associated protein-like"
mips_08_07_27
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
mips_63_07
at_At5g54110 mips_06_10 "membrane associated protein"
mips_08_07
mips_08_07_27
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
mips_63_07
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_08_07_99': 6/1980 (0.30%)
Evaluation on propertest data (3048 items):
at_At1g08820 mips_01_05_04 "unknown protein"
mips_08_07_27
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
at_At2g45140 mips_08_07 "putative VAMP-associated protein"
mips_08_07_27
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
mips_63_07
Propertest Accuracy: 2/2 (100.00%)
Propertest Frequency class 'mips_08_07_99': 6/3048 (0.20%)
New (unknown) data (1980 items):
at_At4g00170 - no entry null
at_At4g05060 - no entry null
------------------
Rule 1047
d.15.7 <= 0.00018
-> class mips_08_07_03 "ER to golgi transport"
Evaluation on training data (3968 items):
at_At1g09580 mips_06_04 "unknown protein"
mips_08_07_03
mips_40_09
at_At1g26690 mips_08_07_03 "unknown protein"
mips_40_09
Training Accuracy: 2/2 (100.00%)
Training Frequency class 'mips_08_07_03': 5/3968 (0.13%)
Evaluation on validation data (1980 items):
at_At1g14010 mips_08_07 "putative transmembrane protein"
mips_08_07_03
mips_40_08
mips_40_09
at_At1g69460 mips_08_07 "putative protein"
mips_08_07_03
mips_40_08
mips_40_09
at_At3g29070 mips_08_07 "transmembrane trafficking protein, putative"
mips_08_07_03
mips_40_08
mips_40_09
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_08_07_03': 9/1980 (0.45%)
Evaluation on propertest data (3048 items):
Propertest Accuracy: 0/0 (0.00%)
Propertest Frequency class 'mips_08_07_03': 6/3048 (0.45%)
New (unknown) data (1980 items):
at_At2g03290 - mips_06_04 "putative Golgi-associated membrane trafficking protein"
mips_40_09
at_At2g03040 - mips_40_08 "unknown protein"
mips_40_09
------------------
Rule 816
a.118.7 <= 5.4e-11
-> class mips_63_13_03 "fatty acid binding (eg acyl-carrier protein)"
Evaluation on training data (3968 items):
at_At1g22300 mips_10_05_02 "unknown protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g10450 mips_20_25_01 "14-3-3 regulatory protein"
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
Training Accuracy: 2/2 (100.00%)
Training Frequency class 'mips_63_13_03': 2/3968 (0.05%)
Evaluation on validation data (1980 items):
at_At1g35160 mips_13_01_01_01 "32kDa endonuclease, putative"
mips_13_11
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At4g09000 mips_10_05_01 "14-3-3-like protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g10450 mips_10_05_01 "14-3-3-like protein AFT1"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_63_13_03': 5/1980 (0.25%)
Evaluation on propertest data (3048 items):
at_At1g22290 mips_10_05_02 "hypothetical protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g26480 mips_13_01_01 "14-3-3 protein epsilon, putative"
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g34760 mips_10_05_02 "putative protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78220 mips_10_05_01 "putative 14-3-3 protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78300 mips_13_11_03 "putative tyrosine activation protein"
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g42590 mips_10_05_01 "14-3-3 regulatory protein (GF14 mu)"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At5g16050 mips_20 "14-3-3-LIKE PROTEIN GF14 UPSILON"
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g38480 mips_13_01 "14-3-3 protein homolog RCI1 (pir||S47969)"
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At5g65430 mips_10_05_01 "GF14 Kappa isoform"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'mips_63_13_03': 14/3048 (0.46%)
New (unknown) data (1980 items):
------------------
Rule 311
a.39.1 <= 0.00087
c.25.1 <= 0.011
-> class mips_11_07_07 "oxygen and radical detoxification"
Evaluation on training data (3968 items):
at_At1g19230 mips_11_05 "hypothetical protein"
mips_11_05_03
mips_11_07_07
mips_14_01_03
mips_14_04
mips_25_05
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
at_At5g51060 mips_01_20_35 "respiratory burst oxidase protein"
mips_01_20_35_02
mips_02_11
mips_11_05_03
mips_11_07_07
mips_14_01
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
mips_67_15
at_At5g60010 mips_11_07_07 "respiratory burst oxidase protein - like"
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_11_07_07': 55/3968 (1.39%)
Evaluation on validation data (1980 items):
at_At1g09090 - mips_01_20_35 "putative respiratory burst oxidase protein B"
mips_01_20_35_02
mips_11_05_03
mips_11_07
mips_14_01
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_21
mips_63_21_05
mips_63_21_99
at_At1g64060 mips_11_07_07 "cytochrome b245 beta chain homolog RbohAp108"
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
at_At5g07390 mips_02 "respiratory burst oxidase protein A"
mips_02_11
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_07
mips_14_01
mips_14_01_03
mips_20
mips_37
mips_37_03
mips_37_03_13
mips_63_17
mips_63_17_01
mips_67_15
at_At5g47910 mips_01_20_35 "respiratory burst oxidase protein"
mips_01_20_35_02
mips_11_07_07
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'mips_11_07_07': 35/1980 (1.77%)
Evaluation on propertest data (3048 items):
at_At3g45810 mips_02 "respiratory burst oxidase - like protein"
mips_02_11
mips_11
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_07
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_25
mips_25_05
mips_37
mips_37_03
mips_37_03_13
mips_63
mips_63_17_01
mips_98
at_At4g25090 mips_01_20_35 "respiratory burst oxidase - like protein"
mips_01_20_35_02
mips_11_05
mips_11_07_07
mips_14_01_03
mips_14_04
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
mips_67
mips_67_15
Propertest Accuracy: 2/2 (100.00%)
Propertest Frequency class 'mips_11_07_07': 45/3048 (1.48%)
New (unknown) data (1980 items):
------------------
Rule 1192
b.84 <= 4.2e-13
c.43 > 0.019
-> class mips_63_21_15 "biotin binding"
Evaluation on training data (3968 items):
at_At1g52670 mips_01_06_01_05 "unknown protein"
mips_02_10
mips_63_21
mips_63_21_15
at_At2g37690 mips_01_01_01_15 "putative phosphoribosylaminoimidazole carboxylase"
mips_01_01_10
mips_01_01_10_04
mips_01_03_01
mips_01_06_01_05
mips_02_01
mips_02_10
mips_63_21
mips_63_21_15
at_At5g16390 mips_01_06_01 "biotin carboxyl carrier protein of acetyl-CoA carboxylase precursor (BCCP) (sp|Q42533)"
mips_01_06_01_05
mips_01_07
mips_02_01
mips_02_08
mips_63_21
mips_63_21_15
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_63_21_15': 4/3968 (0.10%)
Evaluation on validation data (1980 items):
at_At1g03090 mips_01_01_01_15 "putative 3-methylcrotonyl-CoA carboxylase"
mips_01_01_10_04
mips_63_21
mips_63_21_15
at_At1g32470 - mips_01_01 "glycine cleavage system H protein precursor, putative"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_04
at_At1g36160 mips_01_06_10 "hypothetical protein, 3' partial"
mips_63_21
mips_63_21_15
at_At2g35120 - mips_01_01_01_11 "glycine decarboxylase complex H-protein"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_04
at_At2g35370 - mips_01_01_01_11 "glycine decarboxylase complex H-protein"
mips_01_01_10_05
mips_01_01_10_05_04
at_At5g15530 mips_01_06_01_05 "biotin carboxyl carrier protein isoform 2 (BCCP2)"
mips_02_01
mips_02_08
mips_63_21
mips_63_21_15
Validation Accuracy: 3/6 (50.00%)
Validation Frequency class 'mips_63_21_15': 3/1980 (0.15%)
Evaluation on propertest data (3048 items):
at_At1g09830 mips_01_01_01 "putative phosphoribosylglycinamide synthetase"
mips_01_01_01_15
mips_01_01_10
mips_01_01_10_04
mips_01_03
mips_01_03_01
mips_01_03_01_03
mips_01_07
mips_63_21
mips_63_21_15
at_At5g35360 mips_01_01_01_15 "acetyl-CoA carboxylase"
mips_01_01_10_04
mips_01_06_01_05
mips_02_01
mips_02_10
mips_63_21
mips_63_21_15
Propertest Accuracy: 2/2 (100.00%)
Propertest Frequency class 'mips_63_21_15': 7/3048 (0.23%)
New (unknown) data (1980 items):
------------------
Rule 319
a.39.1 <= 0.00087
a.40.1 <= 5e-18
-> class mips_45_03_05 "connective tissue"
Evaluation on training data (3968 items):
at_At5g48460 mips_14_01_03 "fimbrin 2"
mips_14_01_03_99
mips_40_04_03
mips_40_04_05
mips_40_04_07
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_17_01
at_At5g55400 mips_14 "fimbrin"
mips_14_01
mips_14_01_03
mips_14_01_03_99
mips_40_04
mips_40_04_07
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_01
mips_63_17_01
Training Accuracy: 2/2 (100.00%)
Training Frequency class 'mips_45_03_05': 16/3968 (0.40%)
Evaluation on validation data (1980 items):
at_At2g04750 mips_14_01_03 "putative fimbrin"
mips_14_01_03_99
mips_40_04_07
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_17_01
at_At5g35700 mips_14_01 "fimbrin"
mips_14_01_03
mips_14_01_03_99
mips_40_04_07
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_17
mips_63_17_01
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_45_03_05': 9/1980 (0.45%)
Evaluation on propertest data (3048 items):
at_At4g26700 mips_14_01 "fimbrin-like protein (ATFIM1)"
mips_14_01_03
mips_14_01_03_99
mips_30_04
mips_30_04_03
mips_30_04_05
mips_30_04_07
mips_40_04_03
mips_40_04_05
mips_40_04_07
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_17
mips_63_17_01
Propertest Accuracy: 1/1 (100.00%)
Propertest Frequency class 'mips_45_03_05': 11/3048 (0.36%)
New (unknown) data (1980 items):
------------------
Rule 1064
g.38.1 <= 0.01
g.49 > 0.02
-> class mips_06_07_01 "modification with fatty acids (e.g. myristylation, palmitylation, farnesylation)"
Evaluation on training data (3968 items):
at_At2g40990 mips_06 "unknown protein"
mips_06_07_01
mips_08_19
mips_13
mips_13_11
mips_13_11_03
mips_13_11_03_07
mips_14_04
mips_14_04_03_03
at_At3g22180 - mips_08_19 "hypothetical protein"
mips_13_11_03
mips_13_11_03_07
mips_14_04_03
mips_14_04_03_03
at_At3g56920 mips_06_07_01 "putative protein"
mips_13_11_03
mips_13_11_03_07
mips_14_04_03_03
Training Accuracy: 2/3 (66.67%)
Training Frequency class 'mips_06_07_01': 5/3968 (0.13%)
Evaluation on validation data (1980 items):
at_At3g21880 - mips_62_02_01_01 "hypothetical protein"
at_At3g48760 mips_06_07 "putative protein"
mips_06_07_01
mips_08
mips_08_19
at_At4g00630 - mips_13_01 "putative potassium/H+ antiporter"
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g01730 mips_06_07_01 "hypothetical protein"
mips_08_19
mips_48
Validation Accuracy: 2/4 (50.00%)
Validation Frequency class 'mips_06_07_01': 2/1980 (0.10%)
Evaluation on propertest data (3048 items):
at_At3g26935 mips_06 "unknown protein, putative, 3' partial"
mips_06_07_01
mips_08_19
mips_13
mips_13_11
mips_13_11_03
mips_13_11_03_07
mips_14_04
mips_14_04_03_03
at_At3g56930 mips_06_07_01 "putative protein"
at_At4g24630 mips_06_07_01 "putative protein"
mips_08_19
at_At5g41060 mips_06_07_01 "putative protein"
mips_13_11
mips_13_11_03
mips_13_11_03_07
mips_14_04_03
mips_14_04_03_03
Propertest Accuracy: 4/4 (100.00%)
Propertest Frequency class 'mips_06_07_01': 6/3048 (0.20%)
New (unknown) data (1980 items):
at_At1g69420 - no entry null
at_At3g18620 - mips_08_19 "unknown protein"
at_At4g22750 - no entry null
at_At5g04270 - no entry null
at_At4g00840 - no entry null
------------------
Rule 313
a.39.1 <= 0.00087
c.25.1 <= 0.011
-> class mips_37_03_13 "dermis/cuticula"
Evaluation on training data (3968 items):
at_At1g19230 mips_11_05 "hypothetical protein"
mips_11_05_03
mips_11_07_07
mips_14_01_03
mips_14_04
mips_25_05
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
at_At5g51060 mips_01_20_35 "respiratory burst oxidase protein"
mips_01_20_35_02
mips_02_11
mips_11_05_03
mips_11_07_07
mips_14_01
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
mips_67_15
at_At5g60010 mips_11_07_07 "respiratory burst oxidase protein - like"
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_37_03_13': 7/3968 (0.18%)
Evaluation on validation data (1980 items):
at_At1g09090 mips_01_20_35 "putative respiratory burst oxidase protein B"
mips_01_20_35_02
mips_11_05_03
mips_11_07
mips_14_01
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_21
mips_63_21_05
mips_63_21_99
at_At1g64060 mips_11_07_07 "cytochrome b245 beta chain homolog RbohAp108"
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
at_At5g07390 mips_02 "respiratory burst oxidase protein A"
mips_02_11
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_07
mips_14_01
mips_14_01_03
mips_20
mips_37
mips_37_03
mips_37_03_13
mips_63_17
mips_63_17_01
mips_67_15
at_At5g47910 mips_01_20_35 "respiratory burst oxidase protein"
mips_01_20_35_02
mips_11_07_07
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_37_03_13': 8/1980 (0.40%)
Evaluation on propertest data (3048 items):
at_At3g45810 mips_02 "respiratory burst oxidase - like protein"
mips_02_11
mips_11
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_07
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_25
mips_25_05
mips_37
mips_37_03
mips_37_03_13
mips_63
mips_63_17_01
mips_98
at_At4g25090 mips_01_20_35 "respiratory burst oxidase - like protein"
mips_01_20_35_02
mips_11_05
mips_11_07_07
mips_14_01_03
mips_14_04
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
mips_67
mips_67_15
Propertest Accuracy: 2/2 (100.00%)
Propertest Frequency class 'mips_37_03_13': 9/3048 (0.30%)
New (unknown) data (1980 items):
------------------
Rule 117
c.13 <= 3.8e-12
c.13.1 > 3.8e-12
-> class mips_35_03_05 "connective tissue"
Evaluation on training data (3968 items):
at_At1g22150 mips_35_03_05 "sulfate tansporter Sultr1;3 (Sultr1;3)"
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At1g23090 mips_35 "putative sulphate transporter protein"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04
mips_67_04_07
mips_67_04_07_05
at_At3g12520 mips_35 "putative protein"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At4g02700 mips_35 "sulfate transporter protein"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'mips_35_03_05': 5/3968 (0.13%)
Evaluation on validation data (1980 items):
at_At1g77990 - mips_13_01 "putative sulfate transporter (At1g77990)"
mips_13_01_03
mips_13_01_03_05
mips_67_04_07
at_At3g15990 mips_35 "putative sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At5g19600 mips_35 "sulfate transporter (Sultr3;5)"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04
mips_67_04_07
mips_67_04_07_05
Validation Accuracy: 2/3 (66.67%)
Validation Frequency class 'mips_35_03_05': 3/1980 (0.15%)
Evaluation on propertest data (3048 items):
at_At1g78000 mips_35 "sulfate transporter (Sultr1;2)"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At4g08620 mips_35 "putative sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At5g10180 mips_35 "sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At5g13550 mips_35 "sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04
mips_67_04_07
mips_67_04_07_05
Propertest Accuracy: 4/4 (100.00%)
Propertest Frequency class 'mips_35_03_05': 4/3048 (0.13%)
New (unknown) data (1980 items):
------------------
Rule 94
b.1.11 <= 3.8e-16
-> class mips_08_07_27 "vesicle fusion"
Evaluation on training data (3968 items):
at_At1g51270 mips_05 "unknown protein"
mips_06
mips_06_04
mips_08
mips_08_07
mips_08_07_27
mips_08_07_99
mips_10
mips_10_01
mips_10_05
mips_10_05_99
mips_13
mips_13_05
mips_40_02
mips_40_09
mips_63
mips_63_07
mips_98
at_At2g23830 mips_05 "unknown protein"
mips_06_04
mips_06_10
mips_08
mips_08_07
mips_08_07_27
mips_08_07_99
mips_10_05
mips_10_05_99
mips_13_05
mips_40_02
mips_40_09
mips_63_07
at_At3g60600 mips_08_07_27 "putative protein"
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
at_At4g21450 mips_06_10 "putative membrane associated protein"
mips_08_07_27
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
mips_63_07
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'mips_08_07_27': 8/3968 (0.20%)
Evaluation on validation data (1980 items):
at_At5g47180 mips_08_07 "VAMP (vesicle-associated membrane protein)-associated protein-like"
mips_08_07_27
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
mips_63_07
at_At5g54110 mips_06_10 "membrane associated protein"
mips_08_07
mips_08_07_27
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
mips_63_07
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_08_07_27': 4/1980 (0.20%)
Evaluation on propertest data (3048 items):
at_At1g08820 mips_01_05_04 "unknown protein"
mips_08_07_27
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
at_At2g45140 mips_08_07 "putative VAMP-associated protein"
mips_08_07_27
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
mips_63_07
Propertest Accuracy: 2/2 (100.00%)
Propertest Frequency class 'mips_08_07_27': 7/3048 (0.23%)
New (unknown) data (1980 items):
at_At4g00170 - no entry null
at_At4g05060 - no entry null
------------------
Rule 96
b.1.11 <= 3.8e-16
-> class mips_10_05_99 "other transmembrane signal transduction mechanism"
Evaluation on training data (3968 items):
at_At1g51270 mips_05 "unknown protein"
mips_06
mips_06_04
mips_08
mips_08_07
mips_08_07_27
mips_08_07_99
mips_10
mips_10_01
mips_10_05
mips_10_05_99
mips_13
mips_13_05
mips_40_02
mips_40_09
mips_63
mips_63_07
mips_98
at_At2g23830 mips_05 "unknown protein"
mips_06_04
mips_06_10
mips_08
mips_08_07
mips_08_07_27
mips_08_07_99
mips_10_05
mips_10_05_99
mips_13_05
mips_40_02
mips_40_09
mips_63_07
at_At3g60600 mips_08_07_27 "putative protein"
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
at_At4g21450 mips_06_10 "putative membrane associated protein"
mips_08_07_27
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
mips_63_07
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'mips_10_05_99': 5/3968 (0.13%)
Evaluation on validation data (1980 items):
at_At5g47180 mips_08_07 "VAMP (vesicle-associated membrane protein)-associated protein-like"
mips_08_07_27
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
mips_63_07
at_At5g54110 mips_06_10 "membrane associated protein"
mips_08_07
mips_08_07_27
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
mips_63_07
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_10_05_99': 3/1980 (0.15%)
Evaluation on propertest data (3048 items):
at_At1g08820 mips_01_05_04 "unknown protein"
mips_08_07_27
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
at_At2g45140 mips_08_07 "putative VAMP-associated protein"
mips_08_07_27
mips_08_07_99
mips_10_05_99
mips_13_05
mips_40_09
mips_63_07
Propertest Accuracy: 2/2 (100.00%)
Propertest Frequency class 'mips_10_05_99': 3/3048 (0.10%)
New (unknown) data (1980 items):
at_At4g00170 - no entry null
at_At4g05060 - no entry null
------------------
Rule 810
a.118.7 <= 5.4e-11
-> class mips_20_25_07 "animal hormonal regulation"
Evaluation on training data (3968 items):
at_At1g22300 mips_10_05_02 "unknown protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g10450 mips_20_25_01 "14-3-3 regulatory protein"
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
Training Accuracy: 2/2 (100.00%)
Training Frequency class 'mips_20_25_07': 15/3968 (0.38%)
Evaluation on validation data (1980 items):
at_At1g35160 mips_13_01_01_01 "32kDa endonuclease, putative"
mips_13_11
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At4g09000 mips_10_05_01 "14-3-3-like protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g10450 mips_10_05_01 "14-3-3-like protein AFT1"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_20_25_07': 12/1980 (0.61%)
Evaluation on propertest data (3048 items):
at_At1g22290 mips_10_05_02 "hypothetical protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g26480 mips_13_01_01 "14-3-3 protein epsilon, putative"
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g34760 mips_10_05_02 "putative protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78220 mips_10_05_01 "putative 14-3-3 protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78300 mips_13_11_03 "putative tyrosine activation protein"
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g42590 mips_10_05_01 "14-3-3 regulatory protein (GF14 mu)"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At5g16050 mips_20 "14-3-3-LIKE PROTEIN GF14 UPSILON"
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g38480 mips_13_01 "14-3-3 protein homolog RCI1 (pir||S47969)"
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At5g65430 mips_10_05_01 "GF14 Kappa isoform"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'mips_20_25_07': 21/3048 (0.69%)
New (unknown) data (1980 items):
------------------
Rule 812
a.118.7 <= 5.4e-11
-> class mips_43_03_99 "other animal cell type localisation"
Evaluation on training data (3968 items):
at_At1g22300 mips_10_05_02 "unknown protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g10450 mips_20_25_01 "14-3-3 regulatory protein"
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
Training Accuracy: 2/2 (100.00%)
Training Frequency class 'mips_43_03_99': 7/3968 (0.18%)
Evaluation on validation data (1980 items):
at_At1g35160 mips_13_01_01_01 "32kDa endonuclease, putative"
mips_13_11
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At4g09000 mips_10_05_01 "14-3-3-like protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g10450 mips_10_05_01 "14-3-3-like protein AFT1"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_43_03_99': 10/1980 (0.51%)
Evaluation on propertest data (3048 items):
at_At1g22290 mips_10_05_02 "hypothetical protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g26480 mips_13_01_01 "14-3-3 protein epsilon, putative"
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g34760 mips_10_05_02 "putative protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78220 mips_10_05_01 "putative 14-3-3 protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78300 mips_13_11_03 "putative tyrosine activation protein"
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g42590 mips_10_05_01 "14-3-3 regulatory protein (GF14 mu)"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At5g16050 mips_20 "14-3-3-LIKE PROTEIN GF14 UPSILON"
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g38480 mips_13_01 "14-3-3 protein homolog RCI1 (pir||S47969)"
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At5g65430 mips_10_05_01 "GF14 Kappa isoform"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'mips_43_03_99': 13/3048 (0.43%)
New (unknown) data (1980 items):
------------------
Rule 318
a.39.1 <= 0.00087
a.40.1 <= 5e-18
-> class mips_40_04_07 "intermediate filaments"
Evaluation on training data (3968 items):
at_At5g48460 mips_14_01_03 "fimbrin 2"
mips_14_01_03_99
mips_40_04_03
mips_40_04_05
mips_40_04_07
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_17_01
at_At5g55400 mips_14 "fimbrin"
mips_14_01
mips_14_01_03
mips_14_01_03_99
mips_40_04
mips_40_04_07
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_01
mips_63_17_01
Training Accuracy: 2/2 (100.00%)
Training Frequency class 'mips_40_04_07': 3/3968 (0.08%)
Evaluation on validation data (1980 items):
at_At2g04750 mips_14_01_03 "putative fimbrin"
mips_14_01_03_99
mips_40_04_07
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_17_01
at_At5g35700 mips_14_01 "fimbrin"
mips_14_01_03
mips_14_01_03_99
mips_40_04_07
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_17
mips_63_17_01
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_40_04_07': 4/1980 (0.20%)
Evaluation on propertest data (3048 items):
at_At4g26700 mips_14_01 "fimbrin-like protein (ATFIM1)"
mips_14_01_03
mips_14_01_03_99
mips_30_04
mips_30_04_03
mips_30_04_05
mips_30_04_07
mips_40_04_03
mips_40_04_05
mips_40_04_07
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_17
mips_63_17_01
Propertest Accuracy: 1/1 (100.00%)
Propertest Frequency class 'mips_40_04_07': 2/3048 (0.07%)
New (unknown) data (1980 items):
------------------
Rule 303
a.158.1 <= 0.0034
d <= 0.02
-> class mips_43_03_03 "pigment cell"
Evaluation on training data (3968 items):
at_At1g25280 mips_10_01 ""
mips_10_01_05
mips_10_01_05_05
mips_10_05
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_02
mips_40_03
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47
mips_47_03
mips_47_03_02
mips_48
mips_63_09
at_At1g47270 mips_10_01_05 "unknown protein"
mips_10_01_05_05
mips_10_05
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_02
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47
mips_47_03
mips_47_03_02
mips_48
mips_63_09
at_At1g53320 mips_04 "tubby like protein (Tub family protein)"
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_05
mips_10_05
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_02
mips_40_03
mips_40_10
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47
mips_47_03
mips_47_03_02
mips_48
mips_63
mips_63_09
mips_98
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_43_03_03': 3/3968 (0.08%)
Evaluation on validation data (1980 items):
at_At1g23780 - mips_03 "unknown protein"
mips_03_03
mips_03_03_01
mips_06_07_05
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_14_04
mips_25_05
mips_63_01
at_At1g43640 mips_10_01_05_05 "putative protein"
mips_20_25_01
mips_20_25_01_01
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47_03_02
mips_48
mips_63_09
at_At2g18280 mips_04 "putative Tub family protein"
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_05
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_02
mips_40_03
mips_40_10
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47
mips_47_03
mips_47_03_02
mips_48
mips_63
mips_63_09
mips_98
Validation Accuracy: 2/3 (66.67%)
Validation Frequency class 'mips_43_03_03': 2/1980 (0.10%)
Evaluation on propertest data (3048 items):
at_At1g76900 mips_10_01_05_05 "hypothetical protein"
mips_20_25_01
mips_20_25_01_01
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47_03_02
mips_48
mips_63_09
at_At2g47900 mips_10_01_05 "Tub family like protein"
mips_10_01_05_05
mips_20_25_01
mips_20_25_01_01
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47_03_02
mips_48
mips_63_09
at_At5g18680 mips_10_01_05_05 "tub family-like protein"
mips_20_25_01
mips_20_25_01_01
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47_03_02
mips_48
mips_63_09
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'mips_43_03_03': 4/3048 (0.13%)
New (unknown) data (1980 items):
at_At1g59680 - no entry null
at_At1g66490 - no entry null
at_At1g77650 - no entry null
at_At3g49510 - no entry null
at_At3g49520 - no entry null
at_At4g12560 - no entry null
at_At5g51000 - no entry null
at_At1g47800 - no entry null
at_At1g54550 - no entry null
at_At1g61940 - no entry null
at_At4g17200 - no entry null
at_At1g47790 - no entry null
at_At1g78280 - no entry null
at_At3g59210 - no entry null
------------------
Rule 888
b.80.1 > 0.00074
b.87 <= 5.4e-18
-> class mips_08_16_05 "Type II protein secretion system (general secretory pathway, exocytosis)"
Evaluation on training data (3968 items):
at_At1g06870 mips_06_07_11 "chloroplast thylakoidal processing peptidase like protein"
mips_08_16
mips_08_16_05
mips_40_01
mips_40_30
at_At2g31140 mips_03_01_05 "hypothetical protein"
mips_03_01_05_01
mips_06_07_11
mips_08_16
mips_08_16_05
mips_30_16
at_At3g15710 mips_06_07_11 "putative signal peptidase 21kDa subunit"
mips_08_16
mips_08_16_05
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_08_16_05': 7/3968 (0.18%)
Evaluation on validation data (1980 items):
at_At1g06200 mips_03_01_05 "Unknown protein (At1g06200; F9P14.6)"
mips_03_01_05_01
mips_06
mips_06_07_11
mips_06_13
mips_08_16
mips_08_16_05
mips_30_16
at_At1g52600 mips_06_07_11 "unknown protein"
mips_08_16
mips_08_16_05
at_At2g30440 mips_06_04 "putative signal peptidase I"
mips_06_07
mips_06_07_11
mips_08
mips_08_16
mips_08_16_05
mips_30_16
mips_40_02
mips_40_16
mips_40_30
at_At3g08980 mips_03_01 "putative mitochondrial inner membrane protease subunit 2"
mips_03_01_05
mips_03_01_05_01
mips_06_04
mips_06_07
mips_06_07_11
mips_06_13
mips_08
mips_08_16
mips_08_16_05
mips_40_02
mips_40_16
mips_40_30
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_08_16_05': 8/1980 (0.40%)
Evaluation on propertest data (3048 items):
at_At1g29960 mips_03 "hypothetical protein"
mips_03_01
mips_03_01_05
mips_06_04
mips_06_07_11
mips_06_13
mips_08_16
mips_08_16_05
mips_30
mips_30_16
at_At1g53530 mips_03_01_05 "hypothetical protein"
mips_06_07_11
mips_08_16
mips_08_16_05
mips_30_16
at_At3g24590 mips_06_07_11 "chloroplast thylakoidal processing peptidase, putative"
mips_08_16
mips_08_16_05
mips_30_16
mips_40_30
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'mips_08_16_05': 6/3048 (0.20%)
New (unknown) data (1980 items):
------------------
Rule 477
b.47.1 <= 0.00048
-> class mips_14_04_09 "extracellular differentiation regulators"
Evaluation on training data (3968 items):
at_At1g66510 - mips_04_05_05_01 "putative protein"
at_At2g47940 mips_06_07_11 "DegP2 protease (DEGP2)"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g16540 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40560 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
Training Accuracy: 3/4 (75.00%)
Training Frequency class 'mips_14_04_09': 13/3968 (0.33%)
Evaluation on validation data (1980 items):
at_At3g16550 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g36950 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g39830 mips_06_07_11 "DegP protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_14_04_09': 7/1980 (0.35%)
Evaluation on propertest data (3048 items):
at_At1g51150 mips_06_07_11 "hypothetical protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At1g65630 - mips_06_01 "serine protease DO, putative"
mips_06_07
mips_06_07_11
mips_06_13
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_11_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_05
mips_40_07
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g65640 mips_06_07_11 "serine protease DO, putative"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g27925 mips_06_07_11 "DegP protease precursor, 5' partial"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
at_At5g27660 mips_06_07_11 "serine protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40200 mips_06 "putative serine protease (MSN9.10)"
mips_06_07
mips_06_07_11
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
mips_63
mips_63_01
Propertest Accuracy: 5/6 (83.33%)
Propertest Frequency class 'mips_14_04_09': 8/3048 (0.26%)
New (unknown) data (1980 items):
at_At1g28320 - no entry null
at_At4g18370 - no entry null
------------------
Rule 479
b.47.1 <= 0.00048
-> class mips_40_27_99 "other extracellular components"
Evaluation on training data (3968 items):
at_At1g66510 - mips_04_05_05_01 "putative protein"
at_At2g47940 mips_06_07_11 "DegP2 protease (DEGP2)"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g16540 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40560 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
Training Accuracy: 3/4 (75.00%)
Training Frequency class 'mips_40_27_99': 21/3968 (0.53%)
Evaluation on validation data (1980 items):
at_At3g16550 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g36950 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g39830 mips_06_07_11 "DegP protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_40_27_99': 8/1980 (0.40%)
Evaluation on propertest data (3048 items):
at_At1g51150 mips_06_07_11 "hypothetical protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At1g65630 - mips_06_01 "serine protease DO, putative"
mips_06_07
mips_06_07_11
mips_06_13
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_11_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_05
mips_40_07
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g65640 mips_06_07_11 "serine protease DO, putative"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g27925 mips_06_07_11 "DegP protease precursor, 5' partial"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
at_At5g27660 mips_06_07_11 "serine protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40200 mips_06 "putative serine protease (MSN9.10)"
mips_06_07
mips_06_07_11
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
mips_63
mips_63_01
Propertest Accuracy: 5/6 (83.33%)
Propertest Frequency class 'mips_40_27_99': 14/3048 (0.46%)
New (unknown) data (1980 items):
at_At1g28320 - no entry null
at_At4g18370 - no entry null
------------------
Rule 476
b.47.1 <= 0.00048
-> class mips_14_04_07 "animal cell differentiation (see 33 cell type differentiation)"
Evaluation on training data (3968 items):
at_At1g66510 - mips_04_05_05_01 "putative protein"
at_At2g47940 mips_06_07_11 "DegP2 protease (DEGP2)"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g16540 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40560 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
Training Accuracy: 3/4 (75.00%)
Training Frequency class 'mips_14_04_07': 23/3968 (0.58%)
Evaluation on validation data (1980 items):
at_At3g16550 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g36950 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g39830 mips_06_07_11 "DegP protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_14_04_07': 9/1980 (0.45%)
Evaluation on propertest data (3048 items):
at_At1g51150 mips_06_07_11 "hypothetical protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At1g65630 - mips_06_01 "serine protease DO, putative"
mips_06_07
mips_06_07_11
mips_06_13
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_11_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_05
mips_40_07
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g65640 mips_06_07_11 "serine protease DO, putative"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g27925 mips_06_07_11 "DegP protease precursor, 5' partial"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
at_At5g27660 mips_06_07_11 "serine protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40200 mips_06 "putative serine protease (MSN9.10)"
mips_06_07
mips_06_07_11
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
mips_63
mips_63_01
Propertest Accuracy: 5/6 (83.33%)
Propertest Frequency class 'mips_14_04_07': 11/3048 (0.36%)
New (unknown) data (1980 items):
at_At1g28320 - no entry null
at_At4g18370 - no entry null
------------------
Rule 887
b.80.1 > 0.00074
b.87 <= 5.4e-18
-> class mips_06_07_11 "protein processing (proteolytic)"
Evaluation on training data (3968 items):
at_At1g06870 mips_06_07_11 "chloroplast thylakoidal processing peptidase like protein"
mips_08_16
mips_08_16_05
mips_40_01
mips_40_30
at_At2g31140 mips_03_01_05 "hypothetical protein"
mips_03_01_05_01
mips_06_07_11
mips_08_16
mips_08_16_05
mips_30_16
at_At3g15710 mips_06_07_11 "putative signal peptidase 21kDa subunit"
mips_08_16
mips_08_16_05
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_06_07_11': 37/3968 (0.93%)
Evaluation on validation data (1980 items):
at_At1g06200 mips_03_01_05 "Unknown protein (At1g06200; F9P14.6)"
mips_03_01_05_01
mips_06
mips_06_07_11
mips_06_13
mips_08_16
mips_08_16_05
mips_30_16
at_At1g52600 mips_06_07_11 "unknown protein"
mips_08_16
mips_08_16_05
at_At2g30440 mips_06_04 "putative signal peptidase I"
mips_06_07
mips_06_07_11
mips_08
mips_08_16
mips_08_16_05
mips_30_16
mips_40_02
mips_40_16
mips_40_30
at_At3g08980 mips_03_01 "putative mitochondrial inner membrane protease subunit 2"
mips_03_01_05
mips_03_01_05_01
mips_06_04
mips_06_07
mips_06_07_11
mips_06_13
mips_08
mips_08_16
mips_08_16_05
mips_40_02
mips_40_16
mips_40_30
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_06_07_11': 25/1980 (1.26%)
Evaluation on propertest data (3048 items):
at_At1g29960 mips_03 "hypothetical protein"
mips_03_01
mips_03_01_05
mips_06_04
mips_06_07_11
mips_06_13
mips_08_16
mips_08_16_05
mips_30
mips_30_16
at_At1g53530 mips_03_01_05 "hypothetical protein"
mips_06_07_11
mips_08_16
mips_08_16_05
mips_30_16
at_At3g24590 mips_06_07_11 "chloroplast thylakoidal processing peptidase, putative"
mips_08_16
mips_08_16_05
mips_30_16
mips_40_30
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'mips_06_07_11': 38/3048 (1.25%)
New (unknown) data (1980 items):
------------------
Rule 471
b.47.1 <= 0.00048
-> class mips_06_07_11 "protein processing (proteolytic)"
Evaluation on training data (3968 items):
at_At1g66510 - mips_04_05_05_01 "putative protein"
at_At2g47940 mips_06_07_11 "DegP2 protease (DEGP2)"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g16540 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40560 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
Training Accuracy: 3/4 (75.00%)
Training Frequency class 'mips_06_07_11': 37/3968 (0.93%)
Evaluation on validation data (1980 items):
at_At3g16550 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g36950 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g39830 mips_06_07_11 "DegP protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_06_07_11': 25/1980 (1.26%)
Evaluation on propertest data (3048 items):
at_At1g51150 mips_06_07_11 "hypothetical protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At1g65630 mips_06_01 "serine protease DO, putative"
mips_06_07
mips_06_07_11
mips_06_13
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_11_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_05
mips_40_07
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g65640 mips_06_07_11 "serine protease DO, putative"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g27925 mips_06_07_11 "DegP protease precursor, 5' partial"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
at_At5g27660 mips_06_07_11 "serine protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40200 mips_06 "putative serine protease (MSN9.10)"
mips_06_07
mips_06_07_11
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
mips_63
mips_63_01
Propertest Accuracy: 6/6 (100.00%)
Propertest Frequency class 'mips_06_07_11': 38/3048 (1.25%)
New (unknown) data (1980 items):
at_At1g28320 - no entry null
at_At4g18370 - no entry null
------------------
Rule 475
b.47.1 <= 0.00048
-> class mips_14_01_99 "other cell growth activities"
Evaluation on training data (3968 items):
at_At1g66510 - mips_04_05_05_01 "putative protein"
at_At2g47940 mips_06_07_11 "DegP2 protease (DEGP2)"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g16540 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40560 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
Training Accuracy: 3/4 (75.00%)
Training Frequency class 'mips_14_01_99': 15/3968 (0.38%)
Evaluation on validation data (1980 items):
at_At3g16550 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g36950 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g39830 mips_06_07_11 "DegP protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_14_01_99': 7/1980 (0.35%)
Evaluation on propertest data (3048 items):
at_At1g51150 mips_06_07_11 "hypothetical protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At1g65630 - mips_06_01 "serine protease DO, putative"
mips_06_07
mips_06_07_11
mips_06_13
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_11_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_05
mips_40_07
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g65640 mips_06_07_11 "serine protease DO, putative"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g27925 mips_06_07_11 "DegP protease precursor, 5' partial"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
at_At5g27660 mips_06_07_11 "serine protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40200 mips_06 "putative serine protease (MSN9.10)"
mips_06_07
mips_06_07_11
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
mips_63
mips_63_01
Propertest Accuracy: 5/6 (83.33%)
Propertest Frequency class 'mips_14_01_99': 12/3048 (0.39%)
New (unknown) data (1980 items):
at_At1g28320 - no entry null
at_At4g18370 - no entry null
------------------
Rule 478
b.47.1 <= 0.00048
-> class mips_33_03_17 "structural cell of tissue (fibroblast, osteoblast, etc.)"
Evaluation on training data (3968 items):
at_At1g66510 - mips_04_05_05_01 "putative protein"
at_At2g47940 mips_06_07_11 "DegP2 protease (DEGP2)"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g16540 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40560 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
Training Accuracy: 3/4 (75.00%)
Training Frequency class 'mips_33_03_17': 4/3968 (0.10%)
Evaluation on validation data (1980 items):
at_At3g16550 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g36950 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g39830 mips_06_07_11 "DegP protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_33_03_17': 4/1980 (0.20%)
Evaluation on propertest data (3048 items):
at_At1g51150 mips_06_07_11 "hypothetical protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At1g65630 - mips_06_01 "serine protease DO, putative"
mips_06_07
mips_06_07_11
mips_06_13
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_11_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_05
mips_40_07
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g65640 mips_06_07_11 "serine protease DO, putative"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g27925 mips_06_07_11 "DegP protease precursor, 5' partial"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
at_At5g27660 mips_06_07_11 "serine protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40200 mips_06 "putative serine protease (MSN9.10)"
mips_06_07
mips_06_07_11
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
mips_63
mips_63_01
Propertest Accuracy: 5/6 (83.33%)
Propertest Frequency class 'mips_33_03_17': 7/3048 (0.23%)
New (unknown) data (1980 items):
at_At1g28320 - no entry null
at_At4g18370 - no entry null
------------------
Rule 427
d.162.1 <= 1.49939e-42
-> class mips_45_03_12 "muscle"
Evaluation on training data (3968 items):
at_At2g22780 - mips_01_05_01_03 "putative glyoxysomal malate dehydrogenase precursor"
mips_02_10
mips_40_26
mips_40_26_03
at_At3g15020 mips_01_05_01_03 "mitochondrial NAD-dependent malate dehydrogenase, putative"
mips_02_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
mips_63_99
at_At5g43330 mips_01_01 "cytosolic malate dehydrogenase"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_16
mips_45
mips_45_03
mips_45_03_12
at_At5g56720 mips_01_01_01_15 "cytosolic malate dehydrogenase"
mips_02_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At5g58330 mips_01_01 "NADP-dependent malate dehydrogenase"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_02_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_63_99
Training Accuracy: 4/5 (80.00%)
Training Frequency class 'mips_45_03_12': 38/3968 (0.96%)
Evaluation on validation data (1980 items):
at_At4g17260 mips_01_05_01_01_03 "lactate dehydrogenase (LDH1)"
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_03
mips_47_03_03_01
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At5g09660 mips_01_05_01_03 "microbody NAD-dependent malate dehydrogenase"
mips_02_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_45_03_12': 10/1980 (0.51%)
Evaluation on propertest data (3048 items):
at_At1g04410 mips_01_01 "malate dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_40_16
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_63_99
at_At1g53240 mips_02_01 "similar to mitochondrial NAD-dependent malate dehydrogenase"
mips_02_16
mips_02_16_03
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_15
mips_47_03_15_07
mips_63_99
Propertest Accuracy: 2/2 (100.00%)
Propertest Frequency class 'mips_45_03_12': 26/3048 (0.85%)
New (unknown) data (1980 items):
------------------
Rule 52
b > 0.02
c.43 <= 0.019
-> class mips_01_20_15 "biosynthesis of derivatives of dehydroquinic acid, shikimic acid and chorismic acid"
Evaluation on training data (3968 items):
at_At1g27620 mips_01 "putative hypersensitivity-related protein"
mips_01_20_15
mips_01_20_99
mips_11_05
mips_11_05_03
at_At1g52770 - mips_13_11_01 "putative non-phototropic hypocotyl"
mips_13_11_01_05
at_At2g19070 mips_01 "putative anthranilate N-hydroxycinnamoyl/benzoyltransferase"
mips_01_20
mips_01_20_15
mips_01_20_99
mips_06
mips_06_07
mips_11
mips_11_05
mips_11_05_03
at_At2g25150 mips_01_20_15 "unknown protein"
mips_01_20_99
at_At2g39980 mips_01_20_15 "putative anthocyanin 5-aromatic acyltransferase"
mips_01_20_35_01
at_At3g29670 mips_01_20_15 "anthocyanin 5-aromatic acyltransferase, putative"
at_At3g29680 mips_01_20_15 "anthocyanin 5-aromatic acyltransferase, putative"
at_At3g62160 mips_01_20_15 "putative protein"
mips_01_20_99
mips_11_05_03
at_At5g01210 mips_01_20_15 "anthranilate N-benzoyltransferase - like protein"
mips_01_20_35
mips_01_20_35_01
at_At5g17540 mips_01_20_15 "putative protein"
mips_01_20_99
mips_11_05_03
at_At5g39050 mips_01_20_15 "Anthocyanin acyltransferase - like protein"
at_At5g39080 mips_01_20_15 "acyltransferase -like protein"
at_At5g41040 mips_01_20_15 "N-hydroxycinnamoyl/benzoyltransferase-like protein"
mips_01_20_99
mips_11_05_03
at_At5g48930 mips_01_20_15 "anthranilate N-benzoyltransferase"
mips_01_20_99
Training Accuracy: 13/14 (92.86%)
Training Frequency class 'mips_01_20_15': 25/3968 (0.63%)
Evaluation on validation data (1980 items):
at_At1g28680 mips_01_20 "anthranilate N-hydroxycinnamoyl/benzoyltransferase, putative"
mips_01_20_15
mips_06_07
mips_11_05
mips_11_05_03
at_At3g23840 mips_01_06_01 "hypothetical protein"
mips_01_20_15
mips_01_20_99
mips_11_05_03
at_At5g39090 mips_01_20_15 "acyltransferase -like protein"
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_01_20_15': 4/1980 (0.20%)
Evaluation on propertest data (3048 items):
at_At3g29590 mips_01_20_15 "Anthocyanin 5-aromatic acyltransferase, putative"
at_At3g29635 mips_01_20_15 "hypothetical protein, 5' partial"
at_At3g49190 - mips_01_20_37 "putative protein"
mips_01_20_37_03
at_At3g50290 mips_01_20_15 "putative protein"
mips_01_20_35
mips_01_20_35_01
at_At5g23940 mips_01_20_15 "acyltransferase"
mips_01_20_35
mips_01_20_35_01
at_At5g61160 mips_01_20_15 "anthocyanin 5-aromatic acyltransferase - like protein"
Propertest Accuracy: 5/6 (83.33%)
Propertest Frequency class 'mips_01_20_15': 12/3048 (0.39%)
New (unknown) data (1980 items):
at_At3g49210 - no entry null
at_At3g52610 - no entry null
at_At5g16350 - no entry null
at_At1g72110 - no entry null
at_At3g49200 - no entry null
at_At5g22490 - no entry null
at_At5g37300 - no entry null
at_At1g30360 - no entry null
at_At5g53380 - no entry null
at_At5g53390 - no entry null
------------------
Rule 424
d.162.1 <= 1.49939e-42
-> class mips_02_16_03 "lactate fermentation"
Evaluation on training data (3968 items):
at_At2g22780 - mips_01_05_01_03 "putative glyoxysomal malate dehydrogenase precursor"
mips_02_10
mips_40_26
mips_40_26_03
at_At3g15020 mips_01_05_01_03 "mitochondrial NAD-dependent malate dehydrogenase, putative"
mips_02_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
mips_63_99
at_At5g43330 mips_01_01 "cytosolic malate dehydrogenase"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_16
mips_45
mips_45_03
mips_45_03_12
at_At5g56720 mips_01_01_01_15 "cytosolic malate dehydrogenase"
mips_02_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At5g58330 mips_01_01 "NADP-dependent malate dehydrogenase"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_02_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_63_99
Training Accuracy: 4/5 (80.00%)
Training Frequency class 'mips_02_16_03': 9/3968 (0.23%)
Evaluation on validation data (1980 items):
at_At4g17260 mips_01_05_01_01_03 "lactate dehydrogenase (LDH1)"
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_03
mips_47_03_03_01
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At5g09660 mips_01_05_01_03 "microbody NAD-dependent malate dehydrogenase"
mips_02_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_02_16_03': 4/1980 (0.20%)
Evaluation on propertest data (3048 items):
at_At1g04410 mips_01_01 "malate dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_40_16
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_63_99
at_At1g53240 mips_02_01 "similar to mitochondrial NAD-dependent malate dehydrogenase"
mips_02_16
mips_02_16_03
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_15
mips_47_03_15_07
mips_63_99
Propertest Accuracy: 2/2 (100.00%)
Propertest Frequency class 'mips_02_16_03': 3/3048 (0.10%)
New (unknown) data (1980 items):
------------------
Rule 194
d.58.32 <= 0.0082
-> class mips_02_16_03 "lactate fermentation"
Evaluation on training data (3968 items):
at_At1g75450 mips_02 "cytokinin oxidase (CKX6)"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_99
mips_02_16
mips_02_16_03
mips_02_99
mips_14
mips_14_04
mips_20
mips_20_20
mips_20_20_18
mips_25
mips_30
mips_30_04
mips_40_03
mips_40_04
mips_40_16
mips_67
mips_67_15
at_At2g46750 - mips_02 "unknown protein"
mips_01_05_01
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_02_99
mips_11_01
mips_30_04
mips_40_04
mips_40_16
mips_40_19
mips_67_15
at_At3g63440 mips_01 "cytokinin oxidase -like protein"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_02_16
mips_02_16_03
mips_02_99
mips_11
mips_11_01
mips_20
mips_20_20
mips_20_20_18
mips_30
mips_30_04
mips_40
mips_40_03
mips_40_04
mips_40_16
at_At4g29740 mips_02 "cytokinin oxidase - like protein"
mips_01_05_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_99
mips_02_16
mips_02_16_03
mips_02_99
mips_20
mips_20_20
mips_20_20_18
mips_30_04
mips_40_04
mips_40_16
mips_67_15
Training Accuracy: 3/4 (75.00%)
Training Frequency class 'mips_02_16_03': 9/3968 (0.23%)
Evaluation on validation data (1980 items):
at_At4g36400 mips_01 "unknown protein"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_01
mips_02_16
mips_02_16_03
mips_02_99
mips_14
mips_14_04
mips_25
mips_30
mips_30_04
mips_40_03
mips_40_04
mips_40_16
mips_40_19
mips_67
mips_67_15
at_At5g06580 mips_01_05_01_01_01 "unknown protein"
mips_02_16
mips_02_16_03
mips_02_99
mips_40_19
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_02_16_03': 4/1980 (0.20%)
Evaluation on propertest data (3048 items):
at_At1g32300 - mips_02 "hypothetical protein"
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_02_99
mips_20
mips_20_20
mips_20_20_18
mips_40_04
mips_40_16
mips_40_19
mips_67_15
at_At2g19500 - mips_01_05_01_01_01 "cytokinin oxidase (CKX2)"
mips_01_07_01
mips_01_20_17_09
mips_01_20_99
mips_02_16
mips_02_99
mips_20_20
mips_20_20_18
at_At2g41510 - mips_02 "putative cytokinin oxidase"
mips_01_05_01
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_99
mips_02_16
mips_20
mips_20_20
mips_20_20_18
mips_30_04
mips_40_04
mips_40_16
mips_40_19
mips_67_15
at_At2g46740 - mips_01_07_01 "unknown protein"
mips_01_20_17_09
mips_01_20_99
mips_02_99
mips_20_20
mips_20_20_18
at_At5g56470 - mips_01_07_01 "putative protein"
at_At5g56970 - mips_01_20_99 "cytokinin oxidase"
mips_02_16
mips_02_99
mips_20_20
mips_20_20_18
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_01
Propertest Accuracy: 0/6 (0.00%)
Propertest Frequency class 'mips_02_16_03': 3/3048 (0.10%)
New (unknown) data (1980 items):
------------------
Rule 1217
d.74.3 <= 5.4e-25
-> class mips_04_01_01 "rRNA synthesis"
Evaluation on training data (3968 items):
at_At1g60850 mips_04_01 "RNA polymerase subunit"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_01
mips_06_10
mips_40_10_07
at_At2g29540 - mips_04_05_01_01 "DNA-directed RNA polymerase 14 kDa subunit (AtRPAC14)"
mips_14_04
mips_25_05
at_At3g52090 mips_04_01 "DNA-directed RNA polymerase II 13.6K chain"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_01
mips_40_10_99
Training Accuracy: 2/3 (66.67%)
Training Frequency class 'mips_04_01_01': 21/3968 (0.53%)
Evaluation on validation data (1980 items):
at_At1g60620 mips_04 "RNA polymerase subunit (isoform B"
mips_04_01
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01
mips_04_05_01_01
mips_04_05_01_04
mips_06
mips_06_10
mips_30
mips_30_10
mips_40
mips_40_10
mips_40_10_07
mips_40_10_99
mips_63
mips_63_01
mips_63_03
at_At2g15400 mips_04_01 "DNA-directed RNA polymerase II, third largest subunit"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_40_10_07
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_11
mips_47_03_11_09
mips_48
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_04_01_01': 12/1980 (0.61%)
Evaluation on propertest data (3048 items):
at_At2g15430 mips_04_01 "DNA-directed RNA polymerase II, third largest subunit"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_25_05_10
mips_40_10_07
mips_40_10_99
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_47_03_11
mips_47_03_11_09
mips_48
Propertest Accuracy: 1/1 (100.00%)
Propertest Frequency class 'mips_04_01_01': 16/3048 (0.52%)
New (unknown) data (1980 items):
------------------
Rule 811
a.118.7 <= 5.4e-11
-> class mips_43_03_13 "neuron"
Evaluation on training data (3968 items):
at_At1g22300 mips_10_05_02 "unknown protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g10450 mips_20_25_01 "14-3-3 regulatory protein"
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
Training Accuracy: 2/2 (100.00%)
Training Frequency class 'mips_43_03_13': 18/3968 (0.45%)
Evaluation on validation data (1980 items):
at_At1g35160 mips_13_01_01_01 "32kDa endonuclease, putative"
mips_13_11
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At4g09000 mips_10_05_01 "14-3-3-like protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g10450 mips_10_05_01 "14-3-3-like protein AFT1"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_43_03_13': 7/1980 (0.35%)
Evaluation on propertest data (3048 items):
at_At1g22290 mips_10_05_02 "hypothetical protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g26480 mips_13_01_01 "14-3-3 protein epsilon, putative"
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g34760 mips_10_05_02 "putative protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78220 mips_10_05_01 "putative 14-3-3 protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78300 mips_13_11_03 "putative tyrosine activation protein"
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g42590 mips_10_05_01 "14-3-3 regulatory protein (GF14 mu)"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At5g16050 mips_20 "14-3-3-LIKE PROTEIN GF14 UPSILON"
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g38480 mips_13_01 "14-3-3 protein homolog RCI1 (pir||S47969)"
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At5g65430 mips_10_05_01 "GF14 Kappa isoform"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'mips_43_03_13': 22/3048 (0.72%)
New (unknown) data (1980 items):
------------------
Rule 421
c.23.12 <= 1.9e-15
-> class mips_45_03_17 "nervous tissue"
Evaluation on training data (3968 items):
at_At1g01510 mips_01_04 "C-terminal binding protein (ANGUSTIFOLIA)"
mips_03_03_03
mips_04_05_01_04_03
mips_06_10
mips_13_03
mips_13_03_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At1g68010 mips_01_01_01_11_01 "hydroxypyruvate reductase (HPR)"
mips_01_01_10_05
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At4g13940 - mips_01_01 "adenosylhomocysteinase"
mips_01_01_01
mips_01_01_01_07
mips_01_05_01_07
mips_01_05_01_07_01
mips_01_07
mips_01_07_01
mips_01_20_23
mips_45
mips_45_03
mips_45_03_09
at_At4g34200 mips_01_01_01 "Phosphoglycerate dehydrogenase - like protein"
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10_05
mips_02_01
mips_02_07
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_67_15
Training Accuracy: 3/4 (75.00%)
Training Frequency class 'mips_45_03_17': 31/3968 (0.78%)
Evaluation on validation data (1980 items):
at_At1g12550 - mips_01_01_01_11 "hypothetical protein"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_03
mips_01_20_05
mips_01_20_09
mips_02_10
mips_02_22
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At1g72190 mips_01_01_01 "phosphoglycerate dehydrogenase, putative"
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10_05
mips_02_01
mips_02_07
mips_13_03_01
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67_15
at_At2g45630 mips_01_04 "putative glycerate dehydrogenase"
mips_01_20_05
mips_03_03_03
mips_04_05_01_04_03
mips_06_10
mips_13_03
mips_13_03_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67_15
Validation Accuracy: 2/3 (66.67%)
Validation Frequency class 'mips_45_03_17': 10/1980 (0.51%)
Evaluation on propertest data (3048 items):
at_At1g79870 mips_01_01_01_11_01 "putative D-isomer specific 2-hydroxyacid dehydrogenase"
mips_01_01_10_05
mips_01_05_01_01_03
mips_01_20_09
mips_02_10
mips_02_22
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At3g23810 - mips_01_01_01_07 "S-adenosyl-L-homocysteinas, putative"
mips_01_05_01_07
mips_01_05_01_07_01
mips_01_20_23
mips_45_03_09
at_At4g33150 - mips_01_01 "lysine-ketoglutarate reductase/saccharopine dehydrogenase (LKR/SDH)"
mips_01_01_01
at_At5g14780 - mips_01_01_01 "formate dehydrogenase (FDH)"
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_03
mips_01_20_05
mips_01_20_09
mips_02_10
mips_02_16
mips_02_22
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_67_15
Propertest Accuracy: 1/4 (25.00%)
Propertest Frequency class 'mips_45_03_17': 29/3048 (0.95%)
New (unknown) data (1980 items):
------------------
Rule 240
a.157.1 <= 4e-11
-> class mips_47_03_01 "nervous system"
Evaluation on training data (3968 items):
at_At1g20140 mips_01_01_04 "kinetochore protein Skp1, putative"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g25700 mips_01_01 "putative kinetechore (Skp1p-like) protein"
mips_01_01_04
mips_01_05_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21830 mips_01_01_04 "kinetochore-like protein, Skp1p"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21860 mips_01 "kinetochore-like protein, Skp1p"
mips_01_01
mips_01_01_04
mips_03
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_99
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_25
mips_25_05
mips_25_05_09
mips_30
mips_30_04
mips_40
mips_40_10
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
mips_99
at_At3g53060 mips_03 "kinetochore - like protein"
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_99
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_02
mips_40_10
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
mips_63
mips_63_03
mips_67
mips_67_01
mips_67_04
at_At3g60020 mips_01_01_04 "Skp1-like protein"
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At5g42190 mips_01_01_04 "UIP2 (gb|AAC63110.1)"
mips_01_05_04
mips_04_05_01_04_99
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'mips_47_03_01': 66/3968 (1.66%)
Evaluation on validation data (1980 items):
at_At1g10230 mips_01_01_04 "putative kinetochore protein"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03170 mips_01_01 "putative kinetechore (Skp1p-like) protein"
mips_01_01_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21840 mips_04_05_01_04_99 "kinetochore-like protein, Skp1p"
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At4g34210 mips_01_01_04 "kinetochore (SKP1p) - like protein"
mips_03
mips_03_03_01
mips_04_05_01_04_99
mips_14_04
mips_25_05
mips_25_05_09
mips_30
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_47_03_01': 25/1980 (1.26%)
Evaluation on propertest data (3048 items):
at_At1g75950 mips_01_01_04 "UIP1"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03160 mips_01_01_04 "putative kinetechore (Skp1p-like) protein"
mips_01_05_04
mips_04_05_01_04_99
mips_06_13_01
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03190 mips_04_05_01_04_99 "putative kinetechore (Skp1p-like) protein"
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_40_10_99
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g20160 mips_01_01_04 "putative kinetechore (Skp1p-like) protein"
mips_03_03_01
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g45950 mips_04_05_01_04_99 "SKP1-like protein"
mips_14_01
mips_14_01_03
mips_30_04
mips_40_10_99
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21850 mips_01_01_04 "kinetochore-like protein, Skp1p"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g25650 mips_01_01_04 "kinetechore protein, putative"
mips_04_05_01_04_99
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g60010 mips_01_01 "Skp1-like protein"
mips_01_01_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At4g34470 mips_01_01_04 "Skp1p - like protein"
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'mips_47_03_01': 60/3048 (1.97%)
New (unknown) data (1980 items):
------------------
Rule 422
c.23.12 <= 1.9e-15
-> class mips_47_03_01 "nervous system"
Evaluation on training data (3968 items):
at_At1g01510 mips_01_04 "C-terminal binding protein (ANGUSTIFOLIA)"
mips_03_03_03
mips_04_05_01_04_03
mips_06_10
mips_13_03
mips_13_03_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At1g68010 mips_01_01_01_11_01 "hydroxypyruvate reductase (HPR)"
mips_01_01_10_05
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At4g13940 - mips_01_01 "adenosylhomocysteinase"
mips_01_01_01
mips_01_01_01_07
mips_01_05_01_07
mips_01_05_01_07_01
mips_01_07
mips_01_07_01
mips_01_20_23
mips_45
mips_45_03
mips_45_03_09
at_At4g34200 mips_01_01_01 "Phosphoglycerate dehydrogenase - like protein"
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10_05
mips_02_01
mips_02_07
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_67_15
Training Accuracy: 3/4 (75.00%)
Training Frequency class 'mips_47_03_01': 66/3968 (1.66%)
Evaluation on validation data (1980 items):
at_At1g12550 mips_01_01_01_11 "hypothetical protein"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_03
mips_01_20_05
mips_01_20_09
mips_02_10
mips_02_22
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At1g72190 mips_01_01_01 "phosphoglycerate dehydrogenase, putative"
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10_05
mips_02_01
mips_02_07
mips_13_03_01
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67_15
at_At2g45630 mips_01_04 "putative glycerate dehydrogenase"
mips_01_20_05
mips_03_03_03
mips_04_05_01_04_03
mips_06_10
mips_13_03
mips_13_03_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67_15
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_47_03_01': 25/1980 (1.26%)
Evaluation on propertest data (3048 items):
at_At1g79870 mips_01_01_01_11_01 "putative D-isomer specific 2-hydroxyacid dehydrogenase"
mips_01_01_10_05
mips_01_05_01_01_03
mips_01_20_09
mips_02_10
mips_02_22
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At3g23810 - mips_01_01_01_07 "S-adenosyl-L-homocysteinas, putative"
mips_01_05_01_07
mips_01_05_01_07_01
mips_01_20_23
mips_45_03_09
at_At4g33150 - mips_01_01 "lysine-ketoglutarate reductase/saccharopine dehydrogenase (LKR/SDH)"
mips_01_01_01
at_At5g14780 mips_01_01_01 "formate dehydrogenase (FDH)"
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_03
mips_01_20_05
mips_01_20_09
mips_02_10
mips_02_16
mips_02_22
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_67_15
Propertest Accuracy: 2/4 (50.00%)
Propertest Frequency class 'mips_47_03_01': 60/3048 (1.97%)
New (unknown) data (1980 items):
------------------
Rule 235
a.157.1 <= 4e-11
-> class mips_01_01_04 "regulation of amino acid metabolism"
Evaluation on training data (3968 items):
at_At1g20140 mips_01_01_04 "kinetochore protein Skp1, putative"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g25700 mips_01_01 "putative kinetechore (Skp1p-like) protein"
mips_01_01_04
mips_01_05_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21830 mips_01_01_04 "kinetochore-like protein, Skp1p"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21860 mips_01 "kinetochore-like protein, Skp1p"
mips_01_01
mips_01_01_04
mips_03
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_99
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_25
mips_25_05
mips_25_05_09
mips_30
mips_30_04
mips_40
mips_40_10
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
mips_99
at_At3g53060 - mips_03 "kinetochore - like protein"
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_99
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_02
mips_40_10
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
mips_63
mips_63_03
mips_67
mips_67_01
mips_67_04
at_At3g60020 mips_01_01_04 "Skp1-like protein"
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At5g42190 mips_01_01_04 "UIP2 (gb|AAC63110.1)"
mips_01_05_04
mips_04_05_01_04_99
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Training Accuracy: 6/7 (85.71%)
Training Frequency class 'mips_01_01_04': 16/3968 (0.40%)
Evaluation on validation data (1980 items):
at_At1g10230 mips_01_01_04 "putative kinetochore protein"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03170 mips_01_01 "putative kinetechore (Skp1p-like) protein"
mips_01_01_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21840 - mips_04_05_01_04_99 "kinetochore-like protein, Skp1p"
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At4g34210 mips_01_01_04 "kinetochore (SKP1p) - like protein"
mips_03
mips_03_03_01
mips_04_05_01_04_99
mips_14_04
mips_25_05
mips_25_05_09
mips_30
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'mips_01_01_04': 11/1980 (0.56%)
Evaluation on propertest data (3048 items):
at_At1g75950 mips_01_01_04 "UIP1"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03160 mips_01_01_04 "putative kinetechore (Skp1p-like) protein"
mips_01_05_04
mips_04_05_01_04_99
mips_06_13_01
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03190 - mips_04_05_01_04_99 "putative kinetechore (Skp1p-like) protein"
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_40_10_99
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g20160 mips_01_01_04 "putative kinetechore (Skp1p-like) protein"
mips_03_03_01
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g45950 - mips_04_05_01_04_99 "SKP1-like protein"
mips_14_01
mips_14_01_03
mips_30_04
mips_40_10_99
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21850 mips_01_01_04 "kinetochore-like protein, Skp1p"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g25650 mips_01_01_04 "kinetechore protein, putative"
mips_04_05_01_04_99
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g60010 mips_01_01 "Skp1-like protein"
mips_01_01_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At4g34470 mips_01_01_04 "Skp1p - like protein"
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Propertest Accuracy: 7/9 (77.78%)
Propertest Frequency class 'mips_01_01_04': 20/3048 (0.66%)
New (unknown) data (1980 items):
------------------
Rule 80
b.82.3 <= 8.5e-08
c > 0.0016
f.14.1 <= 0.0052
-> class mips_10_05_02 "non-enzymatic receptor mediated signalling"
Evaluation on training data (3968 items):
at_At2g24610 mips_06_10 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At2g25600 - mips_67_01 "putative potassium transporter/channel"
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g26650 mips_10_01_09 "K+ transporter, AKT1"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At3g17700 mips_06_10 "cyclic nucleotide-binding transporter 1 (CNBT1)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At3g48010 mips_10_01_09 "putative cyclic nucleotide-gated channel"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g22200 mips_10 "potassium channel (AKT2)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At5g37500 mips_06_10 "guard cell outward rectifying K+ channel"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
Training Accuracy: 6/7 (85.71%)
Training Frequency class 'mips_10_05_02': 29/3968 (0.73%)
Evaluation on validation data (1980 items):
at_At2g28260 mips_06_10 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At4g18290 mips_10_01_09 "potassium channel protein KAT2"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g30560 mips_04 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_06
mips_06_10
mips_10
mips_10_01
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63
mips_63_01
mips_63_09
mips_63_17
mips_63_17_03
mips_67
mips_67_01
mips_67_01_01
mips_67_04
at_At5g14870 mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel -like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_10_05_02': 23/1980 (1.16%)
Evaluation on propertest data (3048 items):
at_At2g23980 mips_10_01_09 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At3g17690 mips_06_10 "hypothetical protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g32500 - mips_13 "potassium channel - protein"
mips_13_05
mips_20
mips_30
mips_30_04
mips_40_02
mips_40_04
mips_63_07
mips_63_19
mips_67
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g32650 - mips_10_05_01 "potassium channel protein AtKC"
mips_10_05_01_10
mips_13_05
mips_20_25_01
mips_20_25_01_01
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g15410 - mips_10_05_01 "cyclic nucleotide-gated cation channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g46240 mips_06_10 "potassium channel protein KAT1 (pir||S32816)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_30_04
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
Propertest Accuracy: 3/6 (50.00%)
Propertest Frequency class 'mips_10_05_02': 29/3048 (0.95%)
New (unknown) data (1980 items):
------------------
Rule 83
b.82.3 <= 8.5e-08
c > 0.0016
f.14.1 <= 0.0052
-> class mips_63_17_03 "potassium binding"
Evaluation on training data (3968 items):
at_At2g24610 mips_06_10 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At2g25600 - mips_67_01 "putative potassium transporter/channel"
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g26650 mips_10_01_09 "K+ transporter, AKT1"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At3g17700 mips_06_10 "cyclic nucleotide-binding transporter 1 (CNBT1)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At3g48010 mips_10_01_09 "putative cyclic nucleotide-gated channel"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g22200 mips_10 "potassium channel (AKT2)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At5g37500 - mips_06_10 "guard cell outward rectifying K+ channel"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
Training Accuracy: 5/7 (71.43%)
Training Frequency class 'mips_63_17_03': 5/3968 (0.13%)
Evaluation on validation data (1980 items):
at_At2g28260 - mips_06_10 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At4g18290 mips_10_01_09 "potassium channel protein KAT2"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g30560 mips_04 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_06
mips_06_10
mips_10
mips_10_01
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63
mips_63_01
mips_63_09
mips_63_17
mips_63_17_03
mips_67
mips_67_01
mips_67_01_01
mips_67_04
at_At5g14870 mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel -like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'mips_63_17_03': 5/1980 (0.25%)
Evaluation on propertest data (3048 items):
at_At2g23980 - mips_10_01_09 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At3g17690 mips_06_10 "hypothetical protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g32500 - mips_13 "potassium channel - protein"
mips_13_05
mips_20
mips_30
mips_30_04
mips_40_02
mips_40_04
mips_63_07
mips_63_19
mips_67
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g32650 - mips_10_05_01 "potassium channel protein AtKC"
mips_10_05_01_10
mips_13_05
mips_20_25_01
mips_20_25_01_01
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g15410 - mips_10_05_01 "cyclic nucleotide-gated cation channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g46240 mips_06_10 "potassium channel protein KAT1 (pir||S32816)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_30_04
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
Propertest Accuracy: 2/6 (33.33%)
Propertest Frequency class 'mips_63_17_03': 3/3048 (0.10%)
New (unknown) data (1980 items):
------------------
Rule 474
b.47.1 <= 0.00048
-> class mips_14_01_05 "growth regulators / regulation of cell size"
Evaluation on training data (3968 items):
at_At1g66510 - mips_04_05_05_01 "putative protein"
at_At2g47940 mips_06_07_11 "DegP2 protease (DEGP2)"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g16540 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40560 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
Training Accuracy: 3/4 (75.00%)
Training Frequency class 'mips_14_01_05': 43/3968 (1.08%)
Evaluation on validation data (1980 items):
at_At3g16550 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g36950 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g39830 mips_06_07_11 "DegP protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_14_01_05': 19/1980 (0.96%)
Evaluation on propertest data (3048 items):
at_At1g51150 mips_06_07_11 "hypothetical protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At1g65630 mips_06_01 "serine protease DO, putative"
mips_06_07
mips_06_07_11
mips_06_13
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_11_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_05
mips_40_07
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g65640 mips_06_07_11 "serine protease DO, putative"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g27925 mips_06_07_11 "DegP protease precursor, 5' partial"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
at_At5g27660 mips_06_07_11 "serine protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40200 mips_06 "putative serine protease (MSN9.10)"
mips_06_07
mips_06_07_11
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
mips_63
mips_63_01
Propertest Accuracy: 6/6 (100.00%)
Propertest Frequency class 'mips_14_01_05': 21/3048 (0.69%)
New (unknown) data (1980 items):
at_At1g28320 - no entry null
at_At4g18370 - no entry null
------------------
Rule 239
a.157.1 <= 4e-11
-> class mips_25_05_09 "gastrulation"
Evaluation on training data (3968 items):
at_At1g20140 mips_01_01_04 "kinetochore protein Skp1, putative"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g25700 mips_01_01 "putative kinetechore (Skp1p-like) protein"
mips_01_01_04
mips_01_05_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21830 mips_01_01_04 "kinetochore-like protein, Skp1p"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21860 mips_01 "kinetochore-like protein, Skp1p"
mips_01_01
mips_01_01_04
mips_03
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_99
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_25
mips_25_05
mips_25_05_09
mips_30
mips_30_04
mips_40
mips_40_10
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
mips_99
at_At3g53060 - mips_03 "kinetochore - like protein"
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_99
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_02
mips_40_10
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
mips_63
mips_63_03
mips_67
mips_67_01
mips_67_04
at_At3g60020 mips_01_01_04 "Skp1-like protein"
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At5g42190 mips_01_01_04 "UIP2 (gb|AAC63110.1)"
mips_01_05_04
mips_04_05_01_04_99
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Training Accuracy: 6/7 (85.71%)
Training Frequency class 'mips_25_05_09': 43/3968 (1.08%)
Evaluation on validation data (1980 items):
at_At1g10230 mips_01_01_04 "putative kinetochore protein"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03170 mips_01_01 "putative kinetechore (Skp1p-like) protein"
mips_01_01_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21840 mips_04_05_01_04_99 "kinetochore-like protein, Skp1p"
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At4g34210 mips_01_01_04 "kinetochore (SKP1p) - like protein"
mips_03
mips_03_03_01
mips_04_05_01_04_99
mips_14_04
mips_25_05
mips_25_05_09
mips_30
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_25_05_09': 24/1980 (1.21%)
Evaluation on propertest data (3048 items):
at_At1g75950 mips_01_01_04 "UIP1"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03160 - mips_01_01_04 "putative kinetechore (Skp1p-like) protein"
mips_01_05_04
mips_04_05_01_04_99
mips_06_13_01
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03190 mips_04_05_01_04_99 "putative kinetechore (Skp1p-like) protein"
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_40_10_99
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g20160 mips_01_01_04 "putative kinetechore (Skp1p-like) protein"
mips_03_03_01
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g45950 - mips_04_05_01_04_99 "SKP1-like protein"
mips_14_01
mips_14_01_03
mips_30_04
mips_40_10_99
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21850 mips_01_01_04 "kinetochore-like protein, Skp1p"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g25650 mips_01_01_04 "kinetechore protein, putative"
mips_04_05_01_04_99
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g60010 mips_01_01 "Skp1-like protein"
mips_01_01_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At4g34470 mips_01_01_04 "Skp1p - like protein"
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Propertest Accuracy: 7/9 (77.78%)
Propertest Frequency class 'mips_25_05_09': 29/3048 (0.95%)
New (unknown) data (1980 items):
------------------
Rule 851
b.38.1 <= 2.5e-08
f > 0.016
-> class mips_40_10_07 "nucleolus"
Evaluation on training data (3968 items):
at_At1g03330 mips_04_05_05 "unknown protein"
mips_04_05_05_01
mips_04_05_05_01_10
mips_30_10
mips_30_10_07
mips_40_10_07
mips_40_10_99
mips_63_03_03
at_At1g19120 mips_04_05_05_01 "unknown protein"
mips_04_05_05_03
mips_04_05_05_05
mips_04_05_05_11
mips_04_05_99
mips_40_10_07
mips_62_01_07
at_At1g21190 mips_04_05_05_01 "putative protein"
mips_40_10_07
at_At1g65700 mips_04_05_05_01 "small nuclear ribonucleoprotein, putative"
mips_40_10_07
at_At1g76300 mips_04 "putative small nuclear ribonucleoprotein Sm D3"
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_40
mips_40_10
mips_40_10_07
mips_40_10_99
mips_63
mips_63_01
mips_63_03
at_At2g23930 mips_04_05_05 "putative small nuclear ribonucleoprotein E"
mips_04_05_05_01
mips_40_10_07
at_At3g14010 - mips_03_03 "unknown protein"
mips_03_03_01
mips_03_03_01_01_11
mips_04_05_01_04_03
mips_06_10
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_03
mips_14_01_01
mips_14_01_03
mips_14_04_03_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_01_01_01_02
mips_47_03_01_01_01_99
at_At3g14080 mips_04_05_05 "Sm protein, putative"
mips_04_05_05_01
mips_04_05_05_03
mips_04_05_05_05
mips_04_05_05_11
mips_04_05_99
mips_40_10_07
at_At3g59810 mips_04_05_05 "U6 snRNA-associated Sm-like protein"
mips_04_05_05_01
mips_04_05_05_01_10
mips_40_10_07
mips_40_10_99
at_At3g62840 mips_04_05_05 "small nuclear ribonucleoprotein-like protein"
mips_04_05_05_01
mips_06_10
mips_40_10_07
mips_62_01_07
mips_62_02
mips_62_02_01
at_At5g48870 mips_04_05_05 "Sm-like protein (SAD1)"
mips_04_05_05_01
mips_04_05_05_01_10
mips_40_10_07
mips_40_10_99
mips_63_03_03
Training Accuracy: 10/11 (90.91%)
Training Frequency class 'mips_40_10_07': 56/3968 (1.41%)
Evaluation on validation data (1980 items):
at_At2g03870 mips_04_05_05 "putative snRNP splicing factor"
mips_04_05_05_01
mips_04_05_05_01_99
mips_06_10
mips_30_10
mips_30_10_99
mips_40_10_07
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_63_03_03
at_At2g18740 mips_04_05_05 "putative small nuclear ribonucleoprotein E"
mips_04_05_05_01
mips_40_10_07
mips_40_10_99
at_At2g47640 mips_04_05_05_01 "putative small nuclear ribonucleoprotein D2"
mips_40_10_07
at_At4g02840 mips_04_05_05 "small nuclear riboprotein Sm-D1-like protein"
mips_04_05_05_01
mips_04_05_05_01_10
mips_40_10_07
mips_40_10_99
mips_63_03_03
at_At4g20440 mips_04 "putative snRNP protein"
mips_04_05_05
mips_04_05_05_01
mips_14_04
mips_40_10
mips_40_10_07
at_At5g44500 mips_04_05_05_01 "unknown protein"
mips_40_10_07
Validation Accuracy: 6/6 (100.00%)
Validation Frequency class 'mips_40_10_07': 21/1980 (1.06%)
Evaluation on propertest data (3048 items):
at_At1g20580 mips_04_05_05 "unknown protein"
mips_04_05_05_01
mips_40_10_07
at_At1g76860 mips_04_05_05 "unknown protein"
mips_04_05_05_01
mips_40_10_07
at_At2g43810 mips_04_05_05 "putative small nuclear ribonucleoprotein polypeptide F"
mips_04_05_05_01
mips_04_05_05_01_10
mips_40_10_07
mips_40_10_99
mips_63_03_03
at_At3g07590 mips_04_05_05_01 "putative small nuclear ribonucleoprotein (Sm-D1)"
mips_04_05_05_01_10
mips_40_10_07
at_At3g11500 mips_04 "putative small nuclear ribonucleoprotein polypeptide G"
mips_04_05_05
mips_04_05_05_01
mips_14_04
mips_25_05
mips_40_10
mips_40_10_07
at_At4g30220 mips_04_05_05_01 "snRNP Sm protein F - like"
mips_04_05_05_01_10
mips_40_10_07
at_At4g30330 mips_04_05_05_01 "small nuclear ribonucleoprotein homolog"
mips_40_10_07
at_At5g27720 mips_04_05_05_01 "glycine rich protein - like"
mips_04_05_05_01_10
mips_04_99
mips_40_10_07
mips_63_03_03
Propertest Accuracy: 8/8 (100.00%)
Propertest Frequency class 'mips_40_10_07': 35/3048 (1.15%)
New (unknown) data (1980 items):
at_At2g17000 - no entry null
at_At2g17010 - no entry null
at_At1g78610 - no entry null
at_At3g14810 - no entry null
at_At5g19520 - no entry null
at_At1g53470 - no entry null
at_At5g12080 - no entry null
------------------
Rule 9
b.62.1 <= 2.3e-23
-> class mips_43_03_09 "immune cell"
Evaluation on training data (3968 items):
at_At1g01940 mips_20_25_16 "hypothetical protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At1g26940 mips_06_01 "unknown protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At1g74070 mips_20_25_16 "unknown protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g15790 mips_04 "cyclophilin-40"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_05
mips_06
mips_06_01
mips_11
mips_11_01
mips_20
mips_20_25
mips_20_25_16
mips_40_03
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63
mips_63_13
at_At2g16600 mips_20_25_16 "cytosolic cyclophilin (ROC3)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g21130 mips_20_25_16 "cyclophilin (CYP2)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g38730 mips_20_25_16 "putative peptidyl-prolyl cis-trans isomerase"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g44600 mips_05 "unknown protein"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At3g55920 mips_20_25_16 "cyclophilin protein (ROC15)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g56070 mips_05 "peptidylprolyl isomerase"
mips_06
mips_06_01
mips_06_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_40
mips_40_03
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63
mips_63_13
mips_99
at_At4g33060 mips_43 "putative protein"
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At4g34870 mips_05 "peptidylprolyl isomerase (cyclophilin)"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20_25
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At4g34960 mips_05 "cyclophilin - like protein (ROC14)"
mips_05_04
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At4g38740 mips_06_01 "peptidylprolyl isomerase ROC1"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At5g13120 mips_06_01 "chloroplast cyclophilin ROC8"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g35100 mips_11_05_01_01 "putative protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g67530 - mips_20_25_16 "peptidylprolyl isomerase (cyclophilin)-like"
Training Accuracy: 16/17 (94.12%)
Training Frequency class 'mips_43_03_09': 33/3968 (0.83%)
Evaluation on validation data (1980 items):
at_At2g36130 mips_20_25_16 "cyclophilin protein (ROC10)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g47320 mips_06_01 "putative peptidyl-prolyl cis-trans isomerase"
mips_06_04
mips_13_11
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At3g66654 mips_06_01 "unknown protein"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_43_03_09': 15/1980 (0.76%)
Evaluation on propertest data (3048 items):
at_At1g53720 mips_05 "hypothetical protein"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At2g29960 mips_06_01 "cyclophilin"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At3g22920 mips_20_25_16 "cyclophilin, putative"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g62030 mips_20_25_16 "peptidylprolyl isomerase ROC4"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g63400 mips_06_01 "cyclophylin -like protein"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At4g32420 mips_06_01 "putative protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g58710 mips_06_01 "cyclophilin ROC7"
mips_14_01_03
mips_20_25
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
Propertest Accuracy: 7/7 (100.00%)
Propertest Frequency class 'mips_43_03_09': 23/3048 (0.75%)
New (unknown) data (1980 items):
------------------
Rule 10
b.62.1 <= 2.3e-23
-> class mips_62_01_01 "modification"
Evaluation on training data (3968 items):
at_At1g01940 mips_20_25_16 "hypothetical protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At1g26940 mips_06_01 "unknown protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At1g74070 mips_20_25_16 "unknown protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g15790 mips_04 "cyclophilin-40"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_05
mips_06
mips_06_01
mips_11
mips_11_01
mips_20
mips_20_25
mips_20_25_16
mips_40_03
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63
mips_63_13
at_At2g16600 mips_20_25_16 "cytosolic cyclophilin (ROC3)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g21130 mips_20_25_16 "cyclophilin (CYP2)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g38730 mips_20_25_16 "putative peptidyl-prolyl cis-trans isomerase"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g44600 mips_05 "unknown protein"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At3g55920 mips_20_25_16 "cyclophilin protein (ROC15)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g56070 mips_05 "peptidylprolyl isomerase"
mips_06
mips_06_01
mips_06_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_40
mips_40_03
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63
mips_63_13
mips_99
at_At4g33060 mips_43 "putative protein"
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At4g34870 mips_05 "peptidylprolyl isomerase (cyclophilin)"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20_25
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At4g34960 mips_05 "cyclophilin - like protein (ROC14)"
mips_05_04
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At4g38740 mips_06_01 "peptidylprolyl isomerase ROC1"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At5g13120 mips_06_01 "chloroplast cyclophilin ROC8"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g35100 mips_11_05_01_01 "putative protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g67530 - mips_20_25_16 "peptidylprolyl isomerase (cyclophilin)-like"
Training Accuracy: 16/17 (94.12%)
Training Frequency class 'mips_62_01_01': 48/3968 (1.21%)
Evaluation on validation data (1980 items):
at_At2g36130 mips_20_25_16 "cyclophilin protein (ROC10)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g47320 mips_06_01 "putative peptidyl-prolyl cis-trans isomerase"
mips_06_04
mips_13_11
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At3g66654 mips_06_01 "unknown protein"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_62_01_01': 20/1980 (1.01%)
Evaluation on propertest data (3048 items):
at_At1g53720 mips_05 "hypothetical protein"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At2g29960 mips_06_01 "cyclophilin"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At3g22920 mips_20_25_16 "cyclophilin, putative"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g62030 mips_20_25_16 "peptidylprolyl isomerase ROC4"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g63400 mips_06_01 "cyclophylin -like protein"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At4g32420 mips_06_01 "putative protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g58710 mips_06_01 "cyclophilin ROC7"
mips_14_01_03
mips_20_25
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
Propertest Accuracy: 7/7 (100.00%)
Propertest Frequency class 'mips_62_01_01': 26/3048 (0.85%)
New (unknown) data (1980 items):
------------------
Rule 813
a.118.7 <= 5.4e-11
-> class mips_62_01_01 "modification"
Evaluation on training data (3968 items):
at_At1g22300 mips_10_05_02 "unknown protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g10450 mips_20_25_01 "14-3-3 regulatory protein"
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
Training Accuracy: 2/2 (100.00%)
Training Frequency class 'mips_62_01_01': 48/3968 (1.21%)
Evaluation on validation data (1980 items):
at_At1g35160 mips_13_01_01_01 "32kDa endonuclease, putative"
mips_13_11
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At4g09000 mips_10_05_01 "14-3-3-like protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g10450 mips_10_05_01 "14-3-3-like protein AFT1"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_62_01_01': 20/1980 (1.01%)
Evaluation on propertest data (3048 items):
at_At1g22290 mips_10_05_02 "hypothetical protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g26480 mips_13_01_01 "14-3-3 protein epsilon, putative"
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g34760 mips_10_05_02 "putative protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78220 mips_10_05_01 "putative 14-3-3 protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78300 mips_13_11_03 "putative tyrosine activation protein"
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g42590 mips_10_05_01 "14-3-3 regulatory protein (GF14 mu)"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At5g16050 mips_20 "14-3-3-LIKE PROTEIN GF14 UPSILON"
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g38480 mips_13_01 "14-3-3 protein homolog RCI1 (pir||S47969)"
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At5g65430 mips_10_05_01 "GF14 Kappa isoform"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'mips_62_01_01': 26/3048 (0.85%)
New (unknown) data (1980 items):
------------------
Rule 45
d.111 <= 5.2e-30
-> class mips_11_05_05 "virulence, disease factors"
Evaluation on training data (3968 items):
at_At1g01310 - mips_11 "pathogenesis related protein, putative"
mips_11_05
mips_11_05_03
mips_40
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_99
at_At1g50050 - mips_11_05_03 "pathogenesis-related protein 1b precursor (pr-1b), putative"
mips_40_27
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At2g19980 mips_11_05_05 "putative pathogenesis-related protein"
mips_11_05_05_99
mips_40_27
at_At2g19990 mips_11_05_03 "pathogenesis-related protein (PR-1)"
mips_11_05_05
mips_11_05_05_99
mips_40_27
at_At3g19690 mips_11_05_03 "PR-1 protein, putative"
mips_11_05_05
mips_11_05_05_99
mips_40_27
at_At4g07820 mips_11_05_05 "putative pathogenesis-related protein"
mips_11_05_05_99
at_At4g30320 mips_11_05_05 "PR-1-like protein"
mips_11_05_05_99
mips_40_27
at_At4g31470 mips_11_05_05 "pathogenesis-related protein homolog"
mips_11_05_05_99
mips_40_27
mips_62_02_01_02
at_At4g33720 mips_11_05_03 "pathogenesis-related protein 1 precursor, 19.3K"
mips_11_05_05
mips_11_05_05_99
at_At4g33730 mips_11_05_05 "pathogenesis-related protein - like"
mips_11_05_05_99
mips_40_27
Training Accuracy: 8/10 (80.00%)
Training Frequency class 'mips_11_05_05': 32/3968 (0.81%)
Evaluation on validation data (1980 items):
at_At3g09590 mips_11_05_05 "putative pathogenesis-related protein"
mips_11_05_05_99
mips_40_27
mips_62_02_01_02
at_At4g25780 mips_11_05_05 "putative pathogenesis-related protein"
mips_11_05_05_99
mips_40_27
mips_62_02_01_02
at_At4g25790 mips_11_05_03 "putative pathogenesis-related protein"
mips_11_05_05
mips_11_05_05_99
mips_40_27
at_At4g33710 mips_11_05_03 "pathogenesis-related protein 1 precursor, 18.9K"
mips_11_05_05
mips_11_05_05_99
at_At5g57625 mips_11_05_05 "pathogenesis-related protein - like"
mips_11_05_05_99
mips_40_27
Validation Accuracy: 5/5 (100.00%)
Validation Frequency class 'mips_11_05_05': 17/1980 (0.86%)
Evaluation on propertest data (3048 items):
at_At1g50060 mips_11 "branched-chain amino acid aminotransferase, putative"
mips_11_05
mips_11_05_03
mips_11_05_05
mips_11_05_05_99
mips_99
at_At2g14610 mips_11_05_05 "pathogenesis-related PR-1-like protein"
mips_11_05_05_99
at_At2g19970 mips_11_05_05 "putative pathogenesis-related protein"
mips_11_05_05_99
at_At5g02730 mips_11_05_03 "pathogenesis related protein - like"
mips_11_05_05
mips_11_05_05_99
at_At5g26130 mips_11_05 "pathogenesis-related protein - like"
mips_11_05_03
mips_11_05_05
mips_11_05_05_99
at_At5g66590 mips_11 "Unknown protein (K1F13.27)"
mips_11_05
mips_11_05_03
mips_11_05_05
mips_11_05_05_99
mips_40_27
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
Propertest Accuracy: 6/6 (100.00%)
Propertest Frequency class 'mips_11_05_05': 31/3048 (1.02%)
New (unknown) data (1980 items):
at_At2g14580 - no entry null
------------------
Rule 172
f.19 <= 1.6e-34
-> class mips_35_03_17 "nervous tissue"
Evaluation on training data (3968 items):
at_At2g16850 mips_25_05_13 "putative aquaporin (plasma membrane intrinsic protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At2g25810 mips_13_01 "putative aquaporin (tonoplast intrinsic protein)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g54820 mips_33_03_13 "aquaporin/MIP - like protein"
mips_35_03_17
mips_67_99
at_At4g01470 mips_13 "putative water channel protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At4g17340 mips_08 "membrane channel like protein"
mips_13_01
mips_20
mips_20_25
mips_20_25_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
at_At4g23400 mips_20 "water channel - like protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_99
at_At5g18290 - mips_13_01 "putative protein"
mips_20_25
mips_20_25_99
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
Training Accuracy: 6/7 (85.71%)
Training Frequency class 'mips_35_03_17': 103/3968 (2.60%)
Evaluation on validation data (1980 items):
at_At1g73190 - mips_13_01 "tonoplast intrinsic protein, alpha (alpha-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_20_25_99
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g34390 mips_20 "putative aquaporin (plasma membrane intrinsic protein)"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_01
mips_67_99
mips_98
at_At2g45960 mips_25_05_13 "aquaporin (plasma membrane intrinsic protein 1B)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At3g16240 mips_13_01 "delta tonoplast integral protein (delta-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g26520 mips_13_01 "salt-stress induced tonoplast intrinsic protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g47440 mips_13_01 "aquaporin-like protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g53420 mips_20 "plasma membrane intrinsic protein 2a"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_99
mips_98
mips_99
at_At3g61430 mips_25_05_13 "plasma membrane intrinsic protein 1a"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At4g00430 mips_25_05_13 "transmembrane protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At4g10380 mips_33_03_13 "major intrinsic protein (MIP) - like"
mips_35_03_17
mips_67_99
at_At5g37820 mips_25_05_13 "Membrane integral protein (MIP) -like"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At5g60660 mips_25_05_13 "mipC protein - like (aquaporin)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
Validation Accuracy: 11/12 (91.67%)
Validation Frequency class 'mips_35_03_17': 57/1980 (2.88%)
Evaluation on propertest data (3048 items):
at_At1g01620 mips_25_05_13 "putative protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At1g17810 - mips_13_01_01 "putative protein"
mips_13_01_01_99
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At1g80760 mips_25_05_13 "nodulin-like protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_99
at_At2g36830 mips_13_01 "putative aquaporin (tonoplast intrinsic protein gamma)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g39010 mips_25_05_13 "putative aquaporin (water channel protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_99
at_At3g56950 mips_08 "unknown protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_20
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_01
mips_67_99
at_At5g37810 mips_25_05 "Membrane integral protein (MIP) -like"
mips_33_03_13
mips_35_03_17
mips_67
mips_67_01
mips_67_99
at_At5g47450 mips_13_01 "membrane channel protein-like; aquaporin (tonoplast intrinsic protein)-like"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
Propertest Accuracy: 7/8 (87.50%)
Propertest Frequency class 'mips_35_03_17': 94/3048 (3.08%)
New (unknown) data (1980 items):
at_At4g19030 - mips_67_99 "nodulin-26 like protein"
at_At4g35100 - no entry null
at_At4g18910 - mips_25_05 "major intrinsic protein (MIP)- like"
mips_67
mips_67_01
mips_67_99
------------------
Rule 171
f.19 <= 1.6e-34
-> class mips_33_03_13 "neuron"
Evaluation on training data (3968 items):
at_At2g16850 mips_25_05_13 "putative aquaporin (plasma membrane intrinsic protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At2g25810 mips_13_01 "putative aquaporin (tonoplast intrinsic protein)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g54820 mips_33_03_13 "aquaporin/MIP - like protein"
mips_35_03_17
mips_67_99
at_At4g01470 mips_13 "putative water channel protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At4g17340 mips_08 "membrane channel like protein"
mips_13_01
mips_20
mips_20_25
mips_20_25_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
at_At4g23400 mips_20 "water channel - like protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_99
at_At5g18290 - mips_13_01 "putative protein"
mips_20_25
mips_20_25_99
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
Training Accuracy: 6/7 (85.71%)
Training Frequency class 'mips_33_03_13': 102/3968 (2.57%)
Evaluation on validation data (1980 items):
at_At1g73190 - mips_13_01 "tonoplast intrinsic protein, alpha (alpha-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_20_25_99
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g34390 mips_20 "putative aquaporin (plasma membrane intrinsic protein)"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_01
mips_67_99
mips_98
at_At2g45960 mips_25_05_13 "aquaporin (plasma membrane intrinsic protein 1B)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At3g16240 mips_13_01 "delta tonoplast integral protein (delta-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g26520 mips_13_01 "salt-stress induced tonoplast intrinsic protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g47440 mips_13_01 "aquaporin-like protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g53420 mips_20 "plasma membrane intrinsic protein 2a"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_99
mips_98
mips_99
at_At3g61430 mips_25_05_13 "plasma membrane intrinsic protein 1a"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At4g00430 mips_25_05_13 "transmembrane protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At4g10380 mips_33_03_13 "major intrinsic protein (MIP) - like"
mips_35_03_17
mips_67_99
at_At5g37820 mips_25_05_13 "Membrane integral protein (MIP) -like"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At5g60660 mips_25_05_13 "mipC protein - like (aquaporin)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
Validation Accuracy: 11/12 (91.67%)
Validation Frequency class 'mips_33_03_13': 58/1980 (2.93%)
Evaluation on propertest data (3048 items):
at_At1g01620 mips_25_05_13 "putative protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At1g17810 - mips_13_01_01 "putative protein"
mips_13_01_01_99
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At1g80760 mips_25_05_13 "nodulin-like protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_99
at_At2g36830 mips_13_01 "putative aquaporin (tonoplast intrinsic protein gamma)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g39010 mips_25_05_13 "putative aquaporin (water channel protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_99
at_At3g56950 mips_08 "unknown protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_20
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_01
mips_67_99
at_At5g37810 mips_25_05 "Membrane integral protein (MIP) -like"
mips_33_03_13
mips_35_03_17
mips_67
mips_67_01
mips_67_99
at_At5g47450 mips_13_01 "membrane channel protein-like; aquaporin (tonoplast intrinsic protein)-like"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
Propertest Accuracy: 7/8 (87.50%)
Propertest Frequency class 'mips_33_03_13': 90/3048 (2.95%)
New (unknown) data (1980 items):
at_At4g19030 - mips_67_99 "nodulin-26 like protein"
at_At4g35100 - no entry null
at_At4g18910 - mips_25_05 "major intrinsic protein (MIP)- like"
mips_67
mips_67_01
mips_67_99
------------------
Rule 1218
d.74.3 <= 5.4e-25
-> class mips_04_03_01 "tRNA synthesis"
Evaluation on training data (3968 items):
at_At1g60850 mips_04_01 "RNA polymerase subunit"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_01
mips_06_10
mips_40_10_07
at_At2g29540 - mips_04_05_01_01 "DNA-directed RNA polymerase 14 kDa subunit (AtRPAC14)"
mips_14_04
mips_25_05
at_At3g52090 mips_04_01 "DNA-directed RNA polymerase II 13.6K chain"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_01
mips_40_10_99
Training Accuracy: 2/3 (66.67%)
Training Frequency class 'mips_04_03_01': 24/3968 (0.60%)
Evaluation on validation data (1980 items):
at_At1g60620 mips_04 "RNA polymerase subunit (isoform B"
mips_04_01
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01
mips_04_05_01_01
mips_04_05_01_04
mips_06
mips_06_10
mips_30
mips_30_10
mips_40
mips_40_10
mips_40_10_07
mips_40_10_99
mips_63
mips_63_01
mips_63_03
at_At2g15400 mips_04_01 "DNA-directed RNA polymerase II, third largest subunit"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_40_10_07
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_11
mips_47_03_11_09
mips_48
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_04_03_01': 14/1980 (0.71%)
Evaluation on propertest data (3048 items):
at_At2g15430 mips_04_01 "DNA-directed RNA polymerase II, third largest subunit"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_25_05_10
mips_40_10_07
mips_40_10_99
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_47_03_11
mips_47_03_11_09
mips_48
Propertest Accuracy: 1/1 (100.00%)
Propertest Frequency class 'mips_04_03_01': 16/3048 (0.52%)
New (unknown) data (1980 items):
------------------
Rule 312
a.39.1 <= 0.00087
c.25.1 <= 0.011
-> class mips_14_01_03 "directional cell growth (morphogenesis)"
Evaluation on training data (3968 items):
at_At1g19230 mips_11_05 "hypothetical protein"
mips_11_05_03
mips_11_07_07
mips_14_01_03
mips_14_04
mips_25_05
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
at_At5g51060 mips_01_20_35 "respiratory burst oxidase protein"
mips_01_20_35_02
mips_02_11
mips_11_05_03
mips_11_07_07
mips_14_01
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
mips_67_15
at_At5g60010 mips_11_07_07 "respiratory burst oxidase protein - like"
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_14_01_03': 101/3968 (2.55%)
Evaluation on validation data (1980 items):
at_At1g09090 mips_01_20_35 "putative respiratory burst oxidase protein B"
mips_01_20_35_02
mips_11_05_03
mips_11_07
mips_14_01
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_21
mips_63_21_05
mips_63_21_99
at_At1g64060 mips_11_07_07 "cytochrome b245 beta chain homolog RbohAp108"
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
at_At5g07390 mips_02 "respiratory burst oxidase protein A"
mips_02_11
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_07
mips_14_01
mips_14_01_03
mips_20
mips_37
mips_37_03
mips_37_03_13
mips_63_17
mips_63_17_01
mips_67_15
at_At5g47910 mips_01_20_35 "respiratory burst oxidase protein"
mips_01_20_35_02
mips_11_07_07
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_14_01_03': 49/1980 (2.47%)
Evaluation on propertest data (3048 items):
at_At3g45810 mips_02 "respiratory burst oxidase - like protein"
mips_02_11
mips_11
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_07
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_25
mips_25_05
mips_37
mips_37_03
mips_37_03_13
mips_63
mips_63_17_01
mips_98
at_At4g25090 mips_01_20_35 "respiratory burst oxidase - like protein"
mips_01_20_35_02
mips_11_05
mips_11_07_07
mips_14_01_03
mips_14_04
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
mips_67
mips_67_15
Propertest Accuracy: 2/2 (100.00%)
Propertest Frequency class 'mips_14_01_03': 67/3048 (2.20%)
New (unknown) data (1980 items):
------------------
Rule 238
a.157.1 <= 4e-11
-> class mips_14_01_03 "directional cell growth (morphogenesis)"
Evaluation on training data (3968 items):
at_At1g20140 mips_01_01_04 "kinetochore protein Skp1, putative"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g25700 mips_01_01 "putative kinetechore (Skp1p-like) protein"
mips_01_01_04
mips_01_05_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21830 mips_01_01_04 "kinetochore-like protein, Skp1p"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21860 mips_01 "kinetochore-like protein, Skp1p"
mips_01_01
mips_01_01_04
mips_03
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_99
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_25
mips_25_05
mips_25_05_09
mips_30
mips_30_04
mips_40
mips_40_10
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
mips_99
at_At3g53060 - mips_03 "kinetochore - like protein"
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_99
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_02
mips_40_10
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
mips_63
mips_63_03
mips_67
mips_67_01
mips_67_04
at_At3g60020 mips_01_01_04 "Skp1-like protein"
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At5g42190 - mips_01_01_04 "UIP2 (gb|AAC63110.1)"
mips_01_05_04
mips_04_05_01_04_99
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Training Accuracy: 5/7 (71.43%)
Training Frequency class 'mips_14_01_03': 101/3968 (2.55%)
Evaluation on validation data (1980 items):
at_At1g10230 mips_01_01_04 "putative kinetochore protein"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03170 mips_01_01 "putative kinetechore (Skp1p-like) protein"
mips_01_01_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21840 mips_04_05_01_04_99 "kinetochore-like protein, Skp1p"
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At4g34210 - mips_01_01_04 "kinetochore (SKP1p) - like protein"
mips_03
mips_03_03_01
mips_04_05_01_04_99
mips_14_04
mips_25_05
mips_25_05_09
mips_30
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'mips_14_01_03': 49/1980 (2.47%)
Evaluation on propertest data (3048 items):
at_At1g75950 mips_01_01_04 "UIP1"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03160 - mips_01_01_04 "putative kinetechore (Skp1p-like) protein"
mips_01_05_04
mips_04_05_01_04_99
mips_06_13_01
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03190 mips_04_05_01_04_99 "putative kinetechore (Skp1p-like) protein"
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_40_10_99
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g20160 mips_01_01_04 "putative kinetechore (Skp1p-like) protein"
mips_03_03_01
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g45950 mips_04_05_01_04_99 "SKP1-like protein"
mips_14_01
mips_14_01_03
mips_30_04
mips_40_10_99
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21850 mips_01_01_04 "kinetochore-like protein, Skp1p"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g25650 - mips_01_01_04 "kinetechore protein, putative"
mips_04_05_01_04_99
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g60010 mips_01_01 "Skp1-like protein"
mips_01_01_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At4g34470 mips_01_01_04 "Skp1p - like protein"
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Propertest Accuracy: 7/9 (77.78%)
Propertest Frequency class 'mips_14_01_03': 67/3048 (2.20%)
New (unknown) data (1980 items):
------------------
Rule 82
b.82.3 <= 8.5e-08
-> class mips_47_03_03 "vascular organs"
Evaluation on training data (3968 items):
at_At1g01340 mips_10_05_01 "CaM-regulated potassium ion channel (ACBK1)"
mips_10_05_01_10
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At1g01710 mips_01_06_07 "acyl CoA thioesterase, putative"
mips_02_25
mips_10_05_01
mips_10_05_01_10
mips_13_05
mips_20_25
mips_40_19
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_04
at_At2g01980 - mips_13_01 "Na+/H+ antiporter like protein"
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
at_At2g24610 - mips_06_10 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At2g25600 - mips_67_01 "putative potassium transporter/channel"
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g26650 mips_10_01_09 "K+ transporter, AKT1"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g46450 mips_10_01_09 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At3g17700 - mips_06_10 "cyclic nucleotide-binding transporter 1 (CNBT1)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At3g48010 - mips_10_01_09 "putative cyclic nucleotide-gated channel"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g00510 - mips_10_01_05_05 "predicted protein with unknown function"
mips_10_01_05_05_01
mips_20_25_01
mips_20_25_01_01
mips_67_01
at_At4g22200 - mips_10 "potassium channel (AKT2)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At4g30360 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g37500 mips_06_10 "guard cell outward rectifying K+ channel"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At5g54250 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g57940 mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel (emb|CAB40130.1)"
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_13_05
mips_20
mips_40_02
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
Training Accuracy: 8/15 (53.33%)
Training Frequency class 'mips_47_03_03': 18/3968 (0.45%)
Evaluation on validation data (1980 items):
at_At1g15990 mips_10_01_09 ""
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At2g28260 mips_06_10 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At2g46440 - mips_10_01_09 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g01010 - mips_06_10 "cyclic nucleotide gated channel (CNGC4) like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At4g18290 mips_10_01_09 "potassium channel protein KAT2"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g30560 - mips_04 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_06
mips_06_10
mips_10
mips_10_01
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63
mips_63_01
mips_63_09
mips_63_17
mips_63_17_03
mips_67
mips_67_01
mips_67_01_01
mips_67_04
at_At5g14870 - mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel -like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
Validation Accuracy: 3/7 (42.86%)
Validation Frequency class 'mips_47_03_03': 10/1980 (0.51%)
Evaluation on propertest data (3048 items):
at_At1g19780 - mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel, putative"
mips_10_05_01_10
mips_13_05
mips_67_01
mips_67_01_01
at_At2g23980 mips_10_01_09 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At2g46430 mips_06 "putative cyclic nucleotide-regulated ion channel protein"
mips_10
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_01
mips_67
mips_67_01
mips_67_01_01
at_At3g17690 mips_06_10 "hypothetical protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g32500 - mips_13 "potassium channel - protein"
mips_13_05
mips_20
mips_30
mips_30_04
mips_40_02
mips_40_04
mips_63_07
mips_63_19
mips_67
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g32650 mips_10_05_01 "potassium channel protein AtKC"
mips_10_05_01_10
mips_13_05
mips_20_25_01
mips_20_25_01_01
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g15410 mips_10_05_01 "cyclic nucleotide-gated cation channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g46240 - mips_06_10 "potassium channel protein KAT1 (pir||S32816)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_30_04
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At5g53130 - mips_10_01_09 "cyclic nucleotide-regulated ion channel (emb|CAA76178.1)"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
Propertest Accuracy: 5/9 (55.56%)
Propertest Frequency class 'mips_47_03_03': 20/3048 (0.66%)
New (unknown) data (1980 items):
------------------
Rule 543
c.23.1 <= 0.018
-> class mips_10_05_01 "receptor enzyme mediated signalling"
Evaluation on training data (3968 items):
at_At1g19050 - mips_04_05_01_04_01 "putative protein"
mips_10_01_05_07
mips_10_01_99
at_At1g59940 mips_10_01_05_07 "putative protein"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
at_At1g68210 mips_02_13 "hypothetical protein"
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At2g01830 mips_01_04_04 "cytokinin receptor CRE1b (CRE1)"
mips_01_05_04
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_13_11_03
mips_13_11_03_13
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_30
at_At2g17820 mips_01_05_01_01_01 "histidine kinase 1"
mips_01_20_03
mips_02_08
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_01_01
mips_62_01
mips_62_01_01
at_At2g27070 mips_04_05_01_04_01 "putative two-component response regulator protein"
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At2g41310 mips_02 "putative two-component response regulator 3 protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At3g16855 mips_01_05_04 "ARR1 protein, putative, 3' partial"
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_13_11_03
mips_13_11_03_13
at_At3g16857 mips_10_05_01 "ARR1 protein, putative, 5' partial"
mips_10_05_01_10
at_At3g23150 mips_02_13 "ethylene receptor, putative"
mips_02_13_05
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_11_05_05_99
mips_14_01_03
mips_20_20
mips_20_20_18
mips_40_30
at_At3g48100 mips_02 "response reactor 2 (ATRR2)"
mips_01_04_04
mips_02_13
mips_02_13_03
mips_02_13_05
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_11_01
at_At3g56380 mips_02_13 "response regulator-like protein"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At3g57040 mips_02 "responce reactor 4"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At5g10720 mips_01_04 "histidine kinase - like protein"
mips_01_04_04
mips_01_05_04
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_11_05_05_99
mips_13_11_03
mips_13_11_03_13
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At5g35750 mips_01_05_04 "histidine kinase (AHK2)"
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_13_11_03
mips_13_11_03_13
mips_14_01_03
mips_20_20
mips_20_20_18
mips_40_30
at_At5g49240 mips_10_01_05_07 "putative protein"
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At5g62120 mips_01_04_04 "putative protein"
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
Training Accuracy: 16/17 (94.12%)
Training Frequency class 'mips_10_05_01': 94/3968 (2.37%)
Evaluation on validation data (1980 items):
at_At1g10470 mips_10_01_05_07 "putative response regulator 3"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
at_At1g49190 mips_10_05 "putative two-component response regulator gb|AAD12696.1"
mips_10_05_01
mips_10_05_01_10
at_At1g66340 mips_01_04 "ethylene-response protein, ETR1"
mips_01_04_04
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_14_01
mips_14_01_03
mips_20_20
mips_20_20_18
mips_40_30
at_At1g67710 mips_04_05_01_04_01 "response regulator 11 (ARR11)"
mips_06_07_03
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_11_05_01
mips_11_05_01_01
mips_11_05_05
mips_30_01
mips_63_03_01
at_At1g74890 mips_02_13 "putative response regulator (two component phosphotransfer signaling)"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At4g00760 mips_10_05_01 "putative protein"
mips_10_05_01_10
mips_25_03
at_At4g16110 mips_01_04 "hypothetical protein"
mips_01_04_04
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_11_05_01
mips_11_05_01_01
mips_14_01
mips_30_01
mips_63_03_01
at_At5g02810 - mips_01_04_04 "unknown protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_63_03_01
at_At5g07210 mips_01_04_04 "putative protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At5g24470 mips_10_01_05 "pseudo-response regulator 5 (APRR5)"
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_25_03
at_At5g58080 mips_01_04_04 "ARR2 - like protein"
mips_04
mips_10
mips_10_01_01
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At5g60100 - mips_02_13 "pseudo-response regulator 3 (APRR3)"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
at_At5g61380 - mips_02_13 "pseudo-response regulator 1"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05
mips_10_01_05_07
at_At5g62920 mips_01_04_04 "response regulator 6 (ARR6)"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
Validation Accuracy: 11/14 (78.57%)
Validation Frequency class 'mips_10_05_01': 57/1980 (2.88%)
Evaluation on propertest data (3048 items):
at_At1g27320 - mips_01_05_04 "histidine kinase (AHK3)"
mips_13_11_03
mips_13_11_03_13
mips_14_01
mips_14_01_03
mips_20_20
mips_20_20_18
at_At2g01760 mips_01_04 "putative two-component response regulator protein"
mips_01_04_04
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At2g07440 mips_10_01_05 "putative two-component response regulator protein"
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_01
mips_63_03_01
at_At2g25180 mips_02_13 "putative two-component response regulator protein"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At2g40670 mips_02 "putative two-component response regulator protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_25
mips_25_03
mips_40_03
mips_63_03
mips_63_03_01
at_At2g46790 mips_10_05_01 "hypothetical protein"
mips_10_05_01_10
mips_25_03
at_At2g47430 mips_01_04 "putative histidine kinase"
mips_01_04_04
mips_06_07
mips_06_07_03
mips_10_01
mips_10_01_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11
mips_11_05
mips_11_05_05
mips_11_05_05_99
mips_40_30
at_At3g62670 mips_04_05_01_04_01 "putative protein"
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_11_05_01
mips_11_05_01_01
at_At4g18020 mips_04_05_01_04_01 "pseudo-response regulator 2 (APRR2)"
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At4g31920 mips_02_13 "predicted protein"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04
mips_10
mips_10_01_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
Propertest Accuracy: 9/10 (90.00%)
Propertest Frequency class 'mips_10_05_01': 92/3048 (3.02%)
New (unknown) data (1980 items):
------------------
Rule 473
b.47.1 <= 0.00048
-> class mips_10_05_01 "receptor enzyme mediated signalling"
Evaluation on training data (3968 items):
at_At1g66510 - mips_04_05_05_01 "putative protein"
at_At2g47940 mips_06_07_11 "DegP2 protease (DEGP2)"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g16540 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40560 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
Training Accuracy: 3/4 (75.00%)
Training Frequency class 'mips_10_05_01': 94/3968 (2.37%)
Evaluation on validation data (1980 items):
at_At3g16550 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g36950 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g39830 mips_06_07_11 "DegP protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_10_05_01': 57/1980 (2.88%)
Evaluation on propertest data (3048 items):
at_At1g51150 mips_06_07_11 "hypothetical protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At1g65630 mips_06_01 "serine protease DO, putative"
mips_06_07
mips_06_07_11
mips_06_13
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_11_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_05
mips_40_07
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g65640 mips_06_07_11 "serine protease DO, putative"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g27925 mips_06_07_11 "DegP protease precursor, 5' partial"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
at_At5g27660 mips_06_07_11 "serine protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40200 mips_06 "putative serine protease (MSN9.10)"
mips_06_07
mips_06_07_11
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
mips_63
mips_63_01
Propertest Accuracy: 6/6 (100.00%)
Propertest Frequency class 'mips_10_05_01': 92/3048 (3.02%)
New (unknown) data (1980 items):
at_At1g28320 - no entry null
at_At4g18370 - no entry null
------------------
Rule 546
a.30.2 > 0.0053
a.4.1 > 0.011
c.23.1 <= 0.018
-> class mips_02_13_05 "regulation of respiration"
Evaluation on training data (3968 items):
at_At1g19050 - mips_04_05_01_04_01 "putative protein"
mips_10_01_05_07
mips_10_01_99
at_At1g59940 - mips_10_01_05_07 "putative protein"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
at_At1g68210 mips_02_13 "hypothetical protein"
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At2g41310 mips_02 "putative two-component response regulator 3 protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At3g16855 - mips_01_05_04 "ARR1 protein, putative, 3' partial"
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_13_11_03
mips_13_11_03_13
at_At3g48100 mips_02 "response reactor 2 (ATRR2)"
mips_01_04_04
mips_02_13
mips_02_13_03
mips_02_13_05
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_11_01
at_At3g56380 mips_02_13 "response regulator-like protein"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At3g57040 mips_02 "responce reactor 4"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At5g62120 - mips_01_04_04 "putative protein"
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
Training Accuracy: 5/9 (55.56%)
Training Frequency class 'mips_02_13_05': 8/3968 (0.20%)
Evaluation on validation data (1980 items):
at_At1g10470 - mips_10_01_05_07 "putative response regulator 3"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
at_At1g66340 - mips_01_04 "ethylene-response protein, ETR1"
mips_01_04_04
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_14_01
mips_14_01_03
mips_20_20
mips_20_20_18
mips_40_30
at_At1g74890 mips_02_13 "putative response regulator (two component phosphotransfer signaling)"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At4g00760 - mips_10_05_01 "putative protein"
mips_10_05_01_10
mips_25_03
at_At5g02810 mips_01_04_04 "unknown protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_63_03_01
at_At5g24470 - mips_10_01_05 "pseudo-response regulator 5 (APRR5)"
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_25_03
at_At5g60100 mips_02_13 "pseudo-response regulator 3 (APRR3)"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
at_At5g61380 mips_02_13 "pseudo-response regulator 1"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05
mips_10_01_05_07
at_At5g62920 mips_01_04_04 "response regulator 6 (ARR6)"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
Validation Accuracy: 5/9 (55.56%)
Validation Frequency class 'mips_02_13_05': 6/1980 (0.30%)
Evaluation on propertest data (3048 items):
at_At2g07440 - mips_10_01_05 "putative two-component response regulator protein"
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_01
mips_63_03_01
at_At2g40670 mips_02 "putative two-component response regulator protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_25
mips_25_03
mips_40_03
mips_63_03
mips_63_03_01
at_At2g46790 - mips_10_05_01 "hypothetical protein"
mips_10_05_01_10
mips_25_03
at_At2g47430 - mips_01_04 "putative histidine kinase"
mips_01_04_04
mips_06_07
mips_06_07_03
mips_10_01
mips_10_01_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11
mips_11_05
mips_11_05_05
mips_11_05_05_99
mips_40_30
Propertest Accuracy: 1/4 (25.00%)
Propertest Frequency class 'mips_02_13_05': 7/3048 (0.23%)
New (unknown) data (1980 items):
------------------
Rule 104
a.128 <= 2.8e-21
-> class mips_01_20_13 "biosynthesis of derivatives of homoisopentenyl pyrophosphate"
Evaluation on training data (3968 items):
at_At1g17050 mips_01_06_01 "putative prenyl transferase (prephytoene pyrophosphatase dehydrogenase)"
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At1g48820 mips_01_20_13 "hypothetical protein"
mips_01_20_35_01
at_At1g61120 mips_01_20_13 "putative S-linalool synthase (At1g61120)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g78510 mips_01_06 "polyprenyl diphosphate synthase (At-trans-PT)"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_30
mips_30_26
mips_30_26_03
mips_40_16
at_At1g79460 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g18620 mips_01_06 "putative geranylgeranyl pyrophosphate synthase"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10_05
mips_30_26
mips_30_26_03
at_At2g23230 mips_01_20_13 "putative vetispiradiene synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g23800 mips_01_06_01 "pregeranylgeranyl pyrophosphate synthase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_20_13
mips_30_26
mips_30_26_03
at_At2g37140 mips_01_20_13 "putative vetispiradiene synthase"
mips_01_20_35
mips_01_20_35_01
at_At3g14490 mips_01_20_13 "terpene synthase-related protein, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g14550 mips_01_06_01_07 "geranylgeranyl pyrophosphate synthase (GGPS3)"
mips_01_06_01_07_11
mips_01_06_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At3g29190 mips_01_20 "terpene synthase-related protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At3g29430 mips_01_06_01 "geranylgeranyl pyrophosphate synthase, putative"
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At3g32030 mips_01_20_13 "terpene synthase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g32040 mips_01_06_01 "geranylgeranyl pyrophosphate synthase, putative"
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At4g02780 mips_01_20 "ent-kaurene synthetase A - like protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At4g13280 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g13300 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g15870 mips_01_20_13 "delta-cadinene synthase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g16740 mips_01_20_13 "limonene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
at_At4g20230 mips_01_20_13 "terpene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g17230 mips_01_06_01 "phytoene synthase (gb|AAB65697.1)"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_13
mips_40_07
mips_43
mips_43_03
mips_45
mips_45_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_47_03_99
mips_63_21
mips_63_21_07
at_At5g44630 mips_01_20_13 "terpene cyclase/synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g47770 mips_01_06 "farnesyl diphosphate synthase precursor (gb|AAB49290.1)"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10_05
mips_30
mips_30_26
mips_30_26_03
mips_40_03
Training Accuracy: 24/24 (100.00%)
Training Frequency class 'mips_01_20_13': 44/3968 (1.11%)
Evaluation on validation data (1980 items):
at_At1g33750 mips_01_20_13 "terpene synthase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g48800 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g61680 mips_01_20 "hypothetical protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At1g66020 mips_01 "hypothetical protein"
mips_01_20
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
mips_99
at_At3g14510 mips_01_06_01 "geranylgeranyl pyrophosphate synthetase, putative"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At3g14540 mips_01_20_13 "hypothetical protein"
mips_01_20_35_01
at_At3g25810 mips_01_20_13 "terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g25820 mips_01_20_13 "terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g25830 mips_01_20_13 "limonene cyclase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g17190 mips_01_06_01_07 "farnesyl-pyrophosphate synthetase FPS2"
mips_01_06_01_07_11
mips_01_06_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
mips_47_03_15
mips_47_03_15_07
mips_48
at_At4g20210 mips_01_20_13 "cadinene synthase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g34650 mips_01_06 "putative squalene synthase"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20
mips_01_20_13
mips_40_07
mips_43
mips_43_03
mips_45
mips_45_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_47_03_99
mips_63_21
mips_63_21_07
at_At5g23960 mips_01_20_13 "(+)-delta-cadinene synthase (d-cadinene synthase)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Validation Accuracy: 13/13 (100.00%)
Validation Frequency class 'mips_01_20_13': 27/1980 (1.36%)
Evaluation on propertest data (3048 items):
at_At1g31950 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g49530 mips_01_06_01_07 "geranyl geranyl pyrophosphate synthase, putative"
mips_01_06_01_07_11
mips_01_06_07
mips_01_20_13
mips_30_26
mips_30_26_03
at_At1g70080 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g18640 mips_01 "putative geranylgeranyl pyrophosphate synthase"
mips_01_06
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10
mips_30
mips_30_26
mips_30_26_03
mips_40
mips_40_03
at_At2g24210 mips_01_20_13 "myrcene/ocimene synthase (TPS10)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g34630 - mips_01_06_01 "putative trans-prenyltransferase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
at_At3g14520 mips_01_20 "hypothetical protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At3g14530 mips_01_06_01 "putative geranylgeranyl pyrophosphate synthase GGPS3"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At3g29110 mips_01_20_13 "putative terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g29410 mips_01_20_13 "terpene synthase, putative"
at_At3g31415 mips_01_20_13 "vetispiradiene synthase, putative, 5' partial"
mips_01_20_35
mips_01_20_35_01
at_At4g16730 mips_01_20_13 "limonene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g20200 mips_01_20 "terpene cyclase like protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At4g34640 mips_01_06 "farnesyl-diphosphate farnesyltransferase"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20
mips_01_20_13
mips_40_02
mips_40_07
mips_43
mips_43_03
mips_45
mips_45_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_47_03_99
mips_63_21
mips_63_21_07
at_At4g36810 mips_01_06_01_07 "geranylgeranyl pyrophosphate synthase"
mips_01_06_01_07_11
mips_01_06_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At4g38460 mips_01_06 "geranylgeranyl pyrophosphate synthase-related protein"
mips_01_06_01
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10_05
mips_30_26
mips_30_26_03
at_At5g48110 mips_01_20 "terpene synthase"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
Propertest Accuracy: 16/17 (94.12%)
Propertest Frequency class 'mips_01_20_13': 25/3048 (0.82%)
New (unknown) data (1980 items):
at_At1g62730 - no entry null
------------------
Rule 12
c.23.10 <= 3.4e-09
-> class mips_01_20_13 "biosynthesis of derivatives of homoisopentenyl pyrophosphate"
Evaluation on training data (3968 items):
at_At1g09390 mips_01_06_04 "putative lipase"
mips_01_20_13
at_At1g28590 mips_01 "putative lipase (At1g28590)"
mips_01_06
mips_01_06_04
mips_01_20
mips_01_20_13
mips_98
at_At1g28600 mips_01_06_04 "lipase like protein"
mips_01_20_13
at_At1g28610 mips_01_06 "lipase, putative"
mips_01_06_04
mips_01_20
mips_01_20_13
at_At1g54790 mips_01_20_13 ""
at_At1g56670 mips_01_06 "lipase homolog (Lip-4)"
mips_01_06_04
mips_01_20
mips_01_20_13
at_At3g27950 mips_01_20_13 "early nodule-specific protein, putative"
at_At3g48460 - mips_01_06_04 "lipase - like protein"
at_At5g03980 - mips_01 "lipase -like protein"
mips_01_06
mips_01_06_04
mips_98
mips_99
at_At5g14450 mips_01_20_13 "early nodule-specific protein - like"
Training Accuracy: 8/10 (80.00%)
Training Frequency class 'mips_01_20_13': 44/3968 (1.11%)
Evaluation on validation data (1980 items):
at_At1g28580 mips_01_06_04 "lipase, putative"
mips_01_20_13
at_At1g28650 mips_01_06 "lipase, putative"
mips_01_06_04
mips_01_20
mips_01_20_13
at_At1g28660 mips_01_06_04 "unknown protein"
mips_01_20_13
at_At1g67830 mips_01_06 "ENOD8-like protein"
mips_01_06_04
mips_01_20
mips_01_20_13
at_At2g27360 mips_01_06_04 "putative lipase"
mips_01_20_13
at_At4g01130 mips_01_20_13 "putative acetyltransferase"
at_At5g45910 mips_01_06 "GDSL-motif lipase/hydrolase-like protein"
mips_01_06_04
mips_01_20_13
at_At5g45920 - mips_01_05_01_01_01 "putative protein"
mips_01_06_04
mips_02_16
mips_06_13_01
at_At5g62930 - mips_01_06_04 "putative protein"
mips_02_16
mips_06_13_01
Validation Accuracy: 7/9 (77.78%)
Validation Frequency class 'mips_01_20_13': 27/1980 (1.36%)
Evaluation on propertest data (3048 items):
at_At1g28570 mips_01_06_04 "lipase, putative"
mips_01_20_13
at_At1g28640 mips_01_06_04 "lipase, putative"
mips_01_20_13
at_At1g28670 mips_01 "lipase"
mips_01_06
mips_01_06_04
mips_01_20
mips_01_20_13
mips_98
at_At1g31550 mips_01_06_04 "putative protein"
mips_01_20_13
at_At3g26430 mips_01_20_13 "nodulin, putative"
at_At3g62280 mips_01_20_13 "putative protein"
Propertest Accuracy: 6/6 (100.00%)
Propertest Frequency class 'mips_01_20_13': 25/3048 (0.82%)
New (unknown) data (1980 items):
at_At1g29660 - no entry null
at_At1g29670 - no entry null
at_At1g53990 - no entry null
at_At1g58480 - no entry null
at_At1g71120 - no entry null
at_At1g71691 - no entry null
at_At1g75890 - no entry null
at_At2g42990 - no entry null
at_At3g14210 - no entry null
at_At3g14225 - no entry null
at_At3g16370 - no entry null
at_At3g53100 - no entry null
at_At4g10950 - no entry null
at_At4g16230 - no entry null
at_At4g18970 - no entry null
at_At5g03610 - no entry null
at_At5g03810 - no entry null
at_At5g08460 - no entry null
at_At5g18430 - no entry null
at_At5g22810 - no entry null
at_At5g37690 - no entry null
at_At5g63170 - no entry null
at_At1g06990 - no entry null
at_At1g20120 - no entry null
at_At1g23500 - no entry null
at_At1g53920 - no entry null
at_At1g53940 - no entry null
at_At1g54000 - no entry null
at_At1g54020 - no entry null
at_At1g54030 - no entry null
at_At1g58430 - no entry null
at_At1g71250 - mips_98 "putative GDSL-motif lipase/acylhydrolase"
at_At1g75900 - no entry null
at_At1g75910 - no entry null
at_At1g75920 - no entry null
at_At2g04570 - no entry null
at_At2g19060 - no entry null
at_At2g24560 - no entry null
at_At2g30220 - no entry null
at_At2g30310 - no entry null
at_At2g31540 - no entry null
at_At2g38180 - mips_02_16 "unknown protein"
at_At2g40250 - no entry null
at_At3g11210 - mips_02_16 "unknown protein"
at_At3g14820 - no entry null
at_At3g43570 - no entry null
at_At3g50400 - no entry null
at_At4g28780 - no entry null
at_At4g30140 - no entry null
at_At5g15720 - no entry null
at_At5g33370 - no entry null
at_At5g40990 - no entry null
at_At5g41890 - no entry null
at_At5g45670 - no entry null
at_At5g45950 - no entry null
at_At5g45960 - no entry null
at_At5g55050 - no entry null
at_At1g20130 - no entry null
at_At1g54010 - no entry null
at_At1g73610 - no entry null
at_At1g74460 - no entry null
at_At1g75880 - no entry null
at_At1g75930 - no entry null
at_At2g03980 - no entry null
at_At2g04020 - no entry null
at_At2g19010 - no entry null
at_At2g19050 - no entry null
at_At2g23540 - no entry null
at_At2g31550 - no entry null
at_At3g09930 - no entry null
at_At3g14220 - no entry null
at_At4g26790 - no entry null
at_At5g03600 - no entry null
at_At5g03820 - no entry null
at_At5g42170 - no entry null
------------------
Rule 110
a.102.4 > 1.2e-21
a.128 <= 2.8e-21
-> class mips_30_26_03 "chloroplast"
Evaluation on training data (3968 items):
at_At1g17050 mips_01_06_01 "putative prenyl transferase (prephytoene pyrophosphatase dehydrogenase)"
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At1g78510 mips_01_06 "polyprenyl diphosphate synthase (At-trans-PT)"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_30
mips_30_26
mips_30_26_03
mips_40_16
at_At2g18620 mips_01_06 "putative geranylgeranyl pyrophosphate synthase"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10_05
mips_30_26
mips_30_26_03
at_At2g23800 mips_01_06_01 "pregeranylgeranyl pyrophosphate synthase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_20_13
mips_30_26
mips_30_26_03
at_At2g37140 - mips_01_20_13 "putative vetispiradiene synthase"
mips_01_20_35
mips_01_20_35_01
at_At3g14550 mips_01_06_01_07 "geranylgeranyl pyrophosphate synthase (GGPS3)"
mips_01_06_01_07_11
mips_01_06_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At3g29430 mips_01_06_01 "geranylgeranyl pyrophosphate synthase, putative"
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At3g32040 mips_01_06_01 "geranylgeranyl pyrophosphate synthase, putative"
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At5g17230 - mips_01_06_01 "phytoene synthase (gb|AAB65697.1)"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_13
mips_40_07
mips_43
mips_43_03
mips_45
mips_45_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_47_03_99
mips_63_21
mips_63_21_07
at_At5g47770 mips_01_06 "farnesyl diphosphate synthase precursor (gb|AAB49290.1)"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10_05
mips_30
mips_30_26
mips_30_26_03
mips_40_03
Training Accuracy: 8/10 (80.00%)
Training Frequency class 'mips_30_26_03': 16/3968 (0.40%)
Evaluation on validation data (1980 items):
at_At3g14510 mips_01_06_01 "geranylgeranyl pyrophosphate synthetase, putative"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At4g17190 mips_01_06_01_07 "farnesyl-pyrophosphate synthetase FPS2"
mips_01_06_01_07_11
mips_01_06_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
mips_47_03_15
mips_47_03_15_07
mips_48
at_At4g34650 - mips_01_06 "putative squalene synthase"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20
mips_01_20_13
mips_40_07
mips_43
mips_43_03
mips_45
mips_45_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_47_03_99
mips_63_21
mips_63_21_07
Validation Accuracy: 2/3 (66.67%)
Validation Frequency class 'mips_30_26_03': 10/1980 (0.51%)
Evaluation on propertest data (3048 items):
at_At1g49530 mips_01_06_01_07 "geranyl geranyl pyrophosphate synthase, putative"
mips_01_06_01_07_11
mips_01_06_07
mips_01_20_13
mips_30_26
mips_30_26_03
at_At2g18640 mips_01 "putative geranylgeranyl pyrophosphate synthase"
mips_01_06
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10
mips_30
mips_30_26
mips_30_26_03
mips_40
mips_40_03
at_At2g34630 - mips_01_06_01 "putative trans-prenyltransferase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
at_At3g14530 mips_01_06_01 "putative geranylgeranyl pyrophosphate synthase GGPS3"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At3g31415 - mips_01_20_13 "vetispiradiene synthase, putative, 5' partial"
mips_01_20_35
mips_01_20_35_01
at_At4g34640 - mips_01_06 "farnesyl-diphosphate farnesyltransferase"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20
mips_01_20_13
mips_40_02
mips_40_07
mips_43
mips_43_03
mips_45
mips_45_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_47_03_99
mips_63_21
mips_63_21_07
at_At4g36810 mips_01_06_01_07 "geranylgeranyl pyrophosphate synthase"
mips_01_06_01_07_11
mips_01_06_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At4g38460 mips_01_06 "geranylgeranyl pyrophosphate synthase-related protein"
mips_01_06_01
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10_05
mips_30_26
mips_30_26_03
Propertest Accuracy: 5/8 (62.50%)
Propertest Frequency class 'mips_30_26_03': 17/3048 (0.56%)
New (unknown) data (1980 items):
at_At1g62730 - no entry null
------------------
Rule 856
c.61 <= 1.1e-22
-> class mips_01_03_04 "pyrimidine nucleotide metabolism"
Evaluation on training data (3968 items):
at_At1g27450 mips_01_01_01_11 "adenine phosphoribosyltransferase 1, APRT"
mips_01_01_01_11_15
mips_01_03_01
mips_01_03_01_03
mips_01_03_04
mips_01_03_04_03
mips_25_05_13
mips_33_03_13
mips_35_03_17
at_At1g55810 mips_01_03 "uracil phosphoribosyltransferase 1, putative"
mips_01_03_04
mips_01_03_04_03
mips_01_04
mips_01_04_01
mips_01_04_04
mips_63_19_05
mips_63_19_99
at_At1g80050 - mips_01_03_01 "adenine phosphoribosyltransferase"
mips_01_03_01_03
at_At2g35390 mips_01_01 "phosphoribosyl pyrophosphate synthetase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_15
mips_01_03
mips_01_03_01
mips_01_03_01_03
mips_01_03_04
mips_01_03_04_03
mips_01_05_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At2g42910 mips_01_01 "putative ribose phosphate pyrophosphokinase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_15
mips_01_03
mips_01_03_01
mips_01_03_01_03
mips_01_03_04
mips_01_03_04_03
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g11160 - mips_01_03 "adenine phosphoribosyltransferase - like protein"
mips_01_03_01
mips_01_03_01_03
Training Accuracy: 4/6 (66.67%)
Training Frequency class 'mips_01_03_04': 50/3968 (1.26%)
Evaluation on validation data (1980 items):
at_At1g32380 mips_01_01_01_11_15 "ribose-phosphate pyrophosphokinase 2"
mips_01_03_01
mips_01_03_01_03
mips_01_03_04
mips_01_03_04_03
at_At3g27440 mips_01_03_04 "uridine kinase/uracil phosphoribosyl transferas, putative"
mips_01_03_04_03
mips_01_04_01
mips_01_04_04
mips_63_19_05
mips_63_19_99
at_At3g53900 mips_01_03 "uracil phosphoribosyltransferase-like protein"
mips_01_03_04
mips_01_04
mips_01_04_04
mips_40_03
mips_63_19
at_At4g12440 - mips_01_03 "putative adenine phosphoribosyltransferase"
mips_01_03_01
mips_01_03_01_03
mips_40_03
at_At4g26510 mips_01_03_04 "uracil phosphoribosyl transferase like protein"
mips_01_04_04
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'mips_01_03_04': 31/1980 (1.57%)
Evaluation on propertest data (3048 items):
at_At1g71750 mips_01_03_01 "hypoxanthine ribosyl transferase, putative"
mips_01_03_01_01
mips_01_03_01_01_01
mips_01_03_01_03
mips_01_03_04
at_At2g16570 - mips_01_01_01_01 "amidophosphoribosyltransferase"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_03_01
mips_01_03_01_03
mips_14_04
mips_63_19
at_At3g27190 mips_01_03_04 "uracil phosphoribosyltransferase, putative"
mips_01_04_04
mips_63_19
at_At3g54470 mips_01 "UMP synthase"
mips_01_03
mips_01_03_01
mips_01_03_04
mips_01_03_04_03
mips_40_03
at_At4g22570 - mips_01_03_01 "adenine phosphoribosyltransferase (EC 2.4.2.7) - like protein"
mips_01_03_01_03
at_At4g34740 - mips_01_01_01_01 "amidophosphoribosyltransferase 2 precursor"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_03_01
mips_01_03_01_03
at_At4g38880 - mips_01_01_01_01 "amidophosphoribosyltransferase - like protein"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_03_01
mips_01_03_01_03
at_At5g40870 mips_01_03_04 "uridine kinase-like protein"
mips_01_03_04_03
mips_01_04_01
mips_01_04_04
mips_63_19_05
mips_63_19_99
Propertest Accuracy: 4/8 (50.00%)
Propertest Frequency class 'mips_01_03_04': 50/3048 (1.64%)
New (unknown) data (1980 items):
------------------
Rule 553
d.20.1 <= 4.8e-06
-> class mips_06_07_05 "modification by ubiquitination, deubiquitination"
Evaluation on training data (3968 items):
at_At1g17280 mips_06_07_05 "putative ubiquitin-conjugating enzyme"
mips_06_13_01
mips_14_04_03
mips_14_04_03_03
mips_30_10
at_At1g70660 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g16740 mips_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At2g16920 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At2g33770 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g08690 mips_03_03_01_01 "putative ubiquitin conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g13550 mips_03_03_01_01 "ubiquitin-conjugating enzyme COP10 (COP10)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g20060 mips_03_03_01_01 "ubiquitin-conjugating enzyme, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At3g55380 mips_03_03_02 "ubiquitin-conjugating enzyme UBC3"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At4g36410 mips_06_07_05 "ubiquitin-conjugating enzyme"
mips_08_05
at_At4g36800 mips_03 "ubiquitin-protein ligase like protein"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13
mips_30
at_At5g05080 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g42990 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g50870 mips_06_07 "ubiquitin-conjugating enzyme-like protein"
mips_06_07_05
mips_06_13
mips_06_13_01
mips_08
mips_08_13
mips_11_01
mips_14_01
mips_14_04_03
mips_14_04_03_03
mips_14_04_03_05
at_At5g53300 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 10 (ubiquitin-protein ligase 10) (ubiquitin carrier protein 10) (sp|P35133)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g56150 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
Training Accuracy: 16/16 (100.00%)
Training Frequency class 'mips_06_07_05': 46/3968 (1.16%)
Evaluation on validation data (1980 items):
at_At1g14400 mips_03_03_02 "unknown protein"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
at_At1g45050 mips_03_03_01_01 "similar to ubiquitin-conjugating enzyme 15 gb|AAC39324.1; similar to ESTs emb|Z47633.1, gb|L47909.1, gb|T42291.1"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g63800 mips_03_03_02 "putative ubiquitin-conjugating enzyme"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_14_04_03_03
mips_14_04_03_05
at_At1g64230 mips_03_03 "ubiquitin-conjugating enzyme, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At1g75440 mips_03_01_05_01 "ubiquitin-conjugating enzyme 16, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At2g18600 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g32790 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g46030 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_04_03
mips_14_04_03_03
mips_30_10
at_At3g08700 mips_03_03_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07_05
mips_30_10
at_At3g12400 - mips_02 "unknown protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_06_07
mips_06_13
mips_06_13_04
mips_08
mips_08_13
mips_63_01
mips_63_03
at_At5g13860 - mips_02 "putative protein"
mips_01_05_01
mips_01_05_01_01
mips_06_07
mips_06_13
mips_06_13_04
mips_08
mips_08_13
at_At5g41340 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-21 kD 1 (ubiquitin-protein ligase 4) (ubiquitin carrier protein 4) (sp|P42748)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_08_13
mips_14_04_03
mips_14_04_03_03
mips_14_04_03_05
mips_30_10
Validation Accuracy: 10/12 (83.33%)
Validation Frequency class 'mips_06_07_05': 28/1980 (1.41%)
Evaluation on propertest data (3048 items):
at_At1g16890 mips_03 "unknown protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At1g23260 mips_03_03_01_01 "similar to DNA binding protein (At1g23260)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g36340 mips_03 "putative ubiquitin conjugating enzyme"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40
mips_40_03
at_At1g50490 mips_03_03_01_01 "cyclin-specific ubiquitin carrier protein, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g78870 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g02760 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g36060 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g15355 mips_03_03_01_01 "ubiquitin-conjugating like enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g17000 mips_03_03_04 "ubiquitin conjugating enzyme, putative"
mips_03_03_04_07
mips_06_07_05
at_At3g46460 mips_03_03 "ubiquitin conjugating enzyme E2 (UBC13)"
mips_03_03_02
mips_06_07_05
mips_06_13
mips_06_13_01
mips_14_04_03
mips_14_04_03_03
mips_48
mips_62_01_07
at_At3g52560 mips_06_07_05 "putative DNA-binding protein"
mips_06_13_01
mips_08_13
mips_14_04_03_03
mips_14_04_03_05
at_At3g57870 mips_03_03_01_01 "E2 ubiquitin-conjugating-like enzyme Ahus5"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At4g27960 mips_03_03_01_01 "ubiquitin-protein ligase UBC9"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g25760 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g41700 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 8 (ubiquitin-protein ligase 8) (ubiquitin carrier protein 8) (sp|P35131)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g50430 mips_03_03 "ubiquitin conjugating enzyme-like protein"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At5g59300 mips_03_03_02 "ubiquitin-conjugating enzyme - like"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At5g62540 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kd 3 (ubiquitin-protein ligase 3) (ubiquitin carrier protein 3)-like protein (sp|P42746)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
Propertest Accuracy: 18/18 (100.00%)
Propertest Frequency class 'mips_06_07_05': 45/3048 (1.48%)
New (unknown) data (1980 items):
at_At1g27530 - no entry null
at_At1g53020 - no entry null
------------------
Rule 552
d.20.1 <= 4.8e-06
-> class mips_03_03_04 "nuclear and chromosomal cycle"
Evaluation on training data (3968 items):
at_At1g17280 - mips_06_07_05 "putative ubiquitin-conjugating enzyme"
mips_06_13_01
mips_14_04_03
mips_14_04_03_03
mips_30_10
at_At1g70660 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g16740 mips_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At2g16920 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At2g33770 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g08690 mips_03_03_01_01 "putative ubiquitin conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g13550 mips_03_03_01_01 "ubiquitin-conjugating enzyme COP10 (COP10)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g20060 mips_03_03_01_01 "ubiquitin-conjugating enzyme, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At3g55380 - mips_03_03_02 "ubiquitin-conjugating enzyme UBC3"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At4g36410 - mips_06_07_05 "ubiquitin-conjugating enzyme"
mips_08_05
at_At4g36800 mips_03 "ubiquitin-protein ligase like protein"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13
mips_30
at_At5g05080 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g42990 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g50870 - mips_06_07 "ubiquitin-conjugating enzyme-like protein"
mips_06_07_05
mips_06_13
mips_06_13_01
mips_08
mips_08_13
mips_11_01
mips_14_01
mips_14_04_03
mips_14_04_03_03
mips_14_04_03_05
at_At5g53300 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 10 (ubiquitin-protein ligase 10) (ubiquitin carrier protein 10) (sp|P35133)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g56150 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
Training Accuracy: 12/16 (75.00%)
Training Frequency class 'mips_03_03_04': 95/3968 (2.39%)
Evaluation on validation data (1980 items):
at_At1g14400 mips_03_03_02 "unknown protein"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
at_At1g45050 mips_03_03_01_01 "similar to ubiquitin-conjugating enzyme 15 gb|AAC39324.1; similar to ESTs emb|Z47633.1, gb|L47909.1, gb|T42291.1"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g63800 mips_03_03_02 "putative ubiquitin-conjugating enzyme"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_14_04_03_03
mips_14_04_03_05
at_At1g64230 mips_03_03 "ubiquitin-conjugating enzyme, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At1g75440 mips_03_01_05_01 "ubiquitin-conjugating enzyme 16, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At2g18600 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g32790 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g46030 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_04_03
mips_14_04_03_03
mips_30_10
at_At3g08700 mips_03_03_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07_05
mips_30_10
at_At3g12400 - mips_02 "unknown protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_06_07
mips_06_13
mips_06_13_04
mips_08
mips_08_13
mips_63_01
mips_63_03
at_At5g13860 - mips_02 "putative protein"
mips_01_05_01
mips_01_05_01_01
mips_06_07
mips_06_13
mips_06_13_04
mips_08
mips_08_13
at_At5g41340 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-21 kD 1 (ubiquitin-protein ligase 4) (ubiquitin carrier protein 4) (sp|P42748)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_08_13
mips_14_04_03
mips_14_04_03_03
mips_14_04_03_05
mips_30_10
Validation Accuracy: 10/12 (83.33%)
Validation Frequency class 'mips_03_03_04': 56/1980 (2.83%)
Evaluation on propertest data (3048 items):
at_At1g16890 mips_03 "unknown protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At1g23260 mips_03_03_01_01 "similar to DNA binding protein (At1g23260)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g36340 mips_03 "putative ubiquitin conjugating enzyme"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40
mips_40_03
at_At1g50490 mips_03_03_01_01 "cyclin-specific ubiquitin carrier protein, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g78870 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g02760 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g36060 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g15355 mips_03_03_01_01 "ubiquitin-conjugating like enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g17000 mips_03_03_04 "ubiquitin conjugating enzyme, putative"
mips_03_03_04_07
mips_06_07_05
at_At3g46460 - mips_03_03 "ubiquitin conjugating enzyme E2 (UBC13)"
mips_03_03_02
mips_06_07_05
mips_06_13
mips_06_13_01
mips_14_04_03
mips_14_04_03_03
mips_48
mips_62_01_07
at_At3g52560 - mips_06_07_05 "putative DNA-binding protein"
mips_06_13_01
mips_08_13
mips_14_04_03_03
mips_14_04_03_05
at_At3g57870 mips_03_03_01_01 "E2 ubiquitin-conjugating-like enzyme Ahus5"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At4g27960 mips_03_03_01_01 "ubiquitin-protein ligase UBC9"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g25760 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g41700 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 8 (ubiquitin-protein ligase 8) (ubiquitin carrier protein 8) (sp|P35131)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g50430 mips_03_03 "ubiquitin conjugating enzyme-like protein"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At5g59300 - mips_03_03_02 "ubiquitin-conjugating enzyme - like"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At5g62540 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kd 3 (ubiquitin-protein ligase 3) (ubiquitin carrier protein 3)-like protein (sp|P42746)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
Propertest Accuracy: 15/18 (83.33%)
Propertest Frequency class 'mips_03_03_04': 88/3048 (2.89%)
New (unknown) data (1980 items):
at_At1g27530 - no entry null
at_At1g53020 - no entry null
------------------
Rule 550
d.20.1 <= 4.8e-06
-> class mips_03_03_01 "mitotic cell cycle and cell cycle control"
Evaluation on training data (3968 items):
at_At1g17280 - mips_06_07_05 "putative ubiquitin-conjugating enzyme"
mips_06_13_01
mips_14_04_03
mips_14_04_03_03
mips_30_10
at_At1g70660 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g16740 mips_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At2g16920 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At2g33770 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g08690 mips_03_03_01_01 "putative ubiquitin conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g13550 mips_03_03_01_01 "ubiquitin-conjugating enzyme COP10 (COP10)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g20060 mips_03_03_01_01 "ubiquitin-conjugating enzyme, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At3g55380 - mips_03_03_02 "ubiquitin-conjugating enzyme UBC3"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At4g36410 - mips_06_07_05 "ubiquitin-conjugating enzyme"
mips_08_05
at_At4g36800 mips_03 "ubiquitin-protein ligase like protein"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13
mips_30
at_At5g05080 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g42990 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g50870 - mips_06_07 "ubiquitin-conjugating enzyme-like protein"
mips_06_07_05
mips_06_13
mips_06_13_01
mips_08
mips_08_13
mips_11_01
mips_14_01
mips_14_04_03
mips_14_04_03_03
mips_14_04_03_05
at_At5g53300 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 10 (ubiquitin-protein ligase 10) (ubiquitin carrier protein 10) (sp|P35133)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g56150 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
Training Accuracy: 12/16 (75.00%)
Training Frequency class 'mips_03_03_01': 214/3968 (5.39%)
Evaluation on validation data (1980 items):
at_At1g14400 - mips_03_03_02 "unknown protein"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
at_At1g45050 mips_03_03_01_01 "similar to ubiquitin-conjugating enzyme 15 gb|AAC39324.1; similar to ESTs emb|Z47633.1, gb|L47909.1, gb|T42291.1"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g63800 - mips_03_03_02 "putative ubiquitin-conjugating enzyme"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_14_04_03_03
mips_14_04_03_05
at_At1g64230 mips_03_03 "ubiquitin-conjugating enzyme, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At1g75440 mips_03_01_05_01 "ubiquitin-conjugating enzyme 16, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At2g18600 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g32790 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g46030 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_04_03
mips_14_04_03_03
mips_30_10
at_At3g08700 mips_03_03_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07_05
mips_30_10
at_At3g12400 - mips_02 "unknown protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_06_07
mips_06_13
mips_06_13_04
mips_08
mips_08_13
mips_63_01
mips_63_03
at_At5g13860 - mips_02 "putative protein"
mips_01_05_01
mips_01_05_01_01
mips_06_07
mips_06_13
mips_06_13_04
mips_08
mips_08_13
at_At5g41340 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-21 kD 1 (ubiquitin-protein ligase 4) (ubiquitin carrier protein 4) (sp|P42748)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_08_13
mips_14_04_03
mips_14_04_03_03
mips_14_04_03_05
mips_30_10
Validation Accuracy: 8/12 (66.67%)
Validation Frequency class 'mips_03_03_01': 107/1980 (5.40%)
Evaluation on propertest data (3048 items):
at_At1g16890 mips_03 "unknown protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At1g23260 mips_03_03_01_01 "similar to DNA binding protein (At1g23260)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g36340 mips_03 "putative ubiquitin conjugating enzyme"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40
mips_40_03
at_At1g50490 mips_03_03_01_01 "cyclin-specific ubiquitin carrier protein, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g78870 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g02760 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g36060 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g15355 mips_03_03_01_01 "ubiquitin-conjugating like enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g17000 - mips_03_03_04 "ubiquitin conjugating enzyme, putative"
mips_03_03_04_07
mips_06_07_05
at_At3g46460 - mips_03_03 "ubiquitin conjugating enzyme E2 (UBC13)"
mips_03_03_02
mips_06_07_05
mips_06_13
mips_06_13_01
mips_14_04_03
mips_14_04_03_03
mips_48
mips_62_01_07
at_At3g52560 - mips_06_07_05 "putative DNA-binding protein"
mips_06_13_01
mips_08_13
mips_14_04_03_03
mips_14_04_03_05
at_At3g57870 mips_03_03_01_01 "E2 ubiquitin-conjugating-like enzyme Ahus5"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At4g27960 mips_03_03_01_01 "ubiquitin-protein ligase UBC9"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g25760 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g41700 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 8 (ubiquitin-protein ligase 8) (ubiquitin carrier protein 8) (sp|P35131)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g50430 mips_03_03 "ubiquitin conjugating enzyme-like protein"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At5g59300 - mips_03_03_02 "ubiquitin-conjugating enzyme - like"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At5g62540 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kd 3 (ubiquitin-protein ligase 3) (ubiquitin carrier protein 3)-like protein (sp|P42746)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
Propertest Accuracy: 14/18 (77.78%)
Propertest Frequency class 'mips_03_03_01': 162/3048 (5.31%)
New (unknown) data (1980 items):
at_At1g27530 - no entry null
at_At1g53020 - no entry null
------------------
Rule 100
b.104 > 1.3999e-42
b.29.1 <= 1.8e-08
b.6 > 0.0048
-> class mips_01_05_99 "other C-compound, carbohydrate metabolism activities"
Evaluation on training data (3968 items):
at_At1g08450 - mips_04_05_01_04_99 "calreticulin like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_17_01
at_At1g10550 mips_01_05_99 "endoxyloglucan transferase like protein"
mips_30_01
mips_40_01
at_At1g14720 mips_01_05_99 "xyloglucan endo-transglycosylase, putative"
mips_40_01
at_At1g15530 - mips_10 "hypothetical protein"
mips_10_01_01
mips_98
at_At2g01850 mips_01_05_99 "putative xyloglucan-specific glucanase"
mips_40_01
at_At2g06850 mips_01_05_99 "putative endoxyloglucan glycosyltransferase"
mips_40_01
at_At2g14620 mips_01 "putative endoxyloglucan glycosyltransferase"
mips_01_05
mips_01_05_01
mips_01_05_99
mips_30
mips_30_01
mips_40_01
at_At3g23730 mips_01_05_99 "xyloglucan endotransglycosylase, putative"
mips_40_01
at_At3g25050 mips_01_05_99 "endoxyloglucan transferase, putative"
mips_40_01
at_At3g48580 mips_01_05_99 "endoxyloglucan transferase-like protein"
mips_40_01
at_At3g60920 - mips_20_25 "putative protein"
mips_20_25_16
mips_30_22
mips_30_25
mips_40_22
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At4g13090 mips_01_05_99 "endoxyloglucan transferase-like protein"
mips_40_01
at_At4g14130 mips_01_05_99 "xyloglucan endotransglycosylase-related protein XTR-7"
mips_40_01
at_At4g25810 mips_01_05_01 "xyloglucan endo-1,4-beta-D-glucanase (XTR-6)"
mips_01_05_99
mips_30_01
mips_40_01
at_At4g30270 mips_01_05_99 "xyloglucan endo-1,4-beta-D-glucanase precursor"
mips_40_01
at_At5g13870 mips_01_05_01 "endoxyloglucan transferase (dbj|BAA81669.1)"
mips_01_05_99
mips_30_01
mips_40_01
at_At5g48070 mips_01_05_99 "xyloglucan endo-1,4-beta-D-glucanase"
mips_30_01
mips_40_01
at_At5g57540 mips_01_05_99 "xyloglucan endotransglycosylase"
mips_40_01
Training Accuracy: 15/18 (83.33%)
Training Frequency class 'mips_01_05_99': 65/3968 (1.64%)
Evaluation on validation data (1980 items):
at_At1g53070 - mips_10_01 "protein kinase, putative"
mips_10_01_01
mips_10_05
at_At1g65310 mips_01_05_99 "putative protein"
mips_40_01
at_At2g18800 mips_01_05_99 "putative xyloglucan endo-transglycosylase"
mips_40_01
at_At4g18990 mips_01_05_99 "xyloglucan endo-transglycosylase - like protein"
mips_30_01
mips_40_01
at_At4g30290 mips_01 "xyloglucan endo-1,4-beta-D-glucanase-like protein"
mips_01_05
mips_01_05_01
mips_01_05_99
mips_30
mips_30_01
mips_40_01
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'mips_01_05_99': 27/1980 (1.36%)
Evaluation on propertest data (3048 items):
at_At1g26810 - mips_01_05_01_01 "hypothetical protein"
mips_01_05_01_01_01
mips_06
mips_40_08
at_At1g27120 - mips_01_05_01_01_01 "unknown protein"
mips_40_08
at_At1g32170 mips_01_05_99 "endoxyloglucan transferase"
mips_30_01
mips_40_01
at_At2g36870 mips_01_05_99 "putative xyloglucan endo-transglycosylase"
mips_30_01
mips_40_01
at_At3g44990 mips_01_05_99 "xyloglucan endo-transglycosylase"
mips_40_01
at_At3g45430 - mips_10 "receptor like protein kinase"
mips_10_01_01
at_At4g03210 mips_01_05_99 "putative xyloglucan endotransglycosylase"
mips_40_01
at_At4g13080 mips_01_05_99 "endoxyloglucan transferase-like protein"
mips_40_01
at_At4g25820 mips_01_05_99 "putative xyloglucan endo-1,4-beta-D-glucanase"
mips_30_01
mips_40_01
at_At4g28850 mips_01_05_99 "xyloglucan endotransglycosylase - like protein"
mips_40_01
at_At4g30280 mips_01_05_99 "xyloglucan endo-1,4-beta-D-glucanase-like protein"
mips_30_01
mips_40_01
at_At4g37800 mips_01_05_99 "endo-xyloglucan transferase - like protein"
mips_40_01
at_At5g57530 mips_01_05_99 "xyloglucan endotransglycosylase"
mips_40_01
at_At5g57550 mips_01_05_99 "endoxyloglucan transferase (gb|AAD45127.1)"
mips_30_01
mips_40_01
at_At5g57560 mips_01_05_99 "TCH4 protein (gb|AAA92363.1)"
mips_40_01
at_At5g65730 mips_01_05_99 "xyloglucan endo-transglycosylase-like protein"
mips_30_01
mips_40_01
Propertest Accuracy: 13/16 (81.25%)
Propertest Frequency class 'mips_01_05_99': 48/3048 (1.57%)
New (unknown) data (1980 items):
at_At1g53080 - no entry null
at_At2g29220 - no entry null
at_At3g08870 - no entry null
at_At3g16530 - no entry null
at_At3g45330 - no entry null
at_At3g45410 - no entry null
at_At3g53380 - no entry null
at_At3g59750 - no entry null
at_At4g02420 - no entry null
at_At4g04960 - no entry null
at_At5g03140 - no entry null
at_At5g55830 - no entry null
at_At5g59260 - no entry null
at_At5g59270 - no entry null
at_At5g60280 - no entry null
at_At5g60300 - mips_10_05 "receptor like protein kinase"
at_At5g60310 - no entry null
at_At5g60320 - no entry null
at_At5g65600 - no entry null
at_At1g53060 - no entry null
at_At1g70110 - no entry null
at_At1g74800 - no entry null
at_At1g78540 - no entry null
at_At2g29250 - no entry null
at_At2g43690 - no entry null
at_At2g43700 - no entry null
at_At3g45390 - no entry null
at_At3g45420 - no entry null
at_At3g45440 - no entry null
at_At3g53810 - no entry null
at_At3g59700 - no entry null
at_At3g59730 - no entry null
at_At3g59740 - no entry null
at_At4g21060 - no entry null
at_At4g28350 - no entry null
at_At4g29050 - no entry null
at_At5g01090 - no entry null
at_At5g01560 - no entry null
at_At5g10530 - no entry null
at_At5g60270 - no entry null
at_At5g62620 - no entry null
at_At1g07460 - no entry null
at_At1g58230 - no entry null
at_At1g70130 - mips_10_05 "hypothetical protein"
at_At2g37710 - no entry null
at_At3g54080 - no entry null
at_At3g55550 - no entry null
at_At4g02410 - no entry null
at_At5g01550 - no entry null
at_At5g03350 - no entry null
at_At5g06740 - no entry null
at_At5g42120 - no entry null
------------------
Rule 304
a.158.1 <= 0.0034
d <= 0.02
-> class mips_43_03_23 "sensory cell"
Evaluation on training data (3968 items):
at_At1g25280 mips_10_01 ""
mips_10_01_05
mips_10_01_05_05
mips_10_05
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_02
mips_40_03
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47
mips_47_03
mips_47_03_02
mips_48
mips_63_09
at_At1g47270 mips_10_01_05 "unknown protein"
mips_10_01_05_05
mips_10_05
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_02
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47
mips_47_03
mips_47_03_02
mips_48
mips_63_09
at_At1g53320 mips_04 "tubby like protein (Tub family protein)"
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_05
mips_10_05
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_02
mips_40_03
mips_40_10
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47
mips_47_03
mips_47_03_02
mips_48
mips_63
mips_63_09
mips_98
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_43_03_23': 13/3968 (0.33%)
Evaluation on validation data (1980 items):
at_At1g23780 - mips_03 "unknown protein"
mips_03_03
mips_03_03_01
mips_06_07_05
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_14_04
mips_25_05
mips_63_01
at_At1g43640 mips_10_01_05_05 "putative protein"
mips_20_25_01
mips_20_25_01_01
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47_03_02
mips_48
mips_63_09
at_At2g18280 mips_04 "putative Tub family protein"
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_05
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_02
mips_40_03
mips_40_10
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47
mips_47_03
mips_47_03_02
mips_48
mips_63
mips_63_09
mips_98
Validation Accuracy: 2/3 (66.67%)
Validation Frequency class 'mips_43_03_23': 3/1980 (0.15%)
Evaluation on propertest data (3048 items):
at_At1g76900 mips_10_01_05_05 "hypothetical protein"
mips_20_25_01
mips_20_25_01_01
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47_03_02
mips_48
mips_63_09
at_At2g47900 mips_10_01_05 "Tub family like protein"
mips_10_01_05_05
mips_20_25_01
mips_20_25_01_01
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47_03_02
mips_48
mips_63_09
at_At5g18680 mips_10_01_05_05 "tub family-like protein"
mips_20_25_01
mips_20_25_01_01
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47_03_02
mips_48
mips_63_09
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'mips_43_03_23': 10/3048 (0.33%)
New (unknown) data (1980 items):
at_At1g59680 - no entry null
at_At1g66490 - no entry null
at_At1g77650 - no entry null
at_At3g49510 - no entry null
at_At3g49520 - no entry null
at_At4g12560 - no entry null
at_At5g51000 - no entry null
at_At1g47800 - no entry null
at_At1g54550 - no entry null
at_At1g61940 - no entry null
at_At4g17200 - no entry null
at_At1g47790 - no entry null
at_At1g78280 - no entry null
at_At3g59210 - no entry null
------------------
Rule 241
a.157.1 <= 4e-11
-> class mips_47_03_02 "sensory organs"
Evaluation on training data (3968 items):
at_At1g20140 mips_01_01_04 "kinetochore protein Skp1, putative"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g25700 mips_01_01 "putative kinetechore (Skp1p-like) protein"
mips_01_01_04
mips_01_05_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21830 mips_01_01_04 "kinetochore-like protein, Skp1p"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21860 mips_01 "kinetochore-like protein, Skp1p"
mips_01_01
mips_01_01_04
mips_03
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_99
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_25
mips_25_05
mips_25_05_09
mips_30
mips_30_04
mips_40
mips_40_10
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
mips_99
at_At3g53060 mips_03 "kinetochore - like protein"
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_99
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_02
mips_40_10
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
mips_63
mips_63_03
mips_67
mips_67_01
mips_67_04
at_At3g60020 mips_01_01_04 "Skp1-like protein"
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At5g42190 mips_01_01_04 "UIP2 (gb|AAC63110.1)"
mips_01_05_04
mips_04_05_01_04_99
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'mips_47_03_02': 28/3968 (0.71%)
Evaluation on validation data (1980 items):
at_At1g10230 mips_01_01_04 "putative kinetochore protein"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03170 mips_01_01 "putative kinetechore (Skp1p-like) protein"
mips_01_01_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21840 mips_04_05_01_04_99 "kinetochore-like protein, Skp1p"
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At4g34210 mips_01_01_04 "kinetochore (SKP1p) - like protein"
mips_03
mips_03_03_01
mips_04_05_01_04_99
mips_14_04
mips_25_05
mips_25_05_09
mips_30
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_47_03_02': 12/1980 (0.61%)
Evaluation on propertest data (3048 items):
at_At1g75950 mips_01_01_04 "UIP1"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03160 mips_01_01_04 "putative kinetechore (Skp1p-like) protein"
mips_01_05_04
mips_04_05_01_04_99
mips_06_13_01
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03190 mips_04_05_01_04_99 "putative kinetechore (Skp1p-like) protein"
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_40_10_99
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g20160 mips_01_01_04 "putative kinetechore (Skp1p-like) protein"
mips_03_03_01
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g45950 mips_04_05_01_04_99 "SKP1-like protein"
mips_14_01
mips_14_01_03
mips_30_04
mips_40_10_99
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21850 mips_01_01_04 "kinetochore-like protein, Skp1p"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g25650 mips_01_01_04 "kinetechore protein, putative"
mips_04_05_01_04_99
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g60010 mips_01_01 "Skp1-like protein"
mips_01_01_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At4g34470 mips_01_01_04 "Skp1p - like protein"
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'mips_47_03_02': 22/3048 (0.72%)
New (unknown) data (1980 items):
------------------
Rule 809
a.118.7 <= 5.4e-11
-> class mips_20_25_01 "animal sensory mechanisms"
Evaluation on training data (3968 items):
at_At1g22300 mips_10_05_02 "unknown protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g10450 mips_20_25_01 "14-3-3 regulatory protein"
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
Training Accuracy: 2/2 (100.00%)
Training Frequency class 'mips_20_25_01': 65/3968 (1.64%)
Evaluation on validation data (1980 items):
at_At1g35160 mips_13_01_01_01 "32kDa endonuclease, putative"
mips_13_11
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At4g09000 mips_10_05_01 "14-3-3-like protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g10450 mips_10_05_01 "14-3-3-like protein AFT1"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_20_25_01': 28/1980 (1.41%)
Evaluation on propertest data (3048 items):
at_At1g22290 mips_10_05_02 "hypothetical protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g26480 mips_13_01_01 "14-3-3 protein epsilon, putative"
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g34760 mips_10_05_02 "putative protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78220 mips_10_05_01 "putative 14-3-3 protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78300 mips_13_11_03 "putative tyrosine activation protein"
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g42590 mips_10_05_01 "14-3-3 regulatory protein (GF14 mu)"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At5g16050 mips_20 "14-3-3-LIKE PROTEIN GF14 UPSILON"
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g38480 mips_13_01 "14-3-3 protein homolog RCI1 (pir||S47969)"
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At5g65430 mips_10_05_01 "GF14 Kappa isoform"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'mips_20_25_01': 65/3048 (2.13%)
New (unknown) data (1980 items):
------------------
Rule 143
c.91.1 <= 0.00074
-> class mips_67_50_25 "ABC transporters"
Evaluation on training data (3968 items):
at_At1g17840 mips_01_07 "putative ABC transporter (At1g17840)"
mips_67_10
mips_67_28
mips_67_50_25
at_At1g51460 mips_01_06_13 "ATP-dependent transmembrane transporter, putative"
mips_01_07_01
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
at_At1g53390 mips_01_06_13 "putative ABC transporter gb|AAD31586.1"
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At1g58050 - mips_04_05_05_01 "hypothetical protein"
mips_04_05_05_01_10
mips_04_05_05_11
at_At1g65410 mips_08_04 "ABC transporter like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_19_03
mips_67_50
mips_67_50_25
at_At1g67940 mips_30_25 "ABC transporter like protein"
mips_63_19_03
mips_67_50
mips_67_50_25
at_At1g71330 mips_67_50 "putative ABC transporter"
mips_67_50_25
at_At2g13610 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_01_07
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At3g13220 mips_01_06_13 "ABC transporter"
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At3g13640 mips_01_03 "RNase L inhibitor, putative"
mips_02
mips_01_03_16
mips_01_03_16_01
mips_02_11
mips_04_05
mips_04_05_05
mips_08
mips_11
mips_11_01
mips_13
mips_13_11
mips_14
mips_14_04
mips_25
mips_25_05
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_63_19
mips_67
mips_67_15
mips_67_50
mips_67_50_25
at_At3g47730 mips_67_50 "ABC-type transport protein-like protein"
mips_67_50_25
at_At3g47740 mips_67_50 "ABC-type transport protein-like protein"
mips_67_50_25
at_At3g47750 mips_67_50_25 "ABC-type transport protein-like protein"
at_At3g47770 mips_05_01 "ABC-type transport protein-like protein"
mips_05_01_01
mips_67
mips_67_13
mips_67_50
mips_67_50_25
at_At3g47780 mips_47_03_11 "ABC-type transport protein-like protein"
mips_47_03_11_07
mips_67_04_07
mips_67_04_07_99
mips_67_07
mips_67_07_03
mips_67_50
mips_67_50_25
at_At3g53480 mips_01_06_13 "ABC transporter - like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At3g55090 mips_01_06_13 "ABC transporter - like protein"
mips_01_07_01
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_At3g55130 mips_01_06 "ABC transporter - like protein"
mips_01_06_13
mips_08
mips_11
mips_11_07
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_At4g27420 mips_01_06 "putative protein"
mips_01_06_13
mips_01_07
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At4g33460 mips_08 "putative protein"
mips_40_02
mips_67_04
mips_67_50
mips_67_50_25
at_At5g06530 mips_01_07_01 "ABC transporter like protein"
mips_63_19_03
mips_67_10
mips_67_28
mips_67_50
mips_67_50_25
at_At5g13580 mips_01_06_13 "ABC transporter-like protein"
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At5g52860 mips_01_06_13 "ABC transporter-like protein"
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At5g60740 mips_40 "xABC transporter - like protein"
mips_63_19
mips_67
mips_67_10
mips_67_50_25
at_At5g61690 mips_67_13 "ABC transport protein - like"
mips_67_50_25
at_At5g61730 mips_67_50 "ABC transport protein - like"
mips_67_50_25
Training Accuracy: 25/26 (96.15%)
Training Frequency class 'mips_67_50_25': 118/3968 (2.97%)
Evaluation on validation data (1980 items):
at_At1g59870 mips_01_06_13 "putative ABC transporter (At1g59870)"
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At2g37360 mips_01_06_13 "putative ABC transporter"
mips_01_07
mips_01_07_01
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50_25
at_At2g39350 mips_01_07_01 "putative ABC transporter"
mips_67_10
mips_67_50_25
at_At3g10670 mips_63_19_03 "ABC transporter like ATPase"
mips_67_50
mips_67_50_25
at_At3g55100 mips_01_06 "ABC transporter - like protein"
mips_01_06_13
mips_01_07
mips_01_07_01
mips_08
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_At5g19410 mips_01_06 "membrane transporter - like protein"
mips_01_06_13
mips_08
mips_40_02
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
at_At5g61740 mips_05_01 "ABC family transporter - like protein"
mips_05_01_01
mips_40_07
mips_67_04
mips_67_13
mips_67_50
mips_67_50_25
Validation Accuracy: 7/7 (100.00%)
Validation Frequency class 'mips_67_50_25': 36/1980 (1.82%)
Evaluation on propertest data (3048 items):
at_At1g15210 mips_01_06_13 "putative ABC transporter"
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At1g31770 mips_01_07 "unknown protein"
mips_01_07_01
mips_08
mips_40_02
mips_67_10
mips_67_50
mips_67_50_25
at_At1g53270 mips_01_06_13 "putative ABC transporter emb|AAD22683.1"
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At1g54350 mips_67_50 "hypothetical protein"
mips_67_50_25
at_At1g66950 mips_01_06_13 "ABC transporter, putative"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At1g71960 mips_01_07_01 "putative ABC transporter"
mips_67_10
mips_67_50
mips_67_50_25
at_At2g01320 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_01_07
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At2g36380 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50_25
at_At2g37010 mips_01 "putative ABC transporter"
mips_01_06
mips_01_06_13
mips_08
mips_11
mips_11_07
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40
mips_40_02
mips_63
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At3g16340 mips_01_06_13 "putative ABC transporter"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50_25
at_At3g21090 mips_01_06_13 "ABC transporter, putative"
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At3g25620 mips_01_06 "membrane transporter, putative"
mips_01_06_13
mips_01_07
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At3g47760 mips_08 "ABC-type transport protein-like protein"
mips_40
mips_40_16
mips_63
mips_63_19
mips_67
mips_67_50
mips_67_50_25
at_At3g52310 mips_01_07_01 "ABC transporter-like protein"
mips_67_10
mips_67_28
mips_67_50
mips_67_50_25
at_At3g53510 mips_01_06_13 "ABC transporter -like protein"
mips_01_07
mips_01_07_01
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At3g55110 mips_01_06_13 "ABC transporter - like protein"
mips_01_07
mips_01_07_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50_25
at_At4g19210 mips_01_03 "RNase L inhibitor-like protein"
mips_01_03_16
mips_01_03_16_01
mips_02_11
mips_04_05_05
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_67_15
mips_67_50
mips_67_50_25
at_At4g25750 mips_01_06_13 "putative membrane transporter"
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
at_At5g02270 mips_08 "ABC transporter -like protein"
mips_40
mips_40_02
mips_63
mips_63_19
mips_67
mips_67_50
mips_67_50_25
at_At5g14100 mips_67_50_25 "putative protein"
at_At5g23070 - mips_01 "putative protein"
mips_01_03_04
mips_01_03_04_03
mips_03
mips_03_01
mips_03_03
mips_03_03_01
mips_03_03_01_01_03
mips_40
mips_63_19
at_At5g61700 mips_67_50_25 "ABC family transporter - like protein"
Propertest Accuracy: 21/22 (95.45%)
Propertest Frequency class 'mips_67_50_25': 63/3048 (2.07%)
New (unknown) data (1980 items):
at_At5g65690 - mips_02_01 "phosphoenolpyruvate carboxykinase (ATP) (EC 4.1.1.49) (pir||T05900)"
at_At4g37870 - mips_02_01 "phosphoenolpyruvate carboxykinase (ATP) -like protein"
------------------
Rule 184
c.95 <= 2.4e-10
-> class mips_01_06_01 "lipid, fatty-acid and isoprenoid biosynthesis"
Evaluation on training data (3968 items):
at_At1g02050 mips_01_06_01_05 "unknown protein"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At1g08900 - mips_01_05_07 "Beta integral like membrane protein"
mips_08_19
mips_40_30
mips_67_04_01
mips_67_04_01_02
mips_67_07
mips_67_50
mips_67_50_03
mips_67_50_03_01
at_At1g08930 - mips_01_05_07 "ERD6 protein"
mips_08_19
mips_67_07
at_At1g19440 mips_01_06_01_05 "very-long-chain fatty acid condensing enzyme CUT1, putative"
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At1g68530 mips_01_06_01 "very-long-chain fatty acid condensing enzyme (CUT1)"
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_20_35
mips_01_20_35_01
at_At1g74960 mips_01_06_01_05 "unknown protein"
mips_01_20_05
mips_01_20_05_11
mips_03_03_02
at_At2g15090 mips_01 "putative fatty acid elongase"
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
at_At2g16280 mips_01_06_01_05 "putative beta-ketoacyl-CoA synthase"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At2g33150 mips_01_06_01_07 "3-ketoacyl-CoA thiolase"
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_02_25
mips_40_19
at_At2g46720 mips_01_06 "putative beta-ketoacyl-CoA synthase"
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
at_At3g10280 mips_01_06 "putative fatty acid elongase 3-ketoacyl-CoA synthase 1"
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
at_At3g52160 mips_01_06_01 "beta-ketoacyl-CoA synthase like protein"
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At4g34250 mips_01_06_01_05 "fatty acid elongase - like protein"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At4g34520 mips_01_06_01 "fatty acid elongase 1"
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At4g34850 mips_01_06_01_05 "chalcone synthase - like protein"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At5g13930 mips_01_06_01_05 "chalcone synthase (naringenin-chalcone synthase) (testa 4 protein) (sp|P13114)"
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At5g27360 - mips_01_05_07 "sugar-porter family protein 2 (SFP2)"
mips_08_19
mips_67_07
at_At5g46290 mips_01_06_01_05 "3-oxoacyl-[acyl-carrier-protein] synthase I precursor (beta-ketoacyl-acp synthase I) (KAS I) (sp|P52410)"
mips_01_20_05
mips_01_20_05_11
mips_03_03_02
mips_20_25_16
at_At5g47720 mips_01_01 "acetoacyl-CoA-thiolase"
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_04
mips_01_06_01
mips_01_06_01_05
mips_01_06_04
mips_01_20_25
mips_02_25
mips_02_45
mips_02_45_20
mips_02_45_99
mips_02_99
at_At5g49070 mips_01_06_01 "fatty acid elongase; beta-ketoacyl-CoA synthase-like protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
Training Accuracy: 17/20 (85.00%)
Training Frequency class 'mips_01_06_01': 162/3968 (4.08%)
Evaluation on validation data (1980 items):
at_At1g04220 mips_01_06 "putative beta-ketoacyl-CoA synthase (At1g04220)"
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_20
mips_01_20_35
mips_01_20_35_01
at_At1g04710 mips_01_06_01_07 "acetyl-CoA acyltransferase like protein"
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_02_25
mips_40_19
at_At1g07720 mips_01_06_01 "fatty acid elongase 3-ketoacyl-CoA synthase, putative"
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At1g25450 mips_01_06_01_05 "unknown protein"
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At2g04540 mips_01_06_01_05 "3-oxoacyl carrier protein synthase"
mips_01_20_05
mips_01_20_05_11
mips_03_03_02
at_At2g26640 mips_01_06_01_05 "putative beta-ketoacyl-CoA synthase"
mips_01_06_01_07
mips_01_20_35_01
at_At2g48020 - mips_01_05 "sugar transporter like protein"
mips_01_05_04
mips_01_05_07
mips_08
mips_08_19
mips_13
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_30
mips_30_01
mips_40_02
mips_67
mips_67_07
at_At4g34510 mips_01_06_01 "putative ketoacyl-CoA synthase"
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35_01
at_At5g27350 - mips_01_05_04 "sugar transporter like protein"
mips_01_05_07
mips_08_19
mips_67_07
at_At5g48880 mips_01_06_01_07 "peroxisomal-3-keto-acyl-CoA thiolase 1 (PKT1)"
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_02_25
mips_40_19
Validation Accuracy: 8/10 (80.00%)
Validation Frequency class 'mips_01_06_01': 77/1980 (3.89%)
Evaluation on propertest data (3048 items):
at_At1g01120 mips_01_06_01_07 "putative fatty acid elongase 3-ketoacyl-CoA synthase 1 (At1g01120)"
mips_01_06_01_07_11
at_At1g08920 - mips_01_05_04 "putative sugar transport protein"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_67_07
at_At1g62640 mips_01_06_01_05 "3-ketoacyl-acyl carrier protein synthase III (KAS III)"
mips_01_06_01_07
mips_01_06_01_07_11
at_At1g71160 mips_01_06_01_05 "putative ketoacyl-CoA synthase"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At2g26250 mips_01_06_01 "beta-ketoacyl-CoA synthase (FIDDLEHEAD)"
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At2g28630 mips_01_06_01 "putative fatty acid elongase"
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At4g00040 mips_01_06_01_07 "putative chalcone synthase"
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At4g11820 mips_01_06_01_07 "hydroxymethylglutaryl-CoA synthase"
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_01_20_05
mips_01_20_05_11
at_At5g04530 mips_01_06_01 "fatty acid elongase - like protein"
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At5g43760 mips_01_06 "beta-ketoacyl-CoA synthase"
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At5g48230 mips_01_01_10 "acetoacetyl-CoA thiolase (AAT1)"
mips_01_01_10_04
mips_01_01_10_04_04
mips_01_06_01_05
mips_01_06_04
mips_01_20_25
mips_02_25
mips_02_45
mips_02_45_20
mips_02_45_99
mips_02_99
Propertest Accuracy: 10/11 (90.91%)
Propertest Frequency class 'mips_01_06_01': 146/3048 (4.79%)
New (unknown) data (1980 items):
------------------
Rule 107
a.102.4 > 1.2e-21
a.128 <= 2.8e-21
-> class mips_01_06_01 "lipid, fatty-acid and isoprenoid biosynthesis"
Evaluation on training data (3968 items):
at_At1g17050 mips_01_06_01 "putative prenyl transferase (prephytoene pyrophosphatase dehydrogenase)"
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At1g78510 mips_01_06 "polyprenyl diphosphate synthase (At-trans-PT)"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_30
mips_30_26
mips_30_26_03
mips_40_16
at_At2g18620 mips_01_06 "putative geranylgeranyl pyrophosphate synthase"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10_05
mips_30_26
mips_30_26_03
at_At2g23800 mips_01_06_01 "pregeranylgeranyl pyrophosphate synthase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_20_13
mips_30_26
mips_30_26_03
at_At2g37140 - mips_01_20_13 "putative vetispiradiene synthase"
mips_01_20_35
mips_01_20_35_01
at_At3g14550 mips_01_06_01_07 "geranylgeranyl pyrophosphate synthase (GGPS3)"
mips_01_06_01_07_11
mips_01_06_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At3g29430 mips_01_06_01 "geranylgeranyl pyrophosphate synthase, putative"
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At3g32040 mips_01_06_01 "geranylgeranyl pyrophosphate synthase, putative"
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At5g17230 mips_01_06_01 "phytoene synthase (gb|AAB65697.1)"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_13
mips_40_07
mips_43
mips_43_03
mips_45
mips_45_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_47_03_99
mips_63_21
mips_63_21_07
at_At5g47770 mips_01_06 "farnesyl diphosphate synthase precursor (gb|AAB49290.1)"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10_05
mips_30
mips_30_26
mips_30_26_03
mips_40_03
Training Accuracy: 9/10 (90.00%)
Training Frequency class 'mips_01_06_01': 162/3968 (4.08%)
Evaluation on validation data (1980 items):
at_At3g14510 mips_01_06_01 "geranylgeranyl pyrophosphate synthetase, putative"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At4g17190 mips_01_06_01_07 "farnesyl-pyrophosphate synthetase FPS2"
mips_01_06_01_07_11
mips_01_06_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
mips_47_03_15
mips_47_03_15_07
mips_48
at_At4g34650 mips_01_06 "putative squalene synthase"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20
mips_01_20_13
mips_40_07
mips_43
mips_43_03
mips_45
mips_45_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_47_03_99
mips_63_21
mips_63_21_07
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_01_06_01': 77/1980 (3.89%)
Evaluation on propertest data (3048 items):
at_At1g49530 mips_01_06_01_07 "geranyl geranyl pyrophosphate synthase, putative"
mips_01_06_01_07_11
mips_01_06_07
mips_01_20_13
mips_30_26
mips_30_26_03
at_At2g18640 mips_01 "putative geranylgeranyl pyrophosphate synthase"
mips_01_06
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10
mips_30
mips_30_26
mips_30_26_03
mips_40
mips_40_03
at_At2g34630 mips_01_06_01 "putative trans-prenyltransferase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
at_At3g14530 mips_01_06_01 "putative geranylgeranyl pyrophosphate synthase GGPS3"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At3g31415 - mips_01_20_13 "vetispiradiene synthase, putative, 5' partial"
mips_01_20_35
mips_01_20_35_01
at_At4g34640 mips_01_06 "farnesyl-diphosphate farnesyltransferase"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20
mips_01_20_13
mips_40_02
mips_40_07
mips_43
mips_43_03
mips_45
mips_45_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_47_03_99
mips_63_21
mips_63_21_07
at_At4g36810 mips_01_06_01_07 "geranylgeranyl pyrophosphate synthase"
mips_01_06_01_07_11
mips_01_06_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At4g38460 mips_01_06 "geranylgeranyl pyrophosphate synthase-related protein"
mips_01_06_01
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10_05
mips_30_26
mips_30_26_03
Propertest Accuracy: 7/8 (87.50%)
Propertest Frequency class 'mips_01_06_01': 146/3048 (4.79%)
New (unknown) data (1980 items):
at_At1g62730 - no entry null
------------------
Rule 605
c.1 > 0.008
c.26.2 > 4.7e-06
d.153 <= 7.4e-25
-> class mips_06_13_01 "cytoplasmic and nuclear degradation"
Evaluation on training data (3968 items):
at_At1g13060 mips_03_03_02 "proteasome epsilon chain precursor"
mips_06_13_01
mips_06_13_01_01
mips_14_04_03
mips_14_04_03_05
mips_20_25_16
mips_20_25_16_03
mips_20_25_16_03_05
at_At1g16470 mips_04_05 "20S proteasome subunit PAB1"
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_40_03
mips_63_01
at_At1g47250 mips_04_05_01_04_01 "20S proteasome subunit PAF2"
mips_06_13
mips_06_13_01
mips_06_13_01_01
at_At1g53850 mips_03_03_02 "unknown protein"
mips_06_13_01
mips_06_13_01_01
mips_11_99
mips_14_04_03
mips_14_04_03_05
mips_40_07
at_At1g77440 mips_03_03_02 "putative 20S proteasome beta subunit PBC2"
mips_06_13_01
mips_06_13_01_01
mips_14_04_03
mips_14_04_03_05
mips_20_25_16
mips_20_25_16_03
mips_20_25_16_03_05
at_At2g27020 mips_06_13_01 "20S proteasome subunit C8 (PAG1/PRC8_ARATH)"
mips_06_13_01_01
mips_14_04_03
mips_14_04_03_05
at_At3g14290 mips_03_03_02 "20S proteasome subunit PAE2"
mips_06_13_01
mips_06_13_01_01
mips_11_99
mips_14_04_03
mips_14_04_03_05
at_At3g22110 mips_06_13_01 "20S proteasome subunit PAC1"
mips_06_13_01_01
mips_30_04
mips_40_07
at_At3g22850 - mips_01_01_01_01 "unknown protein"
mips_01_01_01_01_02
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_02
mips_01_02_01
at_At3g24090 - mips_01_01 "glutamine:fructose-6-phosphate amidotransferase, putative"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_02
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_04
mips_14_04_03
mips_14_04_03_03
mips_63_13
mips_63_13_01
at_At3g26340 mips_03 "26S proteasome beta subunit like protein"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_06
mips_06_07
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_14
mips_14_04
mips_20
mips_14_04_03
mips_14_04_03_05
mips_20_25
mips_20_25_16
mips_20_25_16_03
mips_20_25_16_03_05
mips_40_03
mips_40_07
mips_63
mips_63_01
at_At3g27430 mips_06_13_01 "20S proteasome beta subunit (PBB1)"
mips_06_13_01_01
mips_20_25_16
mips_30_03
at_At3g60820 mips_03_03_02 "proteasome component C5"
mips_06_13_01
mips_06_13_01_01
mips_14_04_03_05
mips_20_25_16_03
mips_20_25_16_03_05
at_At4g14800 mips_03_03_02 "proteasome chain protein"
mips_06_13_01
mips_06_13_01_01
mips_14_04_03
mips_14_04_03_05
mips_20_25
mips_20_25_16
mips_20_25_16_03
mips_20_25_16_03_05
mips_40_07
mips_65
at_At4g15160 mips_06_13_01 "cell wall protein like"
mips_06_13_01_01
at_At4g27450 - mips_01_01 "unknown protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_07
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_02
mips_01_02_01
mips_40_03
at_At4g31300 mips_03_03_02 "multicatalytic endopeptidase complex, proteasome precursor, beta subunit"
mips_06_13_01
mips_06_13_01_01
mips_14_04_03
mips_14_04_03_05
mips_20_25_16
mips_20_25_16_03
mips_20_25_16_03_05
mips_65
Training Accuracy: 14/17 (82.35%)
Training Frequency class 'mips_06_13_01': 73/3968 (1.84%)
Evaluation on validation data (1980 items):
at_At1g21720 mips_03 "putative 20S proteasome beta subunit PBC2"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_06_07
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_05
mips_40_03
mips_40_07
at_At2g05840 mips_04_05_01_04_01 "20S proteasome subunit (PAA2)"
mips_06_13_01
mips_06_13_01_01
at_At3g15450 - mips_01_01_01_07 "unknown protein"
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_03
mips_01_02
mips_01_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At3g16150 - mips_01_01_10_03 "putative L-asparaginase"
mips_01_20_01
mips_01_20_01_07
mips_40_25
at_At3g22630 mips_03_03_01 "multicatalytic endopeptidase complex, proteasome component, beta subunit"
mips_03_03_02
mips_06_13_01
mips_06_13_01_01
mips_14_04_03
mips_14_04_03_05
mips_20_25_16
mips_20_25_16_03
mips_20_25_16_03_05
mips_63_01
at_At4g00590 - mips_01_01_10 "putative glycosylasparaginase"
mips_01_01_10_03
mips_01_20_01
mips_01_20_01_07
mips_40_25
at_At5g08100 - mips_01_01_10 "asparaginase"
mips_01_01_10_03
mips_01_20_01
mips_01_20_01_07
mips_40_25
at_At5g35590 mips_04_05_01_04_01 "multicatalytic endopeptidase complex alpha subunit-like"
mips_06_13_01
mips_06_13_01_01
at_At5g40580 mips_06_13_01 "20S proteasome beta subunit PBB2"
mips_06_13_01_01
mips_30_03
at_At5g66140 mips_04_05_01_04_01 "20S proteasome subunit PAD2 (gb|AAC32059.1)"
mips_06_13_01
mips_06_13_01_01
Validation Accuracy: 6/10 (60.00%)
Validation Frequency class 'mips_06_13_01': 35/1980 (1.77%)
Evaluation on propertest data (3048 items):
at_At1g56450 mips_03_03 "putative protein (At1g56450)"
mips_03_03_01
mips_03_03_02
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_14_04_03
mips_14_04_03_05
mips_30_04
mips_40_07
at_At1g79210 mips_04 ""
mips_04_05_01_04_01
mips_05_01
mips_06
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_40_10
mips_63_01
at_At2g16570 - mips_01_01_01_01 "amidophosphoribosyltransferase"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_03_01
mips_01_03_01_03
mips_14_04
mips_63_19
at_At3g51260 mips_04_05_01_04_01 "multicatalytic endopeptidase complex alpha chain"
mips_06_13_01
mips_06_13_01_01
mips_40_07
at_At4g34740 - mips_01_01_01_01 "amidophosphoribosyltransferase 2 precursor"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_03_01
mips_01_03_01_03
at_At4g38880 - mips_01_01_01_01 "amidophosphoribosyltransferase - like protein"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_03_01
mips_01_03_01_03
at_At5g19140 - mips_01_01 "aluminium-induced protein - like"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_03
mips_01_03
mips_01_02
mips_01_02_01
mips_01_03_01
mips_01_03_01_03
at_At5g42790 mips_04_05_01_04_01 "20S proteasome subunit PAF1 (gb|AAC32062.1)"
mips_05_01
mips_06_13_01
mips_06_13_01_01
mips_40_10
at_At5g43830 - mips_01_01_01_07 "aluminum-induced protein-like"
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_03
mips_01_02
mips_01_02_01
at_At5g61540 - mips_01_01_10 "glycosylasparaginase - like protein"
mips_01_01_10_03
mips_01_20_01
mips_01_20_01_07
mips_40_25
Propertest Accuracy: 4/10 (40.00%)
Propertest Frequency class 'mips_06_13_01': 58/3048 (1.90%)
New (unknown) data (1980 items):
at_At2g41950 - no entry null
at_At1g70340 - no entry null
------------------
Rule 551
d.20.1 <= 4.8e-06
-> class mips_03_03_02 "meiosis"
Evaluation on training data (3968 items):
at_At1g17280 - mips_06_07_05 "putative ubiquitin-conjugating enzyme"
mips_06_13_01
mips_14_04_03
mips_14_04_03_03
mips_30_10
at_At1g70660 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g16740 mips_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At2g16920 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At2g33770 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g08690 mips_03_03_01_01 "putative ubiquitin conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g13550 mips_03_03_01_01 "ubiquitin-conjugating enzyme COP10 (COP10)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g20060 mips_03_03_01_01 "ubiquitin-conjugating enzyme, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At3g55380 mips_03_03_02 "ubiquitin-conjugating enzyme UBC3"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At4g36410 - mips_06_07_05 "ubiquitin-conjugating enzyme"
mips_08_05
at_At4g36800 mips_03 "ubiquitin-protein ligase like protein"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13
mips_30
at_At5g05080 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g42990 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g50870 - mips_06_07 "ubiquitin-conjugating enzyme-like protein"
mips_06_07_05
mips_06_13
mips_06_13_01
mips_08
mips_08_13
mips_11_01
mips_14_01
mips_14_04_03
mips_14_04_03_03
mips_14_04_03_05
at_At5g53300 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 10 (ubiquitin-protein ligase 10) (ubiquitin carrier protein 10) (sp|P35133)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g56150 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
Training Accuracy: 13/16 (81.25%)
Training Frequency class 'mips_03_03_02': 77/3968 (1.94%)
Evaluation on validation data (1980 items):
at_At1g14400 mips_03_03_02 "unknown protein"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
at_At1g45050 mips_03_03_01_01 "similar to ubiquitin-conjugating enzyme 15 gb|AAC39324.1; similar to ESTs emb|Z47633.1, gb|L47909.1, gb|T42291.1"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g63800 mips_03_03_02 "putative ubiquitin-conjugating enzyme"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_14_04_03_03
mips_14_04_03_05
at_At1g64230 mips_03_03 "ubiquitin-conjugating enzyme, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At1g75440 mips_03_01_05_01 "ubiquitin-conjugating enzyme 16, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At2g18600 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g32790 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g46030 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_04_03
mips_14_04_03_03
mips_30_10
at_At3g08700 mips_03_03_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07_05
mips_30_10
at_At3g12400 - mips_02 "unknown protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_06_07
mips_06_13
mips_06_13_04
mips_08
mips_08_13
mips_63_01
mips_63_03
at_At5g13860 - mips_02 "putative protein"
mips_01_05_01
mips_01_05_01_01
mips_06_07
mips_06_13
mips_06_13_04
mips_08
mips_08_13
at_At5g41340 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-21 kD 1 (ubiquitin-protein ligase 4) (ubiquitin carrier protein 4) (sp|P42748)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_08_13
mips_14_04_03
mips_14_04_03_03
mips_14_04_03_05
mips_30_10
Validation Accuracy: 10/12 (83.33%)
Validation Frequency class 'mips_03_03_02': 36/1980 (1.82%)
Evaluation on propertest data (3048 items):
at_At1g16890 mips_03 "unknown protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At1g23260 mips_03_03_01_01 "similar to DNA binding protein (At1g23260)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g36340 mips_03 "putative ubiquitin conjugating enzyme"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40
mips_40_03
at_At1g50490 mips_03_03_01_01 "cyclin-specific ubiquitin carrier protein, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g78870 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g02760 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g36060 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g15355 mips_03_03_01_01 "ubiquitin-conjugating like enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g17000 - mips_03_03_04 "ubiquitin conjugating enzyme, putative"
mips_03_03_04_07
mips_06_07_05
at_At3g46460 mips_03_03 "ubiquitin conjugating enzyme E2 (UBC13)"
mips_03_03_02
mips_06_07_05
mips_06_13
mips_06_13_01
mips_14_04_03
mips_14_04_03_03
mips_48
mips_62_01_07
at_At3g52560 - mips_06_07_05 "putative DNA-binding protein"
mips_06_13_01
mips_08_13
mips_14_04_03_03
mips_14_04_03_05
at_At3g57870 mips_03_03_01_01 "E2 ubiquitin-conjugating-like enzyme Ahus5"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At4g27960 mips_03_03_01_01 "ubiquitin-protein ligase UBC9"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g25760 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g41700 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 8 (ubiquitin-protein ligase 8) (ubiquitin carrier protein 8) (sp|P35131)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g50430 mips_03_03 "ubiquitin conjugating enzyme-like protein"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At5g59300 mips_03_03_02 "ubiquitin-conjugating enzyme - like"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At5g62540 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kd 3 (ubiquitin-protein ligase 3) (ubiquitin carrier protein 3)-like protein (sp|P42746)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
Propertest Accuracy: 16/18 (88.89%)
Propertest Frequency class 'mips_03_03_02': 51/3048 (1.67%)
New (unknown) data (1980 items):
at_At1g27530 - no entry null
at_At1g53020 - no entry null
------------------
Rule 170
f.19 <= 1.6e-34
-> class mips_25_05_13 "neurogenesis"
Evaluation on training data (3968 items):
at_At2g16850 mips_25_05_13 "putative aquaporin (plasma membrane intrinsic protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At2g25810 mips_13_01 "putative aquaporin (tonoplast intrinsic protein)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g54820 - mips_33_03_13 "aquaporin/MIP - like protein"
mips_35_03_17
mips_67_99
at_At4g01470 mips_13 "putative water channel protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At4g17340 mips_08 "membrane channel like protein"
mips_13_01
mips_20
mips_20_25
mips_20_25_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
at_At4g23400 mips_20 "water channel - like protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_99
at_At5g18290 - mips_13_01 "putative protein"
mips_20_25
mips_20_25_99
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
Training Accuracy: 5/7 (71.43%)
Training Frequency class 'mips_25_05_13': 105/3968 (2.65%)
Evaluation on validation data (1980 items):
at_At1g73190 - mips_13_01 "tonoplast intrinsic protein, alpha (alpha-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_20_25_99
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g34390 mips_20 "putative aquaporin (plasma membrane intrinsic protein)"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_01
mips_67_99
mips_98
at_At2g45960 mips_25_05_13 "aquaporin (plasma membrane intrinsic protein 1B)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At3g16240 mips_13_01 "delta tonoplast integral protein (delta-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g26520 mips_13_01 "salt-stress induced tonoplast intrinsic protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g47440 mips_13_01 "aquaporin-like protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g53420 mips_20 "plasma membrane intrinsic protein 2a"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_99
mips_98
mips_99
at_At3g61430 mips_25_05_13 "plasma membrane intrinsic protein 1a"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At4g00430 mips_25_05_13 "transmembrane protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At4g10380 - mips_33_03_13 "major intrinsic protein (MIP) - like"
mips_35_03_17
mips_67_99
at_At5g37820 mips_25_05_13 "Membrane integral protein (MIP) -like"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At5g60660 mips_25_05_13 "mipC protein - like (aquaporin)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
Validation Accuracy: 10/12 (83.33%)
Validation Frequency class 'mips_25_05_13': 53/1980 (2.68%)
Evaluation on propertest data (3048 items):
at_At1g01620 mips_25_05_13 "putative protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At1g17810 - mips_13_01_01 "putative protein"
mips_13_01_01_99
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At1g80760 mips_25_05_13 "nodulin-like protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_99
at_At2g36830 mips_13_01 "putative aquaporin (tonoplast intrinsic protein gamma)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g39010 mips_25_05_13 "putative aquaporin (water channel protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_99
at_At3g56950 mips_08 "unknown protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_20
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_01
mips_67_99
at_At5g37810 - mips_25_05 "Membrane integral protein (MIP) -like"
mips_33_03_13
mips_35_03_17
mips_67
mips_67_01
mips_67_99
at_At5g47450 mips_13_01 "membrane channel protein-like; aquaporin (tonoplast intrinsic protein)-like"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
Propertest Accuracy: 6/8 (75.00%)
Propertest Frequency class 'mips_25_05_13': 88/3048 (2.89%)
New (unknown) data (1980 items):
at_At4g19030 - mips_67_99 "nodulin-26 like protein"
at_At4g35100 - no entry null
at_At4g18910 - mips_25_05 "major intrinsic protein (MIP)- like"
mips_67
mips_67_01
mips_67_99
------------------
Rule 254
b.82.7 > 2.8e-13
f <= 0.016
-> class mips_67_01_01 "ion channels"
Evaluation on training data (3968 items):
at_At1g01340 mips_10_05_01 "CaM-regulated potassium ion channel (ACBK1)"
mips_10_05_01_10
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At1g07670 - mips_01 "endoplasmic reticulum-type calcium-transporting ATPase 4 (ECA4)"
mips_13
mips_13_05
mips_13_07
mips_25
mips_25_05
mips_25_05_09
mips_40_02
mips_40_07
mips_63
mips_63_17
mips_63_17_01
mips_63_19
mips_67
mips_67_04
mips_67_50
mips_67_50_22
mips_67_50_25
at_At1g42470 - mips_01_06 "Niemann-Pick C disease protein-like protein"
mips_01_06_13
mips_01_06_99
mips_06_04
mips_08
mips_08_07
mips_08_07_05
mips_08_07_99
mips_08_13
mips_10_05
mips_10_05_02
mips_10_05_02_99
mips_40_02
mips_40_09
mips_40_25
mips_67
mips_67_13
at_At1g55620 mips_08_07_22 "CLC-f chloride channel protein"
mips_13_01
mips_13_01_03
mips_13_01_03_05
mips_20_05
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
at_At1g58200 mips_01_05 "hypothetical protein"
mips_10_05
mips_20
mips_20_25
mips_20_25_16
mips_40_04
mips_63_07
mips_67
mips_67_01
mips_67_01_01
at_At2g16850 - mips_25_05_13 "putative aquaporin (plasma membrane intrinsic protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At2g24610 mips_06_10 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At2g25600 mips_67_01 "putative potassium transporter/channel"
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g25610 - mips_08_13 "putative vacuolar ATP synthase proteolipid subunit"
mips_40_25
mips_67_04
mips_67_15
mips_67_50
mips_67_50_22
at_At2g25810 mips_13_01 "putative aquaporin (tonoplast intrinsic protein)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g26650 mips_10_01_09 "K+ transporter, AKT1"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g29110 mips_10_05_02 "putative ligand-gated ion channel protein (AtGLR2.8)"
mips_10_05_02_30
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g39200 - mips_11_05_01 "membrane protein Mlo12"
at_At2g46450 mips_10_01_09 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At3g17700 mips_06_10 "cyclic nucleotide-binding transporter 1 (CNBT1)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At3g27170 mips_13_01 "CLC-b chloride channel protein"
mips_13_01_03
mips_13_01_03_05
mips_67_01
mips_67_01_01
mips_67_04_07
at_At3g48010 mips_10_01_09 "putative cyclic nucleotide-gated channel"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At3g54820 - mips_33_03_13 "aquaporin/MIP - like protein"
mips_35_03_17
mips_67_99
at_At4g01470 mips_13 "putative water channel protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At4g01840 mips_13_05 "putative potassium channel"
mips_67_01
mips_67_01_01
at_At4g17340 mips_08 "membrane channel like protein"
mips_13_01
mips_20
mips_20_25
mips_20_25_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
at_At4g22200 mips_10 "potassium channel (AKT2)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At4g23400 - mips_20 "water channel - like protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_99
at_At4g25950 - mips_14_01_03 "vacuolar-type H+-ATPase subunit G3 (VHA-G3)"
mips_40_25
mips_67_50_22
at_At4g30360 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At4g32470 - mips_02_11_05 "ubiquinol-cytochrome c reductase - like protein"
mips_02_13
mips_02_13_03
at_At4g32530 - mips_08_13 "H+-transporting ATPase like protein"
mips_40_25
mips_67_15
mips_67_50_22
at_At4g34720 - mips_06_10 "vacuolar H+-transporting ATPase 16K chain"
mips_08_13
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_40_25
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At4g35440 mips_08_07_22 "CLC-e chloride channel protein"
mips_13_01
mips_13_01_03
mips_13_01_03_05
mips_20_05
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_04
at_At4g38920 - mips_06_10 "H+-transporting ATPase 16K chain P2, vacuolar"
mips_08_13
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_40_25
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At5g10490 mips_67_01 "unknown protein"
mips_67_01_01
at_At5g11210 mips_10_05_02 "putative protein (AtGLR2.5)"
mips_10_05_02_30
mips_13_03
mips_13_03_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At5g13440 - mips_02_11_05 "ubiquinol--cytochrome-c reductase - like protein"
mips_02_13
mips_02_13_03
mips_30_16
at_At5g18290 mips_13_01 "putative protein"
mips_20_25
mips_20_25_99
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
at_At5g25450 - mips_02_11_05 "ubiquinol--cytochrome-c reductase-like protein"
mips_02_13
mips_02_13_03
at_At5g33280 mips_08_99 "chloride channel-like protein"
mips_13_01_03
mips_13_01_03_05
mips_43
mips_43_03
mips_45_03_17
mips_45_03_99
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_99
mips_67_01
mips_67_01_01
mips_67_04_07
at_At5g37500 mips_06_10 "guard cell outward rectifying K+ channel"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At5g40780 - mips_01_01_07 "amino acid permease"
mips_08_99
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
at_At5g46360 mips_67_01 "KCO-like protein 3 (emb|CAB40380.1)"
mips_67_01_01
at_At5g46370 mips_67_01 "outward rectifying potassium channel KCO"
mips_67_01_01
mips_67_04
at_At5g49960 mips_08 "putative protein"
mips_13_03
mips_13_03_01
mips_13_05
mips_40_02
mips_40_30
mips_67_01
mips_67_01_01
mips_67_04
at_At5g54250 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g57940 mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel (emb|CAB40130.1)"
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_13_05
mips_20
mips_40_02
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
Training Accuracy: 28/43 (65.12%)
Training Frequency class 'mips_67_01_01': 42/3968 (1.06%)
Evaluation on validation data (1980 items):
at_At1g15990 mips_10_01_09 ""
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At1g52180 mips_13_01_01 "putative delta tonoplast integral protein"
mips_13_01_01_99
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At1g73190 mips_13_01 "tonoplast intrinsic protein, alpha (alpha-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_20_25_99
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g28260 mips_06_10 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At2g34390 - mips_20 "putative aquaporin (plasma membrane intrinsic protein)"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_01
mips_67_99
mips_98
at_At2g41000 - mips_05_04 "putative DnaJ protein"
mips_06_01
mips_37
mips_37_03
mips_37_03_03
mips_37_03_03_02
at_At2g45960 - mips_25_05_13 "aquaporin (plasma membrane intrinsic protein 1B)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At2g46440 mips_10_01_09 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At3g16240 mips_13_01 "delta tonoplast integral protein (delta-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g26520 mips_13_01 "salt-stress induced tonoplast intrinsic protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g47440 mips_13_01 "aquaporin-like protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g53420 - mips_20 "plasma membrane intrinsic protein 2a"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_99
mips_98
mips_99
at_At3g61430 - mips_25_05_13 "plasma membrane intrinsic protein 1a"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At4g00430 - mips_25_05_13 "transmembrane protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At4g01010 mips_06_10 "cyclic nucleotide gated channel (CNGC4) like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At4g10380 - mips_33_03_13 "major intrinsic protein (MIP) - like"
mips_35_03_17
mips_67_99
at_At4g18290 mips_10_01_09 "potassium channel protein KAT2"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g30560 mips_04 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_06
mips_06_10
mips_10
mips_10_01
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63
mips_63_01
mips_63_09
mips_63_17
mips_63_17_03
mips_67
mips_67_01
mips_67_01_01
mips_67_04
at_At4g38350 - mips_01_06_13 "putative protein"
mips_01_06_99
mips_08_07
mips_08_07_05
mips_08_07_99
mips_08_13
mips_10_05_02
mips_10_05_02_99
mips_40_09
mips_40_25
mips_67_13
at_At5g14870 mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel -like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At5g37820 - mips_25_05_13 "Membrane integral protein (MIP) -like"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At5g60660 - mips_25_05_13 "mipC protein - like (aquaporin)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
Validation Accuracy: 12/22 (54.55%)
Validation Frequency class 'mips_67_01_01': 22/1980 (1.11%)
Evaluation on propertest data (3048 items):
at_At1g01620 - mips_25_05_13 "putative protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At1g02510 mips_47_03_11 "hypothetical protein"
mips_47_03_11_03
mips_47_03_11_05
mips_47_03_11_07
mips_67_01
mips_67_01_01
at_At1g17810 mips_13_01_01 "putative protein"
mips_13_01_01_99
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At1g19780 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel, putative"
mips_10_05_01_10
mips_13_05
mips_67_01
mips_67_01_01
at_At1g19910 - mips_06_10 "vacuolar H+-pumping ATPase 16 kDa proteolipid (ava-p2)"
mips_08_13
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_40_25
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At1g68470 - mips_01_20_13 "hypothetical protein"
at_At1g75630 - mips_06 "vacuolar ATP synthase, putative"
mips_06_10
mips_08
mips_08_13
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_40
mips_40_25
mips_63
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At1g80760 - mips_25_05_13 "nodulin-like protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_99
at_At2g16510 - mips_08_13 "putative vacuolar proton-ATPase 16 kDa proteolipid"
mips_13_01_01_03
mips_40_25
mips_67_04_01_02
mips_67_50_22
at_At2g17260 mips_10_05_02 "putative glutamate receptor (GLR2)"
mips_10_05_02_30
mips_13_03
mips_13_03_01
mips_25_05_13
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g23980 mips_10_01_09 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At2g29870 - mips_25_05_13 "putative aquaporin (plasma membrane intrinsic protein)"
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_99
at_At2g36830 mips_13_01 "putative aquaporin (tonoplast intrinsic protein gamma)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g39010 - mips_25_05_13 "putative aquaporin (water channel protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_99
at_At2g46430 mips_06 "putative cyclic nucleotide-regulated ion channel protein"
mips_10
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_01
mips_67
mips_67_01
mips_67_01_01
at_At3g17690 mips_06_10 "hypothetical protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At3g56950 - mips_08 "unknown protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_20
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_01
mips_67_99
at_At4g18160 mips_13_03 "potassium channel - like protein"
mips_13_03_01
mips_67_01
mips_67_01_01
at_At4g32500 mips_13 "potassium channel - protein"
mips_13_05
mips_20
mips_30
mips_30_04
mips_40_02
mips_40_04
mips_63_07
mips_63_19
mips_67
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g32650 mips_10_05_01 "potassium channel protein AtKC"
mips_10_05_01_10
mips_13_05
mips_20_25_01
mips_20_25_01_01
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At4g37830 - mips_02 "unknown protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_14
mips_40_16
mips_63
mips_63_01
mips_67
mips_67_04
mips_67_15
at_At5g13430 - mips_02_11_05 "ubiquinol--cytochrome-c reductase - like protein"
mips_02_13
mips_02_13_03
mips_30_16
mips_63_17_09
at_At5g15410 mips_10_05_01 "cyclic nucleotide-gated cation channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g37810 - mips_25_05 "Membrane integral protein (MIP) -like"
mips_33_03_13
mips_35_03_17
mips_67
mips_67_01
mips_67_99
at_At5g40890 mips_08_99 "anion channel protein (gb|AAC05742.1)"
mips_13
mips_13_01_03
mips_13_01_03_05
mips_43
mips_43_03
mips_45_03_17
mips_45_03_99
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_99
mips_67
mips_67_01
mips_67_01_01
mips_67_04_07
at_At5g46240 mips_06_10 "potassium channel protein KAT1 (pir||S32816)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_30_04
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At5g47450 mips_13_01 "membrane channel protein-like; aquaporin (tonoplast intrinsic protein)-like"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At5g49890 mips_08_99 "chloride channel (emb|CAA70310.1)"
mips_13_01
mips_13_01_03
mips_13_01_03_05
mips_43
mips_43_03
mips_45
mips_45_03
mips_45_03_17
mips_45_03_99
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_99
mips_67_01
mips_67_01_01
mips_67_04_07
at_At5g53010 - mips_40_02 "Ca2+-transporting ATPase-like protein"
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At5g53130 mips_10_01_09 "cyclic nucleotide-regulated ion channel (emb|CAA76178.1)"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At5g55630 mips_67_01 "outward rectifying potassium channel KCO"
mips_67_01_01
Propertest Accuracy: 18/31 (58.06%)
Propertest Frequency class 'mips_67_01_01': 30/3048 (0.98%)
New (unknown) data (1980 items):
at_At1g15120 - no entry null
at_At1g31330 - no entry null
at_At1g48270 - no entry null
at_At2g17730 - no entry null
at_At2g21020 - mips_67_01 "putative major intrinsic (channel) protein"
mips_67_99
at_At4g08020 - mips_29 "putative transposon protein"
at_At4g10880 - no entry null
at_At4g14730 - no entry null
at_At4g19030 - mips_67_99 "nodulin-26 like protein"
at_At4g32210 - mips_02_13 "putative protein"
mips_06_01
mips_29_01
at_At5g09600 - mips_02_10 "putative protein"
at_At2g01090 - no entry null
at_At2g07240 - mips_99 "hypothetical protein"
at_At2g45890 - no entry null
at_At3g10860 - no entry null
at_At3g27240 - mips_02_13 "cytochrome c, putative"
at_At3g52730 - mips_02_13 "ubiquinol--cytochrome-c reductase-like protein"
at_At4g25870 - no entry null
at_At4g35100 - no entry null
at_At5g26240 - no entry null
at_At5g52180 - no entry null
at_At1g30380 - no entry null
at_At4g00290 - no entry null
at_At4g12800 - no entry null
at_At4g18910 - mips_25_05 "major intrinsic protein (MIP)- like"
mips_67
mips_67_01
mips_67_99
at_At5g02940 - no entry null
at_At5g40810 - mips_02 "cytochrome c1 precursor"
mips_02_11
mips_02_13
mips_40_16
mips_67_15
------------------
Rule 297
c.13 > 3.8e-12
c.55.1 <= 3.9e-20
e.20.1 > 4.5e-30
-> class mips_30_04_03 "actin cytoskeleton"
Evaluation on training data (3968 items):
at_At1g13180 mips_13_05 "actin-like protein"
mips_30_04_03
mips_63_06
mips_63_07
at_At1g18450 mips_13_05 "unknown protein"
mips_30_04_03
mips_63_06
at_At1g47840 - mips_02 "hexokinase, putative"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_04
mips_03
mips_03_03
mips_03_03_01
mips_40_03
mips_40_16
mips_63_19
at_At1g80460 - mips_01_06_01 "putative glycerol kinase"
mips_01_06_01_01
mips_01_06_01_03
mips_10_01_05
mips_67_07
mips_67_07_01
at_At2g37620 mips_13_05 "actin 3"
mips_30_04_03
mips_63_06
mips_63_07
at_At2g42100 mips_13_05 "putative actin"
mips_30_04_03
mips_40_04
mips_63_06
mips_63_07
at_At3g20040 - mips_01 "hexokinase, putative"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_04
mips_03
mips_03_03
mips_03_03_01
mips_40_16
mips_63
mips_63_19
at_At3g33520 mips_13_05 "actin like protein"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At3g53750 mips_13_05 "actin (ACT3)"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At3g60830 mips_13_05 "actin - like protein"
mips_30_04
mips_30_04_03
mips_40_04
mips_63_06
mips_63_07
at_At4g29130 - mips_01_05 "hexokinase"
mips_01_05_01_01
mips_01_05_04
mips_02_01
mips_03
mips_03_03
mips_03_03_01
mips_63_19
at_At5g56180 mips_13_05 "putative protein"
mips_30_04_03
at_At5g59370 mips_13 "actin 4"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40_04
mips_63
mips_63_06
mips_63_07
Training Accuracy: 9/13 (69.23%)
Training Frequency class 'mips_30_04_03': 17/3968 (0.43%)
Evaluation on validation data (1980 items):
at_At1g11660 - mips_11_01_05 "putative heat-shock protein"
mips_13_11
mips_20_25_16
mips_43
mips_43_03
mips_43_03_02
mips_47_03_15
mips_47_03_15_07
at_At1g73910 mips_13_05 "putative actin"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At2g21370 - mips_01_06_01 "putative xylulose kinase"
mips_01_06_01_01
mips_01_06_01_03
mips_10_01_05
mips_67_07
mips_67_07_01
at_At2g42170 - mips_06 "pseudogene"
mips_06_04
mips_08
mips_08_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_07
mips_37
mips_37_03
mips_37_03_13
mips_37_03_13_05
mips_40_03
mips_40_04
mips_40_04_07
mips_47
mips_47_03
mips_47_03_13
mips_47_03_13_05
mips_63
mips_63_01
mips_63_07
at_At3g12110 mips_13_05 "unknown protein"
mips_30_04_03
mips_63_06
mips_63_07
at_At3g18780 mips_13_05 "actin 2"
mips_30_04_03
mips_40_04
mips_63_06
at_At3g27000 mips_13 "actin related protein, putative"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40_04
mips_63
mips_63_06
mips_63_07
at_At5g09810 mips_13_05 "ACTIN 2/7 (sp|P53492)"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
Validation Accuracy: 5/8 (62.50%)
Validation Frequency class 'mips_30_04_03': 10/1980 (0.51%)
Evaluation on propertest data (3048 items):
at_At1g49240 mips_13 "actin 11 like protein"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40
mips_40_04
mips_63
mips_63_06
mips_63_07
at_At1g50460 - mips_01_05_04 "hexokinase, putative"
at_At2g19860 - mips_01_05_04 "hexokinase (ATHXK2)"
at_At2g42090 mips_13_05 "putative actin"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At3g46520 mips_13_05 "actin 12"
mips_30_04_03
mips_63_06
mips_63_07
at_At4g16660 - mips_01_03 "HSP like protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_04_05_05_11
mips_06_01
mips_11_01_05
mips_11_01_07
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_02
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At4g30310 - mips_01_06_01_01 "putative protein"
mips_01_06_01_03
mips_67_07
mips_67_07_01
at_At5g49650 - mips_01_06_01_01 "xylulose kinase"
mips_01_06_01_03
mips_67_07
mips_67_07_01
Propertest Accuracy: 3/8 (37.50%)
Propertest Frequency class 'mips_30_04_03': 9/3048 (0.30%)
New (unknown) data (1980 items):
at_At1g47860 - no entry null
at_At2g45270 - mips_06_13 "sialoglycoprotease GCP1 (GCP1)"
mips_06_99
at_At4g22720 - mips_06_99 "glycoprotein endopeptidase - like protein"
at_At4g37840 - mips_02_01 "hexokinase - like protein"
------------------
Rule 116
c.13.1 <= 3.8e-12
-> class mips_08_07_07 "post golgi transport"
Evaluation on training data (3968 items):
at_At1g22180 mips_08_07 "unknown protein (At1g22180)"
mips_08_07_07
mips_40_08
mips_48
at_At1g22530 mips_01_06_13 "unknown protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g55690 - mips_01_06_13 "Phosphatidylinositol Transfer Protein, putative"
mips_63_09
mips_67_13
at_At1g72150 mips_01_06_13 "putative cytosolic factor protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g72160 mips_01_06_13 "cytosolic factor, putative"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g75170 mips_08_07_07 "unknown protein"
mips_48
mips_63_21
mips_63_21_99
at_At2g21520 - mips_01_06_13 "putative phosphatidylinositol/phosphatidylcholine transfer protein"
mips_08_07
mips_63_09
at_At3g10210 - mips_10_01_05_05 "unknown protein"
mips_62_02_01_01
mips_62_02_01_02
at_At3g46450 mips_08_07 "putative protein"
mips_08_07_07
mips_40_08
mips_48
at_At4g09160 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At4g35750 - mips_10_01_05 "unknown protein"
mips_10_01_05_05
mips_30_04
mips_35
mips_35_03
mips_35_03_17
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_02
at_At5g47510 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At5g56160 - mips_08_07 "putative protein"
mips_20_25_01
mips_20_25_01_01
mips_63_13
mips_63_13_99
Training Accuracy: 8/13 (61.54%)
Training Frequency class 'mips_08_07_07': 15/3968 (0.38%)
Evaluation on validation data (1980 items):
at_At1g19650 - mips_01_06_13 "sec14 cytosolic factor, putative"
mips_08_07
mips_63_09
at_At2g16380 mips_01_06_13 "putative phosphatidylinositol/phosphatidylcholine transfer protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At2g18180 - mips_01_06_13 "putative phosphatidylinositol/phophatidylcholine transfer protein"
mips_63_09
mips_67_13
at_At3g51670 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At4g34580 - mips_01_06_13 "putative protein"
mips_63_09
at_At4g36640 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_63_21
mips_63_21_99
at_At4g39170 mips_01_06_13 "unknown protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_67_13
at_At4g39180 - mips_01 "SEC14 - like protein"
mips_01_06
mips_01_06_13
mips_63_09
mips_63_21
mips_63_21_99
mips_67
at_At5g63060 mips_01_07 "unknown protein"
mips_06_04
mips_08_07_07
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_04
mips_48
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_99
mips_67
Validation Accuracy: 5/9 (55.56%)
Validation Frequency class 'mips_08_07_07': 12/1980 (0.61%)
Evaluation on propertest data (3048 items):
at_At1g01630 - mips_01 "polyphosphoinositide binding protein, putative"
mips_01_07
mips_08
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_99
mips_67
at_At1g14820 mips_08_07 "phosphatidylinositol/phosphatidylcholine transfer protein, putative"
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_67_13
at_At1g30690 mips_01_06 "putative phosphatidyl-inositol-transfer protein"
mips_01_06_13
mips_06_04
mips_08
mips_08_07
mips_08_07_07
mips_40_03
mips_40_08
mips_48
mips_63_09
mips_67
at_At1g55840 - mips_01_06_13 "polyphosphoinositide binding protein, putative"
mips_63_09
mips_63_21
mips_63_21_99
at_At1g69340 - mips_03_01_09 "unknown protein (At1g69340)"
mips_03_01_09_05
mips_03_01_99
mips_10_01_05
mips_10_01_05_05
mips_30_10
mips_30_10_03
mips_35_03_17
mips_40_10_03
at_At1g75370 - mips_01_06_13 "sec14 cytosolic factor, putative"
mips_63_09
at_At2g21540 - mips_01_06_13 "putative phosphatidylinositol/phophatidylcholine transfer protein"
mips_63_09
at_At3g22410 - mips_01_06_13 "hypothetical protein"
mips_20_25_01
mips_20_25_01_01
mips_63_09
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_99
at_At3g24840 - mips_01_06_13 "phosphatidylinositol transfer protein, putative"
mips_40_08
mips_63_09
mips_67_13
at_At4g08690 - mips_63_21 "putative phosphoglyceride transfer protein"
mips_63_21_99
at_At4g36490 - mips_01_06_13 "hypothetical protein"
mips_63_09
at_At5g47730 - mips_01_06 "putative protein"
mips_01_06_13
mips_08
mips_63_09
mips_63_21
mips_63_21_99
Propertest Accuracy: 2/12 (16.67%)
Propertest Frequency class 'mips_08_07_07': 11/3048 (0.36%)
New (unknown) data (1980 items):
at_At5g04780 - no entry null
------------------
Rule 4
a.52 <= 6.3e-15
-> class mips_01_06_13 "lipid and fatty-acid transport"
Evaluation on training data (3968 items):
at_At2g18370 mips_01 "putative lipid transfer protein"
mips_01_06
mips_01_06_13
mips_08
mips_08_16
mips_30
mips_30_02
mips_67
mips_67_13
at_At2g38540 mips_01_06_13 "putative nonspecific lipid-transfer protein"
mips_08_16
mips_30_02
mips_67_13
at_At2g44300 mips_01_06_13 "predicted GPI-anchored protein"
mips_08_16
mips_08_99
mips_30_02
mips_67_13
at_At3g08770 mips_01_06 "putative nonspecific lipid-transfer protein"
mips_01_06_13
mips_08_16
mips_30_02
mips_67_13
at_At4g08670 mips_01_06_13 "lipid transfer protein - like predicted GPI-anchored protein"
mips_08_16
mips_08_99
mips_30_02
mips_67_13
at_At4g15160 - mips_06_13_01 "cell wall protein like"
mips_06_13_01_01
at_At5g09370 mips_01_06 "putative lipid transfer protein, predicted GPI-anchored protein"
mips_01_06_13
mips_08
mips_08_16
mips_08_99
mips_30
mips_30_02
mips_40_02
mips_67
mips_67_13
at_At5g59310 mips_01_06_13 "nonspecific lipid-transfer protein precursor - like"
mips_08_16
mips_30_02
mips_67_13
Training Accuracy: 7/8 (87.50%)
Training Frequency class 'mips_01_06_13': 49/3968 (1.23%)
Evaluation on validation data (1980 items):
at_At2g38530 mips_01_06_13 "putative nonspecific lipid-transfer protein"
mips_08_16
mips_30_02
mips_67_13
at_At3g22120 - mips_10_05 "unknown protein"
mips_20
mips_20_25
mips_20_25_16
at_At3g51590 mips_01_06_13 "lipid transfer protein-like protein"
mips_08_16
mips_30_02
mips_67_13
at_At3g51600 mips_01_06_13 "non-specific lipid transfer protein"
mips_08_16
mips_30_02
mips_67_13
at_At5g59320 mips_01_06 "nonspecific lipid-transfer protein precursor - like"
mips_01_06_13
mips_08
mips_08_16
mips_30_02
mips_67_13
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'mips_01_06_13': 23/1980 (1.16%)
Evaluation on propertest data (3048 items):
at_At1g62500 - mips_10_01_09 "putative proline-rich cell wall protein (pir|IS52985); similar to ESTs gb|AI239404, gb|R89984, and emb|Z17709"
mips_10_01_09_03
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_63_07
mips_63_17
mips_63_17_01
at_At2g10940 - mips_20_25_16 "unknown protein"
at_At2g15050 mips_01_06_13 "putative lipid transfer protein"
mips_08_16
mips_30_02
mips_67_13
at_At3g22600 mips_01_06_13 "predicted GPI-anchored protein"
mips_08_16
mips_08_99
mips_30_02
mips_67_13
at_At5g01870 mips_01_06_13 "lipid-transfer protein-like"
mips_08_16
mips_30_02
mips_67_13
Propertest Accuracy: 3/5 (60.00%)
Propertest Frequency class 'mips_01_06_13': 36/3048 (1.18%)
New (unknown) data (1980 items):
at_At1g73550 - mips_08 ""
mips_08_99
mips_67_13
at_At3g43720 - mips_08_16 "lipid-transfer protein-like, predicted GPI-anchored protein"
mips_08_99
mips_67_13
at_At4g12520 - no entry null
at_At4g12550 - no entry null
at_At4g27160 - mips_65 "NWMU3 - 2S albumin 3 precursor"
at_At4g27170 - mips_65 "NWMU4 - 2S albumin 4 precursor"
at_At5g46890 - no entry null
at_At1g12090 - no entry null
at_At1g36150 - no entry null
at_At1g55260 - mips_08_16 "unknown protein"
mips_08_99
mips_67_13
at_At1g62510 - no entry null
at_At1g66850 - no entry null
at_At1g73560 - no entry null
at_At2g44290 - mips_08_16 "non-specific lipid transfer protein (nLTP) like protein"
mips_08_99
mips_67_13
at_At2g45180 - no entry null
at_At2g48130 - mips_08_16 "predicted GPI-anchored protein"
mips_08_99
mips_67_13
at_At3g57310 - mips_08 "putative protein"
mips_99
at_At4g12480 - no entry null
at_At4g12510 - no entry null
at_At4g22460 - no entry null
at_At5g46900 - no entry null
at_At5g48490 - no entry null
at_At5g64080 - mips_08_16 "predicted GPI-anchored protein"
mips_08_99
mips_67_13
at_At1g12100 - mips_30_01 "hybrid proline-rich protein, putative"
at_At4g12470 - no entry null
at_At4g12490 - no entry null
at_At4g12500 - no entry null
at_At4g27140 - mips_65 "NWMU1 - 2S albumin 1 precursor"
at_At4g27150 - mips_65 "NWMU2 - 2S albumin 2 precursor"
at_At5g54740 - mips_65 "2S storage protein-like"
------------------
Rule 115
c.13.1 <= 3.8e-12
-> class mips_01_06_13 "lipid and fatty-acid transport"
Evaluation on training data (3968 items):
at_At1g22180 - mips_08_07 "unknown protein (At1g22180)"
mips_08_07_07
mips_40_08
mips_48
at_At1g22530 mips_01_06_13 "unknown protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g55690 mips_01_06_13 "Phosphatidylinositol Transfer Protein, putative"
mips_63_09
mips_67_13
at_At1g72150 mips_01_06_13 "putative cytosolic factor protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g72160 mips_01_06_13 "cytosolic factor, putative"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g75170 - mips_08_07_07 "unknown protein"
mips_48
mips_63_21
mips_63_21_99
at_At2g21520 mips_01_06_13 "putative phosphatidylinositol/phosphatidylcholine transfer protein"
mips_08_07
mips_63_09
at_At3g10210 - mips_10_01_05_05 "unknown protein"
mips_62_02_01_01
mips_62_02_01_02
at_At3g46450 - mips_08_07 "putative protein"
mips_08_07_07
mips_40_08
mips_48
at_At4g09160 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At4g35750 - mips_10_01_05 "unknown protein"
mips_10_01_05_05
mips_30_04
mips_35
mips_35_03
mips_35_03_17
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_02
at_At5g47510 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At5g56160 - mips_08_07 "putative protein"
mips_20_25_01
mips_20_25_01_01
mips_63_13
mips_63_13_99
Training Accuracy: 7/13 (53.85%)
Training Frequency class 'mips_01_06_13': 49/3968 (1.23%)
Evaluation on validation data (1980 items):
at_At1g19650 mips_01_06_13 "sec14 cytosolic factor, putative"
mips_08_07
mips_63_09
at_At2g16380 mips_01_06_13 "putative phosphatidylinositol/phosphatidylcholine transfer protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At2g18180 mips_01_06_13 "putative phosphatidylinositol/phophatidylcholine transfer protein"
mips_63_09
mips_67_13
at_At3g51670 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At4g34580 mips_01_06_13 "putative protein"
mips_63_09
at_At4g36640 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_63_21
mips_63_21_99
at_At4g39170 mips_01_06_13 "unknown protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_67_13
at_At4g39180 mips_01 "SEC14 - like protein"
mips_01_06
mips_01_06_13
mips_63_09
mips_63_21
mips_63_21_99
mips_67
at_At5g63060 - mips_01_07 "unknown protein"
mips_06_04
mips_08_07_07
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_04
mips_48
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_99
mips_67
Validation Accuracy: 8/9 (88.89%)
Validation Frequency class 'mips_01_06_13': 23/1980 (1.16%)
Evaluation on propertest data (3048 items):
at_At1g01630 - mips_01 "polyphosphoinositide binding protein, putative"
mips_01_07
mips_08
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_99
mips_67
at_At1g14820 - mips_08_07 "phosphatidylinositol/phosphatidylcholine transfer protein, putative"
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_67_13
at_At1g30690 mips_01_06 "putative phosphatidyl-inositol-transfer protein"
mips_01_06_13
mips_06_04
mips_08
mips_08_07
mips_08_07_07
mips_40_03
mips_40_08
mips_48
mips_63_09
mips_67
at_At1g55840 mips_01_06_13 "polyphosphoinositide binding protein, putative"
mips_63_09
mips_63_21
mips_63_21_99
at_At1g69340 - mips_03_01_09 "unknown protein (At1g69340)"
mips_03_01_09_05
mips_03_01_99
mips_10_01_05
mips_10_01_05_05
mips_30_10
mips_30_10_03
mips_35_03_17
mips_40_10_03
at_At1g75370 mips_01_06_13 "sec14 cytosolic factor, putative"
mips_63_09
at_At2g21540 mips_01_06_13 "putative phosphatidylinositol/phophatidylcholine transfer protein"
mips_63_09
at_At3g22410 mips_01_06_13 "hypothetical protein"
mips_20_25_01
mips_20_25_01_01
mips_63_09
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_99
at_At3g24840 mips_01_06_13 "phosphatidylinositol transfer protein, putative"
mips_40_08
mips_63_09
mips_67_13
at_At4g08690 - mips_63_21 "putative phosphoglyceride transfer protein"
mips_63_21_99
at_At4g36490 mips_01_06_13 "hypothetical protein"
mips_63_09
at_At5g47730 mips_01_06 "putative protein"
mips_01_06_13
mips_08
mips_63_09
mips_63_21
mips_63_21_99
Propertest Accuracy: 8/12 (66.67%)
Propertest Frequency class 'mips_01_06_13': 36/3048 (1.18%)
New (unknown) data (1980 items):
at_At5g04780 - no entry null
------------------
Rule 105
a.102.4 <= 1.2e-21
a.128 <= 2.8e-21
-> class mips_01_20_35 "biosynthesis of secondary products derived from L-phenylalanine and L-tyrosine"
Evaluation on training data (3968 items):
at_At1g48820 mips_01_20_13 "hypothetical protein"
mips_01_20_35_01
at_At1g61120 mips_01_20_13 "putative S-linalool synthase (At1g61120)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g79460 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g23230 mips_01_20_13 "putative vetispiradiene synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g14490 mips_01_20_13 "terpene synthase-related protein, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g29190 mips_01_20 "terpene synthase-related protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At3g32030 mips_01_20_13 "terpene synthase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g02780 mips_01_20 "ent-kaurene synthetase A - like protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At4g13280 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g13300 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g15870 mips_01_20_13 "delta-cadinene synthase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g16740 mips_01_20_13 "limonene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
at_At4g20230 mips_01_20_13 "terpene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g44630 mips_01_20_13 "terpene cyclase/synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Training Accuracy: 14/14 (100.00%)
Training Frequency class 'mips_01_20_35': 134/3968 (3.38%)
Evaluation on validation data (1980 items):
at_At1g33750 mips_01_20_13 "terpene synthase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g48800 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g61680 mips_01_20 "hypothetical protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At1g66020 mips_01 "hypothetical protein"
mips_01_20
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
mips_99
at_At3g14540 mips_01_20_13 "hypothetical protein"
mips_01_20_35_01
at_At3g25810 mips_01_20_13 "terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g25820 mips_01_20_13 "terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g25830 mips_01_20_13 "limonene cyclase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g20210 mips_01_20_13 "cadinene synthase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g23960 mips_01_20_13 "(+)-delta-cadinene synthase (d-cadinene synthase)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Validation Accuracy: 10/10 (100.00%)
Validation Frequency class 'mips_01_20_35': 62/1980 (3.13%)
Evaluation on propertest data (3048 items):
at_At1g31950 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g70080 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g24210 mips_01_20_13 "myrcene/ocimene synthase (TPS10)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g14520 mips_01_20 "hypothetical protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At3g29110 mips_01_20_13 "putative terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g29410 - mips_01_20_13 "terpene synthase, putative"
at_At4g16730 mips_01_20_13 "limonene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g20200 mips_01_20 "terpene cyclase like protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At5g48110 mips_01_20 "terpene synthase"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
Propertest Accuracy: 8/9 (88.89%)
Propertest Frequency class 'mips_01_20_35': 96/3048 (3.15%)
New (unknown) data (1980 items):
------------------
Rule 659
a <= 0.02
c.66 <= 0.0072
-> class mips_01_20_35 "biosynthesis of secondary products derived from L-phenylalanine and L-tyrosine"
Evaluation on training data (3968 items):
at_At1g21130 - mips_01_20_17 "O-methyltransferase, putative"
mips_01_20_17_03
mips_01_20_50
at_At1g77530 mips_01_20_17 "putative caffeic acid 3-O-methyltransferase"
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At3g53140 mips_01_20_05 "caffeic acid O-methyltransferase - like protein"
mips_01_20_05_11
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05_04
mips_11_05_05
mips_11_05_05_01
at_At4g35160 mips_01_20_17 "O-methyltransferase - like protein"
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05_04
at_At5g37170 mips_01_20_17 "caffeic acid O-methyltransferase-like protein"
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05_04
at_At5g54160 mips_01_20 "O-methyltransferase"
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05
mips_05_04
mips_20
Training Accuracy: 5/6 (83.33%)
Training Frequency class 'mips_01_20_35': 134/3968 (3.38%)
Evaluation on validation data (1980 items):
at_At1g21100 mips_01_20 "O-methyltransferase, putative"
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05
mips_05_04
mips_20
at_At1g21110 mips_01_20_17 "O-methyltransferase, putative"
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05_04
at_At1g63140 mips_01_20_17_03 "caffeic O-methyltransferase, putative"
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At1g77520 mips_01_20_17_03 "putative caffeic acid 3-O-methyltransferase"
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At3g13180 - mips_04_01 "putative sun (fmu) protein"
mips_04_01_04
mips_40_10_07
at_At5g14620 - mips_03_01_05_01 "putative protein"
mips_03_01_09
mips_03_01_09_05
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'mips_01_20_35': 62/1980 (3.13%)
Evaluation on propertest data (3048 items):
at_At1g21120 mips_01 "O-methyltransferase, putative"
mips_01_20
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05
mips_05_04
mips_20
mips_98
at_At1g33030 mips_01_20_17 "putative protein"
mips_01_20_17_03
mips_01_20_35_01
mips_01_20_50
at_At1g51990 mips_01_20_17_03 ""
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At1g76790 mips_01_20 "catechol O-methyltransferase like protein"
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05
mips_05_04
mips_20
at_At4g35150 mips_01_20_17_03 "O-methyltransferase - like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At5g53810 mips_01 "caffeic acid 3-O-methyltransferase-like protein"
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_40
mips_98
Propertest Accuracy: 6/6 (100.00%)
Propertest Frequency class 'mips_01_20_35': 96/3048 (3.15%)
New (unknown) data (1980 items):
at_At5g10910 - no entry null
------------------
Rule 186
c.95 <= 2.4e-10
-> class mips_01_20_35 "biosynthesis of secondary products derived from L-phenylalanine and L-tyrosine"
Evaluation on training data (3968 items):
at_At1g02050 mips_01_06_01_05 "unknown protein"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At1g08900 - mips_01_05_07 "Beta integral like membrane protein"
mips_08_19
mips_40_30
mips_67_04_01
mips_67_04_01_02
mips_67_07
mips_67_50
mips_67_50_03
mips_67_50_03_01
at_At1g08930 - mips_01_05_07 "ERD6 protein"
mips_08_19
mips_67_07
at_At1g19440 mips_01_06_01_05 "very-long-chain fatty acid condensing enzyme CUT1, putative"
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At1g68530 mips_01_06_01 "very-long-chain fatty acid condensing enzyme (CUT1)"
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_20_35
mips_01_20_35_01
at_At1g74960 - mips_01_06_01_05 "unknown protein"
mips_01_20_05
mips_01_20_05_11
mips_03_03_02
at_At2g15090 mips_01 "putative fatty acid elongase"
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
at_At2g16280 mips_01_06_01_05 "putative beta-ketoacyl-CoA synthase"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At2g33150 - mips_01_06_01_07 "3-ketoacyl-CoA thiolase"
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_02_25
mips_40_19
at_At2g46720 mips_01_06 "putative beta-ketoacyl-CoA synthase"
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
at_At3g10280 mips_01_06 "putative fatty acid elongase 3-ketoacyl-CoA synthase 1"
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
at_At3g52160 mips_01_06_01 "beta-ketoacyl-CoA synthase like protein"
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At4g34250 mips_01_06_01_05 "fatty acid elongase - like protein"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At4g34520 mips_01_06_01 "fatty acid elongase 1"
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At4g34850 mips_01_06_01_05 "chalcone synthase - like protein"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At5g13930 mips_01_06_01_05 "chalcone synthase (naringenin-chalcone synthase) (testa 4 protein) (sp|P13114)"
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At5g27360 - mips_01_05_07 "sugar-porter family protein 2 (SFP2)"
mips_08_19
mips_67_07
at_At5g46290 - mips_01_06_01_05 "3-oxoacyl-[acyl-carrier-protein] synthase I precursor (beta-ketoacyl-acp synthase I) (KAS I) (sp|P52410)"
mips_01_20_05
mips_01_20_05_11
mips_03_03_02
mips_20_25_16
at_At5g47720 - mips_01_01 "acetoacyl-CoA-thiolase"
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_04
mips_01_06_01
mips_01_06_01_05
mips_01_06_04
mips_01_20_25
mips_02_25
mips_02_45
mips_02_45_20
mips_02_45_99
mips_02_99
at_At5g49070 - mips_01_06_01 "fatty acid elongase; beta-ketoacyl-CoA synthase-like protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
Training Accuracy: 12/20 (60.00%)
Training Frequency class 'mips_01_20_35': 134/3968 (3.38%)
Evaluation on validation data (1980 items):
at_At1g04220 mips_01_06 "putative beta-ketoacyl-CoA synthase (At1g04220)"
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_20
mips_01_20_35
mips_01_20_35_01
at_At1g04710 - mips_01_06_01_07 "acetyl-CoA acyltransferase like protein"
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_02_25
mips_40_19
at_At1g07720 mips_01_06_01 "fatty acid elongase 3-ketoacyl-CoA synthase, putative"
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At1g25450 mips_01_06_01_05 "unknown protein"
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At2g04540 - mips_01_06_01_05 "3-oxoacyl carrier protein synthase"
mips_01_20_05
mips_01_20_05_11
mips_03_03_02
at_At2g26640 mips_01_06_01_05 "putative beta-ketoacyl-CoA synthase"
mips_01_06_01_07
mips_01_20_35_01
at_At2g48020 - mips_01_05 "sugar transporter like protein"
mips_01_05_04
mips_01_05_07
mips_08
mips_08_19
mips_13
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_30
mips_30_01
mips_40_02
mips_67
mips_67_07
at_At4g34510 mips_01_06_01 "putative ketoacyl-CoA synthase"
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35_01
at_At5g27350 - mips_01_05_04 "sugar transporter like protein"
mips_01_05_07
mips_08_19
mips_67_07
at_At5g48880 - mips_01_06_01_07 "peroxisomal-3-keto-acyl-CoA thiolase 1 (PKT1)"
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_02_25
mips_40_19
Validation Accuracy: 5/10 (50.00%)
Validation Frequency class 'mips_01_20_35': 62/1980 (3.13%)
Evaluation on propertest data (3048 items):
at_At1g01120 - mips_01_06_01_07 "putative fatty acid elongase 3-ketoacyl-CoA synthase 1 (At1g01120)"
mips_01_06_01_07_11
at_At1g08920 - mips_01_05_04 "putative sugar transport protein"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_67_07
at_At1g62640 - mips_01_06_01_05 "3-ketoacyl-acyl carrier protein synthase III (KAS III)"
mips_01_06_01_07
mips_01_06_01_07_11
at_At1g71160 mips_01_06_01_05 "putative ketoacyl-CoA synthase"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At2g26250 mips_01_06_01 "beta-ketoacyl-CoA synthase (FIDDLEHEAD)"
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At2g28630 mips_01_06_01 "putative fatty acid elongase"
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At4g00040 mips_01_06_01_07 "putative chalcone synthase"
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At4g11820 - mips_01_06_01_07 "hydroxymethylglutaryl-CoA synthase"
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_01_20_05
mips_01_20_05_11
at_At5g04530 mips_01_06_01 "fatty acid elongase - like protein"
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At5g43760 mips_01_06 "beta-ketoacyl-CoA synthase"
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At5g48230 - mips_01_01_10 "acetoacetyl-CoA thiolase (AAT1)"
mips_01_01_10_04
mips_01_01_10_04_04
mips_01_06_01_05
mips_01_06_04
mips_01_20_25
mips_02_25
mips_02_45
mips_02_45_20
mips_02_45_99
mips_02_99
Propertest Accuracy: 6/11 (54.55%)
Propertest Frequency class 'mips_01_20_35': 96/3048 (3.15%)
New (unknown) data (1980 items):
------------------
Rule 15
c.10.2 <= 2.9e-05
d.144 <= 0.019
-> class mips_10_01_01 "unspecified signal transduction"
Evaluation on training data (3968 items):
at_At1g17750 - mips_08_13 "hypothetical protein"
mips_11_05_01
at_At1g34420 - mips_06_04 "hypothetical protein"
mips_08
mips_08_13
mips_10_05
mips_11_05
mips_11_05_01
at_At1g55610 - mips_10_05 "receptor kinase, putative"
mips_11_05
mips_11_05_01
mips_14_01
mips_14_01_03
at_At2g19210 mips_10 "putative receptor-like protein kinase"
mips_10_01
mips_10_01_01
mips_10_05
mips_40
mips_40_02
mips_99
at_At3g47090 - mips_11_05_01 "receptor kinase-like protein"
at_At3g50230 mips_10 "receptor protein kinase -like protein"
mips_10_01_01
at_At4g08850 mips_06 "receptor protein kinase like protein"
mips_08_13
mips_10
mips_10_01_01
mips_11_05
mips_11_05_01
at_At4g36180 - mips_08_13 "putative receptor protein kinase"
mips_14_01_03
at_At5g16590 mips_10 "receptor-like protein kinase"
mips_10_01
mips_10_01_01
mips_10_05
at_At5g35390 mips_10 "putative receptor-like protein kinase"
mips_10_01
mips_10_01_01
at_At5g44700 mips_06_04 "receptor-like protein kinase"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
Training Accuracy: 6/11 (54.55%)
Training Frequency class 'mips_10_01_01': 89/3968 (2.24%)
Evaluation on validation data (1980 items):
at_At2g13790 mips_10_01 "putative receptor protein kinase (F13J11.14/At2g13790)"
mips_10_01_01
at_At2g23950 mips_10_01_01 "putative LRR receptor protein kinase"
at_At2g36570 mips_10 "putative receptor-like protein kinase"
mips_10_01
mips_10_01_01
mips_10_05
mips_99
at_At5g06820 - mips_11_05_01 "receptor-like protein kinase"
at_At5g20480 - mips_11_05_01 "receptor protein kinase - like"
at_At5g53890 - mips_14_01 "receptor protein kinase-like protein"
mips_14_01_03
at_At5g65700 mips_10 "receptor protein kinase-like protein"
mips_10_01
mips_10_01_01
mips_10_05
mips_98
Validation Accuracy: 4/7 (57.14%)
Validation Frequency class 'mips_10_01_01': 57/1980 (2.88%)
Evaluation on propertest data (3048 items):
at_At1g51800 mips_10_01 "hypothetical protein"
mips_10_01_01
mips_10_05
mips_40_02
at_At1g71830 mips_10 "protein kinase, putative"
mips_10_01
mips_10_01_01
at_At2g33170 - mips_08_13 "putative receptor-like protein kinase"
mips_11_05_01
at_At3g24240 - mips_14_01_03 "receptor kinase, putative"
at_At3g57830 - mips_08_13 "receptor-like protein kinase"
mips_11_05_01
at_At4g39400 - mips_08_13 "brassinosteroid insensitive 1 gene (BRI1)"
mips_11_05_01
at_At5g06940 - mips_08_13 "receptor protein kinase-like protein"
mips_11_05_01
at_At5g10020 mips_06_04 "receptor protein kinase -like(fragment)"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At5g46330 mips_06_04 "receptor protein kinase"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At5g58150 mips_10 "receptor-like protein kinase"
mips_10_01
mips_10_01_01
Propertest Accuracy: 5/10 (50.00%)
Propertest Frequency class 'mips_10_01_01': 96/3048 (3.15%)
New (unknown) data (1980 items):
at_At1g29750 - no entry null
at_At1g34210 - no entry null
at_At1g35710 - mips_08_13 "protein kinase, putative"
at_At1g49100 - no entry null
at_At1g60800 - no entry null
at_At2g07040 - no entry null
at_At2g24230 - no entry null
at_At3g14350 - no entry null
at_At3g28040 - no entry null
at_At3g47580 - no entry null
at_At3g49670 - no entry null
at_At3g56370 - mips_08_13 "putative protein"
at_At4g20270 - mips_06_04 "CLV1 receptor kinase like protein"
mips_08_13
at_At4g20790 - no entry null
at_At4g26540 - no entry null
at_At4g33430 - no entry null
at_At5g01890 - no entry null
at_At5g24100 - no entry null
at_At5g48380 - no entry null
at_At5g51560 - no entry null
at_At5g53320 - no entry null
at_At5g58300 - no entry null
at_At5g61480 - no entry null
at_At5g62710 - no entry null
at_At1g17230 - mips_08_13 "putative leucine-rich receptor protein kinase"
at_At1g27190 - no entry null
at_At1g28440 - mips_08_13 "hypothetical protein"
at_At1g48480 - mips_10_05 "protein kinase, putative"
at_At1g50610 - no entry null
at_At1g60630 - no entry null
at_At1g68400 - no entry null
at_At1g69270 - no entry null
at_At1g72460 - no entry null
at_At1g74360 - mips_08_13 "putative receptor protein kinase (At1g74360)"
at_At2g13800 - mips_10_05 "putative receptor-like protein kinase"
mips_40_02
at_At2g24130 - mips_08_13 "putative receptor-like protein kinase"
at_At2g25790 - no entry null
at_At2g26330 - no entry null
at_At2g26730 - mips_10_05 "putative receptor-like protein kinase"
at_At2g27060 - no entry null
at_At2g28970 - no entry null
at_At2g35620 - no entry null
at_At2g45340 - no entry null
at_At3g08680 - no entry null
at_At3g23750 - mips_08_13 "receptor-like kinase, putative"
at_At3g42880 - no entry null
at_At3g47570 - no entry null
at_At4g20940 - no entry null
at_At4g31250 - mips_10_05 "receptor kinase - like protein"
at_At5g07280 - mips_08_13 "receptor-like protein kinase-like protein"
at_At5g20690 - no entry null
at_At5g43020 - no entry null
at_At5g45840 - mips_08_13 "receptor protein kinase-like protein"
at_At5g48740 - no entry null
at_At5g48940 - mips_08_13 "receptor protein kinase-like protein"
at_At5g56040 - mips_08_13 "receptor protein kinase-like protein"
at_At5g63410 - no entry null
at_At5g67200 - no entry null
at_At1g31420 - no entry null
at_At1g53730 - no entry null
at_At1g72180 - no entry null
at_At2g19230 - no entry null
at_At2g42290 - no entry null
at_At3g19700 - mips_10_05 "receptor-like protein kinase, putative"
at_At3g47110 - no entry null
at_At4g23740 - mips_10_05 "putative receptor kinase"
at_At5g05160 - no entry null
at_At5g16000 - no entry null
at_At5g49660 - no entry null
at_At5g51350 - no entry null
at_At5g67280 - mips_08_13 "receptor-like protein kinase"
------------------
Rule 114
c.72.1 <= 4.7e-33
-> class mips_02_07_03 "pentose-phosphate pathway non oxidative branch"
Evaluation on training data (3968 items):
at_At1g06020 mips_02_01 "fructokinase, putative"
mips_02_05
mips_02_07
mips_02_07_03
at_At1g06030 mips_02 "fructokinase, putative"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
at_At1g22940 - mips_01_01 "phosphomethylpyrimidine kinase"
mips_01_01_01
mips_01_07
mips_01_07_01
at_At1g49350 - mips_01 "unknown protein"
mips_01_03
mips_02
mips_01_03_01
mips_01_03_01_03
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_01
mips_40_03
at_At1g50390 mips_02_01 "fructokinase, putative"
mips_02_05
mips_02_07
mips_02_07_03
mips_67_07
mips_67_07_01
at_At1g69200 - mips_01_03_01 "putative fructokinase"
mips_01_05
mips_01_05_01_01
mips_02_01
at_At3g09820 mips_01_03_01 "putative adenosine kinase"
mips_01_03_01_03
mips_02_01
mips_02_07
mips_02_07_03
at_At3g24030 - mips_01_07 "hydoxyethylthiazole kinase, putative"
mips_01_07_01
mips_63_17_07
at_At3g59480 mips_01_05_01_01_01 "fructokinase-like protein"
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
at_At4g10260 mips_02 "fructokinase - like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
at_At4g27600 mips_01_03 "carbohydrate kinase like protein"
mips_02
mips_01_03_01
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_01
mips_02_07
mips_02_07_03
mips_40_03
at_At5g03300 mips_01_03_01 "adenosine kinase (MOK16.21)"
mips_01_03_01_03
mips_02_07
mips_02_07_03
at_At5g37850 - mips_01_01 "pyridoxal kinase -like protein"
mips_01_01_01
mips_01_07
mips_01_07_01
mips_01_07_04
at_At5g51830 mips_01_05_01_01_01 "fructokinase 1"
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
Training Accuracy: 9/14 (64.29%)
Training Frequency class 'mips_02_07_03': 9/3968 (0.23%)
Evaluation on validation data (1980 items):
at_At1g06730 mips_01_03_01 "sugar kinase, putative"
mips_01_05_01_01_01
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
at_At1g17160 mips_01_03 "putative ribokinase"
mips_02
mips_01_03_01
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_01
mips_02_07
mips_02_07_03
at_At5g43910 mips_01_03_01 "putative protein"
mips_01_03_01_03
mips_01_05_01_01_01
mips_02_01
mips_02_07
mips_02_07_03
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_02_07_03': 6/1980 (0.30%)
Evaluation on propertest data (3048 items):
at_At1g19600 mips_01_03 "ribokinase, putative"
mips_01_03_01
mips_01_05_01_01_01
mips_02_01
mips_02_07
mips_02_07_03
at_At1g66430 mips_02_01 "fructokinase, putative"
mips_02_05
mips_02_07
mips_02_07_03
at_At2g31390 mips_02_01 "putative fructokinase"
mips_02_05
mips_02_07
mips_02_07_03
at_At3g54090 mips_01_03_01 "fructokinase - like protein"
mips_01_05_01_01_01
mips_02_01
mips_02_07
mips_02_07_03
at_At5g58730 mips_02 "unknown protein"
mips_01_05_01
mips_02_01
mips_02_07
mips_02_07_03
Propertest Accuracy: 5/5 (100.00%)
Propertest Frequency class 'mips_02_07_03': 11/3048 (0.36%)
New (unknown) data (1980 items):
at_At5g19150 - no entry null
------------------
Rule 152
a.118.10 <= 5.19994e-41
-> class mips_13_03_01 "synaptic transmission"
Evaluation on training data (3968 items):
at_At1g03050 mips_08_19 "putative protein destination factor"
mips_13_03
mips_13_03_01
mips_40_09
mips_63_07
at_At1g14910 mips_05 "unknown protein"
mips_06_04
mips_06_10
mips_08
mips_08_19
mips_13_03
mips_13_03_01
mips_14_01
mips_40_02
mips_40_04
mips_40_09
mips_63_07
at_At1g33340 mips_08_19 "unknown protein"
mips_13_03
mips_13_03_01
mips_40_09
mips_63_07
at_At2g01920 mips_08_07 "hypothetical protein"
mips_08_07_22
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_13_03_99
mips_30_08
mips_40_09
at_At2g43160 mips_08_07_22 "putative clathrin binding protein (epsin)"
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_13_03_99
mips_14_01
mips_14_01_05
mips_14_01_05_01
mips_30_08
mips_33_03_11
mips_40_09
mips_45
mips_45_03
mips_45_03_09
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At4g02650 mips_06_10 "predicted protein destination factor"
mips_08_19
mips_13_03
mips_13_03_01
mips_14_01
mips_40_09
mips_63_07
at_At4g40080 mips_05 "unknown protein"
mips_06_04
mips_06_10
mips_08
mips_08_19
mips_13_03
mips_13_03_01
mips_40_02
mips_40_09
at_At5g57200 mips_01_03 "putative protein"
mips_01_03_16
mips_06_10
mips_08_19
mips_13_03
mips_13_03_01
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_40_09
Training Accuracy: 8/8 (100.00%)
Training Frequency class 'mips_13_03_01': 106/3968 (2.67%)
Evaluation on validation data (1980 items):
at_At2g01600 mips_01_03 "unknown protein"
mips_01_03_16
mips_06_10
mips_08_19
mips_13_03
mips_13_03_01
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_40_09
at_At3g59290 mips_06_04 "epsin-like protein"
mips_08_07_22
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_13_03_99
mips_14_01
mips_14_01_05
mips_14_01_05_01
mips_30_08
mips_33_03_11
mips_40_09
mips_45
mips_45_03
mips_45_03_09
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At4g25940 mips_01_03 "putative protein destination factor"
mips_01_03_16
mips_05
mips_06_04
mips_06_10
mips_08
mips_08_19
mips_13
mips_13_03
mips_13_03_01
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_40_02
mips_40_09
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_13_03_01': 51/1980 (2.58%)
Evaluation on propertest data (3048 items):
at_At1g05020 mips_06_10 "putative clathrin protein"
mips_08_19
mips_13_03_01
mips_40_09
at_At1g25240 mips_08_19 ""
mips_13_03
mips_13_03_01
mips_40_09
at_At2g25430 mips_05 "unknown protein"
mips_06
mips_06_04
mips_06_10
mips_08
mips_08_19
mips_10
mips_13
mips_13_03
mips_13_03_01
mips_40_02
mips_40_09
mips_98
at_At5g10410 mips_08_19 "putative protein"
mips_13_03
mips_13_03_01
mips_40_09
at_At5g35200 mips_01_03 "putative protein"
mips_01_03_16
mips_06_10
mips_08_19
mips_13_03
mips_13_03_01
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_40_09
Propertest Accuracy: 5/5 (100.00%)
Propertest Frequency class 'mips_13_03_01': 64/3048 (2.10%)
New (unknown) data (1980 items):
at_At1g68110 - mips_08_19 "putative protein"
mips_40_09
------------------
Rule 168
a.47.2 <= 0.012
b.80.1 > 0.00074
-> class mips_13_03_01 "synaptic transmission"
Evaluation on training data (3968 items):
at_At1g11250 mips_04_09 "syntaxin-related protein At-SYR1, putative"
mips_05
mips_05_04
mips_06_04
mips_08
mips_08_07
mips_13_03
mips_13_03_01
mips_25_05_25
mips_40_02
mips_40_09
at_At1g13890 mips_08_07 "hypothetical protein"
mips_13_03
mips_13_03_01
mips_14_04_03
mips_14_04_03_05
at_At1g28490 mips_08_07 "unknown protein (At1g28490)"
mips_08_07_27
mips_13_03
mips_13_03_01
mips_40_08
mips_40_22
at_At1g32270 mips_04_09 "syntaxin, putative"
mips_13_03
mips_13_03_01
mips_13_07
mips_25_05_25
at_At1g79590 mips_04_09 "syntaxin of plants 52 (SYP52)"
mips_08_07
mips_08_07_27
mips_13_03
mips_13_03_01
mips_25_05_25
mips_40_08
at_At4g27180 - mips_08_22 "kinesin-related protein katB"
mips_08_99
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_30_04
mips_63_06
at_At5g26980 mips_06_04 "tSNARE AtTLG2a"
mips_08
mips_08_07
mips_08_13
mips_08_16
mips_08_19
mips_13_03
mips_13_03_01
mips_30_25
mips_40_02
mips_40_07
mips_40_08
mips_40_22
mips_40_25
at_At5g46860 mips_04 "syntaxin related protein AtVam3p (gb|AAC49823.1)"
mips_04_09
mips_05
mips_05_04
mips_06
mips_06_04
mips_08
mips_08_07
mips_08_13
mips_10
mips_13
mips_13_03
mips_13_03_01
mips_25
mips_25_05
mips_25_05_25
mips_30
mips_30_25
mips_40
mips_40_02
mips_40_03
mips_40_09
mips_63
mips_67
Training Accuracy: 7/8 (87.50%)
Training Frequency class 'mips_13_03_01': 106/3968 (2.67%)
Evaluation on validation data (1980 items):
at_At1g08560 mips_04_09 "syntaxin-related protein KNOLLE"
mips_05
mips_05_04
mips_06_04
mips_08
mips_08_07
mips_10_05
mips_13_03
mips_13_03_01
mips_25_05_09
mips_25_05_25
mips_40_02
mips_40_09
mips_67_01
at_At2g18260 mips_08_07 "putative syntaxin"
mips_13_03
mips_13_03_01
mips_25_05_09
mips_40_09
mips_67_01
at_At3g56660 - mips_04_05_01_04_01 "bZip transcription factor AtbZip49"
mips_20_25_16
mips_63_03_01
at_At4g03330 mips_04_09 "SYR1-like syntaxin"
mips_08_07
mips_13_03
mips_13_03_01
mips_25_05_25
mips_40_09
mips_67_01
at_At5g08080 mips_08_07 "syntaxin-like protein"
mips_13_03
mips_13_03_01
mips_25_05_09
mips_40_09
mips_67_01
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'mips_13_03_01': 51/1980 (2.58%)
Evaluation on propertest data (3048 items):
at_At1g16240 - mips_04 "unknown protein"
mips_04_09
mips_06
mips_10
mips_13
mips_13_07
mips_30_27
mips_30_27_01
mips_40_27_01
mips_67
at_At1g51740 mips_08_07 "hypothetical protein"
mips_13_03
mips_13_03_01
mips_14_04_03
mips_14_04_03_05
at_At4g15790 - mips_10_05_01 "hypothetical protein"
mips_10_05_01_12
mips_10_05_01_12_01
mips_10_05_01_12_99
mips_25_05_07
mips_30_04_07
mips_63_17_01
at_At5g16830 mips_04_09 "syntaxin homologue"
mips_06_04
mips_08
mips_08_07
mips_08_07_07
mips_08_13
mips_13
mips_13_03
mips_13_03_01
mips_25
mips_25_05
mips_25_05_09
mips_30
mips_30_25
mips_40_02
mips_40_09
mips_40_22
mips_67
Propertest Accuracy: 2/4 (50.00%)
Propertest Frequency class 'mips_13_03_01': 64/3048 (2.10%)
New (unknown) data (1980 items):
at_At1g61290 - mips_04_09 "similar to syntaxin-related protein knolle"
mips_40_09
at_At3g11820 - mips_04_09 "putative syntaxin"
mips_40_09
at_At3g30640 - no entry null
at_At3g52920 - no entry null
at_At4g30240 - no entry null
at_At5g05760 - mips_04_09 "t-SNARE SED5 (gb|AAC06291.1)"
mips_06_04
mips_13
mips_25_05
mips_67
at_At1g71150 - no entry null
at_At1g79830 - no entry null
at_At2g18860 - no entry null
at_At4g17730 - mips_04_09 "syntaxin"
mips_08_13
mips_30_25
mips_67_01
at_At1g27700 - no entry null
at_At2g36410 - no entry null
at_At3g09980 - no entry null
at_At3g24350 - mips_04_09 "syntaxin-like protein"
at_At3g42080 - no entry null
at_At3g52400 - mips_04_09 "syntaxin-like protein synt4"
mips_40_09
at_At5g03660 - no entry null
------------------
Rule 787
a.118.1 <= 0.00015
g <= 0.019
-> class mips_30_10_05 "nuclear membrane"
Evaluation on training data (3968 items):
at_At1g49780 - mips_08_01 "hypothetical protein"
mips_40_10_05
at_At1g56030 - mips_08 "hypothetical protein"
mips_08_07
mips_08_16
mips_08_22
mips_14_04_03
mips_14_04_03_01
mips_30_25
mips_40_02
mips_40_04
mips_48
mips_63_17
mips_63_17_09
at_At1g60190 mips_08_01 ""
mips_30_10_05
mips_40_10_05
at_At1g68940 - mips_06_10 "hypothetical protein"
mips_08_01
mips_40_10_05
mips_67_01
mips_67_01_05
at_At2g35930 - mips_40_10_05 "unknown protein"
at_At3g19380 mips_05 "hypothetical protein"
mips_06_04
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
at_At3g46510 mips_06_04 "arm repeat containing protein homolog"
mips_08_01
mips_13_07
mips_30_10_05
mips_40_10_05
at_At3g47820 mips_05 "putative protein"
mips_06
mips_06_04
mips_08
mips_08_01
mips_30
mips_30_10
mips_30_10_05
mips_40_03
mips_40_10
mips_40_10_05
mips_63
mips_63_01
at_At3g52450 mips_08_01 "putative protein"
mips_30_10
mips_30_10_05
at_At5g18330 mips_05 "putative protein"
mips_06_04
mips_08
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
at_At5g67340 - mips_06_04 "putative protein"
mips_08
mips_10_01
mips_10_01_01
mips_40_03
mips_63_01
Training Accuracy: 6/11 (54.55%)
Training Frequency class 'mips_30_10_05': 16/3968 (0.40%)
Evaluation on validation data (1980 items):
at_At1g10560 mips_06 "unknown protein"
mips_06_04
mips_06_10
mips_08_01
mips_08_22
mips_10
mips_10_01_01
mips_30
mips_30_10_05
mips_40_04
mips_40_10
mips_40_10_05
mips_67
mips_67_01
mips_67_01_05
at_At1g29340 mips_08_01 "arm repeat-containing protein, putative"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At1g76390 mips_06_10 "hypothetical protein"
mips_08_01
mips_30_10_05
mips_40_10_05
mips_67_01
mips_67_01_05
at_At5g62560 mips_06_04 "putative protein"
mips_08_01
mips_10_01
mips_10_01_01
mips_30
mips_30_10_05
mips_40_10_05
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_30_10_05': 9/1980 (0.45%)
Evaluation on propertest data (3048 items):
at_At1g24330 - mips_08_01 "hypothetical protein"
mips_67_01
mips_67_01_05
at_At1g56040 - mips_14_01 "hypothetical protein"
mips_25_05_09
mips_30_04
mips_30_04_07
mips_35_03_09
mips_37
mips_37_03
mips_37_03_13
mips_37_03_13_05
mips_40_04
mips_40_04_07
mips_45
mips_45_03
mips_45_03_09
mips_47
mips_47_03
mips_47_03_13
mips_47_03_13_05
at_At3g49810 mips_08_01 "putative protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At3g54790 - mips_13_07 "putative protein"
mips_40_10_05
at_At3g54850 mips_08_01 "putative protein"
mips_13_07
mips_30_10_05
at_At5g40140 mips_06_10 "putative protein"
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
mips_67_01
mips_67_01_05
at_At5g65200 mips_06_04 "putative protein"
mips_08
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
Propertest Accuracy: 4/7 (57.14%)
Propertest Frequency class 'mips_30_10_05': 15/3048 (0.49%)
New (unknown) data (1980 items):
at_At4g36550 - no entry null
at_At5g58410 - mips_30_19 "unknown protein"
at_At5g18340 - no entry null
at_At4g23540 - no entry null
------------------
Rule 81
b.82.3 <= 8.5e-08
c > 0.0016
f.14.1 <= 0.0052
-> class mips_13_01_01 "homeostasis of cations"
Evaluation on training data (3968 items):
at_At2g24610 mips_06_10 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At2g25600 - mips_67_01 "putative potassium transporter/channel"
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g26650 mips_10_01_09 "K+ transporter, AKT1"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At3g17700 mips_06_10 "cyclic nucleotide-binding transporter 1 (CNBT1)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At3g48010 mips_10_01_09 "putative cyclic nucleotide-gated channel"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g22200 mips_10 "potassium channel (AKT2)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At5g37500 mips_06_10 "guard cell outward rectifying K+ channel"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
Training Accuracy: 6/7 (85.71%)
Training Frequency class 'mips_13_01_01': 81/3968 (2.04%)
Evaluation on validation data (1980 items):
at_At2g28260 mips_06_10 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At4g18290 mips_10_01_09 "potassium channel protein KAT2"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g30560 mips_04 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_06
mips_06_10
mips_10
mips_10_01
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63
mips_63_01
mips_63_09
mips_63_17
mips_63_17_03
mips_67
mips_67_01
mips_67_01_01
mips_67_04
at_At5g14870 mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel -like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_13_01_01': 50/1980 (2.53%)
Evaluation on propertest data (3048 items):
at_At2g23980 mips_10_01_09 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At3g17690 mips_06_10 "hypothetical protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g32500 - mips_13 "potassium channel - protein"
mips_13_05
mips_20
mips_30
mips_30_04
mips_40_02
mips_40_04
mips_63_07
mips_63_19
mips_67
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g32650 - mips_10_05_01 "potassium channel protein AtKC"
mips_10_05_01_10
mips_13_05
mips_20_25_01
mips_20_25_01_01
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g15410 - mips_10_05_01 "cyclic nucleotide-gated cation channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g46240 mips_06_10 "potassium channel protein KAT1 (pir||S32816)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_30_04
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
Propertest Accuracy: 3/6 (50.00%)
Propertest Frequency class 'mips_13_01_01': 60/3048 (1.97%)
New (unknown) data (1980 items):
------------------
Rule 243
a.157.1 > 4e-11
b > 0.02
d.42.1 <= 2.4e-09
-> class mips_13_11_01 "photoperception and response"
Evaluation on training data (3968 items):
at_At1g01640 - mips_25_05_25 "hypothetical protein"
mips_30_04
mips_63_07
at_At1g03010 mips_13_11 "hypothetical protein"
mips_13_11_01
mips_13_11_01_05
mips_30_04
mips_40_04
at_At1g67900 mips_13 "unknown protein"
mips_13_11
mips_13_11_01
mips_13_11_01_05
mips_30
mips_30_04
mips_40_04
mips_63_01
at_At2g23050 mips_13_11_01 "hypothetical protein"
mips_13_11_01_05
at_At2g40440 - mips_11_01_01 "hypothetical protein"
mips_11_01_09
at_At2g40450 - mips_25_05_25 "hypothetical protein"
mips_63_07
at_At2g46260 - mips_25_05_25 "unknown protein"
at_At3g08660 mips_13_11_01 "putative non-phototropic hypocotyl"
mips_13_11_01_05
mips_30_04
at_At3g26490 mips_13_11_01 "non-phototropic hypocotyl, putative"
mips_13_11_01_05
at_At3g29740 - mips_11_01_01 "hypothetical protein"
mips_11_01_09
at_At3g44820 mips_13_11_01 "non-phototropic hypocotyl 3-like protein"
mips_13_11_01_05
at_At3g50840 mips_13_11 "putative protein"
mips_13_11_01
mips_13_11_01_05
mips_30_04
mips_40_04
at_At4g37610 - mips_25_05_25 "putative protein"
mips_30_04
at_At5g03250 mips_13_11_01 "photoreceptor-interacting protein - like"
mips_13_11_01_05
at_At5g10250 mips_13_11_01 "non-phototropic hypocotyl 3-like protein"
mips_13_11_01_05
at_At5g47800 mips_13_11_01 "photoreceptor-interacting protein-like"
mips_13_11_01_05
at_At5g59140 - mips_03_03_01 "unknown protein"
mips_04_05_01_01
mips_04_05_01_04_99
mips_40_10
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
mips_63_01
at_At5g64330 mips_13 "non-phototropic hypocotyl 3 (NPH3)"
mips_13_11
mips_13_11_01
mips_13_11_01_05
mips_63
mips_63_01
mips_98
Training Accuracy: 11/18 (61.11%)
Training Frequency class 'mips_13_11_01': 22/3968 (0.55%)
Evaluation on validation data (1980 items):
at_At2g14820 mips_13 "hypothetical protein"
mips_13_11
mips_13_11_01
mips_13_11_01_05
mips_30
mips_30_04
mips_63_01
at_At3g48360 - mips_25_05_25 "unknown protein"
mips_30_04
at_At3g49900 mips_13_11_01 "putative protein"
mips_13_11_01_05
mips_25_05_25
at_At3g56230 - mips_25_05_25 "putative protein"
mips_30_04
mips_63_07
at_At4g37590 mips_13_11_01 "unknown protein"
mips_13_11_01_05
at_At5g13060 - mips_08_13 "unknown protein"
mips_40_10_05
at_At5g17580 mips_13 "putative protein"
mips_13_11
mips_13_11_01
mips_13_11_01_05
mips_63_01
mips_63_19
at_At5g48800 mips_13_11_01 "non-phototropic hypocotyl-like protein"
mips_13_11_01_05
mips_30_04
at_At5g66560 mips_13_11_01 "unknown protein"
mips_13_11_01_05
at_At5g67480 - mips_04_05_01_04_01 "putative protein"
mips_05
mips_10_01_09
mips_10_01_09_07
mips_30_04
mips_40_04
Validation Accuracy: 6/10 (60.00%)
Validation Frequency class 'mips_13_11_01': 11/1980 (0.56%)
Evaluation on propertest data (3048 items):
at_At1g30440 mips_13_11_01 "non-phototropic hypocotyl, putative"
mips_13_11_01_05
at_At1g50280 mips_13_11_01 "hypothetical protein"
mips_13_11_01_05
at_At1g64280 - mips_10 "transcription factor inhibitor I kappa B, putative"
mips_11
mips_11_05
mips_11_05_03
mips_40_02
mips_40_04
mips_63
mips_63_07
at_At2g30520 - mips_25_05_25 "unknown protein"
at_At2g47860 mips_13_11_01 "unknown protein"
mips_13_11_01_05
at_At3g08570 mips_06_04 "hypothetical protein"
mips_13_11
mips_13_11_01
mips_13_11_01_05
mips_14_01
mips_40_04
at_At3g49970 mips_13_11_01 "putative protein"
mips_13_11_01_05
at_At3g51770 - mips_01 "putative protein"
mips_03
mips_03_03
mips_03_03_01
mips_05
mips_06
mips_06_07
mips_10
mips_20
mips_40
mips_40_03
mips_40_10
mips_40_10_99
mips_63
mips_63_01
mips_99
at_At4g31820 mips_13_11_01 "putative protein"
mips_13_11_01_05
at_At5g13600 mips_13_11_01 "photoreceptor-interacting protein-like; non-phototropic hypocotyl-like protein"
mips_13_11_01_05
at_At5g19330 - mips_08_13 "putative protein"
mips_40_10_05
at_At5g48130 mips_13_11_01 "putative protein"
mips_13_11_01_05
at_At5g48510 - mips_25_05_25 "putative protein"
mips_40_04
mips_63_07
at_At5g63160 - mips_25_05_25 "putative protein"
mips_30_04
mips_40_04
at_At5g67440 mips_13_11_01 "photoreceptor-interacting protein-like"
mips_13_11_01_05
Propertest Accuracy: 9/15 (60.00%)
Propertest Frequency class 'mips_13_11_01': 17/3048 (0.56%)
New (unknown) data (1980 items):
at_At2g04740 - no entry null
at_At2g41370 - mips_06 "hypothetical protein"
mips_06_04
mips_10
mips_40
mips_63
mips_63_07
mips_99
at_At3g57130 - no entry null
at_At4g04090 - no entry null
at_At5g45110 - no entry null
at_At1g05690 - mips_63_07 "hypothetical protein"
at_At2g05330 - mips_63_07 "hypothetical protein"
at_At3g61600 - mips_63_07 "POZ/BTB containing-protein AtPOB1"
at_At5g55000 - mips_67_01 "FH protein interacting protein FIP2 (gb|AAF14550.1)"
at_At4g01160 - mips_63_07 "predicted protein"
at_At4g19660 - mips_63_07 "putative protein"
at_At5g58550 - no entry null
------------------
Rule 147
a <= 3.9e-05
a.118 > 0.019
a.2.3 <= 0.0018
b.4.1 > 4.4e-13
-> class mips_11_01_05 "heat shock response"
Evaluation on training data (3968 items):
at_At1g24120 mips_11_01_05 "DNAJ-like heatshock protein (At1g24120)"
mips_13
mips_13_11
mips_63_01
at_At1g62970 - mips_20 "unknown protein"
mips_20_25
mips_20_25_01
mips_20_25_01_03
mips_20_25_01_07
mips_40_09
mips_47
mips_47_03
mips_47_03_02
mips_98
at_At1g71000 mips_11_01_05 ""
mips_13_11
at_At1g77930 mips_03_03_01 "dnaJ like protein"
mips_11_01_05
mips_13
mips_13_11
mips_63_01
at_At1g79030 mips_11_01_05 "hypothetical protein"
mips_37
mips_37_03
mips_37_03_03
mips_37_03_03_02
at_At1g80920 mips_06_01 "putative J8 protein"
mips_11_01_05
at_At3g08970 mips_06_01 "putative DnaJ protein"
mips_11_01_05
mips_37
mips_37_03
mips_37_03_03
mips_37_03_03_02
at_At3g09700 mips_08_99 "unknown protein"
mips_11_01_05
at_At3g14200 mips_06_01 "hypothetical protein"
mips_11_01_05
at_At3g62190 mips_06 "putative protein"
mips_06_01
mips_11_01_05
mips_13
mips_13_11
mips_62_02_01
mips_62_02_01_02
mips_63_01
at_At4g12780 - mips_03_03_01 "auxilin-like protein"
mips_13_03
mips_13_03_01
mips_67_01
at_At4g19580 mips_11_01_05 "putative protein"
mips_62_02_01_02
at_At4g39150 mips_11_01_05 "dnaJ-like protein"
at_At5g16650 mips_06_01 "unknown protein"
mips_06_04
mips_08_10
mips_11_01_05
mips_13_11
mips_30_19
at_At5g37380 - mips_62_02_01_02 "putative protein"
at_At5g37440 - mips_05_04 "contains similarity to DnaJ protein"
mips_06_01
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
at_At5g37750 - mips_62_02_01_02 "putative protein"
at_At5g37760 mips_06_01 "putative protein (fragment)"
mips_08_99
mips_11_01_05
mips_29_99
mips_40_07
mips_67_99
at_At5g49060 - mips_62_02_01_02 "DNAJ-like protein"
at_At5g49580 mips_06_01 "putative protein"
mips_11_01_01
mips_11_01_05
mips_11_01_99
at_At5g59610 - mips_37 "putative protein"
mips_37_03
mips_37_03_03
mips_37_03_03_02
at_At5g62780 mips_06_01 "putative protein"
mips_11_01_05
mips_30_07
mips_40_07
Training Accuracy: 15/22 (68.18%)
Training Frequency class 'mips_11_01_05': 57/3968 (1.44%)
Evaluation on validation data (1980 items):
at_At1g16680 mips_01_04 "hypothetical protein"
mips_06_01
mips_11_01_05
mips_13_03
mips_13_03_01
at_At1g65280 - mips_03_01_03 ""
mips_03_03_01_01
mips_03_03_01_01_01
mips_03_03_01_02
mips_06_01
mips_08_04
mips_40_07
at_At1g76700 - mips_06_01 "putative DnaJ protein"
mips_37
mips_37_03
mips_37_03_03
mips_37_03_03_02
at_At2g41000 - mips_05_04 "putative DnaJ protein"
mips_06_01
mips_37
mips_37_03
mips_37_03_03
mips_37_03_03_02
at_At4g09350 mips_06_01 "putative protein"
mips_11_01_05
mips_30_07
at_At5g03030 mips_06_01 "DNAJ protein - like"
mips_08_99
mips_11_01_05
mips_40_07
at_At5g06410 mips_02_13 "putative protein"
mips_06_01
mips_11_01_05
at_At5g64360 - mips_08_04 "unknown protein"
mips_08_07
mips_62_02_01_02
Validation Accuracy: 4/8 (50.00%)
Validation Frequency class 'mips_11_01_05': 25/1980 (1.26%)
Evaluation on propertest data (3048 items):
at_At1g56300 mips_11_01_05 "unknown protein"
at_At1g61770 - mips_37 "unknown protein"
mips_37_03
mips_37_03_03
mips_37_03_03_02
mips_40_10_03
at_At1g68370 - mips_03_03_01_01 "ARG1 protein (Altered Response to Gravity)"
mips_03_03_01_01_01
mips_03_03_01_02
at_At1g74250 mips_06_01 "putative heat shock protein"
mips_11_01_05
mips_25_05_15
at_At2g17880 - mips_06_01 "putative DnaJ protein"
mips_11_05_03
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
at_At2g21510 - mips_06_01 "putative DnaJ protein"
mips_08_10
mips_30_19
mips_37
mips_37_03
mips_37_03_03
mips_37_03_03_02
at_At2g35720 - mips_37 "putative DnaJ protein"
mips_37_03
mips_37_03_03
mips_37_03_03_02
at_At2g42080 mips_03_03 "unknown protein"
mips_03_03_01
mips_06_01
mips_06_04
mips_08
mips_08_04
mips_08_07
mips_11_01
mips_11_01_05
mips_13_11
mips_40_07
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
at_At3g13310 mips_11_01_05 "DnaJ protein, putative"
mips_62_02_01_02
at_At3g57340 - mips_05 "dnaJ-like protein"
mips_06_01
mips_11
mips_11_01
mips_13
mips_13_11
mips_37
mips_37_03
mips_37_03_03
mips_37_03_03_02
at_At4g10130 mips_06_01 "putative protein"
mips_11_01_05
at_At4g13830 mips_06_01 "DnaJ-like protein"
mips_11_01_05
mips_30_07
at_At4g36040 mips_05_04 "DnaJ-like protein"
mips_06_01
mips_11_01_05
mips_11_05_03
at_At5g06910 mips_08_04 "DnaJ homologue (gb|AAB91418.1|)"
mips_08_07
mips_11_01_05
at_At5g18140 mips_11_01_05 "unknown protein"
mips_37
mips_37_03
mips_37_03_03
mips_37_03_03_02
at_At5g22080 mips_06_01 "putative protein"
mips_11_01_05
Propertest Accuracy: 10/16 (62.50%)
Propertest Frequency class 'mips_11_01_05': 44/3048 (1.44%)
New (unknown) data (1980 items):
at_At2g01710 - mips_02 "unknown protein"
mips_02_11
mips_06_01
at_At2g25560 - mips_08_04 "putative DnaJ protein"
at_At4g07990 - no entry null
at_At4g37480 - mips_05_04 "putative protein"
mips_06_01
at_At5g23240 - mips_06_01 "putative protein"
at_At1g18700 - no entry null
at_At1g21080 - mips_08_04 "putative dnaJ protein"
mips_08_07
at_At1g59980 - mips_08_04 "hypothetical protein"
at_At2g05230 - mips_06_01 "hypothetical protein"
at_At2g05250 - no entry null
at_At2g35540 - mips_06_01 "putative DnaJ protein"
at_At2g42750 - mips_05 "unknown protein"
mips_06
mips_06_01
mips_11
mips_11_01
mips_13
mips_13_11
mips_40
mips_40_16
at_At3g12170 - mips_06_01 "hypothetical protein"
mips_30_04
at_At5g09540 - mips_06_01 "putative protein"
at_At5g18750 - no entry null
at_At5g27240 - no entry null
at_At1g72070 - mips_06 "hypothetical protein"
mips_13
mips_13_11
at_At1g77020 - mips_08_04 ""
at_At4g19570 - no entry null
at_At4g19590 - no entry null
at_At5g23590 - mips_06 "putative protein"
mips_06_01
mips_11
mips_11_01
mips_13
mips_13_11
mips_40
mips_40_10
mips_40_16
at_At5g42480 - no entry null
------------------
Rule 25
e.8 <= 0.0018
-> class mips_03_01_05 "DNA recombination and DNA repair"
Evaluation on training data (3968 items):
at_At1g20390 mips_03_01_05_03 "hypothetical protein"
mips_29_01
at_At1g25430 mips_03_01_03 "hypothetical protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At1g29650 mips_03_01_05_01 "reverse transcriptase, putative"
mips_29_01
mips_29_99
at_At1g32590 - mips_10_01 "hypothetical protein, 5' partial"
mips_10_01_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At1g49980 mips_03_01_03 "unknown protein"
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_01_01
mips_29_06
mips_40_10_99
mips_40_37
mips_63_03_01
at_At2g02830 - mips_10_01 "putative retroelement pol polyprotein"
mips_10_01_01
mips_29
mips_29_01
mips_29_99
at_At2g04760 mips_03_01_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05
mips_03_01_05_01
mips_29_02
at_At2g05980 - mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_29
mips_29_02
mips_29_99
mips_63
mips_63_03
mips_98
at_At2g06170 mips_03_01_05_03 "putative Ty3-gypsy-like retroelement pol polyprotein"
at_At2g06470 mips_03_01_05_03 "putative retroelement pol polyprotein"
mips_29_01
at_At2g06890 mips_03_01 "putative retroelement integrase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At2g07660 mips_03 "putative retroelement pol polyprotein"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
mips_63_03
at_At2g10690 mips_03_01_05_03 "putative retroelement pol polyprotein"
at_At2g11680 mips_03_01 "putative retroelement pol polyprotein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_06_13
mips_29
mips_29_01
at_At2g14040 mips_03_01_05_03 "putative retroelement pol polyprotein"
mips_29_01
at_At2g14430 mips_03_01_05 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At2g14640 mips_03_01_05_03 "putative retroelement pol polyprotein"
mips_29_01
at_At2g15920 - mips_10_01 "putative retroelement pol polyprotein"
mips_10_01_01
mips_29
mips_29_01
mips_29_99
at_At2g25550 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g31080 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g45230 mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_29
mips_29_02
at_At3g30800 mips_03 "hypothetical protein"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_06
mips_06_13
mips_29
at_At3g32110 mips_03_01_05_01 "non-LTR reverse transcriptase, putative"
mips_29_01
mips_29_02
mips_29_99
at_At4g04230 mips_03_01_05_03 "putative transposon protein"
mips_29_01
at_At4g07600 mips_03_01 ""
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At4g07850 mips_03_01_03 "putative polyprotein"
mips_03_01_05
mips_03_01_05_03
mips_29_01
at_At4g09710 mips_03_01_03 "RNA-directed DNA polymerase -like protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At4g26360 mips_03_01_03 "putative protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_99
Training Accuracy: 24/28 (85.71%)
Training Frequency class 'mips_03_01_05': 157/3968 (3.96%)
Evaluation on validation data (1980 items):
at_At1g31030 mips_03_01_05_01 "F17F8.5"
mips_29_01
at_At1g34080 mips_03_01_05_03 "putative protein"
mips_29_01
at_At1g36590 mips_03_01 "hypothetical protein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
at_At1g47910 mips_03_01_05_01 "reverse transcriptase, putative"
mips_29_01
mips_29_99
at_At1g68990 - mips_03_01 "DNA-directed RNA polymerase"
mips_03_01_03
mips_04_05_01_01
mips_40_16
mips_40_26
mips_40_26_03
at_At2g01840 mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At2g04670 mips_03_01 "putative retroelement pol polyprotein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At2g05610 mips_03_01 "putative retroelement pol polyprotein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At2g14400 mips_03_01_05_03 "putative retroelement pol polyprotein"
at_At2g16670 - mips_10 "putative retroelement pol polyprotein"
mips_10_01
mips_10_01_01
mips_29
mips_29_01
mips_29_99
at_At2g16680 mips_03_01_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At2g23880 mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_29_02
at_At2g24120 - mips_04_05_01_01 "chloroplast single subunit DNA-dependent RNA polymerase"
mips_40_26
mips_40_26_03
at_At3g45550 mips_03_01_05_01 "putative protein"
mips_29_01
mips_29_99
at_At4g03800 mips_03_01_03 ""
mips_03_01_05
mips_03_01_05_03
mips_29_01
at_At5g04050 mips_01_03_16 "maturase -like protein"
mips_03_01_05_01
mips_04_05_05_01
at_At5g44740 mips_03_01_05_01 "DNA-damage-inducible like protein P"
mips_03_01_05_01_01
mips_03_01_05_01_99
mips_04_05_01_01
mips_30_10
mips_40_37
mips_63_03_01
at_At5g44750 mips_03_01_05_01 "unknown protein"
mips_10
Validation Accuracy: 15/18 (83.33%)
Validation Frequency class 'mips_03_01_05': 86/1980 (4.34%)
Evaluation on propertest data (3048 items):
at_At1g10160 mips_03_01_05_01 "putative reverse transcriptase"
mips_29_01
mips_29_99
at_At1g30010 - mips_01_03 "unknown protein"
mips_01_03_16
mips_04_05_05
mips_04_05_05_01
at_At1g31100 mips_03_01 "hypothetical protein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At1g35370 mips_03_01_05_03 "hypothetical protein"
mips_29_01
at_At1g37060 mips_03_01_05_03 "Athila retroelment ORF 1, putative"
at_At1g67500 mips_03_01_03 "putative DNA polymerase zeta catalytic subunit"
mips_03_01_05
at_At1g74350 - mips_01_03_16 "putative type II intron maturase"
mips_04_05_05_01
at_At2g05200 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_02
mips_29_99
at_At2g07730 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g14380 mips_03_01_05_03 "putative retroelement pol polyprotein"
mips_29_01
at_At2g14650 mips_03_01_05_03 "putative retroelement pol polyprotein"
at_At2g15410 mips_03_01_05_03 "putative retroelement pol polyprotein"
at_At2g17910 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g18820 mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_99
mips_63
mips_63_03
at_At2g27120 mips_03_01_05_01 "putative DNA polymerase epsilon catalytic subunit"
mips_03_03_01_03
mips_30_10
at_At2g31520 mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At2g41580 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_02
mips_29_99
at_At3g11970 mips_03_01_05 "hypothetical protein"
mips_03_01_05_03
mips_29_01
at_At3g25450 - mips_10_01_01 "hypothetical protein"
mips_29
at_At3g31970 mips_03_01_05_03 "hypothetical protein"
at_At3g44650 mips_03_01_05 "putative protein"
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At4g02490 mips_03_01_03 ""
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At4g03650 mips_03_01_03 "putative reverse transcriptase"
mips_03_01_05
mips_03_01_05_03
mips_29_01
at_At4g03840 mips_03_01_05_03 "putative transposon protein"
mips_29_01
at_At4g08100 mips_03_01 "putative polyprotein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At4g10580 mips_03_01_05_03 "putative reverse-transcriptase -like protein"
mips_29_01
at_At4g10830 mips_03_01_05_01 "putative protein"
mips_29_01
mips_29_99
at_At4g12180 mips_03_01 "putative reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At4g15860 - mips_10 "retrotransposon like protein"
mips_10_01
mips_10_01_01
mips_29
mips_29_01
mips_29_99
mips_99
at_At4g16910 mips_03_01_03 "retrotransposon like protein"
mips_03_01_05
mips_03_01_05_03
at_At4g27200 - mips_10 "putative protein"
mips_10_01
mips_10_01_01
mips_29
mips_29_01
mips_29_99
at_At4g32700 mips_03_01_03 "putative protein"
mips_03_01_05
mips_40_10_99
mips_40_37
at_At5g15700 - mips_04_05_01_01 "DNA-directed RNA polymerase (mitochondrial)"
mips_40_26
mips_40_26_03
at_At5g16850 - mips_03_01 "telomerase reverse transcriptase"
mips_03_01_03
mips_03_99
mips_13_11
mips_30_10
mips_30_10_03
mips_40_10_03
at_At5g63960 mips_03_01_05_01 "DNA polymerase III catalytic subunit"
at_At5g67100 mips_03_01_05_01 "DNA polymerase alpha 1"
Propertest Accuracy: 29/36 (80.56%)
Propertest Frequency class 'mips_03_01_05': 123/3048 (4.04%)
New (unknown) data (1980 items):
at_At1g24640 - no entry null
at_At1g34090 - mips_29 "putative protein"
mips_29_01
mips_29_99
at_At1g34100 - mips_29_01 "putative protein"
mips_29_99
at_At1g53810 - mips_29_01 ""
mips_29_99
at_At2g04490 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g05960 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g06950 - no entry null
at_At2g07010 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g13940 - mips_29 "putative retroelement pol polyprotein"
mips_29_01
mips_29_99
at_At2g15540 - mips_29_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_02
mips_29_99
at_At2g21460 - no entry null
at_At2g24660 - no entry null
at_At3g60170 - mips_29_01 "putative protein"
mips_29_99
at_At4g04280 - mips_29_01 "putative transposon protein"
mips_29_02
at_At4g04440 - mips_29_01 "putative transposon protein"
mips_29_02
mips_29_99
at_At4g04600 - mips_29 "putative polyprotein"
mips_29_01
mips_29_02
mips_29_99
at_At4g14460 - mips_29 "retrovirus-related like polyprotein"
mips_29_01
mips_29_99
at_At4g15590 - no entry null
at_At4g16020 - mips_29_01 "retrotransposon like protein"
mips_29_99
at_At4g20520 - no entry null
at_At4g21360 - mips_29_01 "putative transposable element"
mips_29_02
mips_29_99
at_At4g22040 - mips_29 "LTR retrotransposon like protein"
mips_29_01
mips_29_02
mips_29_99
at_At4g23160 - mips_29 "putative protein"
mips_29_01
mips_29_99
mips_99
at_At4g32220 - mips_29 "hypothetical protein"
at_At1g23990 - mips_29_02 "reverse transcriptase, putative"
at_At1g30390 - no entry null
at_At1g31210 - no entry null
at_At1g35050 - mips_29_01 "putative protein"
mips_29_99
at_At1g36110 - no entry null
at_At1g36620 - mips_29_01 "hypothetical protein"
mips_29_99
at_At1g47520 - mips_29_01 "hypothetical protein"
mips_29_02
mips_29_99
at_At1g47860 - no entry null
at_At1g48710 - mips_29 "hypothetical protein"
mips_29_02
at_At1g54390 - no entry null
at_At1g57640 - mips_29_01 ""
mips_29_99
at_At1g60020 - mips_29 "hypothetical protein"
at_At1g70010 - mips_29_01 "hypothetical protein"
mips_29_99
at_At2g05390 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_02
mips_29_99
at_At2g05930 - mips_29 "copia-like retroelement pol polyprotein"
mips_29_01
mips_29_99
at_At2g06310 - mips_29 "putative Athila retroelement ORF1 protein"
at_At2g07650 - mips_29_01 "putative non-LTR retrolelement reverse transcriptase"
mips_29_99
at_At2g11190 - mips_29 "putative retroelement pol polyprotein"
at_At2g13930 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g15700 - mips_29_01 "copia-like retroelement pol polyprotein"
mips_29_99
at_At2g15870 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_02
mips_29_99
at_At2g16000 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g17490 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_02
at_At2g17610 - mips_29_02 "putative non-LTR retroelement reverse transcriptase"
at_At2g19840 - no entry null
at_At2g20460 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g21310 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g23330 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At3g22340 - mips_29_01 "hypothetical protein"
mips_29_99
at_At3g48370 - mips_29 "putative protein"
at_At3g59720 - mips_29_01 "copia-type reverse transcriptase-like protein"
at_At3g61330 - mips_29_01 "copia-type polyprotein"
mips_29_02
mips_29_99
at_At3g61900 - no entry null
at_At4g03810 - mips_29 "putative retrotransposon protein"
mips_29_02
at_At4g04420 - mips_29_02 "putative transposon protein"
at_At4g07810 - no entry null
at_At4g08830 - mips_29 "putative protein"
mips_29_02
mips_29_99
at_At4g10690 - no entry null
at_At4g16010 - no entry null
at_At4g17450 - mips_29_01 "retrotransposon like protein"
mips_29_02
mips_29_99
at_At4g19780 - mips_29_01 "putative LTR retrotransposon (fragment)"
mips_29_99
at_At4g27210 - no entry null
at_At4g28900 - no entry null
at_At1g37110 - mips_29_01 ""
mips_29_99
at_At1g47360 - mips_29_01 "polyprotein, putative"
mips_29_02
mips_29_99
at_At1g50840 - mips_40_37 "unknown protein"
at_At1g51750 - mips_29_99 "hypothetical protein"
at_At1g58140 - mips_29_01 "hypothetical protein"
mips_29_02
at_At2g04820 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g07550 - no entry null
at_At2g10610 - mips_29_01 "pseudogene"
mips_29_99
at_At2g15650 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g28980 - no entry null
at_At3g20540 - mips_40_37 "DNA polymerase, putative"
at_At3g29510 - mips_29_01 "hypothetical protein"
mips_29_99
at_At3g30570 - no entry null
at_At3g45520 - mips_29_01 "copia-like polyprotein"
mips_29_99
at_At4g02960 - mips_29 "putative polyprotein of LTR transposon"
at_At4g04000 - no entry null
at_At4g04380 - no entry null
at_At4g07550 - no entry null
at_At4g07840 - mips_29_01 "putative transposon protein"
at_At4g09540 - mips_29_01 "putative protein"
mips_29_99
at_At4g10460 - mips_29 "putative retrotransposon"
mips_29_02
at_At4g10990 - mips_29_01 "putative retrotransposon polyprotein"
mips_29_99
at_At4g16870 - mips_29_01 "retrotransposon like protein"
mips_29_99
at_At5g35820 - no entry null
------------------
Rule 103
b.82.2 <= 7.4e-19
-> class mips_20_20_18 "plant hormonal regulation"
Evaluation on training data (3968 items):
at_At1g03400 mips_01_01_99 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g06620 mips_01_01_99 "oxidoreductase, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g12010 mips_01_20_17_07 "putative amino-cyclopropane-carboxylic acid oxidase (ACC oxidase)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g14130 mips_01_20_17_07 "dioxygenase-like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g15540 - mips_01_01_99 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
at_At1g17010 mips_01_20 "SRG1-like protein"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g30040 mips_01_20_17 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g44090 mips_01_20_17 "gibberelin 20-oxidase, putative"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g47990 mips_01_20_17_07 "dioxygenase, putative"
mips_20_20
mips_20_20_18
at_At1g52790 mips_01_01_99 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g60980 mips_01_01_99 "putative gibberellin 20-oxidase"
mips_01_20_13
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g62310 - mips_40_26 "hypothetical protein"
mips_40_26_03
at_At1g62380 mips_01_01 "Unknown protein (F24O1.10)"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g80330 mips_01_20_13 "putative gibberellin 3 beta-hydroxylase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g80340 mips_01_20 "gibberellin 3 beta-hydroxylase"
mips_01_20_13
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At2g25450 mips_01_01 "putative dioxygenase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At2g44800 mips_01_01_99 "putative flavonol synthase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g12900 mips_01_01_99 "hypothetical protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g20810 - mips_01 "unknown protein"
mips_01_06
mips_01_06_04
mips_04
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_04_05_01_04_05
mips_04_99
mips_11
mips_11_01
mips_11_01_01
mips_40_10
mips_98
at_At3g46490 mips_01_01_99 "putative protein"
mips_20_20
mips_20_20_18
at_At3g46500 - mips_01_20_17_07 "putative protein"
at_At3g49620 - mips_01_20_17_07 "2-oxoacid-dependent oxidase (din11)"
mips_01_20_35_01_05
at_At3g50210 mips_01_20_17_07 "flavonol synthase - like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_20_20
mips_20_20_18
at_At3g60290 mips_01_01_99 "SRG1 - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g03050 mips_01_20_17_07 "2-oxoglutarate-dependent dioxygenase (AOP3)"
mips_20_20
mips_20_20_18
at_At4g03060 mips_01_20 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At4g10490 mips_01_20_17 "putative flavanone 3-beta-hydroxylase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g10500 - mips_01_20_17_07 "putative Fe(II)/ascorbate oxidase"
mips_01_20_35_01
at_At4g16770 mips_01_01_99 "gibberellin oxidase-like protein"
mips_01_20_17
mips_01_20_17_07
mips_14
mips_14_01_05
mips_20_20
mips_20_20_18
at_At4g21200 mips_01_01_99 "gibberellin 20-oxidase - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g23340 mips_01_01_99 "putative protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g25310 mips_01_01_99 "SRG1-like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g06550 - mips_01_06_04 "putative protein"
mips_04_05_01_04_03
mips_04_05_01_04_05
mips_04_99
mips_11_01_01
at_At5g07200 mips_01_01_99 "gibberellin 20-oxidase"
mips_01_20_13
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g07480 mips_01_20_17 "putative protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g08640 mips_01_20_17 "flavonol synthase (FLS) (sp|Q96330)"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g20400 mips_01_20_17 "ethylene-forming-enzyme-like dioxygenase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g24530 - mips_01_20_17 "flavanone 3-hydroxylase-like protein"
mips_01_20_17_07
at_At5g43450 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g54000 mips_01_20_17 "ethylene-forming-enzyme-like dioxygenase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g54100 - mips_03 "unknown protein"
mips_03_01
mips_03_01_03
mips_03_03
mips_03_03_01
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_30
mips_30_02
mips_30_04
mips_40_04
mips_62_01_01
mips_62_01_07
mips_63_01
mips_63_09
mips_67
mips_67_01
mips_67_01_01
mips_98
at_At5g58660 mips_01 "putative protein"
mips_01_01
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
mips_98
at_At5g59540 mips_01 "1-aminocyclopropane-1-carboxylate oxidase - like protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
mips_98
at_At5g63580 mips_01 "flavonol synthase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10
mips_20_20
mips_20_20_18
mips_98
at_At5g63590 mips_01_01 "flavonol synthase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g63600 mips_01_20_17_07 "1-aminocyclopropane-1-carboxylic acid oxidase-like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Training Accuracy: 37/46 (80.43%)
Training Frequency class 'mips_20_20_18': 82/3968 (2.07%)
Evaluation on validation data (1980 items):
at_At1g02400 mips_01_01_99 "hypothetical protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g06640 mips_01_01 "putative Iron/Ascorbate oxidoreductase family protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g15550 mips_01_20_13 "putative protein"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g17020 mips_01_20_17 "SRG1-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g52810 mips_01_20 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g77330 mips_01_01_99 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At2g19590 mips_01_20_17_07 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g19010 - mips_01_20_17_07 "oxidase like protein"
at_At3g45880 - mips_01_06_04 "phospholipase - like protein"
at_At4g00990 - mips_40_26 "putative protein (fragment)"
mips_40_26_03
at_At4g21690 mips_01_20_13 "gibberellin 3 beta-hydroxylase - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g25300 - mips_01_01_99 "SRG1-like protein"
mips_01_20_17_07
at_At5g20550 - mips_01_20_17_07 "ethylene-forming-enzyme-like dioxygenase - like"
at_At5g51310 mips_01_20_17_07 "gibberellin 20-oxidase-like protein"
mips_20_20
mips_20_20_18
at_At5g59530 mips_01_01 "1-aminocyclopropane-1-carboxylate oxidase - like protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
Validation Accuracy: 10/15 (66.67%)
Validation Frequency class 'mips_20_20_18': 35/1980 (1.77%)
Evaluation on propertest data (3048 items):
at_At1g03410 mips_01_01 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g04350 mips_01_01_99 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g04380 mips_01_01 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At1g05010 mips_01_20 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g06650 mips_01 "oxidoreductase, putative"
mips_01_01
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_10
mips_10_05
mips_20
mips_20_20
mips_20_20_18
mips_98
at_At1g14120 mips_01_01_99 "dioxygenase like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g28030 mips_01_20 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At1g35190 mips_01_20_17 "hyoscyamine 6-dioxygenase hydroxylase, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g49390 mips_01_20_17_07 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g50960 mips_01_01_99 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g52800 mips_01_01 "putative oxidoreductase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g52820 - mips_01_20_17_07 "putative oxidoreductase"
at_At1g55290 mips_01_01_99 "leucoanthocyanidin dioxygenase 2, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g78440 mips_01_20_17_07 "putative dioxygenase"
mips_20_20
mips_20_20_18
at_At1g78550 mips_01_01_99 "Hypothetical protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g80320 - mips_01_20_17 "oxidoreductase like protein"
mips_01_20_17_07
mips_10
at_At2g06960 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g30830 - mips_01_01_99 "putative dioxygenase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35_01
at_At2g30840 mips_01_01_99 "putative dioxygenase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g36690 mips_01_01_99 "putative giberellin beta-hydroxylase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g38240 mips_01_20_17_07 "putative anthocyanidin synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g11180 mips_01_01_99 "putative leucoanthocyanidin dioxygenase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g13610 mips_01_01_99 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g19000 mips_01_20_17 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g21420 - mips_01_20_17 "unknown protein"
mips_01_20_17_07
at_At3g46480 mips_01_20 "putative protein"
mips_01_20_17
mips_01_20_17_07
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At3g47190 mips_01_01_99 "1-aminocyclopropane-1-carboxylic acid oxidase - like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g49630 mips_01_20_17_07 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_20_20
mips_20_20_18
at_At3g51240 - mips_01_20_17 "flavanone 3-hydroxylase (FH3)"
mips_01_20_17_07
at_At3g55970 mips_01_20_17 "leucoanthocyanidin dioxygenase -like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g61400 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g03070 mips_01_01_99 "putative oxidoreductase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g16330 mips_01_20_17_07 "naringenin 3-dioxygenase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g22870 mips_01_01_99 "anthocyanidin synthase - like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g22880 mips_01_20_17_07 "putative leucoanthocyanidin dioxygenase (LDOX)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g25420 mips_01_01 "gibberellin 20-oxidase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g05600 mips_01_01_99 "leucoanthocyanidin dioxygenase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g43440 mips_01_01 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At5g51810 - mips_01_20_17 "gibberellin 20-oxidase (emb|CAA58294.1)"
mips_01_20_17_07
at_At5g63080 - mips_63_17 "unknown protein"
mips_63_17_09
Propertest Accuracy: 33/40 (82.50%)
Propertest Frequency class 'mips_20_20_18': 72/3048 (2.36%)
New (unknown) data (1980 items):
at_At2g38500 - no entry null
at_At3g12940 - no entry null
at_At3g63290 - no entry null
at_At4g13400 - no entry null
at_At1g79760 - no entry null
at_At3g11150 - no entry null
at_At3g21360 - no entry null
at_At5g19840 - no entry null
at_At5g48020 - no entry null
at_At1g78280 - no entry null
------------------
Rule 106
a.102.4 <= 1.2e-21
a.128 <= 2.8e-21
-> class mips_20_20_18 "plant hormonal regulation"
Evaluation on training data (3968 items):
at_At1g48820 - mips_01_20_13 "hypothetical protein"
mips_01_20_35_01
at_At1g61120 mips_01_20_13 "putative S-linalool synthase (At1g61120)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g79460 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g23230 mips_01_20_13 "putative vetispiradiene synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g14490 mips_01_20_13 "terpene synthase-related protein, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g29190 mips_01_20 "terpene synthase-related protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At3g32030 mips_01_20_13 "terpene synthase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g02780 mips_01_20 "ent-kaurene synthetase A - like protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At4g13280 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g13300 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g15870 mips_01_20_13 "delta-cadinene synthase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g16740 - mips_01_20_13 "limonene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
at_At4g20230 mips_01_20_13 "terpene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g44630 mips_01_20_13 "terpene cyclase/synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Training Accuracy: 12/14 (85.71%)
Training Frequency class 'mips_20_20_18': 82/3968 (2.07%)
Evaluation on validation data (1980 items):
at_At1g33750 mips_01_20_13 "terpene synthase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g48800 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g61680 mips_01_20 "hypothetical protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At1g66020 mips_01 "hypothetical protein"
mips_01_20
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
mips_99
at_At3g14540 - mips_01_20_13 "hypothetical protein"
mips_01_20_35_01
at_At3g25810 mips_01_20_13 "terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g25820 mips_01_20_13 "terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g25830 mips_01_20_13 "limonene cyclase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g20210 mips_01_20_13 "cadinene synthase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g23960 mips_01_20_13 "(+)-delta-cadinene synthase (d-cadinene synthase)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Validation Accuracy: 9/10 (90.00%)
Validation Frequency class 'mips_20_20_18': 35/1980 (1.77%)
Evaluation on propertest data (3048 items):
at_At1g31950 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g70080 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g24210 mips_01_20_13 "myrcene/ocimene synthase (TPS10)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g14520 mips_01_20 "hypothetical protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At3g29110 mips_01_20_13 "putative terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g29410 - mips_01_20_13 "terpene synthase, putative"
at_At4g16730 mips_01_20_13 "limonene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g20200 mips_01_20 "terpene cyclase like protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At5g48110 mips_01_20 "terpene synthase"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
Propertest Accuracy: 8/9 (88.89%)
Propertest Frequency class 'mips_20_20_18': 72/3048 (2.36%)
New (unknown) data (1980 items):
------------------
Rule 101
b.82.2 <= 7.4e-19
-> class mips_01_01_99 "other amino acid metabolism activities"
Evaluation on training data (3968 items):
at_At1g03400 mips_01_01_99 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g06620 mips_01_01_99 "oxidoreductase, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g12010 - mips_01_20_17_07 "putative amino-cyclopropane-carboxylic acid oxidase (ACC oxidase)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g14130 - mips_01_20_17_07 "dioxygenase-like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g15540 mips_01_01_99 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
at_At1g17010 - mips_01_20 "SRG1-like protein"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g30040 - mips_01_20_17 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g44090 - mips_01_20_17 "gibberelin 20-oxidase, putative"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g47990 - mips_01_20_17_07 "dioxygenase, putative"
mips_20_20
mips_20_20_18
at_At1g52790 mips_01_01_99 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g60980 mips_01_01_99 "putative gibberellin 20-oxidase"
mips_01_20_13
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g62310 - mips_40_26 "hypothetical protein"
mips_40_26_03
at_At1g62380 mips_01_01 "Unknown protein (F24O1.10)"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g80330 - mips_01_20_13 "putative gibberellin 3 beta-hydroxylase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g80340 - mips_01_20 "gibberellin 3 beta-hydroxylase"
mips_01_20_13
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At2g25450 mips_01_01 "putative dioxygenase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At2g44800 mips_01_01_99 "putative flavonol synthase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g12900 mips_01_01_99 "hypothetical protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g20810 - mips_01 "unknown protein"
mips_01_06
mips_01_06_04
mips_04
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_04_05_01_04_05
mips_04_99
mips_11
mips_11_01
mips_11_01_01
mips_40_10
mips_98
at_At3g46490 mips_01_01_99 "putative protein"
mips_20_20
mips_20_20_18
at_At3g46500 - mips_01_20_17_07 "putative protein"
at_At3g49620 - mips_01_20_17_07 "2-oxoacid-dependent oxidase (din11)"
mips_01_20_35_01_05
at_At3g50210 - mips_01_20_17_07 "flavonol synthase - like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_20_20
mips_20_20_18
at_At3g60290 mips_01_01_99 "SRG1 - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g03050 - mips_01_20_17_07 "2-oxoglutarate-dependent dioxygenase (AOP3)"
mips_20_20
mips_20_20_18
at_At4g03060 - mips_01_20 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At4g10490 - mips_01_20_17 "putative flavanone 3-beta-hydroxylase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g10500 - mips_01_20_17_07 "putative Fe(II)/ascorbate oxidase"
mips_01_20_35_01
at_At4g16770 mips_01_01_99 "gibberellin oxidase-like protein"
mips_01_20_17
mips_01_20_17_07
mips_14
mips_14_01_05
mips_20_20
mips_20_20_18
at_At4g21200 mips_01_01_99 "gibberellin 20-oxidase - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g23340 mips_01_01_99 "putative protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g25310 mips_01_01_99 "SRG1-like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g06550 - mips_01_06_04 "putative protein"
mips_04_05_01_04_03
mips_04_05_01_04_05
mips_04_99
mips_11_01_01
at_At5g07200 mips_01_01_99 "gibberellin 20-oxidase"
mips_01_20_13
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g07480 - mips_01_20_17 "putative protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g08640 - mips_01_20_17 "flavonol synthase (FLS) (sp|Q96330)"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g20400 - mips_01_20_17 "ethylene-forming-enzyme-like dioxygenase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g24530 - mips_01_20_17 "flavanone 3-hydroxylase-like protein"
mips_01_20_17_07
at_At5g43450 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g54000 - mips_01_20_17 "ethylene-forming-enzyme-like dioxygenase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g54100 - mips_03 "unknown protein"
mips_03_01
mips_03_01_03
mips_03_03
mips_03_03_01
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_30
mips_30_02
mips_30_04
mips_40_04
mips_62_01_01
mips_62_01_07
mips_63_01
mips_63_09
mips_67
mips_67_01
mips_67_01_01
mips_98
at_At5g58660 mips_01 "putative protein"
mips_01_01
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
mips_98
at_At5g59540 mips_01 "1-aminocyclopropane-1-carboxylate oxidase - like protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
mips_98
at_At5g63580 mips_01 "flavonol synthase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10
mips_20_20
mips_20_20_18
mips_98
at_At5g63590 mips_01_01 "flavonol synthase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g63600 - mips_01_20_17_07 "1-aminocyclopropane-1-carboxylic acid oxidase-like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Training Accuracy: 21/46 (45.65%)
Training Frequency class 'mips_01_01_99': 38/3968 (0.96%)
Evaluation on validation data (1980 items):
at_At1g02400 mips_01_01_99 "hypothetical protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g06640 mips_01_01 "putative Iron/Ascorbate oxidoreductase family protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g15550 - mips_01_20_13 "putative protein"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g17020 - mips_01_20_17 "SRG1-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g52810 - mips_01_20 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g77330 mips_01_01_99 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At2g19590 - mips_01_20_17_07 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g19010 - mips_01_20_17_07 "oxidase like protein"
at_At3g45880 - mips_01_06_04 "phospholipase - like protein"
at_At4g00990 - mips_40_26 "putative protein (fragment)"
mips_40_26_03
at_At4g21690 - mips_01_20_13 "gibberellin 3 beta-hydroxylase - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g25300 mips_01_01_99 "SRG1-like protein"
mips_01_20_17_07
at_At5g20550 - mips_01_20_17_07 "ethylene-forming-enzyme-like dioxygenase - like"
at_At5g51310 - mips_01_20_17_07 "gibberellin 20-oxidase-like protein"
mips_20_20
mips_20_20_18
at_At5g59530 mips_01_01 "1-aminocyclopropane-1-carboxylate oxidase - like protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
Validation Accuracy: 5/15 (33.33%)
Validation Frequency class 'mips_01_01_99': 15/1980 (0.76%)
Evaluation on propertest data (3048 items):
at_At1g03410 mips_01_01 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g04350 mips_01_01_99 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g04380 mips_01_01 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At1g05010 - mips_01_20 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g06650 mips_01 "oxidoreductase, putative"
mips_01_01
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_10
mips_10_05
mips_20
mips_20_20
mips_20_20_18
mips_98
at_At1g14120 mips_01_01_99 "dioxygenase like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g28030 - mips_01_20 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At1g35190 - mips_01_20_17 "hyoscyamine 6-dioxygenase hydroxylase, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g49390 - mips_01_20_17_07 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g50960 mips_01_01_99 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g52800 mips_01_01 "putative oxidoreductase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g52820 - mips_01_20_17_07 "putative oxidoreductase"
at_At1g55290 mips_01_01_99 "leucoanthocyanidin dioxygenase 2, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g78440 - mips_01_20_17_07 "putative dioxygenase"
mips_20_20
mips_20_20_18
at_At1g78550 mips_01_01_99 "Hypothetical protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g80320 - mips_01_20_17 "oxidoreductase like protein"
mips_01_20_17_07
mips_10
at_At2g06960 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g30830 mips_01_01_99 "putative dioxygenase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35_01
at_At2g30840 mips_01_01_99 "putative dioxygenase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g36690 mips_01_01_99 "putative giberellin beta-hydroxylase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g38240 - mips_01_20_17_07 "putative anthocyanidin synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g11180 mips_01_01_99 "putative leucoanthocyanidin dioxygenase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g13610 mips_01_01_99 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g19000 - mips_01_20_17 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g21420 - mips_01_20_17 "unknown protein"
mips_01_20_17_07
at_At3g46480 - mips_01_20 "putative protein"
mips_01_20_17
mips_01_20_17_07
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At3g47190 mips_01_01_99 "1-aminocyclopropane-1-carboxylic acid oxidase - like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g49630 - mips_01_20_17_07 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_20_20
mips_20_20_18
at_At3g51240 - mips_01_20_17 "flavanone 3-hydroxylase (FH3)"
mips_01_20_17_07
at_At3g55970 - mips_01_20_17 "leucoanthocyanidin dioxygenase -like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g61400 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g03070 mips_01_01_99 "putative oxidoreductase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g16330 - mips_01_20_17_07 "naringenin 3-dioxygenase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g22870 mips_01_01_99 "anthocyanidin synthase - like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g22880 - mips_01_20_17_07 "putative leucoanthocyanidin dioxygenase (LDOX)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g25420 mips_01_01 "gibberellin 20-oxidase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g05600 mips_01_01_99 "leucoanthocyanidin dioxygenase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g43440 mips_01_01 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At5g51810 - mips_01_20_17 "gibberellin 20-oxidase (emb|CAA58294.1)"
mips_01_20_17_07
at_At5g63080 - mips_63_17 "unknown protein"
mips_63_17_09
Propertest Accuracy: 22/40 (55.00%)
Propertest Frequency class 'mips_01_01_99': 47/3048 (1.54%)
New (unknown) data (1980 items):
at_At2g38500 - no entry null
at_At3g12940 - no entry null
at_At3g63290 - no entry null
at_At4g13400 - no entry null
at_At1g79760 - no entry null
at_At3g11150 - no entry null
at_At3g21360 - no entry null
at_At5g19840 - no entry null
at_At5g48020 - no entry null
at_At1g78280 - no entry null
------------------
Rule 278
b.50.1 <= 3.3e-07
e.8 > 0.0018
-> class mips_47_03_09 "respiratory system"
Evaluation on training data (3968 items):
at_At1g01300 mips_06_13_99 "chloroplast nucleoid DNA binding protein, putative"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g09750 mips_06_13_99 "unknown protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g11910 mips_06_13_99 "putative aspartic proteinase"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g44130 - mips_06_13_04 "nucellin, putative"
mips_06_13_04_01
mips_40_25
at_At1g65240 - mips_06_13_04 "hypothetical protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g66180 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g69100 mips_06_13 "hypothetical protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g77480 mips_04 "nucellin-like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At1g79720 - mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
mips_40_27
at_At2g28010 mips_06_13 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At2g36670 - mips_04 "putative protease"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_40
mips_40_26
mips_40_26_03
mips_99
at_At2g42980 mips_06_13_99 "hypothetical protein"
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g50050 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g52500 mips_06 "Unknown protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At3g54400 mips_06_13_99 "nucleoid DNA-binding - like protein"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g61820 - mips_06_13 "unknown protein"
mips_40_25
mips_40_26
mips_40_26_03
at_At4g04460 mips_06 "putative aspartic protease"
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At4g22050 mips_06_13_04 "aspartic proteinase like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g02190 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g10080 mips_06_07 "predicted GPI-anchored protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g10760 - mips_20_03 "nucleoid DNA-binding protein cnd41 - like protein"
mips_40_26
mips_40_26_03
at_At5g10770 - mips_20_03 "nucleoid DNA-binding protein cnd41 - like protein"
mips_40_26
mips_40_26_03
at_At5g19100 mips_06_13_04 "dermal glycoprotein precursor -like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g33340 - mips_04 "putative protein"
mips_06
mips_06_13
mips_20_03
mips_40_26
mips_40_26_03
at_At5g36260 - mips_06_13 "aspartyl protease-like predicted GPI-anchored protein"
mips_06_13_04
mips_06_13_04_01
mips_20
mips_20_03
mips_40_25
at_At5g37540 - mips_01_25 "unknown protein"
mips_01_25_03
mips_20_03
mips_40_27
mips_47_03_11
mips_47_03_11_03
mips_47_03_15
mips_47_03_15_09
at_At5g45120 mips_06_13_04 "chloroplast nucleoid DNA-binding protein-like"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g48430 mips_06_13_04 "dermal glycoprotein precursor, extracellular-like"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
Training Accuracy: 18/28 (64.29%)
Training Frequency class 'mips_47_03_09': 37/3968 (0.93%)
Evaluation on validation data (1980 items):
at_At1g03230 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g05840 mips_06_13_99 "unknown protein"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g49050 - mips_04_05 "unknown protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_20
mips_20_03
mips_40_26
mips_40_26_03
at_At1g62290 mips_06_13_99 "putative aspartic protease (At1g62290)"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At3g12700 - mips_04 "putative protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_98
at_At3g51340 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At3g59080 - mips_40_26 "putative protein"
mips_40_26_03
at_At5g07030 mips_06_13_99 "nucleoid DNA-binding-like protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g24820 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
Validation Accuracy: 5/9 (55.56%)
Validation Frequency class 'mips_47_03_09': 16/1980 (0.81%)
Evaluation on propertest data (3048 items):
at_At1g03220 - mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g08210 - mips_06_13_04 "predicted GPI-anchored protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g25510 mips_04_05 "hypothetical protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_06_13_99
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_40_26
mips_40_26_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At2g03200 - mips_04 "putative chloroplast nucleoid DNA binding protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_98
mips_99
at_At2g28030 - mips_06_13 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04
mips_06_13_04_01
mips_40_25
at_At2g28040 mips_06_13_04 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At2g28220 - mips_06_13_04 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04_01
mips_40_25
at_At2g39710 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g18490 - mips_04_05 "putative chloroplast nucleoid DNA-binding protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_20
mips_20_03
mips_40_26
mips_40_26_03
at_At3g20015 - mips_06_13_04 "putative nucleoid chloroplast DNA-binding protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
at_At3g25700 mips_06_13_04 "hypothetical protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g42550 mips_06_13 "putative protein"
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_27
mips_40_27_99
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g12920 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g30040 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At4g33490 mips_06_13_04 "nucellin -like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g19120 mips_06_13_04 "conglutin gamma - like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g22850 - mips_06_13_04 "protease-like protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At5g43100 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
Propertest Accuracy: 8/18 (44.44%)
Propertest Frequency class 'mips_47_03_09': 20/3048 (0.66%)
New (unknown) data (1980 items):
at_At1g64830 - mips_06_13 "hypothetical protein"
mips_20_03
at_At1g31450 - mips_06_13 "hypothetical protein"
at_At2g17760 - mips_06_13 "putative chloroplast nucleoid DNA-binding protein"
mips_20_03
at_At3g31390 - mips_29 "hypothetical protein"
mips_29_02
at_At3g51330 - mips_06_13 "predicted GPI-anchored protein"
mips_20
mips_20_03
mips_40_25
at_At4g07780 - no entry null
at_At4g30030 - no entry null
at_At5g19110 - mips_20_03 "dermal glycoprotein - like"
mips_40_25
at_At1g36560 - no entry null
at_At3g29750 - no entry null
at_At3g51350 - no entry null
at_At3g51360 - mips_06_13 "putative protein"
at_At4g03850 - no entry null
at_At4g08030 - mips_29_02 "putative Athila-like protein"
at_At4g35880 - no entry null
------------------
Rule 281
a.64.1 > 3.5e-20
b.50.1 <= 3.3e-07
e.8 > 0.0018
-> class mips_06_13_04 "lysosomal and vacuolar degradation"
Evaluation on training data (3968 items):
at_At1g01300 - mips_06_13_99 "chloroplast nucleoid DNA binding protein, putative"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g09750 - mips_06_13_99 "unknown protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g44130 mips_06_13_04 "nucellin, putative"
mips_06_13_04_01
mips_40_25
at_At1g65240 mips_06_13_04 "hypothetical protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g66180 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g69100 mips_06_13 "hypothetical protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g77480 - mips_04 "nucellin-like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At1g79720 mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
mips_40_27
at_At2g28010 - mips_06_13 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At2g36670 - mips_04 "putative protease"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_40
mips_40_26
mips_40_26_03
mips_99
at_At2g42980 - mips_06_13_99 "hypothetical protein"
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g50050 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g52500 mips_06 "Unknown protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At3g54400 - mips_06_13_99 "nucleoid DNA-binding - like protein"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g61820 - mips_06_13 "unknown protein"
mips_40_25
mips_40_26
mips_40_26_03
at_At4g22050 mips_06_13_04 "aspartic proteinase like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g02190 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g10080 mips_06_07 "predicted GPI-anchored protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g10760 - mips_20_03 "nucleoid DNA-binding protein cnd41 - like protein"
mips_40_26
mips_40_26_03
at_At5g10770 - mips_20_03 "nucleoid DNA-binding protein cnd41 - like protein"
mips_40_26
mips_40_26_03
at_At5g19100 mips_06_13_04 "dermal glycoprotein precursor -like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g33340 - mips_04 "putative protein"
mips_06
mips_06_13
mips_20_03
mips_40_26
mips_40_26_03
at_At5g36260 mips_06_13 "aspartyl protease-like predicted GPI-anchored protein"
mips_06_13_04
mips_06_13_04_01
mips_20
mips_20_03
mips_40_25
at_At5g37540 - mips_01_25 "unknown protein"
mips_01_25_03
mips_20_03
mips_40_27
mips_47_03_11
mips_47_03_11_03
mips_47_03_15
mips_47_03_15_09
at_At5g45120 mips_06_13_04 "chloroplast nucleoid DNA-binding protein-like"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g48430 mips_06_13_04 "dermal glycoprotein precursor, extracellular-like"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
Training Accuracy: 14/26 (53.85%)
Training Frequency class 'mips_06_13_04': 34/3968 (0.86%)
Evaluation on validation data (1980 items):
at_At1g03230 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g05840 - mips_06_13_99 "unknown protein"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g49050 - mips_04_05 "unknown protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_20
mips_20_03
mips_40_26
mips_40_26_03
at_At3g12700 - mips_04 "putative protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_98
at_At3g51340 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At3g59080 - mips_40_26 "putative protein"
mips_40_26_03
at_At5g07030 - mips_06_13_99 "nucleoid DNA-binding-like protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g24820 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
Validation Accuracy: 3/8 (37.50%)
Validation Frequency class 'mips_06_13_04': 22/1980 (1.11%)
Evaluation on propertest data (3048 items):
at_At1g03220 mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g08210 mips_06_13_04 "predicted GPI-anchored protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g25510 - mips_04_05 "hypothetical protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_06_13_99
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_40_26
mips_40_26_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At2g03200 - mips_04 "putative chloroplast nucleoid DNA binding protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_98
mips_99
at_At2g28030 mips_06_13 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04
mips_06_13_04_01
mips_40_25
at_At2g28040 mips_06_13_04 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At2g28220 mips_06_13_04 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04_01
mips_40_25
at_At2g39710 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g18490 - mips_04_05 "putative chloroplast nucleoid DNA-binding protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_20
mips_20_03
mips_40_26
mips_40_26_03
at_At3g20015 mips_06_13_04 "putative nucleoid chloroplast DNA-binding protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
at_At3g25700 mips_06_13_04 "hypothetical protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g42550 - mips_06_13 "putative protein"
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_27
mips_40_27_99
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g12920 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g30040 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At4g33490 mips_06_13_04 "nucellin -like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g19120 mips_06_13_04 "conglutin gamma - like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g22850 mips_06_13_04 "protease-like protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At5g43100 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
Propertest Accuracy: 14/18 (77.78%)
Propertest Frequency class 'mips_06_13_04': 38/3048 (1.25%)
New (unknown) data (1980 items):
at_At1g64830 - mips_06_13 "hypothetical protein"
mips_20_03
at_At1g31450 - mips_06_13 "hypothetical protein"
at_At2g17760 - mips_06_13 "putative chloroplast nucleoid DNA-binding protein"
mips_20_03
at_At3g31390 - mips_29 "hypothetical protein"
mips_29_02
at_At3g51330 - mips_06_13 "predicted GPI-anchored protein"
mips_20
mips_20_03
mips_40_25
at_At4g07780 - no entry null
at_At4g30030 - no entry null
at_At5g19110 - mips_20_03 "dermal glycoprotein - like"
mips_40_25
at_At1g36560 - no entry null
at_At3g29750 - no entry null
at_At3g51350 - no entry null
at_At3g51360 - mips_06_13 "putative protein"
at_At4g03850 - no entry null
at_At4g08030 - mips_29_02 "putative Athila-like protein"
at_At4g35880 - no entry null
------------------
Rule 277
b.50.1 <= 3.3e-07
e.8 > 0.0018
-> class mips_47_03_07 "excretory apparatus"
Evaluation on training data (3968 items):
at_At1g01300 mips_06_13_99 "chloroplast nucleoid DNA binding protein, putative"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g09750 mips_06_13_99 "unknown protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g11910 mips_06_13_99 "putative aspartic proteinase"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g44130 - mips_06_13_04 "nucellin, putative"
mips_06_13_04_01
mips_40_25
at_At1g65240 - mips_06_13_04 "hypothetical protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g66180 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g69100 mips_06_13 "hypothetical protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g77480 mips_04 "nucellin-like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At1g79720 - mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
mips_40_27
at_At2g28010 mips_06_13 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At2g36670 - mips_04 "putative protease"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_40
mips_40_26
mips_40_26_03
mips_99
at_At2g42980 mips_06_13_99 "hypothetical protein"
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g50050 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g52500 mips_06 "Unknown protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At3g54400 mips_06_13_99 "nucleoid DNA-binding - like protein"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g61820 - mips_06_13 "unknown protein"
mips_40_25
mips_40_26
mips_40_26_03
at_At4g04460 mips_06 "putative aspartic protease"
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At4g22050 mips_06_13_04 "aspartic proteinase like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g02190 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g10080 mips_06_07 "predicted GPI-anchored protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g10760 - mips_20_03 "nucleoid DNA-binding protein cnd41 - like protein"
mips_40_26
mips_40_26_03
at_At5g10770 - mips_20_03 "nucleoid DNA-binding protein cnd41 - like protein"
mips_40_26
mips_40_26_03
at_At5g19100 mips_06_13_04 "dermal glycoprotein precursor -like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g33340 - mips_04 "putative protein"
mips_06
mips_06_13
mips_20_03
mips_40_26
mips_40_26_03
at_At5g36260 - mips_06_13 "aspartyl protease-like predicted GPI-anchored protein"
mips_06_13_04
mips_06_13_04_01
mips_20
mips_20_03
mips_40_25
at_At5g37540 - mips_01_25 "unknown protein"
mips_01_25_03
mips_20_03
mips_40_27
mips_47_03_11
mips_47_03_11_03
mips_47_03_15
mips_47_03_15_09
at_At5g45120 mips_06_13_04 "chloroplast nucleoid DNA-binding protein-like"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g48430 mips_06_13_04 "dermal glycoprotein precursor, extracellular-like"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
Training Accuracy: 18/28 (64.29%)
Training Frequency class 'mips_47_03_07': 50/3968 (1.26%)
Evaluation on validation data (1980 items):
at_At1g03230 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g05840 mips_06_13_99 "unknown protein"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g49050 - mips_04_05 "unknown protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_20
mips_20_03
mips_40_26
mips_40_26_03
at_At1g62290 mips_06_13_99 "putative aspartic protease (At1g62290)"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At3g12700 - mips_04 "putative protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_98
at_At3g51340 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At3g59080 - mips_40_26 "putative protein"
mips_40_26_03
at_At5g07030 mips_06_13_99 "nucleoid DNA-binding-like protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g24820 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
Validation Accuracy: 5/9 (55.56%)
Validation Frequency class 'mips_47_03_07': 21/1980 (1.06%)
Evaluation on propertest data (3048 items):
at_At1g03220 - mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g08210 - mips_06_13_04 "predicted GPI-anchored protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g25510 mips_04_05 "hypothetical protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_06_13_99
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_40_26
mips_40_26_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At2g03200 - mips_04 "putative chloroplast nucleoid DNA binding protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_98
mips_99
at_At2g28030 - mips_06_13 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04
mips_06_13_04_01
mips_40_25
at_At2g28040 mips_06_13_04 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At2g28220 - mips_06_13_04 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04_01
mips_40_25
at_At2g39710 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g18490 - mips_04_05 "putative chloroplast nucleoid DNA-binding protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_20
mips_20_03
mips_40_26
mips_40_26_03
at_At3g20015 - mips_06_13_04 "putative nucleoid chloroplast DNA-binding protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
at_At3g25700 mips_06_13_04 "hypothetical protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g42550 mips_06_13 "putative protein"
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_27
mips_40_27_99
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g12920 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g30040 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At4g33490 mips_06_13_04 "nucellin -like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g19120 mips_06_13_04 "conglutin gamma - like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g22850 - mips_06_13_04 "protease-like protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At5g43100 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
Propertest Accuracy: 8/18 (44.44%)
Propertest Frequency class 'mips_47_03_07': 29/3048 (0.95%)
New (unknown) data (1980 items):
at_At1g64830 - mips_06_13 "hypothetical protein"
mips_20_03
at_At1g31450 - mips_06_13 "hypothetical protein"
at_At2g17760 - mips_06_13 "putative chloroplast nucleoid DNA-binding protein"
mips_20_03
at_At3g31390 - mips_29 "hypothetical protein"
mips_29_02
at_At3g51330 - mips_06_13 "predicted GPI-anchored protein"
mips_20
mips_20_03
mips_40_25
at_At4g07780 - no entry null
at_At4g30030 - no entry null
at_At5g19110 - mips_20_03 "dermal glycoprotein - like"
mips_40_25
at_At1g36560 - no entry null
at_At3g29750 - no entry null
at_At3g51350 - no entry null
at_At3g51360 - mips_06_13 "putative protein"
at_At4g03850 - no entry null
at_At4g08030 - mips_29_02 "putative Athila-like protein"
at_At4g35880 - no entry null
------------------
Rule 282
b.50.1 <= 3.3e-07
e.8 > 0.0018
-> class mips_62_01_07 "binding / dissociation"
Evaluation on training data (3968 items):
at_At1g01300 - mips_06_13_99 "chloroplast nucleoid DNA binding protein, putative"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g09750 mips_06_13_99 "unknown protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g11910 mips_06_13_99 "putative aspartic proteinase"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g44130 - mips_06_13_04 "nucellin, putative"
mips_06_13_04_01
mips_40_25
at_At1g65240 - mips_06_13_04 "hypothetical protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g66180 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g69100 - mips_06_13 "hypothetical protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g77480 mips_04 "nucellin-like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At1g79720 - mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
mips_40_27
at_At2g28010 - mips_06_13 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At2g36670 - mips_04 "putative protease"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_40
mips_40_26
mips_40_26_03
mips_99
at_At2g42980 mips_06_13_99 "hypothetical protein"
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g50050 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g52500 mips_06 "Unknown protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At3g54400 mips_06_13_99 "nucleoid DNA-binding - like protein"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g61820 - mips_06_13 "unknown protein"
mips_40_25
mips_40_26
mips_40_26_03
at_At4g04460 mips_06 "putative aspartic protease"
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At4g22050 - mips_06_13_04 "aspartic proteinase like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g02190 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g10080 mips_06_07 "predicted GPI-anchored protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g10760 - mips_20_03 "nucleoid DNA-binding protein cnd41 - like protein"
mips_40_26
mips_40_26_03
at_At5g10770 - mips_20_03 "nucleoid DNA-binding protein cnd41 - like protein"
mips_40_26
mips_40_26_03
at_At5g19100 mips_06_13_04 "dermal glycoprotein precursor -like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g33340 - mips_04 "putative protein"
mips_06
mips_06_13
mips_20_03
mips_40_26
mips_40_26_03
at_At5g36260 - mips_06_13 "aspartyl protease-like predicted GPI-anchored protein"
mips_06_13_04
mips_06_13_04_01
mips_20
mips_20_03
mips_40_25
at_At5g37540 - mips_01_25 "unknown protein"
mips_01_25_03
mips_20_03
mips_40_27
mips_47_03_11
mips_47_03_11_03
mips_47_03_15
mips_47_03_15_09
at_At5g45120 mips_06_13_04 "chloroplast nucleoid DNA-binding protein-like"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g48430 mips_06_13_04 "dermal glycoprotein precursor, extracellular-like"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
Training Accuracy: 14/28 (50.00%)
Training Frequency class 'mips_62_01_07': 107/3968 (2.70%)
Evaluation on validation data (1980 items):
at_At1g03230 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g05840 mips_06_13_99 "unknown protein"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g49050 - mips_04_05 "unknown protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_20
mips_20_03
mips_40_26
mips_40_26_03
at_At1g62290 mips_06_13_99 "putative aspartic protease (At1g62290)"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At3g12700 - mips_04 "putative protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_98
at_At3g51340 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At3g59080 - mips_40_26 "putative protein"
mips_40_26_03
at_At5g07030 - mips_06_13_99 "nucleoid DNA-binding-like protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g24820 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
Validation Accuracy: 4/9 (44.44%)
Validation Frequency class 'mips_62_01_07': 39/1980 (1.97%)
Evaluation on propertest data (3048 items):
at_At1g03220 - mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g08210 - mips_06_13_04 "predicted GPI-anchored protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g25510 mips_04_05 "hypothetical protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_06_13_99
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_40_26
mips_40_26_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At2g03200 - mips_04 "putative chloroplast nucleoid DNA binding protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_98
mips_99
at_At2g28030 - mips_06_13 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04
mips_06_13_04_01
mips_40_25
at_At2g28040 mips_06_13_04 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At2g28220 - mips_06_13_04 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04_01
mips_40_25
at_At2g39710 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g18490 - mips_04_05 "putative chloroplast nucleoid DNA-binding protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_20
mips_20_03
mips_40_26
mips_40_26_03
at_At3g20015 - mips_06_13_04 "putative nucleoid chloroplast DNA-binding protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
at_At3g25700 mips_06_13_04 "hypothetical protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g42550 mips_06_13 "putative protein"
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_27
mips_40_27_99
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g12920 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g30040 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At4g33490 mips_06_13_04 "nucellin -like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g19120 - mips_06_13_04 "conglutin gamma - like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g22850 - mips_06_13_04 "protease-like protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At5g43100 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
Propertest Accuracy: 6/18 (33.33%)
Propertest Frequency class 'mips_62_01_07': 94/3048 (3.08%)
New (unknown) data (1980 items):
at_At1g64830 - mips_06_13 "hypothetical protein"
mips_20_03
at_At1g31450 - mips_06_13 "hypothetical protein"
at_At2g17760 - mips_06_13 "putative chloroplast nucleoid DNA-binding protein"
mips_20_03
at_At3g31390 - mips_29 "hypothetical protein"
mips_29_02
at_At3g51330 - mips_06_13 "predicted GPI-anchored protein"
mips_20
mips_20_03
mips_40_25
at_At4g07780 - no entry null
at_At4g30030 - no entry null
at_At5g19110 - mips_20_03 "dermal glycoprotein - like"
mips_40_25
at_At1g36560 - no entry null
at_At3g29750 - no entry null
at_At3g51350 - no entry null
at_At3g51360 - mips_06_13 "putative protein"
at_At4g03850 - no entry null
at_At4g08030 - mips_29_02 "putative Athila-like protein"
at_At4g35880 - no entry null
------------------
Rule 548
a.30.2 > 0.0053
a.4.1 > 0.011
c.23.1 <= 0.018
-> class mips_10_01_05 "enzyme mediated signal transduction"
Evaluation on training data (3968 items):
at_At1g19050 mips_04_05_01_04_01 "putative protein"
mips_10_01_05_07
mips_10_01_99
at_At1g59940 mips_10_01_05_07 "putative protein"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
at_At1g68210 mips_02_13 "hypothetical protein"
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At2g41310 mips_02 "putative two-component response regulator 3 protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At3g16855 mips_01_05_04 "ARR1 protein, putative, 3' partial"
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_13_11_03
mips_13_11_03_13
at_At3g48100 mips_02 "response reactor 2 (ATRR2)"
mips_01_04_04
mips_02_13
mips_02_13_03
mips_02_13_05
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_11_01
at_At3g56380 mips_02_13 "response regulator-like protein"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At3g57040 mips_02 "responce reactor 4"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At5g62120 mips_01_04_04 "putative protein"
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'mips_10_01_05': 208/3968 (5.24%)
Evaluation on validation data (1980 items):
at_At1g10470 mips_10_01_05_07 "putative response regulator 3"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
at_At1g66340 - mips_01_04 "ethylene-response protein, ETR1"
mips_01_04_04
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_14_01
mips_14_01_03
mips_20_20
mips_20_20_18
mips_40_30
at_At1g74890 mips_02_13 "putative response regulator (two component phosphotransfer signaling)"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At4g00760 - mips_10_05_01 "putative protein"
mips_10_05_01_10
mips_25_03
at_At5g02810 mips_01_04_04 "unknown protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_63_03_01
at_At5g24470 mips_10_01_05 "pseudo-response regulator 5 (APRR5)"
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_25_03
at_At5g60100 mips_02_13 "pseudo-response regulator 3 (APRR3)"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
at_At5g61380 mips_02_13 "pseudo-response regulator 1"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05
mips_10_01_05_07
at_At5g62920 mips_01_04_04 "response regulator 6 (ARR6)"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
Validation Accuracy: 7/9 (77.78%)
Validation Frequency class 'mips_10_01_05': 112/1980 (5.66%)
Evaluation on propertest data (3048 items):
at_At2g07440 mips_10_01_05 "putative two-component response regulator protein"
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_01
mips_63_03_01
at_At2g40670 mips_02 "putative two-component response regulator protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_25
mips_25_03
mips_40_03
mips_63_03
mips_63_03_01
at_At2g46790 - mips_10_05_01 "hypothetical protein"
mips_10_05_01_10
mips_25_03
at_At2g47430 - mips_01_04 "putative histidine kinase"
mips_01_04_04
mips_06_07
mips_06_07_03
mips_10_01
mips_10_01_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11
mips_11_05
mips_11_05_05
mips_11_05_05_99
mips_40_30
Propertest Accuracy: 2/4 (50.00%)
Propertest Frequency class 'mips_10_01_05': 172/3048 (5.64%)
New (unknown) data (1980 items):
------------------
Rule 374
d.219.1 <= 2.4e-33
-> class mips_10_01_05 "enzyme mediated signal transduction"
Evaluation on training data (3968 items):
at_At1g43900 mips_01_04 "putative protein phosphatase type 2C (At1g43900)"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g20050 mips_06 "putative protein phosphatase 2C"
mips_06_07_03
mips_10
mips_10_01_05_01
mips_10_01_05_01_02
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_62_02_01_02
mips_62_02_01_02_05
mips_63_01
mips_63_17_07
at_At2g25620 mips_01 "protein phosphatase 2C like protein"
mips_06
mips_06_07
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g30020 mips_10_01_05_01 "putative protein phosphatase 2C"
mips_10_01_05_01_02
at_At2g35350 mips_01_04 "hypothetical protein"
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17
mips_63_17_07
at_At2g46920 - mips_03_03 "unknown protein"
mips_03_03_01
mips_06_07_03
mips_13_11
mips_14_01_05
at_At3g17250 mips_10_01_05_01 "putative protein phosphatase"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g23360 mips_10_01_05_01 "hypothetical protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g51470 mips_10_01_05_01 "protein phosphatase 2C-like protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g16580 mips_10_01_05 "hypothetical protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g33920 mips_10_01_05 "unknown protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g38520 mips_10_01_05 "putative protein phosphatase-2c"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g10740 mips_10_01_05_01 "protein phosphatase 2C -like protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g19280 mips_06_07 "kinase associated protein phosphatase"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g36250 mips_01_04 "protein phosphatase-2C PP2C-like"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g66080 mips_01_04 "protein phosphatase 2C-like protein"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
Training Accuracy: 15/16 (93.75%)
Training Frequency class 'mips_10_01_05': 208/3968 (5.24%)
Evaluation on validation data (1980 items):
at_At1g07160 mips_10_01_05 "hypothetical protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g07430 mips_10_01_05 "protein phosphatase 2C, putative"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g34750 mips_01_04_07 "protein phosphatase type 2C, putative"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g47380 mips_06_07_03 "unknown protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_62_02_01_02
mips_62_02_01_02_05
mips_63_17_07
at_At1g48040 mips_10_01_05_01 "protein phosphatase-2C, putative"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g68410 mips_10_01_05 "putative protein phosphatase"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g28890 - mips_01 "unknown protein"
mips_06
mips_10
mips_10_01
mips_10_01_01
mips_40
mips_40_16
mips_63_17_01
at_At2g29380 mips_10_01_05 "putative protein phosphatase 2C"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g40180 mips_01_04 "protein phosphatase 2C (AthPP2C5)"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g08260 mips_06 "putative protein"
mips_10
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g27800 mips_01_04 "protein phosphatase homolog (PPH1)"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g31860 mips_06 "protein phosphatase 2C - like protein"
mips_10
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g02760 mips_01_04 "protein phosphatase - like protein"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g26010 mips_10_01_05_01 "protein phosphatase - like"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g51760 mips_10_01_05_01 "protein phosphatase-2C; PP2C-like protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g57050 mips_10_01_05_01 "protein phosphatase 2C ABI2 (PP2C) (sp|O04719)"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
Validation Accuracy: 15/16 (93.75%)
Validation Frequency class 'mips_10_01_05': 112/1980 (5.66%)
Evaluation on propertest data (3048 items):
at_At1g03590 mips_10_01_05_01 "protein phosphatase 2C (AtPPC6;6)"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g07630 - mips_01_04 "unknown protein"
mips_06_07
mips_40_16
mips_63_17
mips_63_17_01
at_At1g09160 mips_10_01_05_01 "putative protein phosphatase 2C"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g16220 mips_01_04 "putative protein phosphatase 2C"
mips_06_07
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g17550 mips_01_04 "hypothetical protein"
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17
mips_63_17_07
at_At1g18030 mips_10_01_05_01 "unknown protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g22280 mips_01_04_07 "putative protein phosphatase type 2C (At1g22280)"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g72770 mips_01_04 "protein phosphatase 2C (AtP2C-HA)"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g78200 mips_10_01_05_01 "putative protein phosphatase 2C"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g79630 mips_01_04 "putative protein phosphatase-2C (At1g79630)"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g25070 mips_01_04 "putative protein phosphatase 2C"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g33700 mips_10_01_05 "putative protein phosphatase 2C"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g34740 mips_01_04_07 "putative protein phosphatase 2C"
mips_06_07_03
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_01
mips_63_17_07
mips_63_19
at_At2g40860 mips_01_04 "putative protein phosphatase 2C"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g09400 - mips_63_17_01 "unknown protein"
at_At3g12620 mips_10_01_05_01 "hypothetical protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g15260 mips_01 "putative protein phosphatase type 2C"
mips_01_04_07
mips_06
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g16800 mips_10_01_05_01 "protein phosphatase, putative"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g27140 mips_01_04 "protein phosphatase 2C, putative"
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17
mips_63_17_07
at_At3g55050 mips_01 "protein phosphatase 2C - like protein"
mips_06
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g62260 mips_10_01_05_01 "unknown protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g26080 mips_10_01_05 "abscisic acid insensitive protein (ABI1)"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g28400 mips_01_04_07 "protein phosphatase 2C like protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g32950 mips_10_01_05_01 "putative protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g01700 mips_10_01_05_01 "putative protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g06750 - mips_01_04 "protein phosphatase 2C-like"
mips_63_17
mips_63_17_01
at_At5g53140 mips_10_01_05_01 "protein phosphatase 2C-like"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g59220 mips_06_07_03 "protein phosphatase 2C - like"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17_07
Propertest Accuracy: 25/28 (89.29%)
Propertest Frequency class 'mips_10_01_05': 172/3048 (5.64%)
New (unknown) data (1980 items):
at_At3g11410 - no entry null
at_At3g16560 - no entry null
at_At3g17090 - no entry null
at_At1g67820 - no entry null
at_At3g51370 - no entry null
at_At3g63340 - no entry null
at_At4g31750 - no entry null
at_At5g24940 - no entry null
at_At5g27930 - no entry null
at_At3g63320 - no entry null
at_At5g02400 - no entry null
------------------
Rule 276
b.50.1 <= 3.3e-07
e.8 > 0.0018
-> class mips_10_01_05 "enzyme mediated signal transduction"
Evaluation on training data (3968 items):
at_At1g01300 mips_06_13_99 "chloroplast nucleoid DNA binding protein, putative"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g09750 mips_06_13_99 "unknown protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g11910 mips_06_13_99 "putative aspartic proteinase"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g44130 - mips_06_13_04 "nucellin, putative"
mips_06_13_04_01
mips_40_25
at_At1g65240 - mips_06_13_04 "hypothetical protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g66180 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g69100 mips_06_13 "hypothetical protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g77480 mips_04 "nucellin-like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At1g79720 - mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
mips_40_27
at_At2g28010 mips_06_13 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At2g36670 - mips_04 "putative protease"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_40
mips_40_26
mips_40_26_03
mips_99
at_At2g42980 mips_06_13_99 "hypothetical protein"
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g50050 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g52500 mips_06 "Unknown protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At3g54400 mips_06_13_99 "nucleoid DNA-binding - like protein"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g61820 - mips_06_13 "unknown protein"
mips_40_25
mips_40_26
mips_40_26_03
at_At4g04460 mips_06 "putative aspartic protease"
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At4g22050 mips_06_13_04 "aspartic proteinase like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g02190 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g10080 mips_06_07 "predicted GPI-anchored protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g10760 - mips_20_03 "nucleoid DNA-binding protein cnd41 - like protein"
mips_40_26
mips_40_26_03
at_At5g10770 - mips_20_03 "nucleoid DNA-binding protein cnd41 - like protein"
mips_40_26
mips_40_26_03
at_At5g19100 mips_06_13_04 "dermal glycoprotein precursor -like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g33340 - mips_04 "putative protein"
mips_06
mips_06_13
mips_20_03
mips_40_26
mips_40_26_03
at_At5g36260 - mips_06_13 "aspartyl protease-like predicted GPI-anchored protein"
mips_06_13_04
mips_06_13_04_01
mips_20
mips_20_03
mips_40_25
at_At5g37540 - mips_01_25 "unknown protein"
mips_01_25_03
mips_20_03
mips_40_27
mips_47_03_11
mips_47_03_11_03
mips_47_03_15
mips_47_03_15_09
at_At5g45120 mips_06_13_04 "chloroplast nucleoid DNA-binding protein-like"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g48430 mips_06_13_04 "dermal glycoprotein precursor, extracellular-like"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
Training Accuracy: 18/28 (64.29%)
Training Frequency class 'mips_10_01_05': 208/3968 (5.24%)
Evaluation on validation data (1980 items):
at_At1g03230 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g05840 mips_06_13_99 "unknown protein"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g49050 - mips_04_05 "unknown protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_20
mips_20_03
mips_40_26
mips_40_26_03
at_At1g62290 mips_06_13_99 "putative aspartic protease (At1g62290)"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At3g12700 - mips_04 "putative protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_98
at_At3g51340 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At3g59080 - mips_40_26 "putative protein"
mips_40_26_03
at_At5g07030 mips_06_13_99 "nucleoid DNA-binding-like protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g24820 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
Validation Accuracy: 5/9 (55.56%)
Validation Frequency class 'mips_10_01_05': 112/1980 (5.66%)
Evaluation on propertest data (3048 items):
at_At1g03220 - mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g08210 - mips_06_13_04 "predicted GPI-anchored protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g25510 mips_04_05 "hypothetical protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_06_13_99
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_40_26
mips_40_26_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At2g03200 - mips_04 "putative chloroplast nucleoid DNA binding protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_98
mips_99
at_At2g28030 - mips_06_13 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04
mips_06_13_04_01
mips_40_25
at_At2g28040 mips_06_13_04 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At2g28220 - mips_06_13_04 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04_01
mips_40_25
at_At2g39710 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g18490 - mips_04_05 "putative chloroplast nucleoid DNA-binding protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_20
mips_20_03
mips_40_26
mips_40_26_03
at_At3g20015 - mips_06_13_04 "putative nucleoid chloroplast DNA-binding protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
at_At3g25700 mips_06_13_04 "hypothetical protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g42550 mips_06_13 "putative protein"
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_27
mips_40_27_99
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g12920 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g30040 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At4g33490 mips_06_13_04 "nucellin -like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g19120 mips_06_13_04 "conglutin gamma - like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g22850 - mips_06_13_04 "protease-like protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At5g43100 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
Propertest Accuracy: 8/18 (44.44%)
Propertest Frequency class 'mips_10_01_05': 172/3048 (5.64%)
New (unknown) data (1980 items):
at_At1g64830 - mips_06_13 "hypothetical protein"
mips_20_03
at_At1g31450 - mips_06_13 "hypothetical protein"
at_At2g17760 - mips_06_13 "putative chloroplast nucleoid DNA-binding protein"
mips_20_03
at_At3g31390 - mips_29 "hypothetical protein"
mips_29_02
at_At3g51330 - mips_06_13 "predicted GPI-anchored protein"
mips_20
mips_20_03
mips_40_25
at_At4g07780 - no entry null
at_At4g30030 - no entry null
at_At5g19110 - mips_20_03 "dermal glycoprotein - like"
mips_40_25
at_At1g36560 - no entry null
at_At3g29750 - no entry null
at_At3g51350 - no entry null
at_At3g51360 - mips_06_13 "putative protein"
at_At4g03850 - no entry null
at_At4g08030 - mips_29_02 "putative Athila-like protein"
at_At4g35880 - no entry null
------------------
Rule 375
d.219.1 <= 2.4e-33
-> class mips_62_02_01 "enzymatic activity regulation / enzyme regulator"
Evaluation on training data (3968 items):
at_At1g43900 mips_01_04 "putative protein phosphatase type 2C (At1g43900)"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g20050 mips_06 "putative protein phosphatase 2C"
mips_06_07_03
mips_10
mips_10_01_05_01
mips_10_01_05_01_02
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_62_02_01_02
mips_62_02_01_02_05
mips_63_01
mips_63_17_07
at_At2g25620 mips_01 "protein phosphatase 2C like protein"
mips_06
mips_06_07
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g30020 - mips_10_01_05_01 "putative protein phosphatase 2C"
mips_10_01_05_01_02
at_At2g35350 - mips_01_04 "hypothetical protein"
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17
mips_63_17_07
at_At2g46920 - mips_03_03 "unknown protein"
mips_03_03_01
mips_06_07_03
mips_13_11
mips_14_01_05
at_At3g17250 mips_10_01_05_01 "putative protein phosphatase"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g23360 mips_10_01_05_01 "hypothetical protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g51470 mips_10_01_05_01 "protein phosphatase 2C-like protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g16580 mips_10_01_05 "hypothetical protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g33920 mips_10_01_05 "unknown protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g38520 mips_10_01_05 "putative protein phosphatase-2c"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g10740 mips_10_01_05_01 "protein phosphatase 2C -like protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g19280 mips_06_07 "kinase associated protein phosphatase"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g36250 mips_01_04 "protein phosphatase-2C PP2C-like"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g66080 mips_01_04 "protein phosphatase 2C-like protein"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
Training Accuracy: 13/16 (81.25%)
Training Frequency class 'mips_62_02_01': 209/3968 (5.27%)
Evaluation on validation data (1980 items):
at_At1g07160 mips_10_01_05 "hypothetical protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g07430 mips_10_01_05 "protein phosphatase 2C, putative"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g34750 mips_01_04_07 "protein phosphatase type 2C, putative"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g47380 mips_06_07_03 "unknown protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_62_02_01_02
mips_62_02_01_02_05
mips_63_17_07
at_At1g48040 mips_10_01_05_01 "protein phosphatase-2C, putative"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g68410 mips_10_01_05 "putative protein phosphatase"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g28890 - mips_01 "unknown protein"
mips_06
mips_10
mips_10_01
mips_10_01_01
mips_40
mips_40_16
mips_63_17_01
at_At2g29380 mips_10_01_05 "putative protein phosphatase 2C"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g40180 mips_01_04 "protein phosphatase 2C (AthPP2C5)"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g08260 mips_06 "putative protein"
mips_10
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g27800 mips_01_04 "protein phosphatase homolog (PPH1)"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g31860 mips_06 "protein phosphatase 2C - like protein"
mips_10
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g02760 mips_01_04 "protein phosphatase - like protein"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g26010 mips_10_01_05_01 "protein phosphatase - like"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g51760 mips_10_01_05_01 "protein phosphatase-2C; PP2C-like protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g57050 mips_10_01_05_01 "protein phosphatase 2C ABI2 (PP2C) (sp|O04719)"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
Validation Accuracy: 15/16 (93.75%)
Validation Frequency class 'mips_62_02_01': 108/1980 (5.45%)
Evaluation on propertest data (3048 items):
at_At1g03590 mips_10_01_05_01 "protein phosphatase 2C (AtPPC6;6)"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g07630 - mips_01_04 "unknown protein"
mips_06_07
mips_40_16
mips_63_17
mips_63_17_01
at_At1g09160 mips_10_01_05_01 "putative protein phosphatase 2C"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g16220 mips_01_04 "putative protein phosphatase 2C"
mips_06_07
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g17550 - mips_01_04 "hypothetical protein"
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17
mips_63_17_07
at_At1g18030 mips_10_01_05_01 "unknown protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g22280 mips_01_04_07 "putative protein phosphatase type 2C (At1g22280)"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g72770 mips_01_04 "protein phosphatase 2C (AtP2C-HA)"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g78200 mips_10_01_05_01 "putative protein phosphatase 2C"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g79630 mips_01_04 "putative protein phosphatase-2C (At1g79630)"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g25070 mips_01_04 "putative protein phosphatase 2C"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g33700 mips_10_01_05 "putative protein phosphatase 2C"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g34740 - mips_01_04_07 "putative protein phosphatase 2C"
mips_06_07_03
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_01
mips_63_17_07
mips_63_19
at_At2g40860 mips_01_04 "putative protein phosphatase 2C"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g09400 - mips_63_17_01 "unknown protein"
at_At3g12620 mips_10_01_05_01 "hypothetical protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g15260 mips_01 "putative protein phosphatase type 2C"
mips_01_04_07
mips_06
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g16800 mips_10_01_05_01 "protein phosphatase, putative"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g27140 - mips_01_04 "protein phosphatase 2C, putative"
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17
mips_63_17_07
at_At3g55050 mips_01 "protein phosphatase 2C - like protein"
mips_06
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g62260 mips_10_01_05_01 "unknown protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g26080 mips_10_01_05 "abscisic acid insensitive protein (ABI1)"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g28400 mips_01_04_07 "protein phosphatase 2C like protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g32950 mips_10_01_05_01 "putative protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g01700 mips_10_01_05_01 "putative protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g06750 - mips_01_04 "protein phosphatase 2C-like"
mips_63_17
mips_63_17_01
at_At5g53140 mips_10_01_05_01 "protein phosphatase 2C-like"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g59220 - mips_06_07_03 "protein phosphatase 2C - like"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17_07
Propertest Accuracy: 21/28 (75.00%)
Propertest Frequency class 'mips_62_02_01': 164/3048 (5.38%)
New (unknown) data (1980 items):
at_At3g11410 - no entry null
at_At3g16560 - no entry null
at_At3g17090 - no entry null
at_At1g67820 - no entry null
at_At3g51370 - no entry null
at_At3g63340 - no entry null
at_At4g31750 - no entry null
at_At5g24940 - no entry null
at_At5g27930 - no entry null
at_At3g63320 - no entry null
at_At5g02400 - no entry null
------------------
Rule 280
b.50.1 <= 3.3e-07
e.8 > 0.0018
-> class mips_62_02_01 "enzymatic activity regulation / enzyme regulator"
Evaluation on training data (3968 items):
at_At1g01300 mips_06_13_99 "chloroplast nucleoid DNA binding protein, putative"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g09750 mips_06_13_99 "unknown protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g11910 mips_06_13_99 "putative aspartic proteinase"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g44130 - mips_06_13_04 "nucellin, putative"
mips_06_13_04_01
mips_40_25
at_At1g65240 - mips_06_13_04 "hypothetical protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g66180 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g69100 mips_06_13 "hypothetical protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g77480 mips_04 "nucellin-like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At1g79720 - mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
mips_40_27
at_At2g28010 mips_06_13 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At2g36670 - mips_04 "putative protease"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_40
mips_40_26
mips_40_26_03
mips_99
at_At2g42980 mips_06_13_99 "hypothetical protein"
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g50050 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g52500 mips_06 "Unknown protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At3g54400 mips_06_13_99 "nucleoid DNA-binding - like protein"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g61820 - mips_06_13 "unknown protein"
mips_40_25
mips_40_26
mips_40_26_03
at_At4g04460 mips_06 "putative aspartic protease"
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At4g22050 mips_06_13_04 "aspartic proteinase like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g02190 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g10080 mips_06_07 "predicted GPI-anchored protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g10760 - mips_20_03 "nucleoid DNA-binding protein cnd41 - like protein"
mips_40_26
mips_40_26_03
at_At5g10770 - mips_20_03 "nucleoid DNA-binding protein cnd41 - like protein"
mips_40_26
mips_40_26_03
at_At5g19100 mips_06_13_04 "dermal glycoprotein precursor -like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g33340 - mips_04 "putative protein"
mips_06
mips_06_13
mips_20_03
mips_40_26
mips_40_26_03
at_At5g36260 - mips_06_13 "aspartyl protease-like predicted GPI-anchored protein"
mips_06_13_04
mips_06_13_04_01
mips_20
mips_20_03
mips_40_25
at_At5g37540 - mips_01_25 "unknown protein"
mips_01_25_03
mips_20_03
mips_40_27
mips_47_03_11
mips_47_03_11_03
mips_47_03_15
mips_47_03_15_09
at_At5g45120 mips_06_13_04 "chloroplast nucleoid DNA-binding protein-like"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g48430 mips_06_13_04 "dermal glycoprotein precursor, extracellular-like"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
Training Accuracy: 18/28 (64.29%)
Training Frequency class 'mips_62_02_01': 209/3968 (5.27%)
Evaluation on validation data (1980 items):
at_At1g03230 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g05840 mips_06_13_99 "unknown protein"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g49050 - mips_04_05 "unknown protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_20
mips_20_03
mips_40_26
mips_40_26_03
at_At1g62290 mips_06_13_99 "putative aspartic protease (At1g62290)"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At3g12700 - mips_04 "putative protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_98
at_At3g51340 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At3g59080 - mips_40_26 "putative protein"
mips_40_26_03
at_At5g07030 mips_06_13_99 "nucleoid DNA-binding-like protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g24820 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
Validation Accuracy: 5/9 (55.56%)
Validation Frequency class 'mips_62_02_01': 108/1980 (5.45%)
Evaluation on propertest data (3048 items):
at_At1g03220 - mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g08210 - mips_06_13_04 "predicted GPI-anchored protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g25510 mips_04_05 "hypothetical protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_06_13_99
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_40_26
mips_40_26_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At2g03200 - mips_04 "putative chloroplast nucleoid DNA binding protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_98
mips_99
at_At2g28030 - mips_06_13 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04
mips_06_13_04_01
mips_40_25
at_At2g28040 mips_06_13_04 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At2g28220 - mips_06_13_04 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04_01
mips_40_25
at_At2g39710 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g18490 - mips_04_05 "putative chloroplast nucleoid DNA-binding protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_20
mips_20_03
mips_40_26
mips_40_26_03
at_At3g20015 - mips_06_13_04 "putative nucleoid chloroplast DNA-binding protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
at_At3g25700 mips_06_13_04 "hypothetical protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g42550 mips_06_13 "putative protein"
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_27
mips_40_27_99
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g12920 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g30040 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At4g33490 mips_06_13_04 "nucellin -like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g19120 mips_06_13_04 "conglutin gamma - like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g22850 - mips_06_13_04 "protease-like protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At5g43100 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
Propertest Accuracy: 8/18 (44.44%)
Propertest Frequency class 'mips_62_02_01': 164/3048 (5.38%)
New (unknown) data (1980 items):
at_At1g64830 - mips_06_13 "hypothetical protein"
mips_20_03
at_At1g31450 - mips_06_13 "hypothetical protein"
at_At2g17760 - mips_06_13 "putative chloroplast nucleoid DNA-binding protein"
mips_20_03
at_At3g31390 - mips_29 "hypothetical protein"
mips_29_02
at_At3g51330 - mips_06_13 "predicted GPI-anchored protein"
mips_20
mips_20_03
mips_40_25
at_At4g07780 - no entry null
at_At4g30030 - no entry null
at_At5g19110 - mips_20_03 "dermal glycoprotein - like"
mips_40_25
at_At1g36560 - no entry null
at_At3g29750 - no entry null
at_At3g51350 - no entry null
at_At3g51360 - mips_06_13 "putative protein"
at_At4g03850 - no entry null
at_At4g08030 - mips_29_02 "putative Athila-like protein"
at_At4g35880 - no entry null
------------------
Rule 275
b.50.1 <= 3.3e-07
e.8 > 0.0018
-> class mips_06_13_99 "other proteolytic degradation"
Evaluation on training data (3968 items):
at_At1g01300 mips_06_13_99 "chloroplast nucleoid DNA binding protein, putative"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g09750 mips_06_13_99 "unknown protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g11910 mips_06_13_99 "putative aspartic proteinase"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g44130 - mips_06_13_04 "nucellin, putative"
mips_06_13_04_01
mips_40_25
at_At1g65240 - mips_06_13_04 "hypothetical protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g66180 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g69100 mips_06_13 "hypothetical protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g77480 mips_04 "nucellin-like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At1g79720 - mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
mips_40_27
at_At2g28010 mips_06_13 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At2g36670 - mips_04 "putative protease"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_40
mips_40_26
mips_40_26_03
mips_99
at_At2g42980 mips_06_13_99 "hypothetical protein"
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g50050 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g52500 mips_06 "Unknown protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At3g54400 mips_06_13_99 "nucleoid DNA-binding - like protein"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g61820 - mips_06_13 "unknown protein"
mips_40_25
mips_40_26
mips_40_26_03
at_At4g04460 mips_06 "putative aspartic protease"
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At4g22050 mips_06_13_04 "aspartic proteinase like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g02190 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g10080 mips_06_07 "predicted GPI-anchored protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g10760 - mips_20_03 "nucleoid DNA-binding protein cnd41 - like protein"
mips_40_26
mips_40_26_03
at_At5g10770 - mips_20_03 "nucleoid DNA-binding protein cnd41 - like protein"
mips_40_26
mips_40_26_03
at_At5g19100 mips_06_13_04 "dermal glycoprotein precursor -like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g33340 - mips_04 "putative protein"
mips_06
mips_06_13
mips_20_03
mips_40_26
mips_40_26_03
at_At5g36260 - mips_06_13 "aspartyl protease-like predicted GPI-anchored protein"
mips_06_13_04
mips_06_13_04_01
mips_20
mips_20_03
mips_40_25
at_At5g37540 - mips_01_25 "unknown protein"
mips_01_25_03
mips_20_03
mips_40_27
mips_47_03_11
mips_47_03_11_03
mips_47_03_15
mips_47_03_15_09
at_At5g45120 mips_06_13_04 "chloroplast nucleoid DNA-binding protein-like"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g48430 mips_06_13_04 "dermal glycoprotein precursor, extracellular-like"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
Training Accuracy: 18/28 (64.29%)
Training Frequency class 'mips_06_13_99': 70/3968 (1.76%)
Evaluation on validation data (1980 items):
at_At1g03230 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g05840 mips_06_13_99 "unknown protein"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g49050 - mips_04_05 "unknown protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_20
mips_20_03
mips_40_26
mips_40_26_03
at_At1g62290 mips_06_13_99 "putative aspartic protease (At1g62290)"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At3g12700 - mips_04 "putative protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_98
at_At3g51340 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At3g59080 - mips_40_26 "putative protein"
mips_40_26_03
at_At5g07030 mips_06_13_99 "nucleoid DNA-binding-like protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g24820 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
Validation Accuracy: 5/9 (55.56%)
Validation Frequency class 'mips_06_13_99': 37/1980 (1.87%)
Evaluation on propertest data (3048 items):
at_At1g03220 - mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g08210 - mips_06_13_04 "predicted GPI-anchored protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g25510 mips_04_05 "hypothetical protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_06_13_99
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_40_26
mips_40_26_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At2g03200 - mips_04 "putative chloroplast nucleoid DNA binding protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_98
mips_99
at_At2g28030 - mips_06_13 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04
mips_06_13_04_01
mips_40_25
at_At2g28040 mips_06_13_04 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At2g28220 - mips_06_13_04 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04_01
mips_40_25
at_At2g39710 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g18490 - mips_04_05 "putative chloroplast nucleoid DNA-binding protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_20
mips_20_03
mips_40_26
mips_40_26_03
at_At3g20015 - mips_06_13_04 "putative nucleoid chloroplast DNA-binding protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
at_At3g25700 mips_06_13_04 "hypothetical protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g42550 mips_06_13 "putative protein"
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_27
mips_40_27_99
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g12920 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g30040 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At4g33490 mips_06_13_04 "nucellin -like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g19120 mips_06_13_04 "conglutin gamma - like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g22850 - mips_06_13_04 "protease-like protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At5g43100 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
Propertest Accuracy: 8/18 (44.44%)
Propertest Frequency class 'mips_06_13_99': 44/3048 (1.44%)
New (unknown) data (1980 items):
at_At1g64830 - mips_06_13 "hypothetical protein"
mips_20_03
at_At1g31450 - mips_06_13 "hypothetical protein"
at_At2g17760 - mips_06_13 "putative chloroplast nucleoid DNA-binding protein"
mips_20_03
at_At3g31390 - mips_29 "hypothetical protein"
mips_29_02
at_At3g51330 - mips_06_13 "predicted GPI-anchored protein"
mips_20
mips_20_03
mips_40_25
at_At4g07780 - no entry null
at_At4g30030 - no entry null
at_At5g19110 - mips_20_03 "dermal glycoprotein - like"
mips_40_25
at_At1g36560 - no entry null
at_At3g29750 - no entry null
at_At3g51350 - no entry null
at_At3g51360 - mips_06_13 "putative protein"
at_At4g03850 - no entry null
at_At4g08030 - mips_29_02 "putative Athila-like protein"
at_At4g35880 - no entry null
------------------
Rule 287
a > 0.02
d.3.1 <= 0.00032
-> class mips_06_13_99 "other proteolytic degradation"
Evaluation on training data (3968 items):
at_At1g04860 - mips_06_07_05 "Unknown protein (At1g04860; F13M7.15)"
at_At1g06260 mips_06_07_11 "cysteine proteinase, putative"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
at_At1g09850 mips_06_13_04 "papain-like cysteine peptidase XBCP3"
mips_06_13_99
at_At1g60220 mips_06_07_07 ""
mips_06_07_99
mips_06_13_99
mips_25_05_25
at_At3g06910 mips_06_07_07 "hypothetical protein"
mips_06_07_99
mips_06_13_99
mips_25_05_25
at_At3g19400 mips_06_13_99 "putative cysteine proteinase RD21A precursor"
mips_20_25_16
at_At3g49340 mips_06_07_11 "cysteine protease - like protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At4g01610 mips_06_07 "putative cysteine protease"
mips_06_07_11
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_30_25
mips_40_25
mips_43
mips_43_03
mips_62
mips_62_01_05
at_At4g11310 mips_06_10 "cysteine proteinase-like protein"
mips_06_13
mips_06_13_99
at_At4g11320 mips_06_13_99 "cysteine proteinase like protein"
mips_08_13
mips_40_25
at_At4g17510 - mips_06_07_05 "carboxyl-terminal proteinase like protein"
mips_06_07_11
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_62_01_05
mips_63_01
at_At4g23520 mips_06_13_99 "cysteine proteinase - like protein"
at_At4g24560 - mips_06_13_01 "putative protein"
at_At4g30890 - mips_06_13_01 "ubiquitin-specific protease 24 (UBP24)"
at_At4g31670 - mips_06_13 "putative protein"
mips_25_05
mips_25_05_13
mips_33_03_13
mips_35_03_17
at_At4g39090 mips_02_99 "drought-inducible cysteine proteinase RD19A precursor"
mips_06_07_11
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_08_13
mips_40_25
at_At5g06600 - mips_06_07_05 "ubiquitin carboxyl-terminal hydrolase"
mips_20_25
at_At5g16630 - mips_03_01_05_01 "unknown protein"
at_At5g17080 mips_06_07_11 "putative protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At5g43060 mips_06_07_11 "cysteine protease component of protease-inhibitor complex"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At5g49570 - mips_03_01_05 "putative protein"
mips_06_13_01
Training Accuracy: 13/21 (61.90%)
Training Frequency class 'mips_06_13_99': 70/3968 (1.76%)
Evaluation on validation data (1980 items):
at_At1g09730 mips_06_07_07 "unknown protein"
mips_06_07_99
mips_06_13_99
mips_25_05_25
at_At1g20850 mips_02_99 "putative cysteine proteinase"
mips_06_13_99
mips_08_13
mips_40_25
at_At1g29080 mips_06_13_99 "cysteine proteinase, putative"
mips_40_25
at_At1g29110 mips_06_13_99 "cysteine proteinase, putative"
mips_40_25
at_At2g27420 mips_06_07_11 "putative cysteine proteinase"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At2g34080 mips_06 "putative cysteine proteinase"
mips_06_13
mips_06_13_99
mips_98
mips_99
at_At2g40930 - mips_06_07_05 "ubiquitin-specific protease (UBP5)"
mips_06_07_07
mips_11_05_05
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
at_At3g45310 mips_06_07_11 "cysteine protease-like protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_08_13
mips_40_25
at_At3g47900 - mips_03 "putative protein"
mips_06
mips_06_07
mips_06_07_05
mips_06_13
at_At3g48350 mips_06_13 "cysteine endopeptidase precursor - like protein"
mips_06_13_99
mips_40_25
at_At4g00690 mips_06_07_07 "hypothetical protein"
mips_06_07_99
mips_06_13_99
mips_25_05_25
at_At4g16190 mips_02_99 "cysteine proteinase like protein"
mips_06_13_04
mips_06_13_99
mips_08_13
mips_40_25
at_At4g33620 mips_06_07_07 "putative protein"
mips_06_07_99
mips_06_13_99
mips_25_05_25
at_At5g10790 - mips_25_05_13 "ubiquitin specific protease -like protein"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g17140 mips_06_07_11 "putative protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_30_25
mips_40_25
mips_43
mips_43_03
mips_62_01
mips_62_01_05
at_At5g45890 mips_06_07_11 "senescence-specific cysteine protease"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At5g50260 mips_06 "cysteine endopeptidase"
mips_06_13
mips_06_13_99
mips_40
mips_40_25
mips_98
Validation Accuracy: 14/17 (82.35%)
Validation Frequency class 'mips_06_13_99': 37/1980 (1.87%)
Evaluation on propertest data (3048 items):
at_At1g03720 mips_06_07_11 "hypothetical protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_08_13
mips_40_25
at_At1g10570 mips_06_07_07 "putative protein-tyrosine phosphatase 2"
mips_06_07_99
mips_06_13_99
mips_25_05_25
at_At1g29090 mips_06_07_11 "cysteine proteinase, putative"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At1g32850 - mips_06_07_05 "hypothetical protein"
mips_06_07_07
mips_11_05_05
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
at_At1g65650 - mips_06_07_05 "unknown protein (At1g65650)"
mips_06_13_01
mips_06_13_01_01
mips_62_01
mips_62_01_05
at_At2g21430 mips_02_99 "putative cysteine proteinase"
mips_06_13_04
mips_06_13_99
mips_08_13
mips_40_25
at_At2g22160 mips_02 "putative cysteine proteinase"
mips_02_99
mips_06_13
mips_06_13_04
mips_06_13_99
mips_08_13
mips_11
mips_11_01
mips_40_25
at_At2g24640 - mips_25_05_13 "putative ubiquitin carboxyl terminal hydrolase"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At2g32780 - mips_06_13_01 "ubiquitin-specific protease 1 (UBP1)"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g11910 - mips_06 "ubiquitin carboxyl-terminal hydrolase like protein"
mips_06_07
mips_06_07_05
mips_06_13
mips_10
mips_10_05
mips_20
mips_20_25
mips_20_25_16
mips_25
mips_25_05
mips_25_05_25
mips_40_10
mips_98
at_At3g19390 mips_06_13_99 "putative cysteine proteinase RD21A precursor"
mips_40_25
at_At3g43960 mips_02_99 "cysteine proteinase - like predicted GPI-anchored protein"
mips_06_13_99
at_At3g48340 mips_06_07_11 "cysteine endopeptidase - like protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At3g49600 - mips_06_07_05 "putative protein"
mips_06_07_99
at_At3g54940 mips_02_99 "cysteine proteinase precursor-like protein"
mips_06_10
mips_06_13_04
mips_06_13_99
at_At4g10570 - mips_06_07_05 "putative protein"
mips_06_07_07
mips_11_05_05
mips_40_10
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
at_At4g10590 - mips_06_07_05 "unknown protein"
mips_06_07_07
mips_11_05_05
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
at_At4g15880 - mips_06_07_07 "unknown protein"
mips_06_13
at_At4g22290 - mips_06_13 "putative protein"
mips_06_13_01
mips_25_05
at_At4g22410 - mips_06_13_01 "putative protein"
mips_06_13_01_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At4g35350 mips_06_13 "cysteine proteinase - like protein"
mips_06_13_99
mips_20
mips_20_25
mips_20_25_16
mips_40_25
at_At4g36880 mips_06_13_99 "cysteine proteinase"
mips_08_13
mips_40_25
at_At4g39370 - mips_06_13_01 "unknown protein"
mips_13_11_03
mips_13_11_03_13
mips_14_04_03
mips_14_04_03_05
mips_30_25
mips_40_07
at_At5g16310 - mips_06 "ubiquitin C-terminal hydrolase-like protein"
mips_06_07_05
mips_06_13_01
mips_06_13_01_01
mips_40_10
mips_62_01
mips_62_01_05
mips_63_01
at_At5g22030 - mips_06_07_05 "ubiquitin-specific protease 8 (UBP8)"
mips_06_13_01
at_At5g46740 - mips_06_13_01 "putative protein"
mips_13_11_03
mips_13_11_03_13
mips_14_04_03
mips_14_04_03_05
mips_25_05_13
mips_30_25
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_07
at_At5g60190 mips_06_07_07 "putative protein"
mips_06_07_99
mips_06_13_99
mips_25_05_25
at_At5g60360 - mips_06_07_11 "AALP protein"
mips_06_10
mips_06_13_04
mips_06_13_04_01
mips_08_13
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
Propertest Accuracy: 12/28 (42.86%)
Propertest Frequency class 'mips_06_13_99': 44/3048 (1.44%)
New (unknown) data (1980 items):
at_At1g02300 - no entry null
at_At1g08740 - no entry null
at_At1g21030 - no entry null
at_At1g27780 - no entry null
at_At1g44880 - no entry null
at_At1g48180 - no entry null
at_At1g51670 - no entry null
at_At1g51710 - no entry null
at_At1g65130 - no entry null
at_At1g65140 - no entry null
at_At1g65170 - no entry null
at_At1g65200 - no entry null
at_At2g14010 - no entry null
at_At2g14130 - no entry null
at_At2g24930 - no entry null
at_At2g27620 - no entry null
at_At2g29240 - no entry null
at_At3g21280 - no entry null
at_At3g30440 - no entry null
at_At3g42580 - no entry null
at_At3g42910 - no entry null
at_At4g04530 - no entry null
at_At4g07580 - no entry null
at_At4g08430 - no entry null
at_At4g19310 - no entry null
at_At5g05060 - no entry null
at_At5g20750 - no entry null
at_At5g34900 - no entry null
at_At5g36860 - no entry null
at_At5g44890 - no entry null
at_At5g57990 - mips_03 "ubiquitin-specific protease 23 (UBP23)"
mips_06_07
mips_06_13
at_At5g65450 - no entry null
at_At1g17110 - no entry null
at_At1g22080 - no entry null
at_At1g32840 - no entry null
at_At1g35650 - no entry null
at_At1g37020 - no entry null
at_At1g43300 - no entry null
at_At1g52020 - mips_99 ""
at_At1g55350 - mips_48 "putative n-calpain-1 large subunit (At1g55350)"
at_At1g65160 - no entry null
at_At2g02210 - no entry null
at_At2g04980 - mips_99 "putative protein on transposon FARE2.9"
at_At2g05450 - no entry null
at_At2g07240 - mips_99 "hypothetical protein"
at_At2g10350 - no entry null
at_At2g11480 - no entry null
at_At2g15140 - no entry null
at_At2g15190 - no entry null
at_At2g22310 - no entry null
at_At3g09170 - no entry null
at_At3g14400 - mips_06_07 "unknown protein"
mips_06_13
at_At3g24390 - no entry null
at_At3g42690 - no entry null
at_At3g42730 - no entry null
at_At3g43460 - no entry null
at_At3g44500 - no entry null
at_At3g47260 - no entry null
at_At3g48480 - no entry null
at_At4g03300 - no entry null
at_At4g03970 - no entry null
at_At4g04010 - no entry null
at_At4g04130 - no entry null
at_At4g04390 - no entry null
at_At4g05280 - no entry null
at_At4g08340 - no entry null
at_At4g08880 - no entry null
at_At4g29760 - no entry null
at_At4g29770 - no entry null
at_At4g39910 - no entry null
at_At5g05050 - no entry null
at_At5g34990 - no entry null
at_At5g36030 - no entry null
at_At1g34610 - no entry null
at_At1g34740 - no entry null
at_At1g35110 - no entry null
at_At1g45090 - no entry null
at_At2g06430 - no entry null
at_At2g12100 - no entry null
at_At2g16180 - no entry null
at_At2g27640 - no entry null
at_At2g39160 - no entry null
at_At3g26260 - no entry null
at_At3g26530 - no entry null
at_At3g32900 - no entry null
at_At3g44780 - no entry null
at_At4g09280 - no entry null
at_At4g22350 - no entry null
at_At5g05040 - no entry null
at_At5g28250 - no entry null
at_At5g28970 - no entry null
at_At5g45570 - no entry null
------------------
Rule 472
b.47.1 <= 0.00048
-> class mips_06_13_99 "other proteolytic degradation"
Evaluation on training data (3968 items):
at_At1g66510 - mips_04_05_05_01 "putative protein"
at_At2g47940 mips_06_07_11 "DegP2 protease (DEGP2)"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g16540 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40560 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
Training Accuracy: 3/4 (75.00%)
Training Frequency class 'mips_06_13_99': 70/3968 (1.76%)
Evaluation on validation data (1980 items):
at_At3g16550 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g36950 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g39830 mips_06_07_11 "DegP protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_06_13_99': 37/1980 (1.87%)
Evaluation on propertest data (3048 items):
at_At1g51150 mips_06_07_11 "hypothetical protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At1g65630 - mips_06_01 "serine protease DO, putative"
mips_06_07
mips_06_07_11
mips_06_13
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_11_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_05
mips_40_07
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g65640 mips_06_07_11 "serine protease DO, putative"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g27925 mips_06_07_11 "DegP protease precursor, 5' partial"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
at_At5g27660 mips_06_07_11 "serine protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40200 mips_06 "putative serine protease (MSN9.10)"
mips_06_07
mips_06_07_11
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
mips_63
mips_63_01
Propertest Accuracy: 5/6 (83.33%)
Propertest Frequency class 'mips_06_13_99': 44/3048 (1.44%)
New (unknown) data (1980 items):
at_At1g28320 - no entry null
at_At4g18370 - no entry null
------------------
Rule 314
a.39.1 <= 0.00087
f > 0.016
-> class mips_63_17_01 "calcium binding"
Evaluation on training data (3968 items):
at_At1g03960 mips_03 "putative protein phosphatase 2A"
mips_03_01
mips_03_01_01
mips_03_01_03
mips_03_03
mips_03_03_01
mips_10_01
mips_10_01_01
mips_13
mips_13_01
mips_13_11
mips_13_11_03
mips_25
mips_25_01
mips_25_01_01
mips_63_17
mips_63_17_01
at_At1g12310 - mips_10_01_09 "putative protein"
mips_10_01_09_03
at_At1g18210 mips_10_01_09 "unknown protein"
mips_10_01_09_03
mips_63_17_01
at_At1g18530 mips_63_17_01 "hypothetical protein"
at_At1g19230 mips_11_05 "hypothetical protein"
mips_11_05_03
mips_11_07_07
mips_14_01_03
mips_14_04
mips_25_05
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
at_At1g21630 - mips_03_01_05_01 "unknown protein"
mips_03_01_05_03
mips_63_06
at_At1g24620 mips_10_01_09 "putative calmodulin"
mips_10_01_09_03
mips_63_17
mips_63_17_01
at_At1g62820 mips_06_07_03 "calmodulin, putative"
mips_10_01_05_01
mips_10_01_09
mips_10_01_09_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_17_01
at_At1g73630 mips_63_17_01 "calmodulin like protein"
at_At1g76640 mips_10_01_09 "putative calmodulin"
mips_10_01_09_03
mips_63_01
mips_63_17_01
at_At1g76650 mips_63_17 "calmodulin like protein"
mips_63_17_01
at_At2g15680 mips_63_17 "putative calmodulin-like protein"
mips_63_17_01
at_At2g20800 - mips_02_11_05 "putative NADH-ubiquinone oxireductase"
mips_02_13
mips_02_13_03
at_At2g27030 - mips_10_01 "calmodulin"
mips_10_01_09
mips_10_01_09_03
mips_13
mips_13_11
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
mips_63_01
at_At2g27480 - mips_10_01_09 "putative calcium binding protein"
mips_10_01_09_03
at_At2g35800 mips_08_04 "putative mitochondrial carrier protein"
mips_63_17_01
mips_67_04_01
mips_67_04_01_02
at_At2g36180 - mips_10_01_09 "putative calmodulin"
mips_10_01_09_03
at_At2g41100 mips_63_17_01 "calmodulin-like protein"
at_At2g41110 mips_10_01_09 "calmodulin (cam2)"
mips_10_01_09_03
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
mips_63_17_01
at_At2g46600 mips_10_01_09 "caltractin like protein"
mips_10_01_09_03
mips_63_17
mips_63_17_01
at_At3g08510 - mips_01_06_04 "phosphoinositide specific phospholipase C (AtPLC2)"
mips_10_01_09
mips_10_01_09_11
mips_63_09
at_At3g10190 - mips_10 "calmodulin-like protein"
mips_10_01
mips_10_01_01
mips_98
at_At3g17470 mips_01_03_01 "hypothetical protein"
mips_03_01_01
mips_03_03_01_03
mips_10_01_09
mips_13_11_03
mips_25_01
mips_25_01_01
mips_63_17_01
at_At3g18430 mips_10_01_09 "unknown protein"
mips_10_01_09_03
mips_10_05
mips_40_02
mips_63_17
mips_63_17_01
at_At3g24110 mips_10_01_01 "hypothetical protein"
mips_63_17_01
at_At3g47480 - mips_10_01 "putative calcium-binding protein"
mips_10_01_01
at_At3g50360 mips_10_01 "centrin"
mips_10_01_09
mips_10_01_09_03
mips_40_02
mips_40_03
mips_63_01
mips_63_17_01
at_At3g63150 mips_08_16 "rac-GTP binding protein like"
mips_63_17
mips_63_17_01
at_At4g01420 mips_63_17 "putative calcium-regulated protein phosphatase"
mips_63_17_01
at_At4g13440 mips_13_05 "hypothetical protein"
mips_45
mips_45_03
mips_45_03_12
mips_63_07
mips_63_17_01
at_At4g25970 - mips_01_06_01_01 "phosphatidylserine decarboxylase like protein"
mips_01_06_01_03
mips_40_08
at_At4g26570 mips_63_17 "calcineurin B-like protein 3"
mips_63_17_01
at_At4g27280 mips_06_07_03 "unknown protein"
mips_06_10
mips_10_01_05
mips_10_01_05_01
mips_10_01_09
mips_10_01_09_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_48
mips_62
mips_62_01
mips_62_01_01
mips_63_17
mips_63_17_01
at_At4g32060 mips_63_17_01 "putative protein"
at_At4g37010 mips_10_01_09 "caltractin-like protein"
mips_10_01_09_03
mips_63_17_01
at_At5g07320 mips_08_04 "peroxisomal Ca-dependent solute carrier-like protein"
mips_08_10
mips_63_17
mips_63_17_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At5g08580 mips_13_01 "Unknown protein (MAH20.14)"
mips_13_01_01
mips_13_01_01_01
mips_63_17_01
at_At5g17470 mips_63_17 "calmodulin-like protein"
mips_63_17_01
at_At5g18580 - mips_03_01_01 "tonneau 2 (TON2)"
mips_03_01_03
mips_13_11_03
mips_25_01
mips_25_01_01
at_At5g37780 mips_10_01_09 "calmodulin 1 (CAM1)"
mips_10_01_09_03
mips_13_11_01
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63_17
mips_63_17_01
at_At5g48460 mips_14_01_03 "fimbrin 2"
mips_14_01_03_99
mips_40_04_03
mips_40_04_05
mips_40_04_07
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_17_01
at_At5g49480 mips_10_01_09 "NaCl-inducible Ca2+-binding protein-like; calmodulin-like"
mips_10_01_09_03
mips_63_17
mips_63_17_01
at_At5g51060 mips_01_20_35 "respiratory burst oxidase protein"
mips_01_20_35_02
mips_02_11
mips_11_05_03
mips_11_07_07
mips_14_01
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
mips_67_15
at_At5g55400 mips_14 "fimbrin"
mips_14_01
mips_14_01_03
mips_14_01_03_99
mips_40_04
mips_40_04_07
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_01
mips_63_17_01
at_At5g55990 mips_10_01_09 "calcineurin B-like protein 2 (gb|AAC26009.1)"
mips_10_01_09_03
mips_63_17_01
at_At5g58670 mips_01_06_04 "phosphoinositide specific phospholipase C (AtPLC1)"
mips_10_01_09
mips_10_01_09_11
mips_63_09
mips_63_17_01
at_At5g60010 mips_11_07_07 "respiratory burst oxidase protein - like"
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
Training Accuracy: 36/47 (76.60%)
Training Frequency class 'mips_63_17_01': 86/3968 (2.17%)
Evaluation on validation data (1980 items):
at_At1g05990 mips_13_05 "calcium-binding protein, putative"
mips_40_32
mips_63_17_01
at_At1g09090 - mips_01_20_35 "putative respiratory burst oxidase protein B"
mips_01_20_35_02
mips_11_05_03
mips_11_07
mips_14_01
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_21
mips_63_21_05
mips_63_21_99
at_At1g20760 mips_10_05_01 "hypothetical protein"
mips_10_05_01_12
mips_10_05_01_12_01
mips_10_05_01_12_99
mips_63_17_01
at_At1g21550 mips_06_07_03 "unknown protein"
mips_10_01_05_01
mips_10_01_09
mips_10_01_09_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_48
mips_62_01
mips_62_01_01
mips_62_01_07
mips_63_17_01
at_At1g54450 mips_03_01_01 "hypothetical protein"
mips_03_01_03
mips_13_11_03
mips_25_01
mips_25_01_01
mips_63_17
mips_63_17_01
at_At1g64060 mips_11_07_07 "cytochrome b245 beta chain homolog RbohAp108"
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
at_At1g64480 mips_10_05 "calcineurin B-like protein"
mips_11_01
mips_13_05
mips_40_02
mips_40_32
mips_63_17
mips_63_17_01
at_At2g04750 mips_14_01_03 "putative fimbrin"
mips_14_01_03_99
mips_40_04_07
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_17_01
at_At2g40540 - mips_67_04_01 "putative potassium transporter AtKT2p (AtKT2)"
mips_67_04_01_02
mips_67_50_22
at_At3g25600 mips_10_01_09 "calmodulin, putative"
mips_10_01_09_03
mips_63_17_01
at_At3g59450 - mips_13_11 "putative protein"
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
at_At4g03290 mips_63_17_01 "putative calmodulin"
at_At4g23650 - mips_10_01_01 "calcium-dependent protein kinase (CDPK6)"
at_At5g04170 mips_10_01_09 "EF - hand Calcium binding protein - like"
mips_10_01_09_03
mips_63_17_01
at_At5g07390 mips_02 "respiratory burst oxidase protein A"
mips_02_11
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_07
mips_14_01
mips_14_01_03
mips_20
mips_37
mips_37_03
mips_37_03_13
mips_63_17
mips_63_17_01
mips_67_15
at_At5g17480 mips_06_07_03 "calcium-binding protein"
mips_10_01_05_01
mips_10_01_09
mips_10_01_09_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_48
mips_62_01
mips_62_01_01
mips_62_01_07
mips_63_17_01
at_At5g19450 - mips_10_01 "calcium-dependent protein kinase"
mips_10_01_01
at_At5g24270 mips_63_17 "calcium sensor homolog (gb|AAC26110.1)"
mips_63_17_01
at_At5g28850 mips_03_01_01 "protein phosphatase 2A regulatory subunit B'-like protein"
mips_13_01
mips_13_11_03
mips_25_01
mips_25_01_01
mips_63_17_01
at_At5g35700 mips_14_01 "fimbrin"
mips_14_01_03
mips_14_01_03_99
mips_40_04_07
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_17
mips_63_17_01
at_At5g42380 mips_10 "unknown protein"
mips_10_01
mips_10_01_09
mips_10_01_09_03
mips_40_03
mips_63
mips_63_01
mips_63_17_01
at_At5g44090 mips_03_01 "protein phosphatase 2A 62 kDa B'' regulatory subunit (gb|AAD45158.1)"
mips_03_01_01
mips_03_01_03
mips_03_03
mips_03_03_01
mips_10_05
mips_13_11
mips_13_11_03
mips_25_01
mips_25_01_01
mips_40_02
mips_63_17
mips_63_17_01
at_At5g47100 mips_20_25_01 "calcium sensor protein, calcineurin-like"
mips_20_25_01_01
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_63_17_01
at_At5g47910 mips_01_20_35 "respiratory burst oxidase protein"
mips_01_20_35_02
mips_11_07_07
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
at_At5g51050 mips_08 "calcium-binding transporter-like protein"
mips_08_04
mips_08_10
mips_40_16
mips_63_17
mips_63_17_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At5g61810 - mips_08_04 "peroxisomal Ca-dependent solute carrier - like protein"
mips_08_10
mips_67_04_01
mips_67_04_01_02
Validation Accuracy: 20/26 (76.92%)
Validation Frequency class 'mips_63_17_01': 48/1980 (2.42%)
Evaluation on propertest data (3048 items):
at_At1g02270 - mips_01_01_04 "putative protein"
mips_01_05_04
mips_02_16
mips_04_05_99
at_At1g32250 mips_10_01_09 "calmodulin, putative"
mips_10_01_09_03
mips_13_05
mips_40_32
mips_63_17_01
at_At1g50700 - mips_10_01 "hypothetical protein"
mips_10_01_01
at_At1g53210 - mips_13_05 "putative protein"
mips_67_04
mips_67_50
mips_67_50_05
at_At1g61950 - mips_10 "hypothetical protein"
mips_10_01_01
at_At1g66400 mips_10 "calmodulin-related protein"
mips_10_01
mips_10_01_09
mips_10_01_09_03
mips_40_02
mips_40_03
mips_63
mips_63_01
mips_63_17_01
at_At1g66410 mips_10_01_09 "calmodulin-4"
mips_10_01_09_03
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
mips_63_17_01
at_At2g03150 - mips_02_45 "Unknown protein (T18E12.18; At2g03150)"
mips_13_05
mips_20_25_09
mips_25_05_15
mips_30_04_03
mips_35_03_12
mips_40_04_03
mips_45
mips_45_03
mips_45_03_12
mips_63_06
at_At2g41090 mips_10_01_09 "calcium binding protein (CaBP-22)"
mips_10_01_09_03
mips_63_17_01
at_At2g43290 mips_10_01_09 "putative calcium binding protein"
mips_10_01_09_03
mips_63_17_01
at_At2g45670 mips_06_07_03 "unknown protein"
mips_06_10
mips_10_01_05
mips_20_25_03
mips_20_25_03_04
mips_20_25_03_04_01
mips_48
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_17_01
at_At3g07490 mips_10_05 "putative calmodulin"
mips_40_02
mips_63_17
mips_63_17_01
at_At3g10300 mips_10_01 "unknown protein"
mips_10_01_01
mips_10_05
mips_40_02
mips_40_03
mips_63_01
mips_63_17
mips_63_17_01
at_At3g22930 mips_63_17_01 "calmodulin, putative"
at_At3g43810 - mips_10_01_09 "calmodulin 7"
mips_10_01_09_03
mips_13
mips_13_11
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
mips_63_01
at_At3g45810 mips_02 "respiratory burst oxidase - like protein"
mips_02_11
mips_11
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_07
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_25
mips_25_05
mips_37
mips_37_03
mips_37_03_13
mips_63
mips_63_17_01
mips_98
at_At3g51920 mips_10_01_09 "putative calmodulin"
mips_10_01_09_03
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
mips_63_17_01
at_At3g56800 mips_10 "calmodulin-3"
mips_10_01
mips_10_01_09
mips_10_01_09_03
mips_13
mips_13_11
mips_13_11_01
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_02
mips_40_03
mips_63
mips_63_01
mips_63_17_01
at_At3g59440 mips_63_17 "calmodulin-like protein"
mips_63_17_01
at_At3g59820 mips_04_05_05_01 "putative protein"
mips_63_17_01
at_At4g03560 - mips_13_03 "two-pore calcium channel (AtTPC1)"
mips_13_03_01
mips_13_05
mips_67_01
mips_67_01_01
at_At4g05520 mips_40_10 ""
mips_63
mips_63_03
mips_63_17
mips_63_17_01
mips_98
at_At4g17615 mips_63_17 "calcineurin B-like protein 1 (CBL1)"
mips_63_17_01
at_At4g25090 mips_01_20_35 "respiratory burst oxidase - like protein"
mips_01_20_35_02
mips_11_05
mips_11_07_07
mips_14_01_03
mips_14_04
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
mips_67
mips_67_15
at_At4g26470 - mips_10 "putative protein"
mips_10_01
mips_10_01_01
mips_98
at_At4g26700 mips_14_01 "fimbrin-like protein (ATFIM1)"
mips_14_01_03
mips_14_01_03_99
mips_30_04
mips_30_04_03
mips_30_04_05
mips_30_04_07
mips_40_04_03
mips_40_04_05
mips_40_04_07
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_17
mips_63_17_01
at_At4g33000 mips_13_05 "putative protein (fragment)"
mips_40_32
mips_63_17_01
at_At4g38530 mips_01_06_04 "phosphoinositide-specific phospholipase C"
mips_10_01_09
mips_10_01_09_11
mips_63_09
mips_63_17_01
at_At5g06260 mips_06_07 "putative protein"
mips_11_01
mips_11_01_01
mips_11_07
mips_11_07_07
mips_13_11
mips_13_11_99
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_30_01
mips_40_02
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_62
mips_62_01
mips_62_01_07
mips_63_17
mips_63_17_01
at_At5g14880 - mips_67_04 "HAK8"
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At5g28900 mips_03_01_01 "protein phosphatase 2A regulatory subunit B'-like protein"
mips_13_01
mips_13_11_03
mips_25_01
mips_25_01_01
mips_63_17_01
at_At5g37770 mips_10_01_09 "CALMODULIN-RELATED PROTEIN 2, TOUCH-INDUCED (TCH2)"
mips_10_01_09_03
mips_63_17_01
at_At5g39670 mips_10_01_09 "calcium-binding protein - like"
mips_10_01_09_03
mips_63_17_01
at_At5g44460 mips_10_01_09 "calmodulin-like protein"
mips_10_01_09_03
mips_63_17_01
at_At5g54490 mips_10_01_09 "unknown protein"
mips_10_01_09_03
mips_63_17_01
at_At5g57190 - mips_01_06_01_01 "phosphatidylserine decarboxylase"
mips_01_06_01_03
mips_40_08
at_At5g58690 mips_01_06 "phosphoinositide-specific phospholipase C-line (MZN1.13)"
mips_01_06_04
mips_10_01
mips_10_01_05
mips_10_01_09
mips_10_01_09_11
mips_63_09
mips_63_17_01
at_At5g58700 mips_01_06_04 "phosphoinositide-specific phospholipase C4 (PLC4)"
mips_10_01_09
mips_10_01_09_11
mips_63_09
mips_63_17_01
Propertest Accuracy: 28/38 (73.68%)
Propertest Frequency class 'mips_63_17_01': 88/3048 (2.89%)
New (unknown) data (1980 items):
at_At1g23240 - no entry null
at_At1g29020 - no entry null
at_At1g70680 - no entry null
at_At1g73440 - no entry null
at_At1g76040 - no entry null
at_At2g17290 - no entry null
at_At2g33380 - no entry null
at_At2g34020 - no entry null
at_At2g38910 - no entry null
at_At3g10660 - no entry null
at_At3g12760 - no entry null
at_At3g19100 - no entry null
at_At3g29000 - no entry null
at_At3g50530 - no entry null
at_At3g50770 - no entry null
at_At3g56760 - no entry null
at_At3g56940 - no entry null
at_At4g04710 - no entry null
at_At4g04720 - no entry null
at_At4g05020 - mips_02_08 "unknown protein"
mips_02_13
at_At4g12860 - no entry null
at_At4g20780 - no entry null
at_At4g28220 - mips_02_08 "putative NADH dehydrogenase"
mips_02_11
mips_02_13
mips_67_15
at_At4g34070 - no entry null
at_At4g35310 - no entry null
at_At4g38810 - no entry null
at_At5g24430 - no entry null
at_At5g28830 - no entry null
at_At1g35670 - no entry null
at_At1g49580 - no entry null
at_At1g54530 - no entry null
at_At1g64850 - no entry null
at_At2g17890 - no entry null
at_At2g31500 - no entry null
at_At2g35890 - no entry null
at_At2g41140 - no entry null
at_At2g41200 - no entry null
at_At2g41410 - no entry null
at_At2g46700 - no entry null
at_At3g51850 - no entry null
at_At3g57530 - no entry null
at_At4g00140 - no entry null
at_At4g04740 - no entry null
at_At4g09570 - no entry null
at_At4g14640 - no entry null
at_At4g21940 - no entry null
at_At4g26560 - no entry null
at_At4g26740 - no entry null
at_At4g27790 - no entry null
at_At4g36070 - no entry null
at_At4g38230 - no entry null
at_At5g04870 - no entry null
at_At5g12180 - no entry null
at_At5g23580 - no entry null
at_At5g27540 - no entry null
at_At5g54130 - no entry null
at_At5g66210 - no entry null
at_At1g05150 - no entry null
at_At1g15860 - no entry null
at_At1g18890 - no entry null
at_At1g70670 - no entry null
at_At1g74740 - no entry null
at_At2g32450 - mips_05 "putative O-GlcNAc transferase"
mips_06_07
mips_20
at_At2g34030 - no entry null
at_At2g41860 - no entry null
at_At2g44310 - no entry null
at_At3g49370 - no entry null
at_At4g16350 - no entry null
at_At5g17180 - no entry null
at_At5g19360 - no entry null
at_At5g55240 - no entry null
------------------
Rule 78
b.82.3 <= 8.5e-08
c > 0.0016
f.14.1 <= 0.0052
-> class mips_10_01_09 "second messenger mediated signal transduction"
Evaluation on training data (3968 items):
at_At2g24610 mips_06_10 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At2g25600 - mips_67_01 "putative potassium transporter/channel"
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g26650 mips_10_01_09 "K+ transporter, AKT1"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At3g17700 mips_06_10 "cyclic nucleotide-binding transporter 1 (CNBT1)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At3g48010 mips_10_01_09 "putative cyclic nucleotide-gated channel"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g22200 mips_10 "potassium channel (AKT2)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At5g37500 mips_06_10 "guard cell outward rectifying K+ channel"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
Training Accuracy: 6/7 (85.71%)
Training Frequency class 'mips_10_01_09': 72/3968 (1.81%)
Evaluation on validation data (1980 items):
at_At2g28260 mips_06_10 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At4g18290 mips_10_01_09 "potassium channel protein KAT2"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g30560 mips_04 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_06
mips_06_10
mips_10
mips_10_01
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63
mips_63_01
mips_63_09
mips_63_17
mips_63_17_03
mips_67
mips_67_01
mips_67_01_01
mips_67_04
at_At5g14870 mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel -like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_10_01_09': 33/1980 (1.67%)
Evaluation on propertest data (3048 items):
at_At2g23980 mips_10_01_09 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At3g17690 mips_06_10 "hypothetical protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g32500 - mips_13 "potassium channel - protein"
mips_13_05
mips_20
mips_30
mips_30_04
mips_40_02
mips_40_04
mips_63_07
mips_63_19
mips_67
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g32650 - mips_10_05_01 "potassium channel protein AtKC"
mips_10_05_01_10
mips_13_05
mips_20_25_01
mips_20_25_01_01
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g15410 - mips_10_05_01 "cyclic nucleotide-gated cation channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g46240 mips_06_10 "potassium channel protein KAT1 (pir||S32816)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_30_04
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
Propertest Accuracy: 3/6 (50.00%)
Propertest Frequency class 'mips_10_01_09': 64/3048 (2.10%)
New (unknown) data (1980 items):
------------------
Rule 321
a.39.1 <= 0.00087
a.40.1 > 5e-18
c.25.1 > 0.011
f > 0.016
-> class mips_10_01_09 "second messenger mediated signal transduction"
Evaluation on training data (3968 items):
at_At1g03960 - mips_03 "putative protein phosphatase 2A"
mips_03_01
mips_03_01_01
mips_03_01_03
mips_03_03
mips_03_03_01
mips_10_01
mips_10_01_01
mips_13
mips_13_01
mips_13_11
mips_13_11_03
mips_25
mips_25_01
mips_25_01_01
mips_63_17
mips_63_17_01
at_At1g12310 mips_10_01_09 "putative protein"
mips_10_01_09_03
at_At1g18210 mips_10_01_09 "unknown protein"
mips_10_01_09_03
mips_63_17_01
at_At1g18530 - mips_63_17_01 "hypothetical protein"
at_At1g21630 - mips_03_01_05_01 "unknown protein"
mips_03_01_05_03
mips_63_06
at_At1g24620 mips_10_01_09 "putative calmodulin"
mips_10_01_09_03
mips_63_17
mips_63_17_01
at_At1g62820 mips_06_07_03 "calmodulin, putative"
mips_10_01_05_01
mips_10_01_09
mips_10_01_09_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_17_01
at_At1g73630 - mips_63_17_01 "calmodulin like protein"
at_At1g76640 mips_10_01_09 "putative calmodulin"
mips_10_01_09_03
mips_63_01
mips_63_17_01
at_At1g76650 - mips_63_17 "calmodulin like protein"
mips_63_17_01
at_At2g15680 - mips_63_17 "putative calmodulin-like protein"
mips_63_17_01
at_At2g20800 - mips_02_11_05 "putative NADH-ubiquinone oxireductase"
mips_02_13
mips_02_13_03
at_At2g27030 mips_10_01 "calmodulin"
mips_10_01_09
mips_10_01_09_03
mips_13
mips_13_11
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
mips_63_01
at_At2g27480 mips_10_01_09 "putative calcium binding protein"
mips_10_01_09_03
at_At2g35800 - mips_08_04 "putative mitochondrial carrier protein"
mips_63_17_01
mips_67_04_01
mips_67_04_01_02
at_At2g36180 mips_10_01_09 "putative calmodulin"
mips_10_01_09_03
at_At2g41100 - mips_63_17_01 "calmodulin-like protein"
at_At2g41110 mips_10_01_09 "calmodulin (cam2)"
mips_10_01_09_03
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
mips_63_17_01
at_At2g46600 mips_10_01_09 "caltractin like protein"
mips_10_01_09_03
mips_63_17
mips_63_17_01
at_At3g08510 mips_01_06_04 "phosphoinositide specific phospholipase C (AtPLC2)"
mips_10_01_09
mips_10_01_09_11
mips_63_09
at_At3g10190 - mips_10 "calmodulin-like protein"
mips_10_01
mips_10_01_01
mips_98
at_At3g17470 mips_01_03_01 "hypothetical protein"
mips_03_01_01
mips_03_03_01_03
mips_10_01_09
mips_13_11_03
mips_25_01
mips_25_01_01
mips_63_17_01
at_At3g18430 mips_10_01_09 "unknown protein"
mips_10_01_09_03
mips_10_05
mips_40_02
mips_63_17
mips_63_17_01
at_At3g24110 - mips_10_01_01 "hypothetical protein"
mips_63_17_01
at_At3g47480 - mips_10_01 "putative calcium-binding protein"
mips_10_01_01
at_At3g50360 mips_10_01 "centrin"
mips_10_01_09
mips_10_01_09_03
mips_40_02
mips_40_03
mips_63_01
mips_63_17_01
at_At3g63150 - mips_08_16 "rac-GTP binding protein like"
mips_63_17
mips_63_17_01
at_At4g01420 - mips_63_17 "putative calcium-regulated protein phosphatase"
mips_63_17_01
at_At4g13440 - mips_13_05 "hypothetical protein"
mips_45
mips_45_03
mips_45_03_12
mips_63_07
mips_63_17_01
at_At4g25970 - mips_01_06_01_01 "phosphatidylserine decarboxylase like protein"
mips_01_06_01_03
mips_40_08
at_At4g26570 - mips_63_17 "calcineurin B-like protein 3"
mips_63_17_01
at_At4g27280 mips_06_07_03 "unknown protein"
mips_06_10
mips_10_01_05
mips_10_01_05_01
mips_10_01_09
mips_10_01_09_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_48
mips_62
mips_62_01
mips_62_01_01
mips_63_17
mips_63_17_01
at_At4g32060 - mips_63_17_01 "putative protein"
at_At4g37010 mips_10_01_09 "caltractin-like protein"
mips_10_01_09_03
mips_63_17_01
at_At5g07320 - mips_08_04 "peroxisomal Ca-dependent solute carrier-like protein"
mips_08_10
mips_63_17
mips_63_17_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At5g08580 - mips_13_01 "Unknown protein (MAH20.14)"
mips_13_01_01
mips_13_01_01_01
mips_63_17_01
at_At5g17470 - mips_63_17 "calmodulin-like protein"
mips_63_17_01
at_At5g18580 - mips_03_01_01 "tonneau 2 (TON2)"
mips_03_01_03
mips_13_11_03
mips_25_01
mips_25_01_01
at_At5g37780 mips_10_01_09 "calmodulin 1 (CAM1)"
mips_10_01_09_03
mips_13_11_01
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63_17
mips_63_17_01
at_At5g49480 mips_10_01_09 "NaCl-inducible Ca2+-binding protein-like; calmodulin-like"
mips_10_01_09_03
mips_63_17
mips_63_17_01
at_At5g55990 mips_10_01_09 "calcineurin B-like protein 2 (gb|AAC26009.1)"
mips_10_01_09_03
mips_63_17_01
at_At5g58670 mips_01_06_04 "phosphoinositide specific phospholipase C (AtPLC1)"
mips_10_01_09
mips_10_01_09_11
mips_63_09
mips_63_17_01
Training Accuracy: 20/42 (47.62%)
Training Frequency class 'mips_10_01_09': 72/3968 (1.81%)
Evaluation on validation data (1980 items):
at_At1g05990 - mips_13_05 "calcium-binding protein, putative"
mips_40_32
mips_63_17_01
at_At1g20760 - mips_10_05_01 "hypothetical protein"
mips_10_05_01_12
mips_10_05_01_12_01
mips_10_05_01_12_99
mips_63_17_01
at_At1g21550 mips_06_07_03 "unknown protein"
mips_10_01_05_01
mips_10_01_09
mips_10_01_09_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_48
mips_62_01
mips_62_01_01
mips_62_01_07
mips_63_17_01
at_At1g54450 - mips_03_01_01 "hypothetical protein"
mips_03_01_03
mips_13_11_03
mips_25_01
mips_25_01_01
mips_63_17
mips_63_17_01
at_At1g64480 - mips_10_05 "calcineurin B-like protein"
mips_11_01
mips_13_05
mips_40_02
mips_40_32
mips_63_17
mips_63_17_01
at_At2g40540 - mips_67_04_01 "putative potassium transporter AtKT2p (AtKT2)"
mips_67_04_01_02
mips_67_50_22
at_At3g25600 mips_10_01_09 "calmodulin, putative"
mips_10_01_09_03
mips_63_17_01
at_At3g59450 - mips_13_11 "putative protein"
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
at_At4g03290 - mips_63_17_01 "putative calmodulin"
at_At4g23650 - mips_10_01_01 "calcium-dependent protein kinase (CDPK6)"
at_At5g04170 mips_10_01_09 "EF - hand Calcium binding protein - like"
mips_10_01_09_03
mips_63_17_01
at_At5g17480 mips_06_07_03 "calcium-binding protein"
mips_10_01_05_01
mips_10_01_09
mips_10_01_09_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_48
mips_62_01
mips_62_01_01
mips_62_01_07
mips_63_17_01
at_At5g19450 - mips_10_01 "calcium-dependent protein kinase"
mips_10_01_01
at_At5g24270 - mips_63_17 "calcium sensor homolog (gb|AAC26110.1)"
mips_63_17_01
at_At5g28850 - mips_03_01_01 "protein phosphatase 2A regulatory subunit B'-like protein"
mips_13_01
mips_13_11_03
mips_25_01
mips_25_01_01
mips_63_17_01
at_At5g42380 mips_10 "unknown protein"
mips_10_01
mips_10_01_09
mips_10_01_09_03
mips_40_03
mips_63
mips_63_01
mips_63_17_01
at_At5g44090 - mips_03_01 "protein phosphatase 2A 62 kDa B'' regulatory subunit (gb|AAD45158.1)"
mips_03_01_01
mips_03_01_03
mips_03_03
mips_03_03_01
mips_10_05
mips_13_11
mips_13_11_03
mips_25_01
mips_25_01_01
mips_40_02
mips_63_17
mips_63_17_01
at_At5g47100 - mips_20_25_01 "calcium sensor protein, calcineurin-like"
mips_20_25_01_01
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_63_17_01
at_At5g51050 - mips_08 "calcium-binding transporter-like protein"
mips_08_04
mips_08_10
mips_40_16
mips_63_17
mips_63_17_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At5g61810 - mips_08_04 "peroxisomal Ca-dependent solute carrier - like protein"
mips_08_10
mips_67_04_01
mips_67_04_01_02
Validation Accuracy: 5/20 (25.00%)
Validation Frequency class 'mips_10_01_09': 33/1980 (1.67%)
Evaluation on propertest data (3048 items):
at_At1g02270 - mips_01_01_04 "putative protein"
mips_01_05_04
mips_02_16
mips_04_05_99
at_At1g32250 mips_10_01_09 "calmodulin, putative"
mips_10_01_09_03
mips_13_05
mips_40_32
mips_63_17_01
at_At1g50700 - mips_10_01 "hypothetical protein"
mips_10_01_01
at_At1g53210 - mips_13_05 "putative protein"
mips_67_04
mips_67_50
mips_67_50_05
at_At1g61950 - mips_10 "hypothetical protein"
mips_10_01_01
at_At1g66400 mips_10 "calmodulin-related protein"
mips_10_01
mips_10_01_09
mips_10_01_09_03
mips_40_02
mips_40_03
mips_63
mips_63_01
mips_63_17_01
at_At1g66410 mips_10_01_09 "calmodulin-4"
mips_10_01_09_03
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
mips_63_17_01
at_At2g03150 - mips_02_45 "Unknown protein (T18E12.18; At2g03150)"
mips_13_05
mips_20_25_09
mips_25_05_15
mips_30_04_03
mips_35_03_12
mips_40_04_03
mips_45
mips_45_03
mips_45_03_12
mips_63_06
at_At2g41090 mips_10_01_09 "calcium binding protein (CaBP-22)"
mips_10_01_09_03
mips_63_17_01
at_At2g43290 mips_10_01_09 "putative calcium binding protein"
mips_10_01_09_03
mips_63_17_01
at_At2g45670 - mips_06_07_03 "unknown protein"
mips_06_10
mips_10_01_05
mips_20_25_03
mips_20_25_03_04
mips_20_25_03_04_01
mips_48
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_17_01
at_At3g07490 - mips_10_05 "putative calmodulin"
mips_40_02
mips_63_17
mips_63_17_01
at_At3g10300 - mips_10_01 "unknown protein"
mips_10_01_01
mips_10_05
mips_40_02
mips_40_03
mips_63_01
mips_63_17
mips_63_17_01
at_At3g22930 - mips_63_17_01 "calmodulin, putative"
at_At3g43810 mips_10_01_09 "calmodulin 7"
mips_10_01_09_03
mips_13
mips_13_11
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
mips_63_01
at_At3g51920 mips_10_01_09 "putative calmodulin"
mips_10_01_09_03
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
mips_63_17_01
at_At3g56800 mips_10 "calmodulin-3"
mips_10_01
mips_10_01_09
mips_10_01_09_03
mips_13
mips_13_11
mips_13_11_01
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_02
mips_40_03
mips_63
mips_63_01
mips_63_17_01
at_At3g59440 - mips_63_17 "calmodulin-like protein"
mips_63_17_01
at_At3g59820 - mips_04_05_05_01 "putative protein"
mips_63_17_01
at_At4g03560 - mips_13_03 "two-pore calcium channel (AtTPC1)"
mips_13_03_01
mips_13_05
mips_67_01
mips_67_01_01
at_At4g05520 - mips_40_10 ""
mips_63
mips_63_03
mips_63_17
mips_63_17_01
mips_98
at_At4g17615 - mips_63_17 "calcineurin B-like protein 1 (CBL1)"
mips_63_17_01
at_At4g26470 - mips_10 "putative protein"
mips_10_01
mips_10_01_01
mips_98
at_At4g33000 - mips_13_05 "putative protein (fragment)"
mips_40_32
mips_63_17_01
at_At4g38530 mips_01_06_04 "phosphoinositide-specific phospholipase C"
mips_10_01_09
mips_10_01_09_11
mips_63_09
mips_63_17_01
at_At5g06260 - mips_06_07 "putative protein"
mips_11_01
mips_11_01_01
mips_11_07
mips_11_07_07
mips_13_11
mips_13_11_99
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_30_01
mips_40_02
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_62
mips_62_01
mips_62_01_07
mips_63_17
mips_63_17_01
at_At5g14880 - mips_67_04 "HAK8"
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At5g28900 - mips_03_01_01 "protein phosphatase 2A regulatory subunit B'-like protein"
mips_13_01
mips_13_11_03
mips_25_01
mips_25_01_01
mips_63_17_01
at_At5g37770 mips_10_01_09 "CALMODULIN-RELATED PROTEIN 2, TOUCH-INDUCED (TCH2)"
mips_10_01_09_03
mips_63_17_01
at_At5g39670 mips_10_01_09 "calcium-binding protein - like"
mips_10_01_09_03
mips_63_17_01
at_At5g44460 mips_10_01_09 "calmodulin-like protein"
mips_10_01_09_03
mips_63_17_01
at_At5g54490 mips_10_01_09 "unknown protein"
mips_10_01_09_03
mips_63_17_01
at_At5g57190 - mips_01_06_01_01 "phosphatidylserine decarboxylase"
mips_01_06_01_03
mips_40_08
at_At5g58690 mips_01_06 "phosphoinositide-specific phospholipase C-line (MZN1.13)"
mips_01_06_04
mips_10_01
mips_10_01_05
mips_10_01_09
mips_10_01_09_11
mips_63_09
mips_63_17_01
at_At5g58700 mips_01_06_04 "phosphoinositide-specific phospholipase C4 (PLC4)"
mips_10_01_09
mips_10_01_09_11
mips_63_09
mips_63_17_01
Propertest Accuracy: 15/35 (42.86%)
Propertest Frequency class 'mips_10_01_09': 64/3048 (2.10%)
New (unknown) data (1980 items):
at_At1g23240 - no entry null
at_At1g29020 - no entry null
at_At1g70680 - no entry null
at_At1g73440 - no entry null
at_At1g76040 - no entry null
at_At2g17290 - no entry null
at_At2g33380 - no entry null
at_At2g34020 - no entry null
at_At2g38910 - no entry null
at_At3g10660 - no entry null
at_At3g12760 - no entry null
at_At3g19100 - no entry null
at_At3g29000 - no entry null
at_At3g50530 - no entry null
at_At3g50770 - no entry null
at_At3g56760 - no entry null
at_At3g56940 - no entry null
at_At4g04710 - no entry null
at_At4g04720 - no entry null
at_At4g05020 - mips_02_08 "unknown protein"
mips_02_13
at_At4g12860 - no entry null
at_At4g20780 - no entry null
at_At4g28220 - mips_02_08 "putative NADH dehydrogenase"
mips_02_11
mips_02_13
mips_67_15
at_At4g34070 - no entry null
at_At4g35310 - no entry null
at_At4g38810 - no entry null
at_At5g24430 - no entry null
at_At5g28830 - no entry null
at_At1g35670 - no entry null
at_At1g49580 - no entry null
at_At1g54530 - no entry null
at_At1g64850 - no entry null
at_At2g17890 - no entry null
at_At2g31500 - no entry null
at_At2g35890 - no entry null
at_At2g41140 - no entry null
at_At2g41200 - no entry null
at_At2g41410 - no entry null
at_At2g46700 - no entry null
at_At3g51850 - no entry null
at_At3g57530 - no entry null
at_At4g00140 - no entry null
at_At4g04740 - no entry null
at_At4g09570 - no entry null
at_At4g14640 - no entry null
at_At4g21940 - no entry null
at_At4g26560 - no entry null
at_At4g26740 - no entry null
at_At4g27790 - no entry null
at_At4g36070 - no entry null
at_At4g38230 - no entry null
at_At5g04870 - no entry null
at_At5g12180 - no entry null
at_At5g23580 - no entry null
at_At5g27540 - no entry null
at_At5g54130 - no entry null
at_At5g66210 - no entry null
at_At1g05150 - no entry null
at_At1g15860 - no entry null
at_At1g18890 - no entry null
at_At1g70670 - no entry null
at_At1g74740 - no entry null
at_At2g32450 - mips_05 "putative O-GlcNAc transferase"
mips_06_07
mips_20
at_At2g34030 - no entry null
at_At2g41860 - no entry null
at_At2g44310 - no entry null
at_At3g49370 - no entry null
at_At4g16350 - no entry null
at_At5g17180 - no entry null
at_At5g19360 - no entry null
at_At5g55240 - no entry null
------------------
Rule 680
a.22 <= 0.02
-> class mips_40_10_03 "chromosome"
Evaluation on training data (3968 items):
at_At1g02680 - mips_04_05_01_01 "transcription factor TFIID, putative"
mips_14_04_03
mips_14_04_03_03
at_At1g07660 mips_03_01_99 "histone H4"
mips_30_10
mips_40_10_03
at_At1g08970 mips_03_01_99 "transcription factor like protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g09200 mips_30_10 "histone H3 like protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g13370 mips_30_10 "unknown protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g51060 mips_03_01_09 "putative protein"
mips_03_01_09_05
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g54140 - mips_04_05_01_01 "unknown protein"
mips_04_05_01_04_01
mips_40_10_99
at_At1g54830 - mips_30_10_03 "unknown protein"
at_At2g28720 mips_03_01_99 "putative histone H2B"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At2g37060 - mips_04_05_01_04_03 "putative CCAAT-box binding trancription factor"
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At2g37470 mips_03 "putative histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_98
at_At2g38880 - mips_04_05_01_04_03 "putative CCAAT-binding transcription factor subunit"
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At3g20670 mips_03_01_99 "histone H2A, putative"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g24890 - mips_08_07 "synaptobrevin, putative"
mips_13_03
mips_13_03_01
mips_14_01
mips_14_01_03
mips_40_07
mips_40_08
mips_40_09
at_At3g27360 - mips_30 "histone H3 like protein"
mips_30_10_03
at_At3g46030 mips_03_01_99 "histone H2B -like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
at_At3g46320 - mips_03_01_99 "histone H4-like protein"
at_At3g54560 mips_03_01_99 "histone H2A.F/Z"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At4g14540 - mips_04_05_01_04_03 "CCAAT-binding transcription factor subunit A(CBF-A)"
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
at_At4g27230 mips_03_03_04 "histone H2A- like protein"
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At4g40040 mips_30_10 "Histon H3"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g02560 mips_03_01_99 "unknown protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_40_10_03
mips_63_03_01
at_At5g02570 - mips_03_01_99 "putative protein"
at_At5g10980 mips_30_10 "histon H3 protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g15570 - mips_04 "putative protein"
mips_04_05
mips_04_05_01
mips_04_05_01_01
mips_04_05_01_04
mips_14
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_99
at_At5g22880 mips_03_01_99 "histone H2B like protein (emb|CAA69025.1)"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g27670 mips_03_01_99 "histone H2A-like protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63_03_01
at_At5g38140 mips_03_01_99 "putative protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_40_10_03
mips_63_03_01
at_At5g43250 mips_03_01_99 "unknown protein"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g50470 - mips_03_01_03 "putative protein"
mips_40_10_99
at_At5g54640 mips_03_01_99 "histone H2A (gb|AAF64418.1)"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g59970 - mips_03_01 "histone H4 - like protein"
mips_03_01_99
at_At5g65350 - mips_30_10_03 "histone H3"
at_At5g65360 mips_30 "histone H3 (sp|P05203)"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03
mips_63_03_01
Training Accuracy: 20/34 (58.82%)
Training Frequency class 'mips_40_10_03': 113/3968 (2.85%)
Evaluation on validation data (1980 items):
at_At1g04950 - mips_03_01_09 "putative TATA binding protein-associated factor (F13M7.6)"
mips_03_01_09_05
mips_04_05_01_01
at_At1g07790 mips_03 "histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At1g07980 mips_03_01_99 "unknown protein"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g19890 - mips_03_01_09 "hypothetical protein"
mips_03_01_09_05
mips_03_01_99
mips_30_10_03
at_At1g52740 mips_03_01_99 "putative histone H2A"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g75600 mips_30_10 "histone H3, putative"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g75610 mips_03_01 "histone H3, putative"
mips_03_01_09
mips_03_01_09_05
mips_03_01_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_07
at_At3g09480 mips_03 "putative histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At3g10070 - mips_20 "unknown protein"
mips_20_25
mips_20_25_01
mips_20_25_01_03
mips_20_25_01_07
mips_40_10_99
mips_47
mips_47_03
mips_47_03_02
at_At3g45980 mips_03_01 "histone H2B"
mips_03_01_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At4g20280 - mips_04_05_01_01 "unknown protein"
mips_40_10_99
at_At4g31720 - mips_04_05_01_01 "Transcription factor II homolog"
mips_04_05_01_04_01
mips_40_10_99
at_At5g10390 mips_30_10 "histone H3 - like protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g10400 - mips_30_10_03 "histone H3 - like protein"
at_At5g12910 - mips_03_01_09 "histone H3 -like protein"
mips_03_01_09_05
mips_03_01_99
mips_30_10_03
at_At5g43130 - mips_03_03_01_01 "putative protein"
mips_03_03_04
mips_03_03_04_07
mips_05_99
at_At5g47670 - mips_04_05_01_01 "putative protein"
mips_40_10_99
at_At5g50480 - mips_03_01_99 "transcription factor Hap5a-like"
mips_03_03_04
mips_03_03_04_03
at_At5g59910 - mips_03_01_99 "histone H2B - like protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10_03
Validation Accuracy: 8/19 (42.11%)
Validation Frequency class 'mips_40_10_03': 51/1980 (2.58%)
Evaluation on propertest data (3048 items):
at_At1g01370 mips_30_10 "centromeric histone H3 HTR12"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g07820 - mips_03 "histone H4"
mips_03_01
mips_03_01_99
mips_14_04
mips_25_05
mips_30
at_At1g08170 mips_03_01_99 "hypothetical protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
at_At1g08880 mips_03 "histone H2A like protein"
mips_03_01
mips_03_01_99
mips_03_03
mips_03_03_04
mips_03_03_04_03
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At1g09030 - mips_04_05_01_04_03 "putative CCAAT-binding transcription factor subunit A"
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At1g20000 - mips_04_05_01_01 "hypothetical protein"
at_At1g31240 - mips_04_05_01_01 "hypothetical protein"
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_40_10_99
at_At1g54690 - mips_03_01_99 "unknown protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10_03
at_At2g13570 - mips_04_05_01_04_03 "putative CCAAT-box binding trancription factor"
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
at_At2g27470 - mips_03 "putative CCAAT-binding transcription factor subunit"
mips_03_01
mips_03_01_09
mips_03_01_99
mips_04
mips_04_01
mips_04_01_01
mips_04_05_01
mips_04_05_01_04
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_01
mips_63_03
mips_99
at_At2g38810 mips_03_01_99 "histone H2A"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g12480 mips_03_01_09 "unknown protein"
mips_03_01_09_05
mips_40_10_03
mips_62_01
mips_62_01_07
at_At3g45930 - mips_03_01_99 "Histone H4 - like protein"
at_At3g48590 mips_03_01_99 "transcription factor Hap5a"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g53340 - mips_04_05_01_04_03 "transcription factor NF-Y, CCAAT-binding - like protein"
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At3g53650 mips_03_01_99 "histone H2B - like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g53730 mips_03_01_99 "histone H4-like protein"
mips_30_10
mips_40_10_03
at_At4g13570 mips_03 "histone H2A.F/Z - like protein"
mips_03_01
mips_03_01_11
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At4g34340 - mips_04_05_01_01 "unknown protein"
mips_14_10
mips_14_10_02
mips_14_10_02_01
at_At4g40030 mips_30_10 "histone H3.3"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g08190 - mips_04_05_01_01 "DR1-like protein"
mips_04_05_01_04_03
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
at_At5g19490 - mips_40_10_99 "putative protein"
at_At5g23090 - mips_04_05_01_01 "TATA-binding protein-associated phosphoprotein Dr1 protein homolog (sp|P49592)"
mips_04_05_01_04_03
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At5g47640 - mips_04_05_01_04_03 "unknown protein"
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
at_At5g50490 mips_03_01_99 "putative protein"
mips_03_03_04
mips_03_03_04_03
mips_40_10_03
at_At5g59690 - mips_03_01_99 "histone H4 - like protein"
at_At5g59870 mips_03_01_99 "histone H2A - like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
at_At5g63470 mips_03_01_09 "transcription factor Hap5a-like protein"
mips_03_01_09_05
mips_03_01_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
Propertest Accuracy: 13/28 (46.43%)
Propertest Frequency class 'mips_40_10_03': 74/3048 (2.43%)
New (unknown) data (1980 items):
at_At1g21970 - no entry null
at_At1g56170 - no entry null
at_At5g50930 - no entry null
at_At1g17440 - no entry null
at_At1g43740 - mips_29 "hypothetical protein"
at_At2g47810 - no entry null
at_At5g27910 - no entry null
------------------
Rule 679
a.22 <= 0.02
-> class mips_30_10_03 "organization of chromosome structure"
Evaluation on training data (3968 items):
at_At1g02680 - mips_04_05_01_01 "transcription factor TFIID, putative"
mips_14_04_03
mips_14_04_03_03
at_At1g07660 - mips_03_01_99 "histone H4"
mips_30_10
mips_40_10_03
at_At1g08970 mips_03_01_99 "transcription factor like protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g09200 mips_30_10 "histone H3 like protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g13370 mips_30_10 "unknown protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g51060 mips_03_01_09 "putative protein"
mips_03_01_09_05
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g54140 - mips_04_05_01_01 "unknown protein"
mips_04_05_01_04_01
mips_40_10_99
at_At1g54830 mips_30_10_03 "unknown protein"
at_At2g28720 mips_03_01_99 "putative histone H2B"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At2g37060 - mips_04_05_01_04_03 "putative CCAAT-box binding trancription factor"
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At2g37470 mips_03 "putative histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_98
at_At2g38880 - mips_04_05_01_04_03 "putative CCAAT-binding transcription factor subunit"
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At3g20670 mips_03_01_99 "histone H2A, putative"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g24890 - mips_08_07 "synaptobrevin, putative"
mips_13_03
mips_13_03_01
mips_14_01
mips_14_01_03
mips_40_07
mips_40_08
mips_40_09
at_At3g27360 mips_30 "histone H3 like protein"
mips_30_10_03
at_At3g46030 mips_03_01_99 "histone H2B -like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
at_At3g46320 - mips_03_01_99 "histone H4-like protein"
at_At3g54560 mips_03_01_99 "histone H2A.F/Z"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At4g14540 - mips_04_05_01_04_03 "CCAAT-binding transcription factor subunit A(CBF-A)"
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
at_At4g27230 mips_03_03_04 "histone H2A- like protein"
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At4g40040 mips_30_10 "Histon H3"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g02560 - mips_03_01_99 "unknown protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_40_10_03
mips_63_03_01
at_At5g02570 - mips_03_01_99 "putative protein"
at_At5g10980 mips_30_10 "histon H3 protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g15570 - mips_04 "putative protein"
mips_04_05
mips_04_05_01
mips_04_05_01_01
mips_04_05_01_04
mips_14
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_99
at_At5g22880 mips_03_01_99 "histone H2B like protein (emb|CAA69025.1)"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g27670 mips_03_01_99 "histone H2A-like protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63_03_01
at_At5g38140 - mips_03_01_99 "putative protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_40_10_03
mips_63_03_01
at_At5g43250 mips_03_01_99 "unknown protein"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g50470 - mips_03_01_03 "putative protein"
mips_40_10_99
at_At5g54640 mips_03_01_99 "histone H2A (gb|AAF64418.1)"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g59970 - mips_03_01 "histone H4 - like protein"
mips_03_01_99
at_At5g65350 mips_30_10_03 "histone H3"
at_At5g65360 mips_30 "histone H3 (sp|P05203)"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03
mips_63_03_01
Training Accuracy: 20/34 (58.82%)
Training Frequency class 'mips_30_10_03': 57/3968 (1.44%)
Evaluation on validation data (1980 items):
at_At1g04950 - mips_03_01_09 "putative TATA binding protein-associated factor (F13M7.6)"
mips_03_01_09_05
mips_04_05_01_01
at_At1g07790 mips_03 "histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At1g07980 mips_03_01_99 "unknown protein"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g19890 mips_03_01_09 "hypothetical protein"
mips_03_01_09_05
mips_03_01_99
mips_30_10_03
at_At1g52740 mips_03_01_99 "putative histone H2A"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g75600 mips_30_10 "histone H3, putative"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g75610 mips_03_01 "histone H3, putative"
mips_03_01_09
mips_03_01_09_05
mips_03_01_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_07
at_At3g09480 mips_03 "putative histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At3g10070 - mips_20 "unknown protein"
mips_20_25
mips_20_25_01
mips_20_25_01_03
mips_20_25_01_07
mips_40_10_99
mips_47
mips_47_03
mips_47_03_02
at_At3g45980 mips_03_01 "histone H2B"
mips_03_01_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At4g20280 - mips_04_05_01_01 "unknown protein"
mips_40_10_99
at_At4g31720 - mips_04_05_01_01 "Transcription factor II homolog"
mips_04_05_01_04_01
mips_40_10_99
at_At5g10390 mips_30_10 "histone H3 - like protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g10400 mips_30_10_03 "histone H3 - like protein"
at_At5g12910 mips_03_01_09 "histone H3 -like protein"
mips_03_01_09_05
mips_03_01_99
mips_30_10_03
at_At5g43130 - mips_03_03_01_01 "putative protein"
mips_03_03_04
mips_03_03_04_07
mips_05_99
at_At5g47670 - mips_04_05_01_01 "putative protein"
mips_40_10_99
at_At5g50480 - mips_03_01_99 "transcription factor Hap5a-like"
mips_03_03_04
mips_03_03_04_03
at_At5g59910 mips_03_01_99 "histone H2B - like protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10_03
Validation Accuracy: 12/19 (63.16%)
Validation Frequency class 'mips_30_10_03': 26/1980 (1.31%)
Evaluation on propertest data (3048 items):
at_At1g01370 mips_30_10 "centromeric histone H3 HTR12"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g07820 - mips_03 "histone H4"
mips_03_01
mips_03_01_99
mips_14_04
mips_25_05
mips_30
at_At1g08170 mips_03_01_99 "hypothetical protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
at_At1g08880 mips_03 "histone H2A like protein"
mips_03_01
mips_03_01_99
mips_03_03
mips_03_03_04
mips_03_03_04_03
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At1g09030 - mips_04_05_01_04_03 "putative CCAAT-binding transcription factor subunit A"
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At1g20000 - mips_04_05_01_01 "hypothetical protein"
at_At1g31240 - mips_04_05_01_01 "hypothetical protein"
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_40_10_99
at_At1g54690 mips_03_01_99 "unknown protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10_03
at_At2g13570 - mips_04_05_01_04_03 "putative CCAAT-box binding trancription factor"
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
at_At2g27470 - mips_03 "putative CCAAT-binding transcription factor subunit"
mips_03_01
mips_03_01_09
mips_03_01_99
mips_04
mips_04_01
mips_04_01_01
mips_04_05_01
mips_04_05_01_04
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_01
mips_63_03
mips_99
at_At2g38810 mips_03_01_99 "histone H2A"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g12480 - mips_03_01_09 "unknown protein"
mips_03_01_09_05
mips_40_10_03
mips_62_01
mips_62_01_07
at_At3g45930 - mips_03_01_99 "Histone H4 - like protein"
at_At3g48590 mips_03_01_99 "transcription factor Hap5a"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g53340 - mips_04_05_01_04_03 "transcription factor NF-Y, CCAAT-binding - like protein"
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At3g53650 mips_03_01_99 "histone H2B - like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g53730 - mips_03_01_99 "histone H4-like protein"
mips_30_10
mips_40_10_03
at_At4g13570 mips_03 "histone H2A.F/Z - like protein"
mips_03_01
mips_03_01_11
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At4g34340 - mips_04_05_01_01 "unknown protein"
mips_14_10
mips_14_10_02
mips_14_10_02_01
at_At4g40030 mips_30_10 "histone H3.3"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g08190 - mips_04_05_01_01 "DR1-like protein"
mips_04_05_01_04_03
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
at_At5g19490 - mips_40_10_99 "putative protein"
at_At5g23090 - mips_04_05_01_01 "TATA-binding protein-associated phosphoprotein Dr1 protein homolog (sp|P49592)"
mips_04_05_01_04_03
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At5g47640 - mips_04_05_01_04_03 "unknown protein"
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
at_At5g50490 - mips_03_01_99 "putative protein"
mips_03_03_04
mips_03_03_04_03
mips_40_10_03
at_At5g59690 - mips_03_01_99 "histone H4 - like protein"
at_At5g59870 mips_03_01_99 "histone H2A - like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
at_At5g63470 mips_03_01_09 "transcription factor Hap5a-like protein"
mips_03_01_09_05
mips_03_01_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
Propertest Accuracy: 11/28 (39.29%)
Propertest Frequency class 'mips_30_10_03': 34/3048 (1.12%)
New (unknown) data (1980 items):
at_At1g21970 - no entry null
at_At1g56170 - no entry null
at_At5g50930 - no entry null
at_At1g17440 - no entry null
at_At1g43740 - mips_29 "hypothetical protein"
at_At2g47810 - no entry null
at_At5g27910 - no entry null
------------------
Rule 677
a.22 <= 0.02
-> class mips_03_01_99 "other DNA processing"
Evaluation on training data (3968 items):
at_At1g02680 - mips_04_05_01_01 "transcription factor TFIID, putative"
mips_14_04_03
mips_14_04_03_03
at_At1g07660 mips_03_01_99 "histone H4"
mips_30_10
mips_40_10_03
at_At1g08970 mips_03_01_99 "transcription factor like protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g09200 - mips_30_10 "histone H3 like protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g13370 - mips_30_10 "unknown protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g51060 - mips_03_01_09 "putative protein"
mips_03_01_09_05
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g54140 - mips_04_05_01_01 "unknown protein"
mips_04_05_01_04_01
mips_40_10_99
at_At1g54830 - mips_30_10_03 "unknown protein"
at_At2g28720 mips_03_01_99 "putative histone H2B"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At2g37060 - mips_04_05_01_04_03 "putative CCAAT-box binding trancription factor"
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At2g37470 mips_03 "putative histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_98
at_At2g38880 - mips_04_05_01_04_03 "putative CCAAT-binding transcription factor subunit"
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At3g20670 mips_03_01_99 "histone H2A, putative"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g24890 - mips_08_07 "synaptobrevin, putative"
mips_13_03
mips_13_03_01
mips_14_01
mips_14_01_03
mips_40_07
mips_40_08
mips_40_09
at_At3g27360 - mips_30 "histone H3 like protein"
mips_30_10_03
at_At3g46030 mips_03_01_99 "histone H2B -like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
at_At3g46320 mips_03_01_99 "histone H4-like protein"
at_At3g54560 mips_03_01_99 "histone H2A.F/Z"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At4g14540 - mips_04_05_01_04_03 "CCAAT-binding transcription factor subunit A(CBF-A)"
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
at_At4g27230 - mips_03_03_04 "histone H2A- like protein"
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At4g40040 - mips_30_10 "Histon H3"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g02560 mips_03_01_99 "unknown protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_40_10_03
mips_63_03_01
at_At5g02570 mips_03_01_99 "putative protein"
at_At5g10980 - mips_30_10 "histon H3 protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g15570 - mips_04 "putative protein"
mips_04_05
mips_04_05_01
mips_04_05_01_01
mips_04_05_01_04
mips_14
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_99
at_At5g22880 mips_03_01_99 "histone H2B like protein (emb|CAA69025.1)"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g27670 mips_03_01_99 "histone H2A-like protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63_03_01
at_At5g38140 mips_03_01_99 "putative protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_40_10_03
mips_63_03_01
at_At5g43250 mips_03_01_99 "unknown protein"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g50470 - mips_03_01_03 "putative protein"
mips_40_10_99
at_At5g54640 mips_03_01_99 "histone H2A (gb|AAF64418.1)"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g59970 mips_03_01 "histone H4 - like protein"
mips_03_01_99
at_At5g65350 - mips_30_10_03 "histone H3"
at_At5g65360 - mips_30 "histone H3 (sp|P05203)"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03
mips_63_03_01
Training Accuracy: 16/34 (47.06%)
Training Frequency class 'mips_03_01_99': 66/3968 (1.66%)
Evaluation on validation data (1980 items):
at_At1g04950 - mips_03_01_09 "putative TATA binding protein-associated factor (F13M7.6)"
mips_03_01_09_05
mips_04_05_01_01
at_At1g07790 mips_03 "histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At1g07980 mips_03_01_99 "unknown protein"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g19890 mips_03_01_09 "hypothetical protein"
mips_03_01_09_05
mips_03_01_99
mips_30_10_03
at_At1g52740 mips_03_01_99 "putative histone H2A"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g75600 - mips_30_10 "histone H3, putative"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g75610 mips_03_01 "histone H3, putative"
mips_03_01_09
mips_03_01_09_05
mips_03_01_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_07
at_At3g09480 mips_03 "putative histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At3g10070 - mips_20 "unknown protein"
mips_20_25
mips_20_25_01
mips_20_25_01_03
mips_20_25_01_07
mips_40_10_99
mips_47
mips_47_03
mips_47_03_02
at_At3g45980 mips_03_01 "histone H2B"
mips_03_01_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At4g20280 - mips_04_05_01_01 "unknown protein"
mips_40_10_99
at_At4g31720 - mips_04_05_01_01 "Transcription factor II homolog"
mips_04_05_01_04_01
mips_40_10_99
at_At5g10390 - mips_30_10 "histone H3 - like protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g10400 - mips_30_10_03 "histone H3 - like protein"
at_At5g12910 mips_03_01_09 "histone H3 -like protein"
mips_03_01_09_05
mips_03_01_99
mips_30_10_03
at_At5g43130 - mips_03_03_01_01 "putative protein"
mips_03_03_04
mips_03_03_04_07
mips_05_99
at_At5g47670 - mips_04_05_01_01 "putative protein"
mips_40_10_99
at_At5g50480 mips_03_01_99 "transcription factor Hap5a-like"
mips_03_03_04
mips_03_03_04_03
at_At5g59910 mips_03_01_99 "histone H2B - like protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10_03
Validation Accuracy: 10/19 (52.63%)
Validation Frequency class 'mips_03_01_99': 32/1980 (1.62%)
Evaluation on propertest data (3048 items):
at_At1g01370 - mips_30_10 "centromeric histone H3 HTR12"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g07820 mips_03 "histone H4"
mips_03_01
mips_03_01_99
mips_14_04
mips_25_05
mips_30
at_At1g08170 mips_03_01_99 "hypothetical protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
at_At1g08880 mips_03 "histone H2A like protein"
mips_03_01
mips_03_01_99
mips_03_03
mips_03_03_04
mips_03_03_04_03
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At1g09030 - mips_04_05_01_04_03 "putative CCAAT-binding transcription factor subunit A"
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At1g20000 - mips_04_05_01_01 "hypothetical protein"
at_At1g31240 - mips_04_05_01_01 "hypothetical protein"
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_40_10_99
at_At1g54690 mips_03_01_99 "unknown protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10_03
at_At2g13570 - mips_04_05_01_04_03 "putative CCAAT-box binding trancription factor"
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
at_At2g27470 mips_03 "putative CCAAT-binding transcription factor subunit"
mips_03_01
mips_03_01_09
mips_03_01_99
mips_04
mips_04_01
mips_04_01_01
mips_04_05_01
mips_04_05_01_04
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_01
mips_63_03
mips_99
at_At2g38810 mips_03_01_99 "histone H2A"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g12480 - mips_03_01_09 "unknown protein"
mips_03_01_09_05
mips_40_10_03
mips_62_01
mips_62_01_07
at_At3g45930 mips_03_01_99 "Histone H4 - like protein"
at_At3g48590 mips_03_01_99 "transcription factor Hap5a"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g53340 - mips_04_05_01_04_03 "transcription factor NF-Y, CCAAT-binding - like protein"
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At3g53650 mips_03_01_99 "histone H2B - like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g53730 mips_03_01_99 "histone H4-like protein"
mips_30_10
mips_40_10_03
at_At4g13570 mips_03 "histone H2A.F/Z - like protein"
mips_03_01
mips_03_01_11
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At4g34340 - mips_04_05_01_01 "unknown protein"
mips_14_10
mips_14_10_02
mips_14_10_02_01
at_At4g40030 - mips_30_10 "histone H3.3"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g08190 - mips_04_05_01_01 "DR1-like protein"
mips_04_05_01_04_03
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
at_At5g19490 - mips_40_10_99 "putative protein"
at_At5g23090 - mips_04_05_01_01 "TATA-binding protein-associated phosphoprotein Dr1 protein homolog (sp|P49592)"
mips_04_05_01_04_03
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At5g47640 - mips_04_05_01_04_03 "unknown protein"
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
at_At5g50490 mips_03_01_99 "putative protein"
mips_03_03_04
mips_03_03_04_03
mips_40_10_03
at_At5g59690 mips_03_01_99 "histone H4 - like protein"
at_At5g59870 mips_03_01_99 "histone H2A - like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
at_At5g63470 mips_03_01_09 "transcription factor Hap5a-like protein"
mips_03_01_09_05
mips_03_01_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
Propertest Accuracy: 15/28 (53.57%)
Propertest Frequency class 'mips_03_01_99': 62/3048 (2.03%)
New (unknown) data (1980 items):
at_At1g21970 - no entry null
at_At1g56170 - no entry null
at_At5g50930 - no entry null
at_At1g17440 - no entry null
at_At1g43740 - mips_29 "hypothetical protein"
at_At2g47810 - no entry null
at_At5g27910 - no entry null
------------------
Rule 681
a.22 <= 0.02
-> class mips_63_03_01 "DNA binding"
Evaluation on training data (3968 items):
at_At1g02680 - mips_04_05_01_01 "transcription factor TFIID, putative"
mips_14_04_03
mips_14_04_03_03
at_At1g07660 - mips_03_01_99 "histone H4"
mips_30_10
mips_40_10_03
at_At1g08970 mips_03_01_99 "transcription factor like protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g09200 mips_30_10 "histone H3 like protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g13370 mips_30_10 "unknown protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g51060 mips_03_01_09 "putative protein"
mips_03_01_09_05
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g54140 - mips_04_05_01_01 "unknown protein"
mips_04_05_01_04_01
mips_40_10_99
at_At1g54830 - mips_30_10_03 "unknown protein"
at_At2g28720 mips_03_01_99 "putative histone H2B"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At2g37060 mips_04_05_01_04_03 "putative CCAAT-box binding trancription factor"
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At2g37470 - mips_03 "putative histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_98
at_At2g38880 mips_04_05_01_04_03 "putative CCAAT-binding transcription factor subunit"
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At3g20670 mips_03_01_99 "histone H2A, putative"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g24890 - mips_08_07 "synaptobrevin, putative"
mips_13_03
mips_13_03_01
mips_14_01
mips_14_01_03
mips_40_07
mips_40_08
mips_40_09
at_At3g27360 - mips_30 "histone H3 like protein"
mips_30_10_03
at_At3g46030 - mips_03_01_99 "histone H2B -like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
at_At3g46320 - mips_03_01_99 "histone H4-like protein"
at_At3g54560 mips_03_01_99 "histone H2A.F/Z"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At4g14540 - mips_04_05_01_04_03 "CCAAT-binding transcription factor subunit A(CBF-A)"
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
at_At4g27230 mips_03_03_04 "histone H2A- like protein"
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At4g40040 mips_30_10 "Histon H3"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g02560 mips_03_01_99 "unknown protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_40_10_03
mips_63_03_01
at_At5g02570 - mips_03_01_99 "putative protein"
at_At5g10980 mips_30_10 "histon H3 protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g15570 - mips_04 "putative protein"
mips_04_05
mips_04_05_01
mips_04_05_01_01
mips_04_05_01_04
mips_14
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_99
at_At5g22880 mips_03_01_99 "histone H2B like protein (emb|CAA69025.1)"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g27670 mips_03_01_99 "histone H2A-like protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63_03_01
at_At5g38140 mips_03_01_99 "putative protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_40_10_03
mips_63_03_01
at_At5g43250 mips_03_01_99 "unknown protein"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g50470 - mips_03_01_03 "putative protein"
mips_40_10_99
at_At5g54640 mips_03_01_99 "histone H2A (gb|AAF64418.1)"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g59970 - mips_03_01 "histone H4 - like protein"
mips_03_01_99
at_At5g65350 - mips_30_10_03 "histone H3"
at_At5g65360 mips_30 "histone H3 (sp|P05203)"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03
mips_63_03_01
Training Accuracy: 19/34 (55.88%)
Training Frequency class 'mips_63_03_01': 110/3968 (2.77%)
Evaluation on validation data (1980 items):
at_At1g04950 - mips_03_01_09 "putative TATA binding protein-associated factor (F13M7.6)"
mips_03_01_09_05
mips_04_05_01_01
at_At1g07790 mips_03 "histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At1g07980 mips_03_01_99 "unknown protein"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g19890 - mips_03_01_09 "hypothetical protein"
mips_03_01_09_05
mips_03_01_99
mips_30_10_03
at_At1g52740 mips_03_01_99 "putative histone H2A"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g75600 mips_30_10 "histone H3, putative"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g75610 - mips_03_01 "histone H3, putative"
mips_03_01_09
mips_03_01_09_05
mips_03_01_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_07
at_At3g09480 mips_03 "putative histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At3g10070 - mips_20 "unknown protein"
mips_20_25
mips_20_25_01
mips_20_25_01_03
mips_20_25_01_07
mips_40_10_99
mips_47
mips_47_03
mips_47_03_02
at_At3g45980 mips_03_01 "histone H2B"
mips_03_01_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At4g20280 - mips_04_05_01_01 "unknown protein"
mips_40_10_99
at_At4g31720 - mips_04_05_01_01 "Transcription factor II homolog"
mips_04_05_01_04_01
mips_40_10_99
at_At5g10390 mips_30_10 "histone H3 - like protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g10400 - mips_30_10_03 "histone H3 - like protein"
at_At5g12910 - mips_03_01_09 "histone H3 -like protein"
mips_03_01_09_05
mips_03_01_99
mips_30_10_03
at_At5g43130 - mips_03_03_01_01 "putative protein"
mips_03_03_04
mips_03_03_04_07
mips_05_99
at_At5g47670 - mips_04_05_01_01 "putative protein"
mips_40_10_99
at_At5g50480 - mips_03_01_99 "transcription factor Hap5a-like"
mips_03_03_04
mips_03_03_04_03
at_At5g59910 - mips_03_01_99 "histone H2B - like protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10_03
Validation Accuracy: 7/19 (36.84%)
Validation Frequency class 'mips_63_03_01': 50/1980 (2.53%)
Evaluation on propertest data (3048 items):
at_At1g01370 mips_30_10 "centromeric histone H3 HTR12"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g07820 - mips_03 "histone H4"
mips_03_01
mips_03_01_99
mips_14_04
mips_25_05
mips_30
at_At1g08170 - mips_03_01_99 "hypothetical protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
at_At1g08880 mips_03 "histone H2A like protein"
mips_03_01
mips_03_01_99
mips_03_03
mips_03_03_04
mips_03_03_04_03
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At1g09030 mips_04_05_01_04_03 "putative CCAAT-binding transcription factor subunit A"
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At1g20000 - mips_04_05_01_01 "hypothetical protein"
at_At1g31240 - mips_04_05_01_01 "hypothetical protein"
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_40_10_99
at_At1g54690 - mips_03_01_99 "unknown protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10_03
at_At2g13570 - mips_04_05_01_04_03 "putative CCAAT-box binding trancription factor"
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
at_At2g27470 - mips_03 "putative CCAAT-binding transcription factor subunit"
mips_03_01
mips_03_01_09
mips_03_01_99
mips_04
mips_04_01
mips_04_01_01
mips_04_05_01
mips_04_05_01_04
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_01
mips_63_03
mips_99
at_At2g38810 mips_03_01_99 "histone H2A"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g12480 - mips_03_01_09 "unknown protein"
mips_03_01_09_05
mips_40_10_03
mips_62_01
mips_62_01_07
at_At3g45930 - mips_03_01_99 "Histone H4 - like protein"
at_At3g48590 mips_03_01_99 "transcription factor Hap5a"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g53340 mips_04_05_01_04_03 "transcription factor NF-Y, CCAAT-binding - like protein"
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At3g53650 mips_03_01_99 "histone H2B - like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g53730 - mips_03_01_99 "histone H4-like protein"
mips_30_10
mips_40_10_03
at_At4g13570 mips_03 "histone H2A.F/Z - like protein"
mips_03_01
mips_03_01_11
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At4g34340 - mips_04_05_01_01 "unknown protein"
mips_14_10
mips_14_10_02
mips_14_10_02_01
at_At4g40030 mips_30_10 "histone H3.3"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g08190 - mips_04_05_01_01 "DR1-like protein"
mips_04_05_01_04_03
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
at_At5g19490 - mips_40_10_99 "putative protein"
at_At5g23090 mips_04_05_01_01 "TATA-binding protein-associated phosphoprotein Dr1 protein homolog (sp|P49592)"
mips_04_05_01_04_03
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At5g47640 - mips_04_05_01_04_03 "unknown protein"
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
at_At5g50490 - mips_03_01_99 "putative protein"
mips_03_03_04
mips_03_03_04_03
mips_40_10_03
at_At5g59690 - mips_03_01_99 "histone H4 - like protein"
at_At5g59870 - mips_03_01_99 "histone H2A - like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
at_At5g63470 mips_03_01_09 "transcription factor Hap5a-like protein"
mips_03_01_09_05
mips_03_01_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
Propertest Accuracy: 11/28 (39.29%)
Propertest Frequency class 'mips_63_03_01': 80/3048 (2.62%)
New (unknown) data (1980 items):
at_At1g21970 - no entry null
at_At1g56170 - no entry null
at_At5g50930 - no entry null
at_At1g17440 - no entry null
at_At1g43740 - mips_29 "hypothetical protein"
at_At2g47810 - no entry null
at_At5g27910 - no entry null
------------------
Rule 453
c.67.1 <= 0.0063
-> class mips_01_02_01 "nitrogen and sulfur utilization"
Evaluation on training data (3968 items):
at_At1g01480 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase (ACC2)"
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At1g08630 mips_01_01_01_11 "unknown protein"
mips_01_01_01_11_07
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_07_01
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_30_02
mips_63_21
mips_63_21_17
at_At1g50030 - mips_03_01_05_03 "unknown protein"
mips_05_99
mips_10_01_99
mips_40_25
at_At1g62800 mips_01_01_01_01 "aspartate aminotransferase (Asp4)"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At1g62960 mips_01_01_01 "1-aminocyclopropane-1-carboxylate synthase, putative"
mips_01_01_10_03
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At1g70580 mips_01_01_01_01 "putative alanine aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_01_02
mips_01_02_01
mips_02_01
mips_14_20
mips_20_20
mips_20_20_18
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g77670 mips_01_01 "putative aminotransferase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_17
mips_01_20_23
mips_01_20_25
mips_01_20_35
mips_01_20_50
mips_63_11
at_At2g02000 - mips_01_01_01_11 "putative glutamate decarboxylase"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
mips_03_01_05_01
at_At2g02010 - mips_01_01_01_11 "putative glutamate decarboxylase"
mips_01_01_01_11_15
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
at_At2g13360 mips_01_01_01_07 "alanine-glyoxylate aminotransferase"
mips_01_01_01_07_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_04_03
mips_04_03_03
mips_40_19
at_At2g22250 mips_01_01_01_07 "putative aspartate aminotransferase"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02_01
mips_63_21
mips_63_21_17
at_At2g22810 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase (ACS4)"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At2g30970 mips_01_01_01_01 "aspartate aminotransferase (AAT1)"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At3g08860 mips_01_01_01_01 "putative aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_20_50
mips_20_25_01
mips_20_25_01_01
at_At3g17720 - mips_01_01_01_11 "unknown protein"
mips_01_01_01_11_15
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
at_At3g48730 mips_01_01_99 "glutamate-1-semialdehyde aminotransferase"
mips_01_02
mips_01_02_01
mips_01_07_01
mips_01_20_19
mips_01_20_19_01
mips_01_20_99
mips_40_26
mips_40_26_03
at_At3g48790 - mips_01_07_01 "serine palmitoyltransferase-like protein"
mips_30_02
at_At3g62130 - mips_01_01_01_11 "unknown protein"
mips_01_01_10_05
mips_01_02
mips_04_03
mips_04_03_03
mips_04_03_06
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_21
mips_63_21_17
at_At4g08040 mips_01_01_01_07 "putative protein"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At4g13890 - mips_01_01_01_11 "glycine hydroxymethyltransferase - like protein"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03_01
mips_01_06_10
at_At4g13930 - mips_01_01_10_05 "hydroxymethyltransferase"
mips_01_03_01
mips_01_05
mips_01_06_10
mips_02_13
at_At4g26200 mips_01_01 "1-aminocyclopropane-1-carboxylate synthase -like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
at_At4g28680 - mips_01_01_99 "aromatic amino-acid decarboxylase - like protein"
mips_01_20_17
mips_01_20_17_03
mips_01_20_50
mips_03_01_05
at_At4g31990 mips_01_01_01_01 "aspartate aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At4g33680 mips_01_01_01_07 "unknown protein"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_63_21
mips_63_21_17
at_At4g37930 - mips_01_01 "glycine hydroxymethyltransferase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_01_03_01
mips_01_06
mips_01_06_10
mips_40_16
at_At4g39660 mips_01_01_10 "alanine:glyoxylate aminotransferase 2 homolog (AGT2)"
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07_01
mips_01_20_50
mips_20_25_01
mips_20_25_01_01
at_At5g04620 - mips_01_01 "8-amino-7-oxononanoate synthase - like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_07
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20_37
mips_25_05_25
mips_30_02
mips_40_07
at_At5g11520 mips_01_01 "aspartate aminotransferase (Asp3)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_02
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20
mips_01_20_17
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_16
mips_40_26
mips_40_26_03
at_At5g17330 - mips_01_01_10_01 "glutamate decarboxylase 1 (GAD 1) (sp|Q42521)"
mips_01_01_10_01_04
mips_01_06_04
at_At5g26600 - mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_04_03
mips_04_03_03
mips_04_03_06
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_21
mips_63_21_17
at_At5g36160 mips_01_01 "tyrosine aminotransferase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At5g53970 mips_01_01 "tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_40_16
at_At5g65800 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase ACS5 (pir||S71174)"
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
Training Accuracy: 21/34 (61.76%)
Training Frequency class 'mips_01_02_01': 83/3968 (2.09%)
Evaluation on validation data (1980 items):
at_At1g27980 - mips_01_01_01_01 "putative protein"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_06_04
at_At1g33320 - mips_01 "cystathionine gamma-synthase, putative"
mips_01_01
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_04
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
mips_40_03
at_At1g65960 - mips_01_01_01_11 "putative protein"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
at_At1g80360 mips_01_01 "putative aspartate aminotransferase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_25
mips_01_20_35
mips_63_21
mips_63_21_17
at_At2g13810 mips_01_01_01_07 "putative aspartate aminotransferase"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At2g17630 - mips_01_01 "putative phosphoserine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_07
mips_01_07_01
mips_02_16
mips_02_16_17
mips_02_16_17_01
mips_02_19
at_At2g20610 mips_01_01 "putative tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_17
mips_01_20_50
mips_11_07
mips_11_07_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_63_11
at_At2g24850 mips_01_01 "putative tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_14_20
mips_20_20
mips_20_20_18
mips_63_21
mips_63_21_17
at_At3g17760 - mips_01_01_01_01 "glutamate decarboxylase, putative"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_03_01_05
mips_03_01_05_01
mips_13_03
mips_13_03_01
at_At3g22200 mips_01_01 "aminotransferase like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07
mips_01_07_01
mips_01_20_17
mips_01_20_50
mips_20_25
mips_20_25_01
mips_20_25_01_01
at_At3g57050 - mips_01_01_01_07 "putative cystathionine beta-lyase (CBL) precursor protein"
mips_01_01_01_07_04
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
at_At4g11280 mips_01_01_01_07 "ACC synthase (AtACS-6)"
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At4g33010 - mips_01_01_01_11 "P-Protein - like protein"
mips_01_01_10_05
mips_01_01_10_05_04
at_At4g35630 - mips_01_01_01_11 "phosphoserine aminotransferase"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_07_01
mips_02_16
mips_02_16_17
mips_02_16_17_01
mips_02_19
at_At4g36480 - mips_01_01_01_07 "serine palmitoyltransferase (AtLCB1)"
mips_01_07_01
at_At5g22940 - mips_01_20_13 "putative protein"
at_At5g26780 - mips_01_01 "glycine hydroxymethyltransferase - like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_01_03_01
mips_01_05
mips_01_06
mips_01_06_10
mips_40_03
mips_40_16
at_At5g57590 mips_01_01_01_01 "adenosylmethionine-8-amino-7-oxononanoate aminotransferase-like protein"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07_01
mips_13_03_01
Validation Accuracy: 7/18 (38.89%)
Validation Frequency class 'mips_01_02_01': 51/1980 (2.58%)
Evaluation on propertest data (3048 items):
at_At1g08490 - mips_01_01_01 "NIFS like protein CpNifsp precursor (NIFS)"
mips_01_01_01_11
mips_01_01_10_05
mips_01_07
mips_04_03
mips_04_03_03
mips_04_03_06
mips_13
mips_13_01_01
mips_13_01_01_01
mips_63_21
mips_63_21_17
at_At1g16540 - mips_01_01_01_11 "molybdenum cofactor sulfurase"
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_07_01
mips_04_03
mips_04_03_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_21
mips_63_21_17
at_At1g17290 mips_01_01 "alanine aminotransferase (ALAAT1)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_02
mips_01_02
mips_01_02_01
mips_01_20
mips_02_01
mips_20
mips_20_20
mips_20_20_18
mips_40_03
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g22020 - mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_01_03_01
mips_01_06
mips_01_06_10
mips_40_16
at_At1g23310 mips_01_01 "putative alanine aminotransferase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_01_02
mips_01_02_01
mips_02_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g34040 mips_01_01_01 "putative protein"
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_04
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
mips_63_21
mips_63_21_17
at_At1g36370 - mips_01_01_01_11 "hydroxymethyltransferase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_03_01
mips_01_06_10
at_At1g43710 - mips_01_01_01_11 "putative histidine decarboxylase"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
mips_03_01_05_01
at_At1g64660 - mips_01_01_01_07 "similar to O-succinylhomoserine sulfhydrylase"
mips_01_01_01_07_04
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
at_At1g71920 mips_01_01_01_07 "putative histidinol-phosphate aminotransferase"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
at_At1g72330 mips_01_01_01 "alanine aminotransferase (ALAAT2)"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_02_01
mips_01_20_99
mips_02_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g80600 mips_01_01 "acetylornithine transaminase like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_01_01_03
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_17
mips_01_20_50
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_03
mips_40_16
at_At2g26080 - mips_01_01_01_11 "putative glycine dehydrogenase"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_04
at_At2g38400 mips_01_01 "putative beta-alanine-pyruvate aminotransferase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07
mips_01_07_01
mips_01_20_17
mips_01_20_50
mips_20_25
mips_20_25_01
mips_20_25_01_01
at_At3g48780 - mips_01_07_01 "serine palmitoyltransferase-like protein"
mips_25_05_25
mips_30_02
at_At3g49700 mips_01 "1-aminocyclopropane-1-carboxylate synthase -like protein"
mips_01_01
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
mips_98
at_At3g61510 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase-like protein"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_10
mips_14_20
mips_20_20
mips_20_20_18
at_At4g23590 mips_01_01_01_11 "tyrosine transaminase like protein"
mips_01_01_01_11_09
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_14_20
mips_20_20
mips_20_20_18
at_At4g23600 mips_01_01_01_11 "tyrosine transaminase like protein"
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At4g28420 mips_01_01 "tyrosine transaminase-like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_17
mips_01_20_50
mips_40_16
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_63_11
mips_63_21
mips_63_21_17
at_At4g32520 - mips_01_01_01 "glycine hydroxymethyltransferase (EC 2.1.2.1) - like protein"
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_02
mips_01_03_01
mips_01_06
mips_01_06_10
mips_02_13
mips_40_16
at_At4g37770 mips_01_01 "1-aminocyclopropane-1-carboxylate synthase - like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
at_At5g10330 mips_01_01 "histidinol-phosphate aminotransferase-like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
at_At5g14060 - mips_01_01_01_07 "lysine-sensitive aspartate kinase (gb|AAB63104.1)"
mips_01_01_01_07_01
mips_01_01_01_07_06
mips_01_01_01_07_06_01
mips_01_01_04
at_At5g19550 mips_01_01 "aspartate aminotransferase Asp2"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At5g23670 - mips_01_20_19 "serine palmitoyltransferase"
mips_01_20_19_01
mips_30_02
at_At5g28360 - mips_01_01_10 "fragment of 1-aminocyclopropane-1-carboxylate synthase"
mips_01_01_10_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At5g46180 mips_01_01_01_01 "ornithine aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_01_01_03
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_20_50
mips_20_25_01
mips_20_25_01_01
at_At5g51690 mips_01_01 "ACS12 (MIO24.18)"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At5g63570 mips_01_01_99 "glutamate-1-semialdehyde 2,1-aminomutase 1 precursor (GSA 1) (glutamate-1-semialdehyde aminotransferase 1) (GSA-AT 1) (sp|P42799)"
mips_01_02
mips_01_02_01
mips_01_07_01
mips_01_20_19
mips_01_20_19_01
mips_01_20_99
mips_40_26
mips_40_26_03
at_At5g65720 mips_01_01_10_05 "NifS-like aminotranfserase"
mips_01_02_01
mips_01_07
mips_04_03
mips_04_03_03
mips_04_03_06
mips_63_21
mips_63_21_17
Propertest Accuracy: 19/31 (61.29%)
Propertest Frequency class 'mips_01_02_01': 70/3048 (2.30%)
New (unknown) data (1980 items):
at_At1g19350 - no entry null
at_At1g70560 - no entry null
at_At4g37100 - no entry null
at_At5g04040 - no entry null
at_At1g23320 - no entry null
at_At1g34060 - no entry null
at_At1g50590 - no entry null
at_At2g23520 - no entry null
at_At4g05060 - no entry null
at_At4g22980 - no entry null
at_At5g49810 - no entry null
at_At5g66950 - no entry null
at_At1g22550 - mips_67_11 "Similar to LeOPT1 [Lycopersicon esculentum"
at_At4g24670 - no entry null
at_At5g51920 - no entry null
------------------
Rule 355
a.39.1 > 0.00087
c.3.1 <= 1.5e-06
d > 0.02
-> class mips_47_03_11 "gastro-intestinal system"
Evaluation on training data (3968 items):
at_At1g06820 - mips_01_03_04 "unknown protein"
mips_01_20_13
mips_01_20_17
mips_01_20_17_03
mips_01_20_50
mips_30_26
mips_30_26_03
mips_67_15
at_At1g12140 mips_02 "hypothetical protein"
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_40_16
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g12200 mips_01_02 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_40_27
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g19250 mips_01_01 "hypothetical protein"
mips_01_01_99
mips_02
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g24340 - mips_01 "hypothetical protein"
mips_01_01
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_01_20_33
mips_11
mips_11_05
mips_11_05_01
mips_11_07
mips_11_07_03
mips_40_03
mips_67
mips_67_15
mips_98
at_At1g48910 mips_01_02_01 "hypothetical protein"
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_07
mips_01_20_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g58440 - mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_01_20_13
mips_13_11_03
mips_13_11_03_01
mips_20_03
mips_20_07
mips_20_07_05
mips_20_07_07
mips_45_03_05
mips_45_03_05_09
mips_45_03_99
at_At1g62570 mips_01_02 "similar to glutamate synthase"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
at_At1g62600 mips_01_02 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
at_At1g63340 mips_01_01_99 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g63390 mips_01_01_99 "unknown protein"
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_40_27
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At2g22830 - mips_02 "putative squalene epoxidase"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_01_20
mips_01_20_13
mips_02_11
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_20
mips_20_03
mips_20_07
mips_20_07_05
mips_20_07_07
mips_40_27
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_45_03_99
mips_67_15
at_At2g33230 mips_01_02 "putative flavin-containing monooxygenase"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At3g09580 - mips_02 "putative oxidoreductase"
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_02_11
mips_30
mips_30_26
mips_30_26_03
mips_40_03
mips_40_26
mips_40_26_03
mips_63_21
mips_63_21_07
at_At3g24200 - mips_02 "monooxygenase, putatve"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_07_01
mips_02_11
mips_40_07
mips_40_16
mips_40_99
mips_67_15
at_At4g01690 - mips_01_07_01 "protoporphyrinogen oxidase"
mips_40_26
mips_40_26_03
mips_63_21
mips_63_21_07
at_At4g15760 - mips_01_01 "hypothetical protein"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_33
mips_67_15
at_At4g28720 mips_01_07 "putative protein"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At4g32360 - mips_01_01 "MFDR (AtMFDR)"
mips_01_01_01
mips_01_01_01_01
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_11
mips_02_11_05
mips_63_21
mips_63_21_07
mips_67_15
at_At4g37760 - mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_01_20_13
mips_13_11_03
mips_13_11_03_01
mips_20_03
mips_20_07
mips_20_07_05
mips_20_07_07
mips_40_27
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_45_03_99
at_At4g38540 - mips_01_01_10 "monooxygenase 2 (MO2)"
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_07_01
mips_01_20_33
at_At5g03630 - mips_01_01 "monodehydroascorbate reductase (NADH) - like protein"
mips_01_07
mips_01_07_01
mips_02_08
mips_02_11
mips_63_17
mips_63_17_09
mips_67_15
at_At5g07800 mips_01_01 "dimethylaniline monooxygenase-like protein"
mips_01_01_99
mips_02
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At5g19180 - mips_03_01_03 "putative ubiquitin activating enzyme E1 (ECR1)"
mips_06_07_07
mips_06_13_01
at_At5g24150 - mips_01_05_01_01_09 "squalene monooxygenase"
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_01_20_13
mips_02_11
mips_13_11_03
mips_13_11_03_01
mips_20_03
mips_20_07
mips_20_07_05
mips_20_07_07
mips_40_27
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_45_03_99
mips_67_15
at_At5g48440 mips_01_01_01_11 "putative protein"
mips_01_01_01_11_01
mips_01_01_01_11_07
mips_01_01_10_05
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_11_09
mips_48
mips_63_11
mips_63_21
mips_63_21_05
at_At5g63910 - mips_01_20 "unknown protein"
mips_01_20_17
mips_01_20_50
mips_06_13
mips_40_25
Training Accuracy: 12/27 (44.44%)
Training Frequency class 'mips_47_03_11': 71/3968 (1.79%)
Evaluation on validation data (1980 items):
at_At1g04180 mips_01_07 "putative dimethylaniline monooxygenase"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g07180 - mips_02_11_05 "unknown protein"
mips_02_13
mips_67_15
at_At1g21430 mips_01_02 "flavin-containing monooxygenases, putative"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_20_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g57770 - mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_01
mips_01_07
mips_01_07_01
mips_02_11
mips_63_21
mips_63_21_07
mips_67_15
at_At1g62540 mips_01_02 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g62580 mips_01_02 "similar to flavin-containing monooxygenase form 2 (sp|Q28505); similar to ESTs gb|T88100, gb|R30018, and gb|T23015"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g62620 mips_01_02 "similar to flavin-binding monooxygenase (Z71258); similar to ESTs gb|R30018, gb|T23015, and gb|T88100"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g65860 mips_02 ""
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
mips_63_99
at_At2g13440 - mips_03_03_03 "similar to glucose inhibited division protein A from prokaryotes"
at_At2g29720 - mips_01_01_10 "Hydroxylase/Oxygenase (CTF2B)"
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07_01
mips_01_20_33
at_At2g29990 - mips_02_11_05 "putative NADH dehydrogenase (ubiquinone oxidoreductase)"
mips_02_13
at_At4g29120 - mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_15
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_03
mips_01_07
at_At5g11320 mips_02 "putative protein"
mips_01_07
mips_01_20
mips_01_20_99
mips_02_11
mips_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_99
at_At5g22140 - mips_02_01 "putative protein"
mips_02_08
mips_02_16
mips_02_16_05
mips_11_01_01
mips_11_07_07
mips_63_21
mips_63_21_05
at_At5g24160 - mips_01_05_01_01_09 "squalene monooxygenase 1,2 (squalene epoxidase 1,2) (se 1,2) (sp|O65402)"
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_01_20_13
mips_02_11
mips_13_11_03
mips_13_11_03_01
mips_20_03
mips_20_07
mips_20_07_05
mips_20_07_07
mips_40_27
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_45_03_99
mips_67_15
at_At5g43890 mips_01 "dimethylaniline monooxygenase-like"
mips_02
mips_01_07
mips_01_20
mips_01_20_99
mips_02_11
mips_11
mips_11_07
mips_11_07_03
mips_14
mips_14_04
mips_25
mips_25_05
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_98
at_At5g45180 mips_02 "dimethylaniline monooxygenase (N-oxide-forming)-like protein"
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At5g54770 - mips_01_07 "thiazole biosynthetic enzyme precursor (ARA6) (sp|Q38814)"
mips_01_07_99
mips_03
mips_03_01
mips_03_01_05
mips_03_01_05_01
at_At5g67030 - mips_01_01 "zeaxanthin epoxidase"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_01_20_33
mips_67_15
Validation Accuracy: 9/19 (47.37%)
Validation Frequency class 'mips_47_03_11': 36/1980 (1.82%)
Evaluation on propertest data (3048 items):
at_At1g04610 mips_01_07 "putative dimethylaniline monooxygenase"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g12130 mips_01_01_99 "hypothetical protein"
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g12160 mips_01_02_01 "hypothetical protein"
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g62560 mips_01_01_99 "similar to flavin-containing monooxygenase (sp|P36366); similar to ESTs gb|R30018, gb|H36886, gb|N37822, and gb|T88100"
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g63370 mips_01_02_01 "flavin-binding monooxygenase, putative"
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g74470 - mips_01_05_01_01_09 "geranylgeranyl reductase"
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_02_11
mips_02_13
mips_13_11_03
mips_13_11_03_01
mips_20_03
mips_20_07
mips_20_07_05
mips_67_15
at_At2g17420 - mips_01_02_01 "putative thioredoxin reductase"
mips_01_03_04
mips_01_03_07
mips_01_20_37
mips_01_20_37_01
mips_11_01_01
mips_63_21
mips_63_21_05
at_At2g35660 - mips_01_01 "CTF2A"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_07_01
mips_01_20_33
mips_02_11
mips_67_15
at_At2g41680 - mips_01_02 "putative thioredoxin reductase"
mips_01_02_01
mips_01_03_04
mips_01_03_07
mips_01_20_37
mips_01_20_37_01
mips_13_01
mips_40_26
mips_40_26_03
mips_63_21
mips_63_21_05
at_At3g10370 - mips_02 "putative glycerol-3-phosphate dehydrogenase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_01
mips_02_11
mips_40_16
mips_63_17_01
mips_67
mips_67_15
at_At3g44190 - mips_01 "unknown protein"
mips_02
mips_01_05
mips_01_05_01
mips_02_01
mips_02_10
mips_02_11
mips_11
mips_11_01
mips_11_07
mips_13
mips_13_11
mips_40
mips_40_03
mips_63
mips_63_17
mips_63_17_09
mips_63_21
mips_63_21_05
mips_67
mips_67_15
mips_99
at_At4g14210 - mips_01_07_01 "phytoene dehydrogenase precursor (phytoene desaturase)"
mips_01_20_13
mips_01_20_17_03
mips_01_20_50
mips_13_03
mips_13_03_01
mips_30_26
mips_30_26_03
at_At4g32540 mips_01_07 "dimethylaniline monooxygenase - like protein"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At4g35460 - mips_01_02 "thioredoxin reductase (NADPH) 2"
mips_01_02_01
mips_01_03_04
mips_01_03_07
mips_01_20_37
mips_01_20_37_01
mips_63_21
mips_63_21_05
at_At5g05320 - mips_01_01_10_05 "monooxygenase"
mips_01_01_10_05_07
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_33
mips_67_15
at_At5g08740 - mips_02_13 "NADH dehydrogenase-like protein"
mips_13_01
mips_40_26
mips_40_26_03
at_At5g14220 - mips_01_07_01 "protoporphyrinogen IX oxidase"
mips_40_26
mips_40_26_03
mips_63_21
mips_63_21_07
at_At5g24140 - mips_02 "squalene monooxygenase 2 (squalene epoxidase 2) (SE 2) (sp|O65403)"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_01_20
mips_01_20_13
mips_02_11
mips_13
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_20
mips_20_03
mips_20_07
mips_20_07_05
mips_20_07_07
mips_40_27
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_45_03_99
mips_63_01
mips_67
mips_67_15
at_At5g25620 mips_01_07 "unknown protein"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At5g61290 mips_01_01 "putative protein"
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At5g67290 mips_01_01_01_11 "unknown protein"
mips_01_01_01_11_01
mips_01_01_01_11_07
mips_01_01_10
mips_01_01_10_05
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_11_09
mips_48
mips_63_11
mips_63_21
mips_63_21_05
Propertest Accuracy: 9/21 (42.86%)
Propertest Frequency class 'mips_47_03_11': 47/3048 (1.54%)
New (unknown) data (1980 items):
at_At1g56000 - no entry null
at_At3g09940 - mips_01_07 "putative monodehydroascorbate reductase (NADH)"
mips_02_08
mips_67
mips_67_15
at_At4g19380 - no entry null
at_At5g57030 - no entry null
at_At1g03990 - no entry null
at_At1g55980 - no entry null
at_At2g32640 - no entry null
at_At3g10230 - no entry null
at_At4g21490 - mips_02_08 "NADH dehydrogenase like protein"
mips_02_11
mips_02_13
mips_67_15
at_At4g28570 - no entry null
at_At4g30720 - no entry null
at_At5g11330 - mips_01_07 "putative protein"
at_At5g39940 - no entry null
------------------
Rule 91
b <= 0.00032
b.6 <= 0.0048
-> class mips_11_07_03 "detoxification by modification"
Evaluation on training data (3968 items):
at_At1g17800 - mips_02_11 "hypothetical protein"
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At1g18140 mips_01_20 "hypothetical protein"
mips_01_20_17
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
at_At1g21850 mips_01_20_17_01 "pectinesterase, putative"
mips_11_07_03
at_At1g48940 - mips_67_04_01 "similar to early nodulins gb|AAD23007.1"
mips_67_04_01_01
at_At1g71040 mips_01_20 "putative spore coat protein"
mips_01_20_17
mips_01_20_17_01
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_01
mips_01_20_99
mips_08
mips_08_19
mips_11_05
mips_11_05_01
mips_11_05_01_03
mips_11_05_01_99
mips_11_07
mips_11_07_03
mips_11_07_07
mips_11_07_99
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_02
mips_40_34
mips_40_34_09
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At1g72230 - mips_67_04_01 "blue copper protein - like predicted GPI-anchored protein"
mips_67_04_01_01
at_At1g75790 mips_01_20_17 "polymer protein, putative"
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At1g79800 - mips_04_05 "predicted GPI-anchored protein"
mips_04_05_01
mips_04_05_01_04
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At2g15770 - mips_02 "hypothetical protein"
mips_02_11
mips_02_13
mips_02_13_01
mips_11_01
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At2g15780 - mips_03_01_09 "putative protein"
mips_03_01_09_05
mips_04_05_01_01
at_At2g26720 - mips_67_04_01 "putative phytocyanin, predicted GPI-anchored protein"
mips_67_04_01_01
at_At2g29130 mips_01_20_17_01 "putative laccase (diphenol oxidase)"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At2g30210 mips_01_20_17_01 "putative laccase"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At2g32300 - mips_67_04_01_01 "uclacyanin I - like predicted GPI-anchored protein"
at_At2g38080 mips_01_20_17_01 "putative diphenol oxidase"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At2g44790 - mips_02_11 "phytocyanin, blue copper-binding protein II"
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At3g13390 mips_01_20_17_01 "L-ascorbate oxidase precursor, putative"
mips_11_07_03
at_At3g13400 mips_01_20 "pollen specific protein, putative"
mips_01_20_17
mips_01_20_17_01
mips_11_07
mips_11_07_03
mips_11_07_99
mips_30_01
at_At3g20570 - mips_67_04_01 "predicted GPI-anchored protein"
mips_67_04_01_01
at_At3g53330 - mips_02_11 "putative protein"
mips_02_13
mips_02_13_01
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At3g60270 - mips_67_04_01 "stellacyanin (uclacyanin 3) - like predicted GPI-anchored protein"
mips_67_04_01_01
at_At4g12420 mips_01_20 "pollen-specific protein - like predicted GPI-anchored protein"
mips_01_20_17
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
mips_30_01
at_At4g12880 - mips_67_04_01 "blue copper-binding protein, 15K (lamin)"
mips_67_04_01_01
at_At4g25240 mips_01_05 "Pollen-specific protein precursor like"
mips_01_20_17
mips_01_20_17_01
mips_11_07_03
mips_11_07_99
mips_30
at_At4g37160 mips_01_20_17 "pectinesterase like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_30_01
at_At4g39830 mips_01_07 "putative L-ascorbate oxidase"
mips_01_07_04
mips_01_20_17
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g01050 mips_01_20_17 "laccase -like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g05390 mips_01_20_17 "laccase (diphenol oxidase)"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
at_At5g07130 mips_01_20_17 "laccase-like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
at_At5g14350 - mips_04_05_99 "putative protein"
at_At5g20230 - mips_02 "blue copper binding protein (bcb)"
mips_02_11
mips_11_01
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At5g48100 mips_01_20_17_01 "laccase (diphenol oxidase)"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g51480 mips_01_20_17_01 "predicted GPI-anchored protein"
mips_11_07_03
mips_11_07_99
at_At5g57920 - mips_02_13 "phytocyanin/early nodulin-like protein"
mips_02_13_01
mips_67
mips_67_04_01
mips_67_04_01_01
mips_98
at_At5g58910 mips_01_20_17_01 "laccase precursor - like protein"
mips_01_20_99
mips_11_07_03
mips_11_07_99
Training Accuracy: 19/35 (54.29%)
Training Frequency class 'mips_11_07_03': 56/3968 (1.41%)
Evaluation on validation data (1980 items):
at_At1g08500 - mips_67_04 "predicted GPI-anchored protein"
mips_67_04_01
mips_67_04_01_01
at_At1g21860 mips_01_20_17_01 "pectinesterase, putative"
mips_01_20_99
mips_11_07_03
at_At1g55570 mips_01_20_17_01 "overlap with bases 100,099-109,160 of 'IGF' clone F20N2, gb|AC002328. This region is annotated in the F20N2 entry, gb|AC002328"
mips_11_07_03
at_At1g64640 - mips_67_04_01 "predicted GPI anchored protein"
mips_67_04_01_01
at_At1g76160 mips_01_20_17 "putative protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
at_At2g23990 - mips_67_04_01 "nodulin-like predicted GPI-anchored protein"
mips_67_04_01_01
at_At2g31050 - mips_02 "phytocyanin - like predicted GPI-anchored protein"
mips_02_11
mips_04_05_01
mips_04_05_01_04
mips_11
mips_11_01
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At3g27200 - mips_04 "blue copper protein, putative"
mips_40
mips_40_10
mips_67
mips_67_04_01
mips_67_04_01_01
mips_98
at_At3g60280 - mips_67_04_01 "uclacyanin 3"
mips_67_04_01_01
at_At4g30590 - mips_02_13 "predicted GPI-anchored protein"
mips_02_13_01
mips_67_04_01
mips_67_04_01_01
at_At4g31840 - mips_67_04_01 "predicted GPI-anchored protein"
mips_67_04_01_01
at_At4g38420 mips_01_20_17_01 "pectinesterase like protein"
mips_11_07_03
Validation Accuracy: 4/12 (33.33%)
Validation Frequency class 'mips_11_07_03': 35/1980 (1.77%)
Evaluation on propertest data (3048 items):
at_At1g22480 - mips_02 "blue copper protein precursor-like predicted GPI-anchored protein"
mips_02_11
mips_11
mips_11_01
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At1g23010 mips_01_20_17_01 "unknown protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_01
mips_08_19
mips_11_05_01_03
mips_11_05_01_99
mips_11_07_03
mips_11_07_07
mips_11_07_99
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_34
mips_40_34_09
mips_67_04_01
mips_67_04_01_01
at_At1g41830 mips_01_20_17_01 "pectinesterase, putative"
mips_01_20_99
mips_11_07_03
at_At1g55560 mips_01_20_17_01 ""
mips_11_07_03
mips_11_07_99
at_At2g02850 - mips_67_04_01 "putative basic blue protein (plantacyanin)"
mips_67_04_01_01
at_At2g23630 mips_01_20_17_01 "putative pectinesterase"
mips_11_07_03
mips_11_07_99
at_At2g25060 - mips_67_04_01 "early nodulin-like predicted GPI-anchored protein"
mips_67_04_01_01
at_At2g40370 mips_01_20_17_01 "putative laccase (diphenol oxidase)"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At2g46570 mips_01_20_17_01 "diphenol oxidase like protein"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At3g09220 mips_01_20_17 "putative laccase"
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At3g18590 - mips_67_04_01 "predicted GPI-anchored protein"
mips_67_04_01_01
at_At4g01380 - mips_02_13 "putative copper-containing glycoprotein"
mips_02_13_01
mips_67_04_01
mips_67_04_01_01
at_At4g22010 mips_01_20_17 "pectinesterase like protein"
mips_01_20_17_01
mips_11_07_03
mips_11_07_99
at_At4g27520 - mips_67_04_01 "predicted GPI-anchored protein"
mips_67_04_01_01
at_At4g28090 mips_01_20_17 "pectinesterase like protein"
mips_01_20_17_01
mips_11_07_03
at_At4g32490 - mips_02_11 "nodulin - like predicted GPI-anchored protein"
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At5g01040 mips_01 "laccase -like protein"
mips_01_07
mips_01_07_04
mips_01_20
mips_01_20_17
mips_01_20_17_01
mips_01_20_99
mips_11
mips_11_07
mips_11_07_03
mips_11_07_99
mips_99
at_At5g01190 mips_01_20_17_01 "laccase - like protein"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g03260 mips_01_20_17 "laccase (diphenol oxidase)-like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
at_At5g09360 mips_01_20_17 "laccase-like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
at_At5g15350 - mips_02_11 "putative protein"
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At5g21100 mips_01_07_04 "ascorbate oxidase-like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g25090 - mips_02 "phytocyanin-related protein-like"
mips_02_11
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_11
mips_11_01
mips_40
mips_40_10
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_98
mips_99
at_At5g26330 - mips_02 "copper binding protein - like, predicted GPI-anchored protein"
mips_02_11
mips_11_01
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At5g48450 mips_01_20_17 "putative protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
at_At5g53870 - mips_67_04_01 "predicted GPI-anchored protein"
mips_67_04_01_01
at_At5g60020 mips_01_20_17_01 "laccase - like protein"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g66920 mips_01_20_17 "pectinesterase like protein"
mips_01_20_17_01
mips_11_07
mips_11_07_03
mips_30_01
Propertest Accuracy: 17/28 (60.71%)
Propertest Frequency class 'mips_11_07_03': 46/3048 (1.51%)
New (unknown) data (1980 items):
at_At1g21090 - no entry null
at_At1g76100 - no entry null
at_At4g31660 - no entry null
at_At4g33930 - no entry null
at_At4g34300 - no entry null
at_At1g20340 - no entry null
at_At1g26680 - no entry null
at_At2g24700 - no entry null
at_At4g00260 - no entry null
at_At4g31680 - no entry null
at_At5g12060 - no entry null
at_At5g12070 - no entry null
at_At4g31640 - no entry null
at_At4g31690 - no entry null
at_At5g66980 - no entry null
------------------
Rule 74
b.78 <= 6.3e-07
g > 0.019
-> class mips_11_07_03 "detoxification by modification"
Evaluation on training data (3968 items):
at_At1g11330 mips_11_07_03 "receptor-like protein kinase, putative"
at_At1g61490 - mips_10_01 "S-like receptor protein kinase; member of gene cluster; similar to EST gb|T41816"
mips_10_01_01
mips_10_05
at_At1g61610 mips_10_01 ""
mips_10_01_01
mips_11
mips_11_07
mips_11_07_03
mips_67
mips_67_15
at_At5g60900 mips_11_07_03 "S-receptor kinase homolog 2 precursor"
Training Accuracy: 3/4 (75.00%)
Training Frequency class 'mips_11_07_03': 56/3968 (1.41%)
Evaluation on validation data (1980 items):
at_At1g61360 mips_11_07_03 "S-like receptor protein kinase; member of gene cluster; similar to EST gb|T41816"
mips_67_15
at_At4g32300 mips_11_07_03 "S-receptor kinase -like protein"
at_At5g35370 mips_10_05 "receptor-like protein kinase - like protein"
mips_11_07
mips_11_07_03
mips_67_15
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_11_07_03': 35/1980 (1.77%)
Evaluation on propertest data (3048 items):
at_At1g11350 - mips_10_01 "putative receptor-like protein kinase gi|4008010; similar to EST gb|AI999419.1"
mips_10_01_01
at_At1g16900 - mips_01_06_01 "hypothetical protein"
mips_01_20_01
mips_01_20_01_99
mips_30_01
mips_40_07
at_At1g65790 mips_11_07 "receptor kinase, putative"
mips_11_07_03
mips_67_15
at_At1g67520 mips_11_07_03 "putative receptor protein kinase"
at_At3g16030 - mips_01_04 "putative receptor kinase"
mips_06_07
mips_10_01
mips_10_01_01
mips_10_05
mips_63_19
at_At4g11900 mips_11_07_03 "KI domain interacting kinase 1 -like protein"
Propertest Accuracy: 3/6 (50.00%)
Propertest Frequency class 'mips_11_07_03': 46/3048 (1.51%)
New (unknown) data (1980 items):
at_At1g11300 - no entry null
at_At1g61380 - no entry null
at_At1g61480 - mips_10_05 "S-like receptor protein kinase; member of gene cluster; similar to EST gb|T41816"
at_At1g61550 - mips_10 ""
at_At2g01780 - no entry null
at_At5g03700 - no entry null
at_At1g11340 - no entry null
at_At1g11410 - no entry null
at_At1g61370 - no entry null
at_At1g61390 - no entry null
at_At1g61420 - no entry null
at_At1g61440 - no entry null
at_At1g61500 - mips_10_05 ""
at_At1g65800 - no entry null
at_At1g78850 - no entry null
at_At2g41890 - mips_10_05 "putative receptor-like protein kinase"
at_At3g12000 - no entry null
at_At3g51710 - no entry null
at_At4g21370 - no entry null
at_At4g21380 - no entry null
at_At4g27290 - no entry null
at_At5g18470 - no entry null
at_At1g11280 - no entry null
at_At1g61400 - no entry null
at_At1g61430 - no entry null
at_At1g78860 - no entry null
at_At4g21390 - no entry null
at_At4g27300 - no entry null
at_At5g39370 - no entry null
------------------
Rule 353
a.39.1 > 0.00087
c.3.1 <= 1.5e-06
d > 0.02
-> class mips_11_07_03 "detoxification by modification"
Evaluation on training data (3968 items):
at_At1g06820 - mips_01_03_04 "unknown protein"
mips_01_20_13
mips_01_20_17
mips_01_20_17_03
mips_01_20_50
mips_30_26
mips_30_26_03
mips_67_15
at_At1g12140 mips_02 "hypothetical protein"
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_40_16
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g12200 mips_01_02 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_40_27
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g19250 mips_01_01 "hypothetical protein"
mips_01_01_99
mips_02
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g24340 mips_01 "hypothetical protein"
mips_01_01
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_01_20_33
mips_11
mips_11_05
mips_11_05_01
mips_11_07
mips_11_07_03
mips_40_03
mips_67
mips_67_15
mips_98
at_At1g48910 mips_01_02_01 "hypothetical protein"
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_07
mips_01_20_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g58440 - mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_01_20_13
mips_13_11_03
mips_13_11_03_01
mips_20_03
mips_20_07
mips_20_07_05
mips_20_07_07
mips_45_03_05
mips_45_03_05_09
mips_45_03_99
at_At1g62570 mips_01_02 "similar to glutamate synthase"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
at_At1g62600 mips_01_02 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
at_At1g63340 mips_01_01_99 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g63390 mips_01_01_99 "unknown protein"
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_40_27
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At2g22830 - mips_02 "putative squalene epoxidase"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_01_20
mips_01_20_13
mips_02_11
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_20
mips_20_03
mips_20_07
mips_20_07_05
mips_20_07_07
mips_40_27
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_45_03_99
mips_67_15
at_At2g33230 mips_01_02 "putative flavin-containing monooxygenase"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At3g09580 - mips_02 "putative oxidoreductase"
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_02_11
mips_30
mips_30_26
mips_30_26_03
mips_40_03
mips_40_26
mips_40_26_03
mips_63_21
mips_63_21_07
at_At3g24200 - mips_02 "monooxygenase, putatve"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_07_01
mips_02_11
mips_40_07
mips_40_16
mips_40_99
mips_67_15
at_At4g01690 - mips_01_07_01 "protoporphyrinogen oxidase"
mips_40_26
mips_40_26_03
mips_63_21
mips_63_21_07
at_At4g15760 - mips_01_01 "hypothetical protein"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_33
mips_67_15
at_At4g28720 mips_01_07 "putative protein"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At4g32360 - mips_01_01 "MFDR (AtMFDR)"
mips_01_01_01
mips_01_01_01_01
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_11
mips_02_11_05
mips_63_21
mips_63_21_07
mips_67_15
at_At4g37760 - mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_01_20_13
mips_13_11_03
mips_13_11_03_01
mips_20_03
mips_20_07
mips_20_07_05
mips_20_07_07
mips_40_27
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_45_03_99
at_At4g38540 - mips_01_01_10 "monooxygenase 2 (MO2)"
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_07_01
mips_01_20_33
at_At5g03630 - mips_01_01 "monodehydroascorbate reductase (NADH) - like protein"
mips_01_07
mips_01_07_01
mips_02_08
mips_02_11
mips_63_17
mips_63_17_09
mips_67_15
at_At5g07800 mips_01_01 "dimethylaniline monooxygenase-like protein"
mips_01_01_99
mips_02
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At5g19180 - mips_03_01_03 "putative ubiquitin activating enzyme E1 (ECR1)"
mips_06_07_07
mips_06_13_01
at_At5g24150 - mips_01_05_01_01_09 "squalene monooxygenase"
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_01_20_13
mips_02_11
mips_13_11_03
mips_13_11_03_01
mips_20_03
mips_20_07
mips_20_07_05
mips_20_07_07
mips_40_27
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_45_03_99
mips_67_15
at_At5g48440 - mips_01_01_01_11 "putative protein"
mips_01_01_01_11_01
mips_01_01_01_11_07
mips_01_01_10_05
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_11_09
mips_48
mips_63_11
mips_63_21
mips_63_21_05
at_At5g63910 - mips_01_20 "unknown protein"
mips_01_20_17
mips_01_20_50
mips_06_13
mips_40_25
Training Accuracy: 12/27 (44.44%)
Training Frequency class 'mips_11_07_03': 56/3968 (1.41%)
Evaluation on validation data (1980 items):
at_At1g04180 mips_01_07 "putative dimethylaniline monooxygenase"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g07180 - mips_02_11_05 "unknown protein"
mips_02_13
mips_67_15
at_At1g21430 mips_01_02 "flavin-containing monooxygenases, putative"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_20_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g57770 - mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_01
mips_01_07
mips_01_07_01
mips_02_11
mips_63_21
mips_63_21_07
mips_67_15
at_At1g62540 mips_01_02 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g62580 mips_01_02 "similar to flavin-containing monooxygenase form 2 (sp|Q28505); similar to ESTs gb|T88100, gb|R30018, and gb|T23015"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g62620 mips_01_02 "similar to flavin-binding monooxygenase (Z71258); similar to ESTs gb|R30018, gb|T23015, and gb|T88100"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g65860 mips_02 ""
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
mips_63_99
at_At2g13440 - mips_03_03_03 "similar to glucose inhibited division protein A from prokaryotes"
at_At2g29720 - mips_01_01_10 "Hydroxylase/Oxygenase (CTF2B)"
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07_01
mips_01_20_33
at_At2g29990 - mips_02_11_05 "putative NADH dehydrogenase (ubiquinone oxidoreductase)"
mips_02_13
at_At4g29120 - mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_15
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_03
mips_01_07
at_At5g11320 mips_02 "putative protein"
mips_01_07
mips_01_20
mips_01_20_99
mips_02_11
mips_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_99
at_At5g22140 - mips_02_01 "putative protein"
mips_02_08
mips_02_16
mips_02_16_05
mips_11_01_01
mips_11_07_07
mips_63_21
mips_63_21_05
at_At5g24160 - mips_01_05_01_01_09 "squalene monooxygenase 1,2 (squalene epoxidase 1,2) (se 1,2) (sp|O65402)"
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_01_20_13
mips_02_11
mips_13_11_03
mips_13_11_03_01
mips_20_03
mips_20_07
mips_20_07_05
mips_20_07_07
mips_40_27
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_45_03_99
mips_67_15
at_At5g43890 mips_01 "dimethylaniline monooxygenase-like"
mips_02
mips_01_07
mips_01_20
mips_01_20_99
mips_02_11
mips_11
mips_11_07
mips_11_07_03
mips_14
mips_14_04
mips_25
mips_25_05
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_98
at_At5g45180 mips_02 "dimethylaniline monooxygenase (N-oxide-forming)-like protein"
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At5g54770 - mips_01_07 "thiazole biosynthetic enzyme precursor (ARA6) (sp|Q38814)"
mips_01_07_99
mips_03
mips_03_01
mips_03_01_05
mips_03_01_05_01
at_At5g67030 - mips_01_01 "zeaxanthin epoxidase"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_01_20_33
mips_67_15
Validation Accuracy: 9/19 (47.37%)
Validation Frequency class 'mips_11_07_03': 35/1980 (1.77%)
Evaluation on propertest data (3048 items):
at_At1g04610 mips_01_07 "putative dimethylaniline monooxygenase"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g12130 mips_01_01_99 "hypothetical protein"
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g12160 mips_01_02_01 "hypothetical protein"
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g62560 mips_01_01_99 "similar to flavin-containing monooxygenase (sp|P36366); similar to ESTs gb|R30018, gb|H36886, gb|N37822, and gb|T88100"
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g63370 mips_01_02_01 "flavin-binding monooxygenase, putative"
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g74470 - mips_01_05_01_01_09 "geranylgeranyl reductase"
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_02_11
mips_02_13
mips_13_11_03
mips_13_11_03_01
mips_20_03
mips_20_07
mips_20_07_05
mips_67_15
at_At2g17420 - mips_01_02_01 "putative thioredoxin reductase"
mips_01_03_04
mips_01_03_07
mips_01_20_37
mips_01_20_37_01
mips_11_01_01
mips_63_21
mips_63_21_05
at_At2g35660 - mips_01_01 "CTF2A"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_07_01
mips_01_20_33
mips_02_11
mips_67_15
at_At2g41680 - mips_01_02 "putative thioredoxin reductase"
mips_01_02_01
mips_01_03_04
mips_01_03_07
mips_01_20_37
mips_01_20_37_01
mips_13_01
mips_40_26
mips_40_26_03
mips_63_21
mips_63_21_05
at_At3g10370 - mips_02 "putative glycerol-3-phosphate dehydrogenase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_01
mips_02_11
mips_40_16
mips_63_17_01
mips_67
mips_67_15
at_At3g44190 - mips_01 "unknown protein"
mips_02
mips_01_05
mips_01_05_01
mips_02_01
mips_02_10
mips_02_11
mips_11
mips_11_01
mips_11_07
mips_13
mips_13_11
mips_40
mips_40_03
mips_63
mips_63_17
mips_63_17_09
mips_63_21
mips_63_21_05
mips_67
mips_67_15
mips_99
at_At4g14210 - mips_01_07_01 "phytoene dehydrogenase precursor (phytoene desaturase)"
mips_01_20_13
mips_01_20_17_03
mips_01_20_50
mips_13_03
mips_13_03_01
mips_30_26
mips_30_26_03
at_At4g32540 mips_01_07 "dimethylaniline monooxygenase - like protein"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At4g35460 - mips_01_02 "thioredoxin reductase (NADPH) 2"
mips_01_02_01
mips_01_03_04
mips_01_03_07
mips_01_20_37
mips_01_20_37_01
mips_63_21
mips_63_21_05
at_At5g05320 - mips_01_01_10_05 "monooxygenase"
mips_01_01_10_05_07
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_33
mips_67_15
at_At5g08740 - mips_02_13 "NADH dehydrogenase-like protein"
mips_13_01
mips_40_26
mips_40_26_03
at_At5g14220 - mips_01_07_01 "protoporphyrinogen IX oxidase"
mips_40_26
mips_40_26_03
mips_63_21
mips_63_21_07
at_At5g24140 - mips_02 "squalene monooxygenase 2 (squalene epoxidase 2) (SE 2) (sp|O65403)"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_01_20
mips_01_20_13
mips_02_11
mips_13
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_20
mips_20_03
mips_20_07
mips_20_07_05
mips_20_07_07
mips_40_27
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_45_03_99
mips_63_01
mips_67
mips_67_15
at_At5g25620 mips_01_07 "unknown protein"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At5g61290 mips_01_01 "putative protein"
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At5g67290 - mips_01_01_01_11 "unknown protein"
mips_01_01_01_11_01
mips_01_01_01_11_07
mips_01_01_10
mips_01_01_10_05
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_11_09
mips_48
mips_63_11
mips_63_21
mips_63_21_05
Propertest Accuracy: 8/21 (38.10%)
Propertest Frequency class 'mips_11_07_03': 46/3048 (1.51%)
New (unknown) data (1980 items):
at_At1g56000 - no entry null
at_At3g09940 - mips_01_07 "putative monodehydroascorbate reductase (NADH)"
mips_02_08
mips_67
mips_67_15
at_At4g19380 - no entry null
at_At5g57030 - no entry null
at_At1g03990 - no entry null
at_At1g55980 - no entry null
at_At2g32640 - no entry null
at_At3g10230 - no entry null
at_At4g21490 - mips_02_08 "NADH dehydrogenase like protein"
mips_02_11
mips_02_13
mips_67_15
at_At4g28570 - no entry null
at_At4g30720 - no entry null
at_At5g11330 - mips_01_07 "putative protein"
at_At5g39940 - no entry null
------------------
Rule 102
b.82.2 <= 7.4e-19
-> class mips_01_20_17 "biosynthesis of secondary products derived from primary amino acids"
Evaluation on training data (3968 items):
at_At1g03400 mips_01_01_99 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g06620 mips_01_01_99 "oxidoreductase, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g12010 mips_01_20_17_07 "putative amino-cyclopropane-carboxylic acid oxidase (ACC oxidase)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g14130 mips_01_20_17_07 "dioxygenase-like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g15540 mips_01_01_99 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
at_At1g17010 mips_01_20 "SRG1-like protein"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g30040 mips_01_20_17 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g44090 mips_01_20_17 "gibberelin 20-oxidase, putative"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g47990 mips_01_20_17_07 "dioxygenase, putative"
mips_20_20
mips_20_20_18
at_At1g52790 mips_01_01_99 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g60980 mips_01_01_99 "putative gibberellin 20-oxidase"
mips_01_20_13
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g62310 - mips_40_26 "hypothetical protein"
mips_40_26_03
at_At1g62380 mips_01_01 "Unknown protein (F24O1.10)"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g80330 mips_01_20_13 "putative gibberellin 3 beta-hydroxylase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g80340 mips_01_20 "gibberellin 3 beta-hydroxylase"
mips_01_20_13
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At2g25450 mips_01_01 "putative dioxygenase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At2g44800 mips_01_01_99 "putative flavonol synthase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g12900 mips_01_01_99 "hypothetical protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g20810 - mips_01 "unknown protein"
mips_01_06
mips_01_06_04
mips_04
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_04_05_01_04_05
mips_04_99
mips_11
mips_11_01
mips_11_01_01
mips_40_10
mips_98
at_At3g46490 - mips_01_01_99 "putative protein"
mips_20_20
mips_20_20_18
at_At3g46500 mips_01_20_17_07 "putative protein"
at_At3g49620 mips_01_20_17_07 "2-oxoacid-dependent oxidase (din11)"
mips_01_20_35_01_05
at_At3g50210 mips_01_20_17_07 "flavonol synthase - like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_20_20
mips_20_20_18
at_At3g60290 mips_01_01_99 "SRG1 - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g03050 mips_01_20_17_07 "2-oxoglutarate-dependent dioxygenase (AOP3)"
mips_20_20
mips_20_20_18
at_At4g03060 mips_01_20 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At4g10490 mips_01_20_17 "putative flavanone 3-beta-hydroxylase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g10500 mips_01_20_17_07 "putative Fe(II)/ascorbate oxidase"
mips_01_20_35_01
at_At4g16770 mips_01_01_99 "gibberellin oxidase-like protein"
mips_01_20_17
mips_01_20_17_07
mips_14
mips_14_01_05
mips_20_20
mips_20_20_18
at_At4g21200 mips_01_01_99 "gibberellin 20-oxidase - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g23340 mips_01_01_99 "putative protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g25310 mips_01_01_99 "SRG1-like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g06550 - mips_01_06_04 "putative protein"
mips_04_05_01_04_03
mips_04_05_01_04_05
mips_04_99
mips_11_01_01
at_At5g07200 mips_01_01_99 "gibberellin 20-oxidase"
mips_01_20_13
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g07480 mips_01_20_17 "putative protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g08640 mips_01_20_17 "flavonol synthase (FLS) (sp|Q96330)"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g20400 mips_01_20_17 "ethylene-forming-enzyme-like dioxygenase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g24530 mips_01_20_17 "flavanone 3-hydroxylase-like protein"
mips_01_20_17_07
at_At5g43450 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g54000 mips_01_20_17 "ethylene-forming-enzyme-like dioxygenase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g54100 - mips_03 "unknown protein"
mips_03_01
mips_03_01_03
mips_03_03
mips_03_03_01
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_30
mips_30_02
mips_30_04
mips_40_04
mips_62_01_01
mips_62_01_07
mips_63_01
mips_63_09
mips_67
mips_67_01
mips_67_01_01
mips_98
at_At5g58660 mips_01 "putative protein"
mips_01_01
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
mips_98
at_At5g59540 mips_01 "1-aminocyclopropane-1-carboxylate oxidase - like protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
mips_98
at_At5g63580 mips_01 "flavonol synthase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10
mips_20_20
mips_20_20_18
mips_98
at_At5g63590 mips_01_01 "flavonol synthase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g63600 mips_01_20_17_07 "1-aminocyclopropane-1-carboxylic acid oxidase-like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Training Accuracy: 41/46 (89.13%)
Training Frequency class 'mips_01_20_17': 216/3968 (5.44%)
Evaluation on validation data (1980 items):
at_At1g02400 mips_01_01_99 "hypothetical protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g06640 mips_01_01 "putative Iron/Ascorbate oxidoreductase family protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g15550 mips_01_20_13 "putative protein"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g17020 mips_01_20_17 "SRG1-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g52810 mips_01_20 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g77330 mips_01_01_99 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At2g19590 mips_01_20_17_07 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g19010 mips_01_20_17_07 "oxidase like protein"
at_At3g45880 - mips_01_06_04 "phospholipase - like protein"
at_At4g00990 - mips_40_26 "putative protein (fragment)"
mips_40_26_03
at_At4g21690 mips_01_20_13 "gibberellin 3 beta-hydroxylase - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g25300 mips_01_01_99 "SRG1-like protein"
mips_01_20_17_07
at_At5g20550 mips_01_20_17_07 "ethylene-forming-enzyme-like dioxygenase - like"
at_At5g51310 mips_01_20_17_07 "gibberellin 20-oxidase-like protein"
mips_20_20
mips_20_20_18
at_At5g59530 mips_01_01 "1-aminocyclopropane-1-carboxylate oxidase - like protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
Validation Accuracy: 13/15 (86.67%)
Validation Frequency class 'mips_01_20_17': 92/1980 (4.65%)
Evaluation on propertest data (3048 items):
at_At1g03410 mips_01_01 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g04350 mips_01_01_99 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g04380 mips_01_01 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At1g05010 mips_01_20 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g06650 mips_01 "oxidoreductase, putative"
mips_01_01
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_10
mips_10_05
mips_20
mips_20_20
mips_20_20_18
mips_98
at_At1g14120 mips_01_01_99 "dioxygenase like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g28030 mips_01_20 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At1g35190 mips_01_20_17 "hyoscyamine 6-dioxygenase hydroxylase, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g49390 mips_01_20_17_07 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g50960 mips_01_01_99 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g52800 mips_01_01 "putative oxidoreductase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g52820 mips_01_20_17_07 "putative oxidoreductase"
at_At1g55290 mips_01_01_99 "leucoanthocyanidin dioxygenase 2, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g78440 mips_01_20_17_07 "putative dioxygenase"
mips_20_20
mips_20_20_18
at_At1g78550 mips_01_01_99 "Hypothetical protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g80320 mips_01_20_17 "oxidoreductase like protein"
mips_01_20_17_07
mips_10
at_At2g06960 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g30830 mips_01_01_99 "putative dioxygenase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35_01
at_At2g30840 mips_01_01_99 "putative dioxygenase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g36690 mips_01_01_99 "putative giberellin beta-hydroxylase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g38240 mips_01_20_17_07 "putative anthocyanidin synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g11180 mips_01_01_99 "putative leucoanthocyanidin dioxygenase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g13610 mips_01_01_99 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g19000 mips_01_20_17 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g21420 mips_01_20_17 "unknown protein"
mips_01_20_17_07
at_At3g46480 mips_01_20 "putative protein"
mips_01_20_17
mips_01_20_17_07
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At3g47190 mips_01_01_99 "1-aminocyclopropane-1-carboxylic acid oxidase - like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g49630 mips_01_20_17_07 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_20_20
mips_20_20_18
at_At3g51240 mips_01_20_17 "flavanone 3-hydroxylase (FH3)"
mips_01_20_17_07
at_At3g55970 mips_01_20_17 "leucoanthocyanidin dioxygenase -like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g61400 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g03070 mips_01_01_99 "putative oxidoreductase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g16330 mips_01_20_17_07 "naringenin 3-dioxygenase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g22870 mips_01_01_99 "anthocyanidin synthase - like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g22880 mips_01_20_17_07 "putative leucoanthocyanidin dioxygenase (LDOX)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g25420 mips_01_01 "gibberellin 20-oxidase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g05600 mips_01_01_99 "leucoanthocyanidin dioxygenase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g43440 mips_01_01 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At5g51810 mips_01_20_17 "gibberellin 20-oxidase (emb|CAA58294.1)"
mips_01_20_17_07
at_At5g63080 - mips_63_17 "unknown protein"
mips_63_17_09
Propertest Accuracy: 39/40 (97.50%)
Propertest Frequency class 'mips_01_20_17': 183/3048 (6.00%)
New (unknown) data (1980 items):
at_At2g38500 - no entry null
at_At3g12940 - no entry null
at_At3g63290 - no entry null
at_At4g13400 - no entry null
at_At1g79760 - no entry null
at_At3g11150 - no entry null
at_At3g21360 - no entry null
at_At5g19840 - no entry null
at_At5g48020 - no entry null
at_At1g78280 - no entry null
------------------
Rule 658
a <= 0.02
c.66 <= 0.0072
-> class mips_01_20_17 "biosynthesis of secondary products derived from primary amino acids"
Evaluation on training data (3968 items):
at_At1g21130 mips_01_20_17 "O-methyltransferase, putative"
mips_01_20_17_03
mips_01_20_50
at_At1g77530 mips_01_20_17 "putative caffeic acid 3-O-methyltransferase"
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At3g53140 mips_01_20_05 "caffeic acid O-methyltransferase - like protein"
mips_01_20_05_11
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05_04
mips_11_05_05
mips_11_05_05_01
at_At4g35160 mips_01_20_17 "O-methyltransferase - like protein"
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05_04
at_At5g37170 mips_01_20_17 "caffeic acid O-methyltransferase-like protein"
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05_04
at_At5g54160 mips_01_20 "O-methyltransferase"
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05
mips_05_04
mips_20
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'mips_01_20_17': 216/3968 (5.44%)
Evaluation on validation data (1980 items):
at_At1g21100 mips_01_20 "O-methyltransferase, putative"
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05
mips_05_04
mips_20
at_At1g21110 mips_01_20_17 "O-methyltransferase, putative"
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05_04
at_At1g63140 mips_01_20_17_03 "caffeic O-methyltransferase, putative"
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At1g77520 mips_01_20_17_03 "putative caffeic acid 3-O-methyltransferase"
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At3g13180 - mips_04_01 "putative sun (fmu) protein"
mips_04_01_04
mips_40_10_07
at_At5g14620 - mips_03_01_05_01 "putative protein"
mips_03_01_09
mips_03_01_09_05
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'mips_01_20_17': 92/1980 (4.65%)
Evaluation on propertest data (3048 items):
at_At1g21120 mips_01 "O-methyltransferase, putative"
mips_01_20
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05
mips_05_04
mips_20
mips_98
at_At1g33030 mips_01_20_17 "putative protein"
mips_01_20_17_03
mips_01_20_35_01
mips_01_20_50
at_At1g51990 mips_01_20_17_03 ""
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At1g76790 mips_01_20 "catechol O-methyltransferase like protein"
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05
mips_05_04
mips_20
at_At4g35150 mips_01_20_17_03 "O-methyltransferase - like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At5g53810 mips_01 "caffeic acid 3-O-methyltransferase-like protein"
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_40
mips_98
Propertest Accuracy: 6/6 (100.00%)
Propertest Frequency class 'mips_01_20_17': 183/3048 (6.00%)
New (unknown) data (1980 items):
at_At5g10910 - no entry null
------------------
Rule 189
d.145.1 <= 3.9e-39
-> class mips_01_20_17 "biosynthesis of secondary products derived from primary amino acids"
Evaluation on training data (3968 items):
at_At1g26380 mips_01_05_01_01_01 "putative protein"
mips_01_20_17
mips_01_20_17_09
mips_02_16
at_At1g26400 mips_01_05_01_01_01 "hypothetical protein"
mips_01_20_17_09
mips_02_16
at_At1g26410 mips_01_20_17_09 "unknown protein"
mips_01_20_99
mips_20_20
mips_20_20_18
at_At1g26420 mips_02 "hypothetical protein"
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_02_16
mips_02_16_03
mips_40_16
mips_67_15
at_At1g30700 mips_01_20_17 "putative reticuline oxidase-like protein"
mips_01_20_17_09
mips_02_16
mips_40_19
mips_67_15
at_At1g30710 mips_01_20_17_09 "putative reticuline oxidase-like protein"
mips_01_20_99
mips_02_99
mips_20_20
mips_20_20_18
at_At1g30730 mips_01_20_17_09 "putative reticuline oxidase-like protein"
mips_40_19
at_At1g75450 - mips_02 "cytokinin oxidase (CKX6)"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_99
mips_02_16
mips_02_16_03
mips_02_99
mips_14
mips_14_04
mips_20
mips_20_20
mips_20_20_18
mips_25
mips_30
mips_30_04
mips_40_03
mips_40_04
mips_40_16
mips_67
mips_67_15
at_At2g27150 mips_01_03 "aldehyde oxidase (AO-3)"
mips_01_03_01
mips_01_03_01_01
mips_01_03_01_01_03
mips_01_20_17
mips_01_20_17_09
mips_02_11
mips_11_07
mips_11_07_07
mips_40_19
mips_67_15
at_At2g34790 mips_01 "putative berberine bridge enzyme"
mips_01_05
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_14
mips_14_04
mips_20
mips_20_20
mips_20_20_18
mips_25
mips_67
mips_67_15
mips_99
at_At2g46750 - mips_02 "unknown protein"
mips_01_05_01
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_02_99
mips_11_01
mips_30_04
mips_40_04
mips_40_16
mips_40_19
mips_67_15
at_At2g46760 - mips_01_05_01_01_01 "unknown protein"
mips_01_06_01
mips_01_07
mips_01_07_01
mips_02_16
mips_02_99
mips_30_04
mips_40_19
mips_67_15
at_At3g47930 mips_01_05_01_01_01 "L-galactono-1,4-lactone dehydrogenase - like protein"
mips_01_07_01
mips_01_20_17_09
mips_01_20_99
mips_02_16
mips_02_99
mips_20_20
mips_20_20_18
at_At3g63440 mips_01 "cytokinin oxidase -like protein"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_02_16
mips_02_16_03
mips_02_99
mips_11
mips_11_01
mips_20
mips_20_20
mips_20_20_18
mips_30
mips_30_04
mips_40
mips_40_03
mips_40_04
mips_40_16
at_At4g20800 mips_02 "putative protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_02_16
mips_40_04
mips_40_16
at_At4g20840 mips_01_20_17_09 "reticuline oxidase - like protein"
at_At4g20860 mips_01_05_01_01_01 "berberine bridge enzyme - like protein"
mips_01_20_17_09
mips_02_16
mips_02_99
at_At4g29740 - mips_02 "cytokinin oxidase - like protein"
mips_01_05_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_99
mips_02_16
mips_02_16_03
mips_02_99
mips_20
mips_20_20
mips_20_20_18
mips_30_04
mips_40_04
mips_40_16
mips_67_15
at_At4g34900 mips_01_03 "xanthine dehydrogenase"
mips_01_03_01
mips_01_03_01_01
mips_01_03_01_01_03
mips_01_20_17
mips_01_20_17_09
mips_02_11
mips_11_07
mips_11_07_07
mips_40_19
mips_67_15
at_At5g11540 mips_01_05_01_01_01 "putative protein"
mips_01_07_01
mips_01_20_17_09
mips_02_16
mips_02_99
mips_40_19
at_At5g44380 mips_01_06 "berberine bridge enzyme-like protein"
mips_01_20_17
mips_01_20_17_09
mips_02_16
mips_40_19
mips_67_15
at_At5g44410 mips_01_20_17_09 "berberine bridge enzyme-like protein"
at_At5g56490 - mips_01_05_01_01 "putative protein"
mips_01_05_01_01_01
mips_01_07_01
mips_02_16
mips_02_99
mips_40_04
mips_40_19
Training Accuracy: 18/23 (78.26%)
Training Frequency class 'mips_01_20_17': 216/3968 (5.44%)
Evaluation on validation data (1980 items):
at_At1g01980 mips_01_20_17_09 "hypothetical protein"
mips_01_20_99
mips_02_16
mips_20_20
mips_20_20_18
at_At1g30760 mips_02 "putative reticuline oxidase-like protein, 3' partial"
mips_01_05
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_02_99
mips_30
mips_30_04
mips_40_03
mips_40_04
at_At3g43600 mips_01 "putative aldehyde oxidase (AO3)"
mips_01_03
mips_02
mips_01_03_01
mips_01_03_01_01
mips_01_03_01_01_03
mips_01_05
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_02_11
mips_11
mips_11_01
mips_11_07
mips_11_07_07
mips_13
mips_13_11
mips_40_19
mips_67
mips_67_15
at_At4g20820 mips_01_20_17_09 "reticuline oxidase - like protein"
mips_02_16
at_At4g34890 mips_01_03_01 "xanthine dehydrogenase - like protein"
mips_01_03_01_01
mips_01_03_01_01_03
mips_01_20_17_09
mips_11_07_07
mips_13_11
mips_40_19
at_At4g36400 - mips_01 "unknown protein"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_01
mips_02_16
mips_02_16_03
mips_02_99
mips_14
mips_14_04
mips_25
mips_30
mips_30_04
mips_40_03
mips_40_04
mips_40_16
mips_40_19
mips_67
mips_67_15
at_At5g06580 - mips_01_05_01_01_01 "unknown protein"
mips_02_16
mips_02_16_03
mips_02_99
mips_40_19
Validation Accuracy: 5/7 (71.43%)
Validation Frequency class 'mips_01_20_17': 92/1980 (4.65%)
Evaluation on propertest data (3048 items):
at_At1g04580 mips_01_03 "aldehyde oxidase (AAO4)"
mips_01_03_01
mips_01_03_01_01
mips_01_03_01_01_03
mips_01_20_17
mips_01_20_17_09
mips_02_11
mips_11_07
mips_11_07_07
mips_40_19
mips_67_15
at_At1g11770 mips_01_20_17_09 "putative reticuline oxidase"
mips_01_20_99
mips_20_20
mips_20_20_18
at_At1g26390 mips_01 "putative protein"
mips_01_05
mips_01_05_01
mips_01_06
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_30
mips_30_04
mips_40_16
mips_40_19
mips_67
mips_67_15
at_At1g30720 mips_01 "putative reticuline oxidase-like protein"
mips_01_05
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_20
mips_20_20
mips_20_20_18
mips_40_04
at_At1g30740 mips_01_20_17_09 "putative reticuline oxidase-like protein"
mips_02_16
mips_40_19
at_At1g32300 mips_02 "hypothetical protein"
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_02_99
mips_20
mips_20_20
mips_20_20_18
mips_40_04
mips_40_16
mips_40_19
mips_67_15
at_At2g19500 mips_01_05_01_01_01 "cytokinin oxidase (CKX2)"
mips_01_07_01
mips_01_20_17_09
mips_01_20_99
mips_02_16
mips_02_99
mips_20_20
mips_20_20_18
at_At2g34810 mips_01_05_01 "putative berberine bridge enzyme"
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_20
mips_20_20
mips_20_20_18
mips_40_04
at_At2g41510 - mips_02 "putative cytokinin oxidase"
mips_01_05_01
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_99
mips_02_16
mips_20
mips_20_20
mips_20_20_18
mips_30_04
mips_40_04
mips_40_16
mips_40_19
mips_67_15
at_At2g46740 mips_01_07_01 "unknown protein"
mips_01_20_17_09
mips_01_20_99
mips_02_99
mips_20_20
mips_20_20_18
at_At4g20830 mips_01_20_17 "reticuline oxidase -like protein"
mips_01_20_17_09
at_At5g20960 mips_01_03 "aldehyde oxidase AAO1"
mips_01_03_01
mips_01_03_01_01
mips_01_03_01_01_03
mips_01_20_17
mips_01_20_17_09
mips_02_11
mips_11_07
mips_11_07_07
mips_40_19
mips_67_15
at_At5g44360 mips_01_20_17_09 "berberine bridge enzyme"
mips_02_99
mips_40_19
at_At5g44390 mips_01_20_17_09 "berberine bridge enzyme-like protein"
at_At5g44400 mips_01_05_01_01_01 "berberine bridge enzyme"
mips_01_20_17_09
mips_02_16
mips_20_20
mips_20_20_18
at_At5g44440 mips_01_20 "berberine bridge enzyme-like protein"
mips_01_20_17
mips_01_20_17_09
mips_02_16
mips_02_99
mips_40_04
mips_40_16
at_At5g56970 - mips_01_20_99 "cytokinin oxidase"
mips_02_16
mips_02_99
mips_20_20
mips_20_20_18
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_01
Propertest Accuracy: 15/17 (88.24%)
Propertest Frequency class 'mips_01_20_17': 183/3048 (6.00%)
New (unknown) data (1980 items):
------------------
Rule 71
c.108 > 0.0077
c.87.1 <= 1.6e-23
-> class mips_01_20_17 "biosynthesis of secondary products derived from primary amino acids"
Evaluation on training data (3968 items):
at_At1g01420 mips_01_20_17 "flavonol 3-o-glucosyltransferase, putative"
mips_01_20_17_07
mips_01_20_35_01
at_At1g05670 mips_01_05 "UDP glycosyltransferase UGT74E1"
mips_01_20_17
mips_01_20_17_07
at_At1g16980 - mips_01_05_04 "hypothetical protein"
mips_02_19
at_At1g17000 - mips_01_05_04 "hypothetical protein"
mips_02_19
at_At1g22360 mips_01_20_17_07 "putative protein"
at_At1g22380 mips_01_05 "hypothetical protein, 5' partial"
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At1g22400 mips_01_20_17 "Putative UDP-glucose glucosyltransferase"
mips_01_20_17_07
at_At1g30530 mips_01_20_17 "putative UDP-gulcoronosyl and UDP-glucosyl transferase family protein"
mips_01_20_17_07
at_At1g32900 - mips_01_05_01_03_02 "unknown protein"
mips_01_05_01_03_04
mips_02_19
mips_30_34
mips_30_34_07
mips_40_30
at_At1g50580 mips_01 "rhamnosyltransferase, putative"
mips_01_05
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_99
at_At1g52420 - mips_01_05_01_03_02 "glycosyl transferase, putative"
mips_06_07_02
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_99
mips_40_30
mips_40_34
mips_40_34_09
at_At1g64910 mips_01_20_17_07 "hypothetical protein"
at_At1g73370 - mips_01_05_01_03 ""
mips_01_05_01_03_02
mips_01_05_04
mips_01_05_99
mips_02_19
at_At1g78800 - mips_01_05_01_03 "hypothetical protein"
mips_01_06_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_40_30
at_At2g15490 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g22590 mips_01_20_17_07 "putative anthocyanidin-3-glucoside rhamnosyltransferase"
at_At2g22930 mips_01_20_17 "putative flavonol 3-O-glucosyltransferase"
mips_01_20_17_07
at_At2g23210 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g23260 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g28080 mips_01_05_01 "putative glucosyltransferase"
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_11_07
at_At2g29750 mips_01_05_01 "putative flavonol 3-O-glucosyltransferase"
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At2g30150 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g31750 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g31790 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g36770 mips_01_20_17_07 "putative glucosyl transferase"
at_At2g43840 mips_01_20_17_07 "putative glucosyltransferase"
at_At3g15940 - mips_02 "hypothetical protein"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_01_05_99
mips_02_11
mips_02_19
mips_14
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_34
mips_40_34_09
at_At3g16520 mips_01_20_17 "glucosyltransferase like protein"
mips_01_20_17_07
at_At3g21750 mips_01_20_17 "putative UDP-glucose glucosyltransferase"
mips_01_20_17_07
at_At3g21780 mips_01_20_17 "putative UDP-glucose glucosyltransferase"
mips_01_20_17_07
at_At3g22250 mips_01_20 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
at_At3g29320 - mips_01_05_01_01_02 "alpha-glucan phosphorylase, putative"
mips_01_05_01_03_02
mips_02_19
mips_02_99
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_11
mips_47_03_11_07
at_At3g29630 mips_01_20_17 "flavonol 3-O-Glucosyltransferase, putative"
mips_01_20_17_07
at_At3g42850 - mips_01_05_04 "arabinose kinase - like protein"
mips_01_20_01
at_At3g43190 - mips_02 "sucrose synthase like protein"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_01_03_04
mips_01_05_99
mips_02_19
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_07
mips_40_34
mips_40_34_09
at_At3g46660 mips_01_20_17_07 "glucosyltransferase-like protein"
at_At3g46700 mips_01_20_17 "glucuronosyl transferase-like protein"
mips_01_20_17_07
at_At4g10120 - mips_01_05_01_03_02 "sucrose-phosphate synthase - like protein"
mips_01_05_01_03_04
mips_01_05_99
mips_02_19
mips_30_34
mips_30_34_07
mips_40_30
at_At4g15270 mips_01_20_17_07 "UTP-glucose glucosyltransferase like protein"
at_At4g15280 mips_01_20_17 "UTP-glucose glucosyltransferase"
mips_01_20_17_07
at_At4g15500 mips_01_20_17_07 "indole-3-acetate beta-glucosyltransferase like protein"
at_At4g27570 mips_01_20_17 "UDP rhamnose--anthocyanidin-3-glucoside rhamnosyltransferase - like protein"
mips_01_20_17_07
at_At4g36770 mips_01 "glucosyltransferase-like protein"
mips_01_05
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
at_At5g03490 mips_01_05 "UDPG glucosyltransferase - like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At5g05860 mips_01_20_17 "glucuronosyl transferase-like protein"
mips_01_20_17_07
at_At5g05870 mips_01_20_17_07 "glucuronosyl transferase-like protein"
at_At5g05890 mips_01_20_17_07 "glucuronosyl transferase-like protein"
at_At5g11110 - mips_01 "sucrose-phosphate synthase -like protein"
mips_01_05
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_01_03_04
mips_01_05_99
mips_02_19
mips_30
mips_30_34
mips_30_34_07
mips_98
at_At5g12890 mips_01_05_01_03 "glucosyltransferase -like protein"
mips_01_20_17
mips_01_20_17_07
at_At5g17050 mips_01_05_01 "UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At5g20410 - mips_01_05 "monogalactosyldiacylglycerol synthase"
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_01_03_04
mips_01_06
mips_01_06_01
mips_01_06_01_03
mips_01_06_99
mips_30
mips_30_34
mips_30_34_07
at_At5g20830 - mips_01_05_01_03_02 "sucrose-UDP glucosyltransferase"
mips_01_05_01_03_04
mips_01_05_99
mips_02_19
mips_30_34
mips_30_34_07
at_At5g38040 mips_01_20_17 "glucosyltransferase-like protein"
mips_01_20_17_07
at_At5g49190 - mips_01_05_04 "sucrose synthase"
mips_01_05_99
mips_02_19
at_At5g54010 mips_01 "flavonol 3-O-glucosyltransferase-like protein"
mips_01_05
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At5g65550 mips_01_20_17_07 "anthocyanidin-3-glucoside rhamnosyltransferase"
at_At5g66690 mips_01_05 "UTP-glucose glucosyltransferase"
mips_01_20_17
mips_01_20_17_07
Training Accuracy: 42/57 (73.68%)
Training Frequency class 'mips_01_20_17': 216/3968 (5.44%)
Evaluation on validation data (1980 items):
at_At1g01390 mips_01_20_17_07 "flavonol 3-o-glucosyltransferase, putative"
mips_01_20_35
mips_01_20_35_01
at_At1g04920 - mips_01_05_01_03 "sucrose-phosphate synthase, putative"
mips_01_05_99
mips_02_11
mips_02_19
mips_30_34
at_At1g05530 mips_01_20_17_07 "hypothetical protein"
at_At1g07250 mips_01_20_17_07 "putative 3-o-glucosyltransferase"
at_At1g07260 mips_01_20_17 "hypothetical protein"
mips_01_20_17_07
at_At1g22340 mips_01_20_17_07 "hypothetical protein"
at_At1g64920 mips_01_20_17_07 "hypothetical protein"
at_At1g68020 - mips_02 "putative trehalose-6-phosphate synthase"
mips_01_05_01
mips_01_05_04
mips_02_19
mips_11_01
at_At1g73880 mips_01_06 "putative glucosyltransferase"
mips_01_06_04
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At1g75420 - mips_02 "unknown protein"
mips_01_05_01
mips_01_05_01_03
mips_01_06
mips_01_06_01
mips_02_11
mips_06_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_40_07
mips_40_16
mips_40_34
mips_40_34_09
at_At2g23250 mips_01_20_17 "putative glucosyltransferase"
mips_01_20_17_07
at_At2g26480 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g29740 mips_01_20_17_07 "putative flavonol 3-O-glucosyltransferase"
at_At2g36750 mips_01_20_17 "putative glucosyl transferase"
mips_01_20_17_07
at_At2g36760 mips_01_20_17 "putative glucosyl transferase"
mips_01_20_17_07
at_At2g36780 mips_01_20_17_07 "putative glucosyl transferase"
at_At2g43820 mips_01_20_17_07 "putative glucosyltransferase"
at_At3g10630 - mips_01_05_99 "unknown protein"
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_40_34
mips_40_34_09
at_At3g11340 mips_01_20 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_11_07
at_At3g21560 mips_01_20_17_07 "UDP-glucose:indole-3-acetate beta-D-glucosyltransferase, putative"
at_At3g46650 mips_01_20_17_07 "glucosyltransferase-like protein"
at_At3g46670 mips_01 "glucosyltransferase-like protein"
mips_01_05
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At3g46680 mips_01_20_17 "glucosyltransferase-like protein"
mips_01_20_17_07
mips_11_07
at_At3g53150 mips_01_20_17_07 "glucosyltransferase - like protein"
at_At4g15260 mips_01_20_17_07 "glucosyltransferase"
at_At4g16130 - mips_01 "galactokinase like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_04
mips_01_20
mips_01_20_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_40_03
mips_63
mips_63_13
mips_63_13_01
mips_63_19
mips_63_19_03
at_At4g18240 - mips_02 "starch synthase-like protein"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06
mips_01_06_01
mips_02_19
mips_06_07
mips_30_01
mips_30_34
mips_40_07
mips_40_16
mips_40_30
at_At4g19460 - mips_01_05_01_03 "putative protein"
mips_01_06_01
mips_02_11
mips_30_01
mips_40_07
at_At4g27550 - mips_01_05_04 "trehalose-6-phosphate synthase - like protein"
mips_02_19
at_At5g05880 mips_01_20_17 "glucuronosyl transferase-like protein"
mips_01_20_17_07
mips_11_07
at_At5g14860 - mips_01_05_01_03 "glucosyltransferase -like protein"
mips_01_05_01_03_04
at_At5g17030 mips_01_20_17_07 "UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
at_At5g24300 - mips_01_05_01_03 "soluble starch synthase"
mips_01_05_01_03_02
mips_01_05_99
mips_02_19
mips_30_34
at_At5g37950 mips_01_20_17 "glucuronosyl transferase-like protein"
mips_01_20_17_07
mips_11_07
at_At5g38010 mips_01_20 "glucosyltransferase-like protein"
mips_01_20_17
mips_01_20_17_07
mips_11_07
at_At5g49690 mips_01_20 "anthocyanidin-3-glucoside rhamnosyltransferase-like"
mips_01_20_17
mips_01_20_17_07
Validation Accuracy: 26/36 (72.22%)
Validation Frequency class 'mips_01_20_17': 92/1980 (4.65%)
Evaluation on propertest data (3048 items):
at_At1g05560 mips_01_20_17 "UDP-Glucose Transferase (UGT75B2)"
mips_01_20_17_07
at_At1g05680 mips_01_20_17_07 "putative indole-3-acetate beta-glucosyltransferase"
at_At1g06000 mips_01_05 "unknown protein"
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At1g07240 mips_01_20_17_07 "unknown protein"
at_At1g10400 mips_01_20_17 "puative glucosyl transferase"
mips_01_20_17_07
at_At1g11720 - mips_01_05_01_03_02 "putative glycogen synthase"
mips_02_19
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_34
mips_40_34_09
at_At1g19710 - mips_14_04_01 "hypothetical protein"
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_40_34
mips_40_34_09
at_At1g22370 mips_01_20 "putative UDP-glucose glucosyltransferase"
mips_01_20_17
mips_01_20_17_07
at_At1g24100 mips_01_20_17_07 "putative indole-3-acetate beta-glucosyltransferase"
at_At1g51210 mips_01_05_01_01_01 "putative glucosyl transferase"
mips_01_20_17_07
at_At1g73160 - mips_14_04_01 "putative glycosyl transferase"
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_34
mips_40_34_09
at_At1g73740 mips_01_05_01_03_02 "putative UDP-N-acetylglucosamine--N-acetylmuramyl-(pentapeptide)-pyrophosphoryl-undecaprenol N-acetylglucosamine transferase"
mips_01_05_01_03_04
mips_01_20_17_07
mips_30_34
mips_30_34_07
at_At1g78270 mips_01_20_17 "similar to glucoronosyl transferase-like protein; similar to ESTs gb|AI996767.1, emb|Z46520.1, gb|T44500.1, and gb|AI099822.1"
mips_01_20_17_07
at_At2g15480 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g16890 - mips_01_05_01_03 "glucosyltransferase like protein"
mips_01_05_01_03_04
at_At2g18560 mips_01_20_17 "putative flavonol 3-O-glucosyltransferase"
mips_01_20_17_07
at_At2g18570 mips_01_20_17_07 "putative flavonol 3-O-glucosyltransferase"
at_At2g29710 mips_01_20_17_07 "putative flavonol 3-O-glucosyltransferase"
at_At2g29730 mips_01_20_17_07 "putative flavonol 3-O-glucosyltransferase"
at_At2g30140 mips_01_20_17 "putative glucosyltransferase"
mips_01_20_17_07
at_At2g36790 mips_01_20_17_07 "putative glucosyl transferase"
at_At2g36970 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g40190 - mips_01_05 "unknown protein"
mips_01_05_01_03
mips_01_06
mips_06
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30
mips_30_34
mips_40
mips_40_34
mips_40_34_09
at_At3g21800 mips_01_05_01 "putative UDP-glucose glucosyltransferase"
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At3g45100 - mips_01_05_01 "n-acetylglucosaminyl-phosphatidylinositol-like protein"
mips_01_05_01_03
mips_01_06
mips_01_06_01
mips_06_07
mips_30_01
mips_30_34
mips_40_07
mips_40_16
mips_40_30
at_At3g46690 mips_01_20_17_07 "glucuronosyl transferase-like protein"
at_At3g46720 mips_01 "glucuronosyl transferase-like protein"
mips_01_05
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_11
mips_11_07
at_At3g46970 - mips_01_05_01_01_02 "starch phosphorylase H (cytosolic form) - like protein"
mips_01_05_01_03_02
mips_02_19
mips_02_99
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_11
mips_47_03_11_07
at_At3g53160 mips_01_20_17_07 "glucosyltransferase - like protein"
at_At3g55700 mips_01_20_17_07 "glucuronosyl transferase - like protein"
at_At3g55710 mips_01 "glucuronosyl transferase - like protein"
mips_01_05
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_11
mips_11_07
mips_99
at_At4g01070 mips_01_20_17_07 "putative flavonol glucosyltransferase"
mips_01_20_35
mips_01_20_35_01
at_At4g02280 - mips_01_05_01_03_02 "putative sucrose synthetase"
mips_01_05_01_03_04
mips_01_05_99
mips_02_19
mips_30_34
mips_30_34_07
at_At4g09500 mips_01 "putative protein"
mips_01_05
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_99
at_At4g15480 mips_01 "indole-3-acetate beta-glucosyltransferase like protein"
mips_01_05
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_98
at_At4g15490 mips_01_20_17 "indole-3-acetate beta-glucosyltransferase like protein"
mips_01_20_17_07
at_At4g15550 mips_01_05_01 "UDP-glucose:indole-3-acetate beta-D-glucosyltransferase (iaglu)"
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_06_07
at_At4g27560 mips_01_20_17_07 "UDP rhamnose-anthocyanidin-3-glucoside rhamnosyltransferase - like protein"
at_At4g31780 - mips_01_05_01_03_02 "monogalactosyldiacylglycerol synthase - like protein"
mips_01_05_01_03_04
mips_01_06_01_03
mips_01_06_99
mips_30_34
mips_30_34_07
at_At4g34131 mips_01_20_17_07 "glucosyltransferase -like protein"
at_At4g34135 mips_01_20_17_07 "glucosyltransferase like protein"
at_At4g34138 mips_01_20_17_07 "glucosyltransferase -like protein"
at_At5g05900 mips_01_05 "glucuronosyl transferase-like protein"
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At5g17040 mips_01_20_17 "UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
mips_01_20_17_07
at_At5g20280 - mips_01_05 "sucrose-phosphate synthase-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_01_03_04
mips_01_05_99
mips_02_19
mips_30
mips_30_34
mips_30_34_07
mips_40_30
at_At5g26310 mips_01_20_17_07 "UTP-glucose glucosyltransferase - like protein"
at_At5g37180 - mips_01_05_01_03 "sucrose synthase-like protein"
mips_01_05_99
mips_01_06_01
mips_02_19
mips_40_30
at_At5g53990 mips_01_20_17 "flavonol 3-O-glucosyltransferase-like protein"
mips_01_20_17_07
at_At5g54060 mips_01_20_17_07 "flavonol 3-O-glucosyltransferase-like"
at_At5g59070 - mips_01_05_01_03 "hexosyltransferase - like protein"
mips_01_05_01_03_02
mips_01_06_01
mips_02_11
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_40_07
mips_40_30
mips_40_34
mips_40_34_09
at_At5g59580 mips_01_20 "glucuronosyl transferase - like protein"
mips_01_20_17
mips_01_20_17_07
at_At5g59590 mips_01_20_17 "glucuronosyl transferase - like protein"
mips_01_20_17_07
mips_11_07
Propertest Accuracy: 40/52 (76.92%)
Propertest Frequency class 'mips_01_20_17': 183/3048 (6.00%)
New (unknown) data (1980 items):
at_At2g36800 - no entry null
at_At3g07020 - no entry null
at_At3g21760 - no entry null
at_At3g21790 - no entry null
at_At5g01220 - mips_30_34 "unknown protein"
mips_40_30
at_At5g24750 - no entry null
at_At1g43620 - no entry null
at_At3g50740 - no entry null
at_At4g14090 - no entry null
------------------
Rule 1038
a > 0.02
b.34.5 > 1.5e-15
b.40.4 <= 0.0049
d.10 > 1.6e-16
g.40.1 > 0.015
-> class mips_03_01_03 "DNA synthesis and replication"
Evaluation on training data (3968 items):
at_At1g01030 - mips_20_20 "DNA-binding protein, putative"
mips_20_20_18
at_At1g06790 - mips_03_01 "RNA polymerase, putative"
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_01_99
mips_04_01
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_04_01
mips_11_07
mips_11_07_07
mips_25_05_10
mips_40_10_99
mips_63_03_01
at_At1g08130 - mips_03_01_05_01 "DNA ligase"
mips_03_01_05_01_01
mips_03_01_05_01_99
mips_03_01_05_03
mips_11_01_09
mips_14_01_01
mips_25_05_99
mips_30_10
mips_30_10_03
mips_62_01
mips_62_01_07
at_At1g34710 mips_03_01_03 "hypothetical protein"
at_At1g49250 mips_03_01 "hypothetical protein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_01_01
mips_03_01_05_01_99
mips_03_01_05_03
mips_03_03
mips_06_10
mips_11_01
mips_11_01_09
mips_14_01
mips_14_01_01
mips_25_05_99
mips_30_10
mips_30_10_03
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
at_At1g49400 - mips_05 "hypothetical protein"
mips_05_01
mips_05_01_01
mips_05_04
mips_05_04_03
mips_06
mips_06_10
mips_08
mips_40
mips_40_16
mips_63
mips_63_03
mips_67
mips_99
at_At1g54250 - mips_04_01 "RNA polymerase I, II and III 16.5 kDa subunit"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_01
mips_40_10_99
mips_63_17_09
at_At2g01440 mips_03_01_03 "putative ATP-dependent DNA helicase RECG"
mips_03_01_03_01
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_03
mips_20_25
mips_20_25_16
mips_40_37
mips_63_03_01
mips_63_19_03
at_At2g04520 - mips_05 "putative translation initiation factor eIF-1A"
mips_05_04
mips_05_04_01
mips_14
mips_14_01
mips_14_01_01
mips_40_03
mips_40_27
mips_48
mips_62
mips_62_01
mips_62_01_07
mips_63_01
mips_63_03
mips_63_03_03
mips_63_19
mips_63_19_03
at_At2g05090 - mips_14_04_03 "putative replication protein A1"
mips_14_04_03_03
at_At2g05870 mips_03_01 "hypothetical protein"
mips_03_01_03
at_At2g05890 mips_03 "putative replication protein A1"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_03
mips_40_10_99
mips_63_03
at_At2g07630 mips_03 "putative replication protein A1"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_05
mips_40
mips_40_10
mips_40_10_99
mips_63_03
mips_63_19
at_At2g10370 mips_03_01_03 "putative replication protein A1"
at_At2g14450 mips_03_01 "putative replication protein A1"
mips_03_01_03
at_At2g16010 mips_03_01_03 "putative replication protein A1"
at_At2g24900 mips_03_01 "putative replication protein A1"
mips_03_01_03
at_At2g40290 - mips_01_03 "putative eukaryotic translation initiation factor 2 alpha subunit, eIF2"
mips_01_03_01
mips_01_03_04
mips_01_03_07
mips_04_05
mips_04_05_05
mips_05
mips_05_01
mips_05_04
mips_05_04_01
mips_10_01
mips_40_03
mips_63_03
at_At3g13260 mips_03_01_03 "hypothetical protein"
at_At3g22900 - mips_03_01 "unknown protein"
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_01_99
mips_04_05_01_01
mips_04_05_01_04_01
mips_11_01
mips_11_07
mips_11_07_07
mips_25_05_10
mips_40_10_99
mips_63_03_01
at_At3g23700 - mips_04_01 "unknown protein"
mips_04_01_04
at_At3g26560 - mips_04_05_05 "ATP-dependent RNA helicase, putative"
mips_04_05_05_01
mips_04_05_05_01_10
mips_04_05_05_11
mips_06_10
mips_40_10_99
at_At3g30150 mips_03 "hypothetical protein"
mips_03_01
mips_03_01_03
mips_29
at_At3g31930 mips_03 "hypothetical protein"
mips_03_01
mips_03_01_03
at_At3g32270 mips_03_01 "hypothetical protein"
mips_03_01_03
at_At3g42420 - mips_03_01_05_01 "putative protein"
at_At3g42460 mips_03_01_03 "putative protein"
at_At3g48930 - mips_05_04_03 "cytosolic ribosomal protein S11"
mips_62_01_07
mips_62_02_99
at_At3g59600 - mips_04_01 "putative protein"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_01
at_At4g05570 mips_03_01_03 ""
at_At4g07310 mips_03 ""
mips_03_01
mips_03_01_03
at_At4g07430 mips_03_01_03 ""
at_At4g14660 - mips_03 "RNA polymerase II fifth largest subunit like protein"
mips_03_01
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_01_99
mips_04_05
mips_04_05_01
mips_04_05_01_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_11
mips_11_01
mips_11_07
mips_11_07_07
mips_14
mips_14_04
mips_25
mips_25_05
mips_25_05_10
mips_40_10_99
mips_63_03
mips_63_03_01
at_At4g18590 - mips_03_03 "pollen-specific protein - like"
mips_03_03_02
mips_06_07
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_03
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_14_04_03
mips_14_04_03_05
mips_14_04_07
mips_40_10_99
mips_63_17_09
at_At4g19130 - mips_03_01_05_03 "replication A protein-like"
mips_14_04_03
mips_14_04_03_03
at_At5g08020 mips_03_01_03 "replication factor A - like protein"
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_03
mips_05_04
mips_14_04_03
mips_14_04_03_03
mips_40_10_99
at_At5g23740 - mips_05_01 "40S ribosomal protein S11"
mips_05_01_01
mips_05_04
mips_05_04_03
mips_06_10
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_99
mips_63_03_03
at_At5g27480 mips_03_01 "putative protein"
mips_03_01_03
at_At5g28980 mips_03 "replication protein - like"
mips_03_01
mips_03_01_03
mips_99
at_At5g33200 mips_03_01_03 "putative protein"
mips_03_01_05
at_At5g34960 mips_03 "putative protein"
mips_03_01
mips_03_01_03
at_At5g35040 mips_03_01_03 "replication protein A1 - like"
at_At5g36830 mips_03_01_03 "putative protein"
at_At5g57160 - mips_03_01_05 "putative protein"
mips_03_01_05_01
mips_03_01_05_01_99
mips_03_01_05_03
mips_03_03_02
mips_14_04_03
mips_14_04_03_05
mips_63_03_01
at_At5g59180 - mips_03_01_05_01 "RNA polymerase II"
mips_03_01_05_01_99
mips_04_05_01_01
mips_04_05_01_04_01
mips_11_07_07
mips_25_05_10
mips_63_03_01
at_At5g61000 mips_03 "RNA helicase"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_03
mips_05
mips_05_04
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_03
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_63_19
Training Accuracy: 26/46 (56.52%)
Training Frequency class 'mips_03_01_03': 98/3968 (2.47%)
Evaluation on validation data (1980 items):
at_At1g12800 - mips_05_01 "putative protein"
mips_20_25_16
mips_63_03_01
at_At1g35920 - mips_03_01_05_01 "hypothetical protein"
mips_03_01_05_03
mips_14_04_03
mips_14_04_03_03
at_At1g44860 mips_03_01_03 "hypothetical protein"
at_At1g52950 mips_03 "replication protein A1, putative"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_03
mips_05
mips_05_04
mips_40_10_99
mips_63_03
mips_63_19
at_At1g65440 - mips_03_01_09 ""
mips_03_01_09_05
mips_04_05_01_01
at_At1g71720 - mips_04_01 "RIBOSOMAL PROTEIN, putative"
mips_04_01_04
mips_05_01
mips_40_26
mips_40_26_03
mips_63_03_01
at_At2g11360 mips_03_01_03 "putative replication protein A1"
at_At2g14330 mips_03_01_03 "putative replication protein A1"
mips_40_10_99
at_At2g36080 - mips_20 "putative RAV2-like DNA binding protein"
mips_20_20
mips_20_20_18
mips_25_03
at_At3g30500 mips_03_01 "hypothetical protein"
mips_03_01_03
at_At3g30550 - mips_03_01_05_01 "putative replication protein"
mips_03_01_05_03
at_At3g31990 - mips_14_04_03 "hypothetical protein"
mips_14_04_03_03
at_At3g42400 mips_03 "putative replication protein"
mips_03_01
mips_03_01_03
at_At3g42980 mips_03_01_03 "putative protein"
mips_03_01_05
at_At3g43040 mips_03_01_03 "putative protein"
at_At3g59980 - mips_05_10 "unknown protein"
mips_10
mips_10_05_99
mips_13_05
mips_13_11
mips_13_11_03
mips_13_11_03_03
mips_14_04_09
mips_14_04_09_01
mips_14_10
mips_14_10_02
mips_40_27
at_At4g01500 - mips_20 "putative DNA-binding protein"
mips_20_20
mips_20_20_18
mips_25_03
at_At4g07480 mips_03 "hypothetical protein"
mips_03_01
mips_03_01_03
at_At4g07790 mips_03_01_03 "hypothetical protein"
at_At4g14520 - mips_03_01 "hypothetical protein"
mips_03_01_05
mips_03_01_05_01_99
mips_04_05_01_01
mips_04_05_01_04_01
mips_11_07_07
mips_14_04
mips_25_05_10
at_At4g26310 - mips_05_04 "unknown protein"
mips_05_04_02
at_At5g05470 - mips_05_01 "eukaryotic translation initiation factor 2 alpha subunit-like protein"
mips_05_04_01
at_At5g28940 - mips_03_01_05_01 "replication protein - like"
mips_03_01_05_03
at_At5g34950 mips_03_01_03 "putative protein"
at_At5g35280 mips_03_01_03 "putative protein"
at_At5g35680 - mips_05_04 "unknown protein"
mips_05_04_01
mips_14_01
mips_14_01_01
mips_40_27
mips_48
mips_62
mips_62_01
mips_62_01_07
mips_63_03_03
mips_63_19_03
at_At5g37080 mips_03 "putative protein"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_03
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_99
at_At5g45400 mips_03_01_03 "replication protein A1-like"
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_03
mips_05_04
mips_40_10_99
Validation Accuracy: 14/28 (50.00%)
Validation Frequency class 'mips_03_01_03': 57/1980 (2.88%)
Evaluation on propertest data (3048 items):
at_At1g03360 - mips_01_03 "hypothetical protein"
mips_01_03_16
mips_01_03_16_01
mips_04_01
mips_04_01_04
mips_05
mips_05_01
mips_05_01_99
mips_06_10
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_03_03
at_At1g35950 mips_03_01 "hypothetical protein"
mips_03_01_03
at_At1g36510 mips_03_01_03 "hypothetical protein"
at_At1g42400 mips_03_01_03 "hypothetical protein"
at_At1g79850 - mips_05 "30S ribosomal protein S17, chloroplast precursor (CS17)"
mips_05_01
mips_05_01_01
mips_05_04
mips_05_04_03
mips_06_10
mips_08
mips_40_16
at_At2g06510 mips_03_01_03 "putative replication protein A1"
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_03
mips_05_04
mips_14_04_03
mips_14_04_03_03
mips_40_10_99
at_At2g14780 mips_03_01_03 "putative replication protein A1"
at_At2g17510 - mips_04_01 "putative mitotic control protein dis3"
mips_04_01_04
at_At3g13270 mips_03_01_03 "hypothetical protein"
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_03
mips_40_10_99
at_At3g18880 - mips_05_01 "ribosomal protein, putative"
mips_05_01_01
mips_05_04_03
at_At3g30310 mips_03 "hypothetical protein"
mips_03_01
mips_03_01_03
at_At3g43100 mips_03_01_03 "putative protein"
at_At3g52630 - mips_40_10_99 "putative protein"
mips_63_03
at_At4g07510 mips_03_01 "hypothetical protein"
mips_03_01_03
at_At4g08360 - mips_03_03 "putative protein"
mips_03_03_01
mips_03_03_01_01_11
mips_04_05_01_04_03
mips_06_10
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_03
mips_14_01
mips_14_01_01
mips_14_01_03
mips_25_05_13
mips_30_10_03
mips_48
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
at_At4g11060 mips_03_01 "putative protein"
mips_03_01_03
mips_03_01_05
mips_29
mips_29_06
mips_30_16
mips_40_10_03
mips_40_16
mips_63_03_01
at_At4g30800 - mips_05_04_03 "ribosomal protein S11 - like"
mips_62_01_07
mips_62_02_99
at_At5g01290 - mips_04_05_05_03 "mRNA capping enzyme - like protein"
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
at_At5g02960 - mips_05_01 "unknown protein"
mips_05_01_01
at_At5g27120 - mips_03_01_09 "SAR DNA-binding protein - like"
mips_03_01_09_05
mips_04_01
mips_04_01_04
mips_04_05_05
mips_40_10_07
mips_40_10_99
at_At5g28210 - mips_04_05_05 "mRNA capping enzyme - like"
mips_04_05_05_03
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
at_At5g30510 - mips_04_01 "ribosomal protein S1"
mips_04_01_04
mips_05
mips_05_01
mips_40_26
mips_40_26_03
mips_63_03_01
at_At5g33240 mips_03_01_03 "putative protein"
at_At5g37100 mips_03_01_03 "putative protein"
Propertest Accuracy: 12/24 (50.00%)
Propertest Frequency class 'mips_03_01_03': 60/3048 (1.97%)
New (unknown) data (1980 items):
at_At1g03810 - no entry null
at_At1g08390 - no entry null
at_At1g23750 - no entry null
at_At1g23790 - no entry null
at_At1g31010 - no entry null
at_At1g35930 - no entry null
at_At1g36920 - no entry null
at_At1g42250 - no entry null
at_At1g45080 - no entry null
at_At1g54430 - no entry null
at_At1g63210 - no entry null
at_At1g64410 - no entry null
at_At1g67440 - no entry null
at_At2g05480 - no entry null
at_At2g06610 - no entry null
at_At2g06690 - no entry null
at_At2g07320 - mips_29_99 "Mutator-like transposase"
at_At2g09960 - no entry null
at_At2g10840 - mips_29 "putative replication protein A1"
at_At2g16040 - no entry null
at_At2g40780 - no entry null
at_At3g09680 - no entry null
at_At3g30420 - no entry null
at_At3g42410 - no entry null
at_At3g42440 - no entry null
at_At3g42620 - no entry null
at_At3g43370 - no entry null
at_At3g48500 - no entry null
at_At3g51690 - no entry null
at_At3g51700 - no entry null
at_At4g03670 - no entry null
at_At4g07340 - no entry null
at_At4g09400 - no entry null
at_At4g19300 - no entry null
at_At5g06310 - no entry null
at_At5g35260 - no entry null
at_At1g08760 - no entry null
at_At1g10590 - no entry null
at_At1g14800 - no entry null
at_At1g75670 - no entry null
at_At2g05210 - no entry null
at_At2g05570 - no entry null
at_At2g05860 - no entry null
at_At2g05880 - no entry null
at_At2g06500 - no entry null
at_At2g07300 - no entry null
at_At2g11150 - no entry null
at_At2g12140 - no entry null
at_At2g16330 - no entry null
at_At2g19960 - no entry null
at_At2g31920 - no entry null
at_At2g32910 - mips_02_01 "unknown protein"
at_At3g11580 - no entry null
at_At3g13490 - mips_05 "lysyl-tRNA synthetase like protein"
mips_05_04
mips_05_10
at_At3g14170 - no entry null
at_At3g19610 - no entry null
at_At3g32260 - no entry null
at_At3g42110 - no entry null
at_At3g42500 - no entry null
at_At3g42760 - no entry null
at_At4g03640 - no entry null
at_At4g07440 - no entry null
at_At4g07450 - no entry null
at_At4g08890 - no entry null
at_At4g13370 - no entry null
at_At4g17300 - mips_05_10 "asparagine--tRNA ligase"
at_At4g26870 - mips_05_10 "putative aspartate-tRNA ligase"
at_At4g31180 - mips_05_10 "aspartate--tRNA ligase - like protein"
at_At4g33760 - mips_05_10 "putative aspartate--tRNA ligase"
mips_40_16
at_At5g33420 - no entry null
at_At5g35250 - no entry null
at_At5g36050 - no entry null
at_At5g37090 - no entry null
at_At5g38890 - no entry null
at_At5g63690 - no entry null
at_At1g07130 - no entry null
at_At1g27810 - no entry null
at_At1g35090 - no entry null
at_At1g47720 - no entry null
at_At2g10460 - no entry null
at_At2g16160 - no entry null
at_At3g07420 - mips_05 "putative asparaginyl-tRNA synthetase"
mips_05_10
mips_40_16
at_At3g11710 - mips_05_10 "lysyl-tRNA synthetase"
at_At3g18580 - mips_29_06 "hypothetical protein"
mips_30_16
at_At3g45350 - no entry null
at_At4g03660 - no entry null
at_At4g07690 - no entry null
at_At4g20010 - no entry null
at_At4g28440 - no entry null
at_At5g14150 - no entry null
at_At5g33410 - no entry null
at_At5g34460 - no entry null
------------------
Rule 31
c.55.3 > 0.0091
e <= 1.4e-05
e.8 <= 0.0018
-> class mips_03_01_03 "DNA synthesis and replication"
Evaluation on training data (3968 items):
at_At1g25430 mips_03_01_03 "hypothetical protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At1g49980 mips_03_01_03 "unknown protein"
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_01_01
mips_29_06
mips_40_10_99
mips_40_37
mips_63_03_01
at_At2g02830 - mips_10_01 "putative retroelement pol polyprotein"
mips_10_01_01
mips_29
mips_29_01
mips_29_99
at_At2g04760 mips_03_01_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05
mips_03_01_05_01
mips_29_02
at_At2g05980 mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_29
mips_29_02
mips_29_99
mips_63
mips_63_03
mips_98
at_At2g06170 - mips_03_01_05_03 "putative Ty3-gypsy-like retroelement pol polyprotein"
at_At2g06890 mips_03_01 "putative retroelement integrase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At2g11680 mips_03_01 "putative retroelement pol polyprotein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_06_13
mips_29
mips_29_01
at_At2g14040 - mips_03_01_05_03 "putative retroelement pol polyprotein"
mips_29_01
at_At2g14430 - mips_03_01_05 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At2g15920 - mips_10_01 "putative retroelement pol polyprotein"
mips_10_01_01
mips_29
mips_29_01
mips_29_99
at_At2g25550 - mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At3g30800 mips_03 "hypothetical protein"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_06
mips_06_13
mips_29
at_At4g04230 - mips_03_01_05_03 "putative transposon protein"
mips_29_01
at_At4g07600 mips_03_01 ""
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At4g26360 mips_03_01_03 "putative protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_99
Training Accuracy: 9/16 (56.25%)
Training Frequency class 'mips_03_01_03': 98/3968 (2.47%)
Evaluation on validation data (1980 items):
at_At1g31030 - mips_03_01_05_01 "F17F8.5"
mips_29_01
at_At1g34080 - mips_03_01_05_03 "putative protein"
mips_29_01
at_At1g47910 - mips_03_01_05_01 "reverse transcriptase, putative"
mips_29_01
mips_29_99
at_At1g68990 mips_03_01 "DNA-directed RNA polymerase"
mips_03_01_03
mips_04_05_01_01
mips_40_16
mips_40_26
mips_40_26_03
at_At2g01840 mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At2g16680 mips_03_01_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At2g23880 mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_29_02
at_At2g24120 - mips_04_05_01_01 "chloroplast single subunit DNA-dependent RNA polymerase"
mips_40_26
mips_40_26_03
at_At3g45550 - mips_03_01_05_01 "putative protein"
mips_29_01
mips_29_99
at_At4g03800 mips_03_01_03 ""
mips_03_01_05
mips_03_01_05_03
mips_29_01
at_At5g04050 - mips_01_03_16 "maturase -like protein"
mips_03_01_05_01
mips_04_05_05_01
at_At5g44740 - mips_03_01_05_01 "DNA-damage-inducible like protein P"
mips_03_01_05_01_01
mips_03_01_05_01_99
mips_04_05_01_01
mips_30_10
mips_40_37
mips_63_03_01
at_At5g44750 - mips_03_01_05_01 "unknown protein"
mips_10
Validation Accuracy: 5/13 (38.46%)
Validation Frequency class 'mips_03_01_03': 57/1980 (2.88%)
Evaluation on propertest data (3048 items):
at_At1g10160 - mips_03_01_05_01 "putative reverse transcriptase"
mips_29_01
mips_29_99
at_At1g30010 - mips_01_03 "unknown protein"
mips_01_03_16
mips_04_05_05
mips_04_05_05_01
at_At1g31100 mips_03_01 "hypothetical protein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At2g05200 - mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_02
mips_29_99
at_At2g14380 - mips_03_01_05_03 "putative retroelement pol polyprotein"
mips_29_01
at_At2g17910 - mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g18820 mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_99
mips_63
mips_63_03
at_At2g31520 mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At2g41580 - mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_02
mips_29_99
at_At3g44650 - mips_03_01_05 "putative protein"
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At4g02490 mips_03_01_03 ""
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At4g03650 mips_03_01_03 "putative reverse transcriptase"
mips_03_01_05
mips_03_01_05_03
mips_29_01
at_At4g08100 mips_03_01 "putative polyprotein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At4g10580 - mips_03_01_05_03 "putative reverse-transcriptase -like protein"
mips_29_01
at_At4g10830 - mips_03_01_05_01 "putative protein"
mips_29_01
mips_29_99
at_At4g12180 mips_03_01 "putative reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At4g15860 - mips_10 "retrotransposon like protein"
mips_10_01
mips_10_01_01
mips_29
mips_29_01
mips_29_99
mips_99
at_At4g27200 - mips_10 "putative protein"
mips_10_01
mips_10_01_01
mips_29
mips_29_01
mips_29_99
at_At4g32700 mips_03_01_03 "putative protein"
mips_03_01_05
mips_40_10_99
mips_40_37
at_At5g15700 - mips_04_05_01_01 "DNA-directed RNA polymerase (mitochondrial)"
mips_40_26
mips_40_26_03
at_At5g16850 mips_03_01 "telomerase reverse transcriptase"
mips_03_01_03
mips_03_99
mips_13_11
mips_30_10
mips_30_10_03
mips_40_10_03
Propertest Accuracy: 9/21 (42.86%)
Propertest Frequency class 'mips_03_01_03': 60/3048 (1.97%)
New (unknown) data (1980 items):
at_At1g24640 - no entry null
at_At1g34090 - mips_29 "putative protein"
mips_29_01
mips_29_99
at_At1g34100 - mips_29_01 "putative protein"
mips_29_99
at_At2g15540 - mips_29_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_02
mips_29_99
at_At4g15590 - no entry null
at_At4g16020 - mips_29_01 "retrotransposon like protein"
mips_29_99
at_At4g20520 - no entry null
at_At4g23160 - mips_29 "putative protein"
mips_29_01
mips_29_99
mips_99
at_At1g23990 - mips_29_02 "reverse transcriptase, putative"
at_At1g30390 - no entry null
at_At1g35050 - mips_29_01 "putative protein"
mips_29_99
at_At1g36110 - no entry null
at_At1g47860 - no entry null
at_At2g05930 - mips_29 "copia-like retroelement pol polyprotein"
mips_29_01
mips_29_99
at_At2g07650 - mips_29_01 "putative non-LTR retrolelement reverse transcriptase"
mips_29_99
at_At2g17610 - mips_29_02 "putative non-LTR retroelement reverse transcriptase"
at_At2g21310 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At3g22340 - mips_29_01 "hypothetical protein"
mips_29_99
at_At3g48370 - mips_29 "putative protein"
at_At4g19780 - mips_29_01 "putative LTR retrotransposon (fragment)"
mips_29_99
at_At1g51750 - mips_29_99 "hypothetical protein"
at_At2g28980 - no entry null
at_At3g30570 - no entry null
at_At4g04000 - no entry null
at_At4g09540 - mips_29_01 "putative protein"
mips_29_99
------------------
Rule 2
c.23.2 <= 9.5e-13
-> class mips_11_05_01 "resistance proteins"
Evaluation on training data (3968 items):
at_At1g51280 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At1g52900 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At1g57830 mips_11 "hypothetical protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g57850 mips_11_01 "hypothetical protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g66090 mips_11_05_01 "unknown protein"
mips_11_05_03
at_At1g72870 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At1g72940 mips_11_05_01 "putative protein"
mips_11_05_03
at_At2g03300 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At2g16870 mips_11_05_01 "putative disease resistance protein"
at_At2g17050 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At2g17060 mips_11_01 "putative disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g04110 mips_11_05_01 "putative RPP1-like disease resistance protein"
mips_11_05_03
at_At4g11340 mips_11_05_01 "putative protein"
mips_11_05_03
at_At4g12010 mips_11_05_01 "putative disease resistance protein (TMV N-like)"
mips_11_05_03
at_At4g16900 mips_11_05_01 "disease resistance RPP5 like protein"
mips_11_05_03
at_At4g16920 mips_11_01 "disease resistance RPP5 like protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g16950 mips_11_05_01 "disease resistance RPP5 like protein"
at_At4g19500 mips_11_05 "resistence protein - like"
mips_11_05_01
mips_11_05_03
at_At4g19530 mips_11_05 "TMV resistance protein N - like"
mips_11_05_01
at_At4g23510 mips_11_05 "putative protein"
mips_11_05_01
at_At5g11250 mips_11 "RPP1 disease resistance protein - like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g17880 mips_11_05_01 "disease resistance protein - like"
mips_11_05_03
at_At5g17890 mips_11 "disease resistance protein - like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g17970 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
at_At5g38340 mips_11_05 "disease resistance - like protein"
mips_11_05_01
mips_11_05_03
at_At5g40060 mips_11_05_01 "disease resistance -like protein"
mips_11_05_03
at_At5g44920 mips_11_05_01 "putative protein"
mips_11_05_03
at_At5g45000 mips_11_05_01 "putative protein"
mips_11_05_03
at_At5g45060 mips_11_05 "disease resistance protein-like"
mips_11_05_01
mips_11_05_03
at_At5g45080 mips_11_01 "putative protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g45210 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g45250 mips_11_05_01 "disease resistance protein RPS4"
mips_11_05_03
at_At5g46260 mips_11_05 "disease resistance protein-like"
mips_11_05_01
at_At5g46480 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
Training Accuracy: 34/34 (100.00%)
Training Frequency class 'mips_11_05_01': 97/3968 (2.44%)
Evaluation on validation data (1980 items):
at_At1g47370 mips_11_05 "disease resistance protein, putative"
mips_11_05_01
mips_11_05_03
at_At1g56540 mips_11 "disease resistance protein, putative"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g65850 mips_11_05_01 ""
at_At1g72860 mips_11_01 "hypothetical protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At2g03030 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At3g44400 mips_11 "disease resistence - like protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At3g44480 mips_11_05_01 "disease resistance protein -like"
mips_11_05_03
at_At4g19520 mips_11_05_01 "resistance protein RPP5 - like"
at_At5g18370 mips_11 "disease resistance protein -like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g41740 mips_11_05_01 "disease resistance protein-like"
at_At5g44900 mips_11_05_01 "putative protein"
at_At5g45260 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g46270 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
Validation Accuracy: 13/13 (100.00%)
Validation Frequency class 'mips_11_05_01': 37/1980 (1.87%)
Evaluation on propertest data (3048 items):
at_At1g31540 mips_11_05_01 "putative protein"
mips_11_05_03
at_At1g63750 mips_11_05 "putative disease resistance protein"
mips_11_05_01
mips_11_05_03
at_At1g63880 mips_11_01 "putative disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g72840 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At2g14080 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At4g09420 mips_11_05_01 "putative protein"
mips_11_05_03
at_At4g16890 mips_11 "disease resistance RPP5 like protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g16960 mips_11_05 "disease resistance RPP5 like protein"
mips_11_05_01
mips_11_05_03
at_At4g36150 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At5g18360 mips_11_05_01 "disease resistance protein -like"
mips_11_05_03
at_At5g41540 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
at_At5g44910 mips_11 "putative protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g45200 mips_11_05_01 "disease resistance protein RPS4"
at_At5g46470 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g51630 mips_11_05 "putative protein"
mips_11_05_01
mips_11_05_03
Propertest Accuracy: 15/15 (100.00%)
Propertest Frequency class 'mips_11_05_01': 70/3048 (2.30%)
New (unknown) data (1980 items):
at_At1g56510 - no entry null
at_At1g63730 - no entry null
at_At1g64070 - no entry null
at_At1g72910 - no entry null
at_At1g72930 - no entry null
at_At3g25510 - no entry null
at_At4g09430 - no entry null
at_At4g16860 - no entry null
at_At4g16940 - no entry null
at_At4g19510 - no entry null
at_At4g19920 - no entry null
at_At5g40090 - no entry null
at_At5g40100 - no entry null
at_At5g44510 - no entry null
at_At5g45230 - no entry null
at_At5g46450 - no entry null
at_At5g46490 - no entry null
at_At1g17610 - no entry null
at_At1g27170 - no entry null
at_At1g27180 - no entry null
at_At1g60320 - no entry null
at_At1g63870 - no entry null
at_At1g69550 - no entry null
at_At1g72850 - no entry null
at_At1g72890 - no entry null
at_At1g72900 - no entry null
at_At1g72920 - no entry null
at_At3g44630 - no entry null
at_At3g51560 - no entry null
at_At3g51570 - no entry null
at_At4g14370 - mips_03_99 "disease resistance N like protein"
at_At4g16990 - no entry null
at_At4g23440 - no entry null
at_At4g36140 - no entry null
at_At5g17680 - no entry null
at_At5g38850 - no entry null
at_At5g41550 - no entry null
at_At5g44870 - no entry null
at_At5g45050 - no entry null
at_At5g45070 - no entry null
at_At5g45220 - no entry null
at_At5g46520 - no entry null
at_At5g48770 - no entry null
at_At5g49140 - no entry null
at_At1g17600 - no entry null
at_At1g56520 - no entry null
at_At1g57630 - no entry null
at_At1g57670 - no entry null
at_At1g63740 - no entry null
at_At1g65390 - no entry null
at_At1g72950 - no entry null
at_At2g32140 - no entry null
at_At4g08450 - no entry null
at_At4g11170 - no entry null
at_At5g18350 - no entry null
at_At5g22690 - no entry null
at_At5g36930 - no entry null
at_At5g40910 - no entry null
at_At5g46510 - no entry null
at_At5g48780 - no entry null
at_At5g58120 - no entry null
------------------
Rule 17
a.158 > 0.0034
c.10 <= 2.9e-05
-> class mips_11_05_01 "resistance proteins"
Evaluation on training data (3968 items):
at_At1g09760 - mips_63_17 "putative U2 small nuclear ribonucleoprotein A' (U2 SNRNP-A')"
mips_63_17_01
at_At1g10920 mips_11 "disease resistance protein RPM1 isolog"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g12220 mips_11_05_01 "NBS/LRR disease resistance protein, putative"
mips_11_05_03
at_At1g12280 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At1g12290 mips_11 "hypothetical protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g12460 - mips_06 "hypothetical protein"
mips_06_04
mips_08
mips_08_13
mips_10
mips_10_01
mips_10_01_01
mips_10_05
at_At1g12970 - mips_10 "unknown protein"
mips_10_01
mips_10_01_01
at_At1g17250 mips_08_13 "putative receptor protein kinase"
mips_11_05_01
at_At1g17750 mips_08_13 "hypothetical protein"
mips_11_05_01
at_At1g21410 mips_06 "unknown protein"
mips_06_13
mips_11
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g25570 - mips_10 "hypothetical protein"
mips_10_01_01
at_At1g29740 mips_08_13 "Putative receptor-like serine/threonine kinase"
mips_11_05_01
at_At1g33600 mips_08_13 "hypothetical protein"
mips_11_05_01
at_At1g34110 mips_06 "putative protein"
mips_06_04
mips_08
mips_08_13
mips_10
mips_10_01
mips_10_01_01
mips_11
mips_11_05
mips_11_05_01
at_At1g34420 mips_06_04 "hypothetical protein"
mips_08
mips_08_13
mips_10_05
mips_11_05
mips_11_05_01
at_At1g47890 mips_06_04 "disease resistance protein, putative"
mips_08
mips_08_13
mips_10_05
mips_11_05
mips_11_05_01
at_At1g49490 mips_08_13 "hypothetical protein"
mips_11_05_01
at_At1g55610 mips_10_05 "receptor kinase, putative"
mips_11_05
mips_11_05_01
mips_14_01
mips_14_01_03
at_At1g56120 mips_06_04 "receptor-like protein kinase, putative"
mips_08
mips_08_13
mips_10_05
mips_11_05
mips_11_05_01
at_At1g58400 mips_11_05_01 "hypothetical protein"
at_At1g59620 mips_11_05_01 "PRM1 homolog (CW9)"
mips_11_05_03
at_At1g62440 mips_08_13 "putative extensin-like protein (gnl|PID|e1310400"
mips_11_05_01
mips_40_01
at_At1g62630 mips_11 "putative RPS-2 disease resistance protein (AA002294"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g67510 - mips_10 "putative receptor protein kinase"
mips_10_01
mips_10_01_01
mips_10_05
at_At1g71390 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At1g78230 - mips_10_01_01 "unknown protein; similar to ESTs gb|H36831.1, gb|N96841.1, and gb|AA651293.1"
mips_11_05
mips_11_05_05
mips_11_05_05_06
mips_40_27_03
mips_40_34
at_At1g80630 - mips_11_05_05 "unknown protein"
mips_11_05_05_06
mips_40_27
mips_40_27_03
mips_40_34
at_At2g01820 - mips_14_01_03 "putative receptor-like protein kinase"
at_At2g02220 mips_06_04 "putative receptor-like protein kinase"
mips_08_13
mips_11_05
mips_11_05_01
at_At2g15080 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At2g15880 mips_06 "unknown protein"
mips_06_04
mips_08_13
mips_11_05
mips_11_05_01
at_At2g16870 mips_11_05_01 "putative disease resistance protein"
at_At2g17050 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At2g17060 mips_11_01 "putative disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At2g19210 - mips_10 "putative receptor-like protein kinase"
mips_10_01
mips_10_01_01
mips_10_05
mips_40
mips_40_02
mips_99
at_At2g30100 - mips_04_05_99 "putative unknown protein, leucine-rich repeat"
at_At2g32660 mips_10_01 "putative disease resistance protein"
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
mips_14
mips_14_01
mips_14_01_03
at_At2g33030 mips_11_05_01 "putative leucine-rich repeat disease resistance protein"
at_At3g07550 - mips_06 "unknown protein"
mips_06_13
mips_20
mips_20_20
mips_20_20_18
at_At3g11010 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At3g14470 mips_11_05 "disease resistance protein, putative"
mips_11_05_01
mips_11_05_03
at_At3g14840 mips_11_05_01 "receptor-like serine/threonine kinase, putative"
at_At3g17920 - mips_11_05_05 "unknown protein"
mips_11_05_05_06
mips_40_27
mips_40_27_03
mips_40_34
at_At3g24900 mips_06_04 "leucine-rich repeat disease resistance protein, putative"
mips_08_13
mips_11_05
mips_11_05_01
at_At3g25560 - mips_10 "unknown protein"
mips_10_01
mips_10_01_01
mips_10_05
mips_99
at_At3g26500 - mips_63_17_01 "unknown protein"
at_At3g28450 - mips_10 "receptor kinase, putative"
mips_10_01
mips_10_01_01
mips_10_05
mips_40
mips_40_02
at_At3g47090 mips_11_05_01 "receptor kinase-like protein"
at_At3g50230 - mips_10 "receptor protein kinase -like protein"
mips_10_01_01
at_At3g56100 - mips_14_01_03 "putative protein"
at_At3g63130 - mips_01_03_16 "RAN GTPase like protein"
mips_01_03_16_01
mips_08_01
mips_10_01_05_05
mips_62_02_01_02
at_At4g03260 - mips_11_05_05 "putative protein phosphatase regulatory subunit"
mips_11_05_05_06
mips_40_27
mips_40_27_03
mips_40_34
mips_63_17_01
at_At4g08850 mips_06 "receptor protein kinase like protein"
mips_08_13
mips_10
mips_10_01_01
mips_11_05
mips_11_05_01
at_At4g12010 mips_11_05_01 "putative disease resistance protein (TMV N-like)"
mips_11_05_03
at_At4g12020 mips_11_01 "putative disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g13900 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At4g16900 mips_11_05_01 "disease resistance RPP5 like protein"
mips_11_05_03
at_At4g16920 mips_11_01 "disease resistance RPP5 like protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g16950 mips_11_05_01 "disease resistance RPP5 like protein"
at_At4g19500 mips_11_05 "resistence protein - like"
mips_11_05_01
mips_11_05_03
at_At4g19530 mips_11_05 "TMV resistance protein N - like"
mips_11_05_01
at_At4g20140 mips_06_04 "leucine rich repeat-like protein"
mips_08
mips_08_13
mips_10_05
mips_11_05
mips_11_05_01
at_At4g26050 - mips_63_17_01 "putative leucine-rich-repeat protein"
at_At4g26090 mips_11 "disease resistance protein RPS2"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
mips_98
at_At4g36180 - mips_08_13 "putative receptor protein kinase"
mips_14_01_03
at_At5g07670 - mips_06_13 "unknown protein"
mips_11
mips_11_05
mips_11_05_05
mips_11_05_05_06
mips_40_27
mips_40_27_03
mips_40_34
mips_63_01
mips_63_17
mips_63_17_01
at_At5g11250 mips_11 "RPP1 disease resistance protein - like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g16590 - mips_10 "receptor-like protein kinase"
mips_10_01
mips_10_01_01
mips_10_05
at_At5g17880 mips_11_05_01 "disease resistance protein - like"
mips_11_05_03
at_At5g17890 mips_11 "disease resistance protein - like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g17970 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
at_At5g19320 - mips_08 "RAN GTPase activating protein 2"
mips_08_01
mips_10_01_05
mips_10_01_05_05
mips_10_05
mips_40_02
at_At5g19680 - mips_11_05_05 "unknown protein"
mips_11_05_05_06
mips_40_27
mips_40_27_03
mips_40_34
at_At5g21900 - mips_03_01 "DNA excision repair protein"
mips_03_01_05
mips_03_01_05_01_01
mips_06_13
mips_11_05
mips_11_05_03
mips_40_10_99
at_At5g35390 - mips_10 "putative receptor-like protein kinase"
mips_10_01
mips_10_01_01
at_At5g38340 mips_11_05 "disease resistance - like protein"
mips_11_05_01
mips_11_05_03
at_At5g40060 mips_11_05_01 "disease resistance -like protein"
mips_11_05_03
at_At5g41750 mips_11_05 "disease resistance protein-like"
mips_11_05_01
mips_11_05_03
at_At5g43730 mips_11_05 "disease resistance protein"
mips_11_05_01
at_At5g43740 mips_11_05_01 "disease resistance protein"
mips_11_05_03
at_At5g44700 mips_06_04 "receptor-like protein kinase"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At5g45060 mips_11_05 "disease resistance protein-like"
mips_11_05_01
mips_11_05_03
at_At5g45210 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g45250 mips_11_05_01 "disease resistance protein RPS4"
mips_11_05_03
at_At5g45520 mips_11_05_01 "putative protein"
mips_11_05_03
at_At5g46260 mips_11_05 "disease resistance protein-like"
mips_11_05_01
at_At5g47250 mips_11 "NBS/LRR disease resistance protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g49290 mips_08_13 "disease resistance protein-like"
mips_11_05_01
at_At5g66900 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
Training Accuracy: 62/89 (69.66%)
Training Frequency class 'mips_11_05_01': 97/3968 (2.44%)
Evaluation on validation data (1980 items):
at_At1g28340 - mips_10 "hypothetical protein"
mips_10_01_01
at_At1g56540 mips_11 "disease resistance protein, putative"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g61310 mips_11_05_01 "similar to disease resistance protein"
mips_11_05_03
at_At1g63350 mips_11_05_01 "disease resistance protein, putative"
mips_11_05_03
at_At1g64210 - mips_10_01 "hypothetical protein"
mips_10_01_01
mips_10_05
at_At1g65850 mips_11_05_01 ""
at_At1g67720 - mips_10 "putative receptor protein kinase"
mips_10_01
mips_10_01_01
mips_10_05
mips_40_02
at_At1g72860 mips_11_01 "hypothetical protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g74170 mips_08_13 "disease resistance protein, putative"
mips_11_05_01
at_At1g77550 - mips_06_07_99 "hypothetical protein"
mips_30_04_05
mips_40_04_05
at_At1g79620 - mips_10 "hypothetical protein"
mips_10_01_01
at_At2g13790 - mips_10_01 "putative receptor protein kinase (F13J11.14/At2g13790)"
mips_10_01_01
at_At2g16250 - mips_10_01 "putative LRR receptor protein kinase"
mips_10_01_01
mips_10_05
at_At2g19330 - mips_13_05 "putative leucine-rich-repeat protein"
mips_63_17_01
at_At2g19780 - mips_10 "putative disease resistance protein"
mips_10_01_01
at_At2g23950 - mips_10_01_01 "putative LRR receptor protein kinase"
at_At2g33020 mips_06 "putative leucine-rich repeat disease resistance protein"
mips_06_04
mips_08_13
mips_10
mips_10_01_01
mips_11_05
mips_11_05_01
at_At2g33050 mips_06_04 "putative leucine-rich repeat disease resistance protein"
mips_08_13
mips_10_01
mips_10_01_01
mips_11
mips_11_05
mips_11_05_01
at_At2g33080 mips_06 "putative leucine-rich repeat disease resistance protein"
mips_06_04
mips_08
mips_08_13
mips_11
mips_11_05
mips_11_05_01
mips_99
at_At2g36570 - mips_10 "putative receptor-like protein kinase"
mips_10_01
mips_10_01_01
mips_10_05
mips_99
at_At2g42620 - mips_01_05_04 "F-box containing protein ORE9 (ORE9)"
mips_14_04_03_01
at_At3g19020 mips_08_13 "hypothetical protein"
mips_11_05_01
at_At3g44400 mips_11 "disease resistence - like protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At3g44480 mips_11_05_01 "disease resistance protein -like"
mips_11_05_03
at_At3g46730 mips_11_05_01 "disease resistance protein RPP8-like protein"
at_At4g09360 mips_11 "putative protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g11580 - mips_03_03 "putative protein"
mips_03_03_01
mips_03_03_01_01
mips_06_13
mips_40_10_99
at_At4g13920 mips_08_13 "disease resistance Cf-2 like protein"
mips_11_05_01
at_At4g18640 - mips_10 "putative protein (fragment)"
mips_10_01_01
at_At4g19520 mips_11_05_01 "resistance protein RPP5 - like"
at_At4g24490 - mips_01_06_07 "Rab geranylgeranyl transferase like protein (fragment)"
mips_06_07_99
mips_20_25
mips_20_25_01
mips_20_25_01_01
at_At4g35470 - mips_13_05 "putative protein"
mips_63_17_01
at_At4g39270 mips_11_05_01 "receptor protein kinase - like protein"
at_At5g04720 mips_11 "putative protein"
mips_11_05
mips_11_05_01
mips_11_05_03
mips_98
at_At5g06820 mips_11_05_01 "receptor-like protein kinase"
at_At5g07910 - mips_03_03_01 "putative protein"
at_At5g18370 mips_11 "disease resistance protein -like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g20480 mips_11_05_01 "receptor protein kinase - like"
at_At5g22320 - mips_11_05_05 "unknown protein"
mips_11_05_05_06
mips_40_27
mips_40_27_03
mips_40_34
at_At5g41740 mips_11_05_01 "disease resistance protein-like"
at_At5g45260 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g46270 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
at_At5g53890 - mips_14_01 "receptor protein kinase-like protein"
mips_14_01_03
at_At5g61240 mips_10_05 "Cf-5 disease resistance protein - like"
mips_11_05
mips_11_05_01
at_At5g65700 - mips_10 "receptor protein kinase-like protein"
mips_10_01
mips_10_01_01
mips_10_05
mips_98
at_At5g65830 - mips_10_01_01 "unknown protein"
Validation Accuracy: 25/46 (54.35%)
Validation Frequency class 'mips_11_05_01': 37/1980 (1.87%)
Evaluation on propertest data (3048 items):
at_At1g04210 mips_08_13 "unknown protein"
mips_11_05_01
at_At1g10510 - mips_11_05 "unknown protein"
mips_11_05_05
mips_11_05_05_06
mips_40_27
mips_40_27_03
mips_40_34
at_At1g29730 mips_06_04 "Putative receptor-like serine/threonine kinase"
mips_08
mips_08_13
mips_11_05
mips_11_05_01
at_At1g31540 mips_11_05_01 "putative protein"
mips_11_05_03
at_At1g33590 mips_06 "unknown protein"
mips_06_04
mips_08_13
mips_10
mips_10_01
mips_10_01_01
mips_11
mips_11_05
mips_11_05_01
at_At1g51800 - mips_10_01 "hypothetical protein"
mips_10_01_01
mips_10_05
mips_40_02
at_At1g51880 - mips_10_01 "Putative protein kinase"
mips_10_01_01
mips_10_05
mips_40_02
at_At1g57650 mips_11 ""
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g61850 - mips_01_06_99 "hypothetical protein"
mips_65
at_At1g63750 mips_11_05 "putative disease resistance protein"
mips_11_05_01
mips_11_05_03
at_At1g63880 mips_11_01 "putative disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g65380 mips_08_13 "putative protein"
mips_11_05_01
at_At1g66830 mips_06_04 "hypothetical protein"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At1g71400 mips_06 "putative disease resistance protein"
mips_06_04
mips_08_13
mips_10
mips_11_05
mips_11_05_01
at_At1g71830 - mips_10 "protein kinase, putative"
mips_10_01
mips_10_01_01
at_At1g72300 mips_08_13 "leucine-rich receptor-like protein kinase, putative"
mips_11_05_01
at_At1g72840 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At1g74190 mips_08_13 "disease resistance protein, putative"
mips_11_05_01
mips_13_05
mips_13_05_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At2g01950 - mips_08_13 "putative receptor protein kinase"
mips_14_01_03
at_At2g14080 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At2g17440 - mips_63_17_01 "unknown protein"
at_At2g25440 mips_10_01 "putative disease resistance protein"
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At2g33060 mips_08_13 "putative leucine-rich repeat disease resistance protein"
mips_11_05_01
at_At2g33170 mips_08_13 "putative receptor-like protein kinase"
mips_11_05_01
at_At2g34680 mips_08_13 "auxin-induced protein (AIR9)"
mips_11_05_01
at_At3g07040 mips_11_05_01 "disease resistance gene (RPM1)"
mips_11_05_03
at_At3g11080 mips_06_04 "hypothetical protein"
mips_08_13
mips_11_05
mips_11_05_01
at_At3g13380 mips_08_13 "brassinosteroid receptor kinase, putative"
mips_11_05_01
mips_14_01
mips_14_01_03
at_At3g21340 - mips_10_01 "serine/threonine-specific protein kinase, putative"
mips_10_01_01
mips_10_05
mips_40_02
at_At3g24240 - mips_14_01_03 "receptor kinase, putative"
at_At3g49750 - mips_10 "putative protein"
mips_10_01
mips_10_01_01
mips_10_05
mips_99
at_At3g50950 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At3g53590 - mips_10 "receptor protein kinase -like protein"
mips_10_01
mips_10_01_01
mips_10_05
at_At3g57830 mips_08_13 "receptor-like protein kinase"
mips_11_05_01
at_At3g59510 mips_11_05 "putative protein"
mips_11_05_01
mips_63_17
mips_63_17_01
at_At4g16890 mips_11 "disease resistance RPP5 like protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g16960 mips_11_05 "disease resistance RPP5 like protein"
mips_11_05_01
mips_11_05_03
at_At4g27190 mips_11 "putative protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
mips_98
at_At4g29240 - mips_10_01 "extensin-like protein"
mips_10_01_01
mips_40_01
at_At4g36150 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At4g39400 mips_08_13 "brassinosteroid insensitive 1 gene (BRI1)"
mips_11_05_01
at_At5g05850 - mips_63_17 "putative protein"
mips_63_17_01
at_At5g06870 mips_11_05_01 "polygalacturonase inhibiting protein"
at_At5g06940 mips_08_13 "receptor protein kinase-like protein"
mips_11_05_01
at_At5g10020 mips_06_04 "receptor protein kinase -like(fragment)"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At5g18360 mips_11_05_01 "disease resistance protein -like"
mips_11_05_03
at_At5g25910 mips_06_04 "disease resistance protein - like"
mips_08_13
mips_11_05
mips_11_05_01
at_At5g25930 mips_08_13 "receptor-like protein kinase - like"
mips_11_05_01
at_At5g38350 mips_11_05 "disease resistance protein-like"
mips_11_05_01
at_At5g39390 - mips_10 "receptor protein kinase -like protein"
mips_10_01_01
at_At5g41540 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
at_At5g41820 - mips_01_06_07 "geranylgeranyl transferase alpha subunit-like protein"
mips_06_07_99
mips_20_25_01
mips_20_25_01_01
at_At5g43470 mips_11 "disease resistance protein RPP8"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g45200 mips_11_05_01 "disease resistance protein RPS4"
at_At5g45500 mips_11_05_01 "putative protein"
mips_11_05_03
at_At5g45510 mips_06_04 "unknown protein"
mips_08_13
mips_11_05
mips_11_05_01
at_At5g46330 mips_06_04 "receptor protein kinase"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At5g46470 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g47260 mips_11_01 "NBS/LRR disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g48620 mips_11 "disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g49770 mips_06_04 "receptor protein kinase-like"
mips_08_13
mips_10_01_01
mips_11_05
mips_11_05_01
at_At5g49780 mips_08_13 "receptor protein kinase-like"
mips_11_05_01
at_At5g49980 - mips_10_01 "transport inhibitor response 1 protein"
mips_10_01_01
mips_20_20
mips_20_20_18
at_At5g51370 - mips_11_05 "putative protein"
mips_11_05_05
mips_11_05_05_06
mips_40_27_03
mips_40_34
at_At5g51630 mips_11_05 "putative protein"
mips_11_05_01
mips_11_05_03
at_At5g58150 - mips_10 "receptor-like protein kinase"
mips_10_01
mips_10_01_01
at_At5g63930 mips_08_13 "receptor-like protein kinase"
mips_11_05_01
at_At5g65240 - mips_10 "receptor-like protein kinase"
mips_10_01
mips_10_01_01
mips_10_05
mips_40
mips_40_02
Propertest Accuracy: 49/68 (72.06%)
Propertest Frequency class 'mips_11_05_01': 70/3048 (2.30%)
New (unknown) data (1980 items):
at_At1g07550 - no entry null
at_At1g13910 - no entry null
at_At1g15890 - no entry null
at_At1g25320 - no entry null
at_At1g29750 - no entry null
at_At1g33560 - no entry null
at_At1g34210 - no entry null
at_At1g35710 - mips_08_13 "protein kinase, putative"
at_At1g47920 - no entry null
at_At1g49100 - no entry null
at_At1g51820 - mips_10_05 "Putative protein kinase"
mips_40_02
at_At1g51850 - mips_10_05 "Putative protein kinase"
mips_40_02
at_At1g51860 - mips_10_05 "Putative protein kinase"
mips_40_02
at_At1g53350 - no entry null
at_At1g53430 - mips_08_13 "receptor-like serine/threonine kinase, putative"
at_At1g54480 - no entry null
at_At1g55660 - no entry null
at_At1g56400 - no entry null
at_At1g56510 - no entry null
at_At1g60180 - no entry null
at_At1g60800 - no entry null
at_At1g61300 - no entry null
at_At1g62090 - no entry null
at_At1g62950 - mips_10_05 "protein kinase, putative"
at_At1g63730 - no entry null
at_At1g64070 - no entry null
at_At1g68780 - no entry null
at_At1g71440 - no entry null
at_At1g73070 - no entry null
at_At1g73080 - no entry null
at_At1g75820 - no entry null
at_At1g78740 - no entry null
at_At1g78840 - no entry null
at_At1g80080 - no entry null
at_At2g02780 - no entry null
at_At2g04300 - no entry null
at_At2g07040 - no entry null
at_At2g15040 - mips_08_13 "putative disease resistance protein"
at_At2g20210 - no entry null
at_At2g20850 - no entry null
at_At2g24230 - no entry null
at_At3g10750 - no entry null
at_At3g12610 - no entry null
at_At3g14350 - no entry null
at_At3g14460 - no entry null
at_At3g15410 - no entry null
at_At3g17840 - no entry null
at_At3g18730 - no entry null
at_At3g19230 - no entry null
at_At3g19320 - mips_08_13 "unknown protein"
at_At3g24480 - mips_40_01 "disease resistance protein, putative"
at_At3g25020 - mips_08_13 "disease resistance protein, putative"
at_At3g25510 - no entry null
at_At3g28040 - no entry null
at_At3g42770 - no entry null
at_At3g44080 - no entry null
at_At3g44410 - no entry null
at_At3g44670 - no entry null
at_At3g46330 - no entry null
at_At3g46370 - no entry null
at_At3g46530 - no entry null
at_At3g46710 - no entry null
at_At3g47580 - no entry null
at_At3g49670 - no entry null
at_At3g54160 - no entry null
at_At3g56370 - mips_08_13 "putative protein"
at_At3g58890 - no entry null
at_At4g00160 - no entry null
at_At4g03220 - no entry null
at_At4g09430 - no entry null
at_At4g09920 - no entry null
at_At4g10400 - no entry null
at_At4g10420 - no entry null
at_At4g13820 - mips_08_13 "putative disease resistance protein"
at_At4g16860 - no entry null
at_At4g16940 - no entry null
at_At4g18760 - no entry null
at_At4g19050 - no entry null
at_At4g19510 - no entry null
at_At4g20270 - mips_06_04 "CLV1 receptor kinase like protein"
mips_08_13
at_At4g20790 - no entry null
at_At4g22730 - no entry null
at_At4g26540 - no entry null
at_At4g28560 - no entry null
at_At4g29420 - no entry null
at_At4g29450 - no entry null
at_At4g29880 - no entry null
at_At4g30520 - no entry null
at_At4g33430 - no entry null
at_At5g01890 - no entry null
at_At5g02700 - no entry null
at_At5g07180 - no entry null
at_At5g18780 - no entry null
at_At5g22600 - no entry null
at_At5g22700 - no entry null
at_At5g22710 - no entry null
at_At5g22720 - no entry null
at_At5g22730 - no entry null
at_At5g24100 - no entry null
at_At5g25850 - no entry null
at_At5g27920 - no entry null
at_At5g35450 - no entry null
at_At5g37450 - no entry null
at_At5g38570 - no entry null
at_At5g40100 - no entry null
at_At5g40470 - no entry null
at_At5g44490 - no entry null
at_At5g44510 - no entry null
at_At5g44960 - no entry null
at_At5g44980 - no entry null
at_At5g45230 - no entry null
at_At5g45240 - no entry null
at_At5g45770 - mips_08_13 "predicted GPI-anchored protein"
at_At5g45800 - mips_08_13 "receptor kinase-like protein"
at_At5g46450 - no entry null
at_At5g47280 - no entry null
at_At5g48380 - no entry null
at_At5g50270 - no entry null
at_At5g51560 - no entry null
at_At5g53320 - no entry null
at_At5g56370 - no entry null
at_At5g56390 - no entry null
at_At5g56410 - no entry null
at_At5g56420 - no entry null
at_At5g56430 - no entry null
at_At5g56570 - no entry null
at_At5g56810 - no entry null
at_At5g56820 - no entry null
at_At5g58300 - no entry null
at_At5g59650 - no entry null
at_At5g61480 - no entry null
at_At5g62710 - no entry null
at_At5g63710 - no entry null
at_At5g66890 - no entry null
at_At5g66910 - no entry null
at_At1g03440 - no entry null
at_At1g05080 - no entry null
at_At1g05700 - mips_10_05 "putative light repressible receptor protein kinase"
mips_40_02
at_At1g06630 - no entry null
at_At1g06840 - no entry null
at_At1g07650 - no entry null
at_At1g08590 - mips_10 "putative receptor kinase, CLV1"
at_At1g09970 - mips_08_13 "leucine-rich repeat receptor-like kinase At1g09970"
at_At1g12210 - no entry null
at_At1g12870 - no entry null
at_At1g13230 - no entry null
at_At1g13570 - no entry null
at_At1g13780 - no entry null
at_At1g14390 - no entry null
at_At1g15740 - no entry null
at_At1g16940 - no entry null
at_At1g17230 - mips_08_13 "putative leucine-rich receptor protein kinase"
at_At1g17240 - mips_08_13 "putative receptor protein kinase, predicted GPI-anchored protein"
at_At1g19410 - no entry null
at_At1g22000 - no entry null
at_At1g26890 - no entry null
at_At1g27170 - no entry null
at_At1g27180 - no entry null
at_At1g27190 - no entry null
at_At1g28440 - mips_08_13 "hypothetical protein"
at_At1g33610 - mips_08_13 "hypothetical protein"
at_At1g34290 - mips_13_05 "hypothetical protein"
at_At1g48480 - mips_10_05 "protein kinase, putative"
at_At1g48540 - no entry null
at_At1g49750 - no entry null
at_At1g50180 - no entry null
at_At1g50610 - no entry null
at_At1g51370 - no entry null
at_At1g51480 - no entry null
at_At1g51790 - no entry null
at_At1g51810 - no entry null
at_At1g51830 - no entry null
at_At1g51890 - no entry null
at_At1g53420 - no entry null
at_At1g53440 - mips_08_13 "receptor-like serine/threonine kinase, putative"
at_At1g55030 - no entry null
at_At1g56130 - mips_08_13 "receptor-like protein kinase, putative"
at_At1g56140 - no entry null
at_At1g58190 - no entry null
at_At1g58390 - no entry null
at_At1g58410 - no entry null
at_At1g60630 - no entry null
at_At1g61180 - no entry null
at_At1g63360 - no entry null
at_At1g63430 - no entry null
at_At1g63870 - no entry null
at_At1g66150 - no entry null
at_At1g66310 - no entry null
at_At1g66320 - no entry null
at_At1g66640 - no entry null
at_At1g68400 - no entry null
at_At1g69270 - no entry null
at_At1g69550 - no entry null
at_At1g72460 - no entry null
at_At1g74200 - no entry null
at_At1g74360 - mips_08_13 "putative receptor protein kinase (At1g74360)"
at_At1g75640 - no entry null
at_At1g78470 - no entry null
at_At1g78980 - no entry null
at_At2g01210 - no entry null
at_At2g01620 - no entry null
at_At2g05300 - no entry null
at_At2g06030 - no entry null
at_At2g13800 - mips_10_05 "putative receptor-like protein kinase"
mips_40_02
at_At2g15320 - no entry null
at_At2g19190 - no entry null
at_At2g23300 - no entry null
at_At2g24130 - mips_08_13 "putative receptor-like protein kinase"
at_At2g24160 - no entry null
at_At2g25790 - no entry null
at_At2g26330 - no entry null
at_At2g26380 - no entry null
at_At2g26730 - mips_10_05 "putative receptor-like protein kinase"
at_At2g26860 - no entry null
at_At2g27060 - no entry null
at_At2g28960 - no entry null
at_At2g28970 - no entry null
at_At2g28990 - no entry null
at_At2g31880 - no entry null
at_At2g35620 - no entry null
at_At2g36370 - mips_08_13 "hypothetical protein"
at_At2g41820 - no entry null
at_At2g42800 - no entry null
at_At2g45340 - no entry null
at_At3g08680 - no entry null
at_At3g11330 - no entry null
at_At3g13065 - mips_08_13 "putative protein kinase, 3' partial"
at_At3g17640 - no entry null
at_At3g19085 - mips_99 "hypothetical protein, 3' partial"
at_At3g20820 - no entry null
at_At3g23110 - mips_08_13 "disease resistance protein, putative"
at_At3g23750 - mips_08_13 "receptor-like kinase, putative"
at_At3g25010 - mips_08_13 "disease resistance protein, putative"
at_At3g28410 - no entry null
at_At3g28890 - no entry null
at_At3g42880 - no entry null
at_At3g43740 - mips_30_02 "leucine-rich repeat protein LRP -like"
mips_63_09
mips_67_13
at_At3g44630 - no entry null
at_At3g46400 - no entry null
at_At3g46420 - no entry null
at_At3g47570 - no entry null
at_At3g49030 - no entry null
at_At3g49040 - no entry null
at_At3g49480 - no entry null
at_At3g51560 - no entry null
at_At3g51570 - no entry null
at_At3g51740 - no entry null
at_At3g52670 - no entry null
at_At3g52690 - no entry null
at_At3g53550 - no entry null
at_At3g54910 - no entry null
at_At3g58530 - no entry null
at_At3g59150 - no entry null
at_At3g59180 - mips_99 "putative protein"
at_At3g59190 - no entry null
at_At3g59270 - no entry null
at_At4g03010 - no entry null
at_At4g03390 - no entry null
at_At4g04220 - mips_08_13 "putative disease resistance protein, predicted GPI-anchored protein"
at_At4g05460 - no entry null
at_At4g10410 - no entry null
at_At4g10780 - no entry null
at_At4g13810 - mips_08_13 "putative disease resistance protein"
at_At4g14370 - mips_03_99 "disease resistance N like protein"
at_At4g18670 - mips_08_13 "extensin-like protein"
at_At4g26340 - no entry null
at_At4g26350 - no entry null
at_At4g26980 - no entry null
at_At4g27220 - no entry null
at_At4g28380 - mips_10_05 "extensin-like protein"
mips_40_01
at_At4g28650 - no entry null
at_At4g29180 - no entry null
at_At4g29990 - no entry null
at_At4g31250 - mips_10_05 "receptor kinase - like protein"
at_At4g33300 - no entry null
at_At4g36140 - no entry null
at_At4g37250 - no entry null
at_At5g01720 - no entry null
at_At5g01950 - no entry null
at_At5g02910 - no entry null
at_At5g05400 - no entry null
at_At5g06860 - no entry null
at_At5g07150 - no entry null
at_At5g07280 - mips_08_13 "receptor-like protein kinase-like protein"
at_At5g10290 - no entry null
at_At5g11370 - no entry null
at_At5g16900 - no entry null
at_At5g17680 - no entry null
at_At5g18770 - no entry null
at_At5g20690 - no entry null
at_At5g21090 - no entry null
at_At5g22660 - no entry null
at_At5g23400 - mips_08_13 "disease resistance protein-like"
at_At5g25550 - mips_10_05 "extensin - like protein"
mips_13_11
mips_40_01
mips_40_02
at_At5g27060 - mips_08_13 "resistance protein - like"
at_At5g38580 - mips_98 "putative protein"
at_At5g38590 - no entry null
at_At5g38850 - no entry null
at_At5g41180 - no entry null
at_At5g41550 - no entry null
at_At5g43020 - no entry null
at_At5g44850 - no entry null
at_At5g44870 - no entry null
at_At5g44970 - no entry null
at_At5g45050 - no entry null
at_At5g45780 - no entry null
at_At5g45840 - mips_08_13 "receptor protein kinase-like protein"
at_At5g46520 - no entry null
at_At5g48740 - no entry null
at_At5g48770 - no entry null
at_At5g48940 - mips_08_13 "receptor protein kinase-like protein"
at_At5g49140 - no entry null
at_At5g49750 - no entry null
at_At5g52480 - mips_13_05 "nodulin-like protein"
mips_25_03
at_At5g53640 - no entry null
at_At5g53840 - no entry null
at_At5g54820 - no entry null
at_At5g55000 - mips_67_01 "FH protein interacting protein FIP2 (gb|AAF14550.1)"
at_At5g55540 - mips_08_13 "putative protein"
at_At5g56040 - mips_08_13 "receptor protein kinase-like protein"
at_At5g56380 - no entry null
at_At5g56400 - no entry null
at_At5g56440 - no entry null
at_At5g56690 - no entry null
at_At5g59660 - no entry null
at_At5g59670 - no entry null
at_At5g59680 - no entry null
at_At5g60610 - no entry null
at_At5g62230 - no entry null
at_At5g63020 - no entry null
at_At5g63410 - no entry null
at_At5g66330 - no entry null
at_At5g67200 - no entry null
at_At1g11130 - mips_10_05 "leucine-rich repeat transmembrane protein kinase, putative"
mips_40_01
at_At1g12040 - mips_08_13 "leucine-rich repeat/extensin 1 (LRX1)"
mips_40_01
at_At1g17600 - no entry null
at_At1g24650 - no entry null
at_At1g31420 - no entry null
at_At1g33670 - no entry null
at_At1g48390 - no entry null
at_At1g53730 - no entry null
at_At1g56520 - no entry null
at_At1g56610 - no entry null
at_At1g59780 - no entry null
at_At1g60400 - no entry null
at_At1g61190 - no entry null
at_At1g63740 - no entry null
at_At1g69990 - no entry null
at_At1g78750 - no entry null
at_At2g04230 - no entry null
at_At2g14440 - no entry null
at_At2g14510 - no entry null
at_At2g15300 - no entry null
at_At2g19230 - no entry null
at_At2g25470 - mips_08_13 "putative disease resistance protein"
at_At2g34930 - mips_08_13 "putative disease resistance protein"
at_At2g42290 - no entry null
at_At3g14710 - no entry null
at_At3g18150 - no entry null
at_At3g19700 - mips_10_05 "receptor-like protein kinase, putative"
at_At3g22800 - mips_40_01 "hypothetical protein"
at_At3g23010 - mips_08_13 "disease resistance protein, putative"
at_At3g23120 - mips_08_13 "disease resistance protein, putative"
at_At3g24660 - no entry null
at_At3g25670 - no entry null
at_At3g27290 - no entry null
at_At3g29830 - no entry null
at_At3g44180 - no entry null
at_At3g44810 - no entry null
at_At3g47110 - no entry null
at_At3g49020 - no entry null
at_At3g50690 - mips_06_10 "putative protein"
mips_40_09
at_At3g52680 - no entry null
at_At3g62230 - no entry null
at_At4g03630 - no entry null
at_At4g08450 - no entry null
at_At4g11170 - no entry null
at_At4g13340 - no entry null
at_At4g13880 - no entry null
at_At4g15060 - no entry null
at_At4g16880 - no entry null
at_At4g22280 - no entry null
at_At4g23740 - mips_10_05 "putative receptor kinase"
at_At4g23840 - no entry null
at_At4g33970 - mips_08_13 "extensin-like protein"
mips_40_01
at_At4g34220 - no entry null
at_At5g05160 - no entry null
at_At5g12940 - no entry null
at_At5g14210 - no entry null
at_At5g16000 - no entry null
at_At5g18350 - no entry null
at_At5g22590 - no entry null
at_At5g22610 - no entry null
at_At5g22670 - mips_99 "unknown protein"
at_At5g22690 - no entry null
at_At5g27750 - no entry null
at_At5g36930 - no entry null
at_At5g40910 - no entry null
at_At5g40920 - no entry null
at_At5g41830 - no entry null
at_At5g46510 - no entry null
at_At5g49660 - no entry null
at_At5g49760 - no entry null
at_At5g51350 - no entry null
at_At5g56700 - no entry null
at_At5g56800 - no entry null
at_At5g58120 - no entry null
at_At5g62970 - no entry null
at_At5g65710 - mips_08_13 "receptor protein kinase-like protein"
at_At5g67280 - mips_08_13 "receptor-like protein kinase"
------------------
Rule 1
a.118.6 <= 0.0024
-> class mips_04_05_99 "other mRNA-transcription activities"
Evaluation on training data (3968 items):
at_At1g11900 mips_04_05_99 "hypothetical protein"
at_At1g13040 mips_04_05_99 "hypothetical protein"
at_At1g18900 mips_04_05_99 "hypothetical protein"
at_At1g62680 mips_04_05_99 "PPR-repeat protein"
at_At1g71060 mips_04_05_99 "hypothetical protein"
at_At1g74750 mips_04_05_99 ""
at_At1g74850 mips_04 "hypothetical protein"
mips_04_05
mips_04_05_99
mips_99
at_At1g79540 mips_04_05_99 "hypothetical protein"
at_At2g01390 mips_04_05_99 "hypothetical protein"
at_At2g30780 mips_04_05_99 "hypothetical protein"
at_At3g13160 mips_04_05_99 "unknown protein"
at_At3g46870 mips_04_05_99 "putative protein"
at_At3g53700 mips_04_05_99 "putative protein"
at_At4g01570 mips_04_05_99 "hypothetical protein"
at_At4g19440 mips_04_05_99 "putative protein"
at_At4g19900 mips_04_05_99 "putative protein"
at_At4g28010 mips_04_05_99 "putative protein"
at_At4g38010 - mips_02 "putative protein"
mips_02_30
mips_06
mips_06_01
mips_08
mips_08_99
mips_30
mips_30_26
mips_30_26_03
mips_99
at_At5g36300 mips_04_05_99 "putative protein"
Training Accuracy: 18/19 (94.74%)
Training Frequency class 'mips_04_05_99': 84/3968 (2.12%)
Evaluation on validation data (1980 items):
at_At1g04530 - mips_06_07_02 "unknown protein"
mips_06_07_02_01
mips_08_10
mips_40_19
at_At1g12700 mips_04_05_99 "hypothetical protein"
at_At1g27110 - mips_20_25_16 "hypothetical protein"
at_At1g31840 mips_04_05_99 "hypothetical protein"
at_At2g01860 mips_04_05_99 "hypothetical protein"
at_At2g06000 mips_04_05 "hypothetical protein"
mips_04_05_99
at_At2g31400 mips_04_05_99 "unknown protein"
at_At3g18970 - mips_30_26 "hypothetical protein"
mips_30_26_03
at_At3g25210 mips_04_05 "hypothetical protein"
mips_04_05_99
at_At3g59380 - mips_01_06_07 "protein farnesyltransferase subunit A (FTA)"
mips_06_07_99
mips_10
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_01
mips_13_11
mips_20_25_01
mips_20_25_01_01
at_At4g24490 - mips_01_06_07 "Rab geranylgeranyl transferase like protein (fragment)"
mips_06_07_99
mips_20_25
mips_20_25_01
mips_20_25_01_01
Validation Accuracy: 6/11 (54.55%)
Validation Frequency class 'mips_04_05_99': 39/1980 (1.97%)
Evaluation on propertest data (3048 items):
at_At1g06270 mips_04_05_99 "unknown protein"
at_At1g13630 mips_04 "hypothetical protein"
mips_04_05_99
at_At1g28020 mips_04_05_99 "hypothetical protein"
at_At1g63320 mips_04_05_99 "hypothetical protein"
at_At1g63630 mips_04_05_99 "hypothetical protein"
at_At1g77360 mips_04_05_99 ""
at_At2g19280 mips_04_05_99 "putative salt-inducible protein"
at_At2g27800 mips_04_05_99 "hypothetical protein"
at_At2g41720 mips_04_05_99 "putative salt-inducible protein"
at_At3g09060 mips_04 "hypothetical protein"
mips_04_05
mips_04_05_99
mips_99
at_At3g16010 mips_04_05_99 "hypothetical protein"
at_At3g17880 - mips_11_07_99 "thioredoxin, putative"
mips_40_26
mips_40_26_03
mips_40_27
at_At3g18420 - mips_06_07_02 "unknown protein"
mips_06_07_02_01
at_At3g48810 mips_04_05_99 "putative protein"
at_At3g60960 mips_04_05_99 "putative protein"
at_At4g01990 mips_04_05_99 "unknown protein"
at_At5g04810 mips_04_05_99 "membrane-associated salt-inducible protein-like"
at_At5g09320 - mips_08_07_22 "putative protein"
mips_08_13
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
at_At5g25630 mips_04_05_99 "putative protein"
at_At5g39710 mips_04_05_99 "putative protein"
at_At5g39980 mips_04_05_99 "putative protein"
at_At5g41820 - mips_01_06_07 "geranylgeranyl transferase alpha subunit-like protein"
mips_06_07_99
mips_20_25_01
mips_20_25_01_01
at_At5g64320 mips_04_05_99 "putative protein"
Propertest Accuracy: 19/23 (82.61%)
Propertest Frequency class 'mips_04_05_99': 66/3048 (2.17%)
New (unknown) data (1980 items):
at_At1g03540 - no entry null
at_At1g05750 - no entry null
at_At1g06580 - no entry null
at_At1g09220 - no entry null
at_At1g09680 - no entry null
at_At1g16480 - no entry null
at_At1g19290 - no entry null
at_At1g23450 - no entry null
at_At1g25360 - no entry null
at_At1g55890 - no entry null
at_At1g56690 - no entry null
at_At1g60770 - no entry null
at_At1g62910 - no entry null
at_At1g64310 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g64580 - no entry null
at_At1g73400 - no entry null
at_At1g74400 - no entry null
at_At1g77150 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g77340 - mips_06_01 ""
at_At1g80880 - mips_06_01 "hypothetical protein"
at_At2g02750 - mips_02 "hypothetical protein"
mips_02_30
mips_08_99
at_At2g04860 - mips_02_30 "hypothetical protein"
at_At3g15130 - no entry null
at_At3g49140 - no entry null
at_At3g49740 - no entry null
at_At3g61520 - no entry null
at_At4g01400 - no entry null
at_At4g14170 - no entry null
at_At4g18840 - mips_06_01 "putative protein"
at_At4g20770 - mips_02_30 "putative protein"
mips_08_99
at_At4g32430 - mips_02 "putative protein"
mips_02_30
mips_08_99
at_At4g37380 - no entry null
at_At5g04780 - no entry null
at_At5g13230 - no entry null
at_At5g16420 - no entry null
at_At5g20190 - no entry null
at_At5g37570 - mips_06_01 "putative protein"
at_At5g52630 - no entry null
at_At5g55840 - mips_02_30 "putative protein"
mips_08_99
at_At1g02370 - no entry null
at_At1g07280 - no entry null
at_At1g08070 - no entry null
at_At1g09190 - mips_02_30 "hypothetical protein"
at_At1g17630 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g20300 - no entry null
at_At1g26900 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g28690 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g29710 - mips_99 ""
at_At1g31920 - no entry null
at_At1g52620 - no entry null
at_At1g53330 - no entry null
at_At1g56570 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g62260 - no entry null
at_At1g74630 - no entry null
at_At1g77170 - no entry null
at_At2g01510 - no entry null
at_At2g15690 - no entry null
at_At2g21090 - no entry null
at_At2g27610 - no entry null
at_At2g29760 - no entry null
at_At2g36730 - mips_02_30 "hypothetical protein"
mips_08_99
at_At2g41080 - no entry null
at_At3g09040 - mips_02_30 "hypothetical protein"
mips_08_99
at_At3g14330 - no entry null
at_At3g15590 - no entry null
at_At3g16610 - no entry null
at_At3g16710 - no entry null
at_At3g18110 - no entry null
at_At3g48250 - no entry null
at_At3g50420 - mips_02_30 "putative protein"
mips_08_99
at_At3g51320 - no entry null
at_At3g59040 - no entry null
at_At4g01030 - no entry null
at_At4g14050 - no entry null
at_At4g15720 - no entry null
at_At4g16470 - no entry null
at_At4g19220 - mips_02 "putative protein"
mips_02_30
mips_08
mips_08_99
mips_99
at_At4g21070 - no entry null
at_At4g31850 - no entry null
at_At4g33170 - no entry null
at_At4g34820 - no entry null
at_At5g08510 - no entry null
at_At5g13270 - no entry null
at_At5g15010 - no entry null
at_At5g15300 - mips_06_01 "putative protein"
at_At5g15340 - no entry null
at_At5g16860 - no entry null
at_At5g39350 - mips_02 "putative protein"
mips_02_30
mips_08
mips_08_99
at_At5g39680 - no entry null
at_At5g40410 - no entry null
at_At5g43790 - no entry null
at_At5g46100 - no entry null
at_At5g50990 - no entry null
at_At5g52850 - no entry null
at_At5g55740 - mips_02_30 "selenium-binding protein-like"
mips_08_99
at_At5g63200 - no entry null
at_At5g66500 - mips_02_30 "putative protein"
mips_08_99
at_At1g01970 - mips_06_01 "hypothetical protein"
at_At1g03510 - no entry null
at_At1g06140 - mips_02_30 "hypothetical protein"
mips_06
mips_06_01
mips_08_99
at_At1g09820 - no entry null
at_At1g22830 - no entry null
at_At1g26460 - no entry null
at_At1g43010 - no entry null
at_At1g53600 - no entry null
at_At1g62720 - no entry null
at_At1g73710 - no entry null
at_At2g17210 - no entry null
at_At2g34400 - mips_02_30 "hypothetical protein"
mips_08_99
at_At3g13880 - mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At3g14580 - no entry null
at_At3g18840 - no entry null
at_At3g20730 - mips_02_30 "unknown protein"
mips_06
mips_08_99
at_At3g22670 - no entry null
at_At4g08210 - mips_02_30 "putative protein"
mips_08_99
at_At4g21190 - no entry null
at_At4g22760 - no entry null
at_At4g28200 - no entry null
at_At4g32450 - no entry null
at_At4g33990 - no entry null
at_At5g02830 - mips_06 "putative protein"
mips_06_01
at_At5g06540 - no entry null
at_At5g16640 - no entry null
at_At5g42450 - no entry null
at_At5g58550 - no entry null
at_At5g62370 - no entry null
------------------
Rule 626
a.118.8 <= 0.019
a.2.3 > 0.0018
b > 0.02
c > 0.02
d > 0.02
g.44.1 > 0.013
-> class mips_04_05_99 "other mRNA-transcription activities"
Evaluation on training data (3968 items):
at_At1g02060 mips_04_05_99 "unknown protein"
at_At1g08610 mips_04_05_99 "hypothetical protein"
at_At1g10910 mips_04_05_99 "membrane-associated salt-inducible protein isolog"
at_At1g11630 mips_04_05 "putative membrane-associated salt-inducible protein"
mips_04_05_99
at_At1g12300 mips_04_05_99 "hypothetical protein"
at_At1g12620 mips_04_05_99 "putative protein"
at_At1g13040 mips_04_05_99 "hypothetical protein"
at_At1g13800 mips_04_05_99 "hypothetical protein"
at_At1g16830 mips_04_05_99 "hypothetical protein"
at_At1g17680 - mips_40_10_99 "hypothetical protein"
at_At1g17760 mips_04_05_05 "unknown protein (At1g17760)"
mips_04_05_05_05
mips_04_05_99
mips_63_03_03
at_At1g22960 mips_04_05_99 "putative salt-inducible protein"
at_At1g26500 mips_04_05_99 "hypothetical protein"
at_At1g27150 - mips_10_05 "unknown protein"
mips_20
mips_20_25
mips_20_25_16
at_At1g30630 - mips_06_04 "coatomer-like protein, epsilon subunit"
mips_08
mips_08_07
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_40_08
mips_40_09
at_At1g52640 mips_04_05_99 ""
at_At1g56090 - mips_03_03_01_01 "unknown protein"
mips_03_03_01_01_11
mips_03_03_01_01_13
mips_03_03_01_03
mips_03_03_04
mips_03_03_04_07
mips_30_05
mips_40_04_05
mips_40_05
at_At1g61870 mips_04_05_99 "unknown protein"
at_At1g62590 mips_04_05_99 "putative membrane-associated salt-inducible protein (AL021637); similar to EST gb|AA728420"
at_At1g62670 mips_04_05_99 "PPR-repeat protein"
at_At1g62680 mips_04_05_99 "PPR-repeat protein"
at_At1g62860 mips_04 "hypothetical protein"
mips_04_05_99
at_At1g63080 mips_04_05_99 "unknown protein"
at_At1g63150 mips_04_05_99 "unknown protein"
at_At1g63230 mips_04_05_99 "hypothetical protein"
at_At1g65080 - mips_02_11_05 "F16G16.8"
mips_02_13
mips_08_04
mips_30_16
at_At1g68980 mips_04_05_99 "unknown protein"
at_At1g71060 mips_04_05_99 "hypothetical protein"
at_At1g74580 mips_04_05_99 "hypothetical protein"
at_At1g74750 mips_04_05_99 ""
at_At1g74850 mips_04 "hypothetical protein"
mips_04_05
mips_04_05_99
mips_99
at_At1g77230 - mips_06_07_02 "hypothetical protein"
mips_06_07_02_01
at_At1g79080 mips_04_05_99 "hypothetical protein"
at_At1g79540 mips_04_05_99 "hypothetical protein"
at_At2g01740 mips_04_05_99 "hypothetical protein"
at_At2g15630 mips_04_05_99 "putative salt-inducible protein"
at_At2g16880 mips_04_05_99 "putative salt-inducible protein"
at_At2g25290 - mips_14_01_03 "unknown protein"
mips_25_05_09
mips_25_05_25
at_At2g26790 mips_04 "putative salt-inducible protein"
mips_04_05
mips_04_05_99
mips_99
at_At2g26990 - mips_04_05_01_04_99 "putative PCI domain protein"
mips_06_13_01
mips_06_13_01_01
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_03
at_At2g34840 - mips_06_04 "putative coatomer epsilon subunit"
mips_08
mips_08_07
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_40_08
mips_40_09
at_At2g48000 mips_04_05_99 "hypothetical protein"
at_At3g07290 mips_04_05_99 "hypothetical protein"
at_At3g13210 - mips_03_03 "crn-like protein"
mips_03_03_01
mips_04_05_05
mips_04_05_05_01
mips_40_10_99
at_At3g14110 - mips_06_04 "unknown protein"
mips_08_04
mips_11
mips_11_01
mips_14
mips_14_01
mips_40_10_99
mips_40_16
mips_67
mips_67_99
at_At3g15200 mips_04_05_99 "hypothetical protein"
at_At3g22470 mips_04_05_99 "hypothetical protein"
at_At3g42630 mips_04_05_99 "unknown protein"
at_At3g46610 mips_04_05_99 "hypothetical protein"
at_At3g49240 mips_04_05_99 "putative protein"
at_At3g52140 - mips_05 "putative protein"
mips_05_04
mips_14
mips_14_04
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_01
mips_20_25_16_01_07
mips_25
mips_25_05
mips_30
mips_30_16
mips_40_03
mips_63
at_At3g53170 mips_04_05_99 "nodulin / glutamate-ammonia ligase - like protein"
at_At3g53700 mips_04_05_99 "putative protein"
at_At3g56150 - mips_05_04_01 "PROBABLE EUKARYOTIC TRANSLATION INITIATION FACTOR 3 SUBUNIT 8"
at_At3g57290 - mips_04_05 "p48 protein"
mips_05
mips_05_04
mips_05_04_01
mips_05_07
mips_06_01
mips_06_10
mips_11
mips_11_05
mips_11_05_99
mips_14
mips_14_01
mips_14_01_01
mips_14_01_99
mips_40_03
mips_48
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_99
mips_63_01
mips_63_03
mips_63_03_03
at_At3g60980 mips_04_05_99 "putative protein"
at_At4g19440 mips_04_05_99 "putative protein"
at_At4g19900 mips_04_05_99 "putative protein"
at_At4g20090 mips_04_05_99 "membrane-associated salt-inducible-like protein"
at_At4g21880 mips_04 "putative protein"
mips_04_05
mips_04_05_99
at_At4g22970 - mips_03_03 "putative protein"
mips_03_03_01
at_At4g24820 - mips_06_13_01 "putative proteasome regulatory subunit"
mips_06_13_01_01
mips_25_05_25
mips_62_02_01_02
at_At4g28010 mips_04_05_99 "putative protein"
at_At4g32070 mips_03_03_01_01 "putative protein"
mips_03_03_01_01_11
mips_03_03_04
mips_03_03_04_07
mips_04_05_99
mips_06_07_03
mips_10_01_05_01
mips_48
mips_62_01
mips_62_01_01
at_At4g32820 - mips_10_01_09 "putative protein"
mips_10_01_09_03
mips_62_02_01_02
mips_63_17_01
at_At4g37210 - mips_03_01_01 "unknown protein"
mips_03_01_01_01
mips_03_01_99
mips_06_07_03
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_25_05_25
mips_30_10
mips_30_10_03
mips_33
mips_33_03
mips_33_03_02
mips_43
mips_43_03
mips_43_03_02
mips_45
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
mips_62_01
mips_62_01_01
at_At4g38150 mips_04_05_99 "putative protein"
at_At4g39470 - mips_06_07_02 "unknown protein"
mips_06_07_02_01
mips_08_04
at_At5g02860 mips_04_05_99 "putative protein"
at_At5g11310 mips_04_05_99 "putative protein"
at_At5g14080 mips_04_05_99 "putative protein"
at_At5g17270 - mips_14_01_03 "putative protein"
mips_25_05_09
mips_25_05_25
at_At5g28220 - mips_62_02_01_02 "putative protein"
at_At5g36300 mips_04_05_99 "putative protein"
at_At5g37130 - mips_01 "putative protein"
mips_05
mips_06
mips_06_07
mips_10
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_25
mips_25_05
mips_25_05_09
mips_25_05_25
mips_40
mips_40_03
mips_40_10
mips_63
mips_63_01
mips_99
at_At5g37590 - mips_08_02 "kinesin -like protein"
mips_30_04
mips_40_26
mips_40_26_03
mips_63_06
at_At5g41170 mips_04_05_99 "salt-inducible protein-like"
at_At5g41770 - mips_04_05_05_01 "cell cycle control crn (crooked neck) protein-like"
at_At5g43120 - mips_03 "putative protein"
mips_03_03
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_01
mips_06_13
mips_11
mips_11_01
mips_40_10
mips_40_10_99
at_At5g45990 - mips_04_05_05_01 "CRN (crooked neck) protein"
at_At5g46580 mips_04_05_99 "putative protein"
at_At5g46680 mips_04 "putative protein"
mips_04_05
mips_04_05_99
mips_06
mips_06_01
mips_99
at_At5g58450 - mips_25_05_25 "putative protein"
at_At5g65560 mips_04_05_99 "putative protein"
Training Accuracy: 57/84 (67.86%)
Training Frequency class 'mips_04_05_99': 84/3968 (2.12%)
Evaluation on validation data (1980 items):
at_At1g14470 mips_04_05_99 "hypothetical protein"
at_At1g22700 - mips_06_07 "unknown protein"
mips_06_07_02
mips_06_07_02_01
mips_08
mips_08_04
mips_40_16
at_At1g29150 - mips_04_05_01_04_99 "19S proteosome subunit 9 like protein"
mips_06_13_01
mips_06_13_01_01
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_03
at_At1g61690 - mips_13_03 "hypothetical protein"
mips_13_03_01
mips_30_22
mips_30_25
mips_40_09
mips_40_22
mips_63_17
mips_63_17_09
at_At1g69290 mips_04_05_99 "putative protein"
at_At1g80150 mips_04_05_99 ""
at_At2g06000 mips_04_05 "hypothetical protein"
mips_04_05_99
at_At2g18940 mips_04_05_99 "putative salt-inducible protein"
at_At2g20000 - mips_03_03_01 "CDC27/NUC2-like protein"
mips_03_03_01_01
mips_03_03_01_01_11
mips_03_03_01_01_13
mips_03_03_01_03
mips_03_03_04
mips_03_03_04_07
mips_03_03_05
mips_03_03_05_01
mips_14_01_01
mips_30_05
mips_40_04
mips_40_04_05
mips_40_05
mips_62_01
mips_62_01_07
at_At2g31400 mips_04_05_99 "unknown protein"
at_At3g06920 mips_04_05_99 "hypothetical protein"
at_At3g13150 mips_04_05_99 "hypothetical protein"
at_At3g17740 - mips_04_05_05 "hypothetical protein"
at_At3g18020 mips_04_05_99 "hypothetical protein"
at_At3g23020 mips_04_05_99 "hypothetical protein"
at_At3g48150 - mips_03_03_01_01_09 "cell division cycle protein 23 homolog"
mips_03_03_04
mips_03_03_04_07
at_At3g51110 - mips_04_05_05_01 "crooked neck-like protein"
at_At3g54980 mips_02_30 "putative protein"
mips_04_05_99
at_At3g56030 mips_04_05_99 "putative protein"
at_At3g62470 mips_04_05_99 "putative protein"
at_At3g62540 mips_04_05_99 "putative protein"
at_At4g11690 mips_04_05_99 "putative protein"
at_At4g20410 - mips_08_07_03 "unknown protein"
mips_08_07_05
mips_08_16
mips_08_16_05
mips_13_03
mips_13_03_01
mips_40_07
mips_40_09
at_At4g20740 mips_04 "putative protein"
mips_04_05
mips_04_05_99
mips_99
at_At5g21990 - mips_03_03 "putative protein"
mips_03_03_01
mips_03_03_01_01
mips_03_03_01_01_11
mips_03_03_01_01_13
mips_03_03_01_03
mips_03_03_04
mips_03_03_04_07
mips_05
mips_06_01
mips_06_04
mips_30_05
mips_40_04
mips_40_04_05
mips_40_05
mips_40_10_99
at_At5g24830 mips_04_05_99 "putative protein"
at_At5g42310 mips_04_05_99 "maize crp1 protein-like"
at_At5g43820 mips_02_30 "putative protein"
mips_04_05_99
mips_08_99
at_At5g59900 mips_04_05 "putative protein"
mips_04_05_99
at_At5g61400 mips_04_05_99 "putative protein"
at_At5g65820 mips_04_05_99 "putative protein"
at_At5g67570 mips_04_05_99 "putative protein"
Validation Accuracy: 23/32 (71.88%)
Validation Frequency class 'mips_04_05_99': 39/1980 (1.97%)
Evaluation on propertest data (3048 items):
at_At1g03100 mips_02_30 "hypothetical protein"
mips_04_05_99
mips_08_99
at_At1g03560 mips_04_05_99 "hypothetical protein"
at_At1g04080 - mips_04_05_05 "unknown protein"
mips_04_05_05_01
at_At1g04130 - mips_03_03_01_01 "unknown protein (At1g04130)"
mips_03_03_01_01_11
mips_03_03_01_01_13
mips_03_03_01_03
mips_30_05
mips_40_05
at_At1g04190 - mips_01 "unknown protein"
mips_06
mips_06_07
mips_06_07_02
mips_06_07_02_01
mips_20
mips_20_25
mips_20_25_16
mips_40_03
mips_40_10
mips_63
mips_63_01
at_At1g04770 - mips_06_07_02 "hypothetical protein"
mips_06_07_02_01
at_At1g05600 mips_04 "hypothetical protein"
mips_04_05
mips_04_05_99
mips_99
at_At1g06590 - mips_03_03_01_01 "unknown protein"
mips_03_03_04
mips_03_03_04_07
at_At1g09900 mips_04_05_99 "hypothetical protein"
at_At1g11710 mips_04_05_99 "putative salt-inducible protein"
at_At1g14090 mips_04_05_99 "unknown protein"
at_At1g15480 mips_02_30 "hypothetical protein"
mips_04_05_99
at_At1g28020 mips_04_05_99 "hypothetical protein"
at_At1g30290 mips_04_05_99 "hypothetical protein"
at_At1g62930 mips_04_05_99 "unknown protein"
at_At1g63130 mips_04_05_99 "unknown protein"
at_At1g63400 mips_04_05_99 "PPR-repeat protein"
at_At1g77360 mips_04_05_99 ""
at_At1g78770 - mips_03 "hypothetical protein"
mips_03_03
mips_03_03_01
mips_03_03_04
mips_03_03_04_07
mips_06_13
mips_06_13_01
mips_40_04
mips_40_04_05
mips_63_01
at_At1g79490 mips_04_05_99 "hypothetical protein"
at_At1g80270 mips_02_30 "Unknown protein (At1g80270; F5I6.2)"
mips_04_05_99
mips_08_99
at_At1g80410 - mips_01_06_07 "putative N-terminal acetyltransferase (At1g80410)"
mips_05_99
at_At2g19280 mips_04_05_99 "putative salt-inducible protein"
at_At2g25730 - mips_63_17_09 "unknown protein"
at_At2g32630 mips_04_05_99 "putative salt-inducible protein"
at_At2g37400 - mips_06_07_02 "unknown protein"
mips_06_07_02_01
at_At2g38420 mips_04_05_99 "hypothetical protein"
at_At2g41720 mips_04_05_99 "putative salt-inducible protein"
at_At3g09650 mips_04 "hypothetical protein"
mips_04_05_99
at_At3g11380 mips_04_05_99 "hypothetical protein"
at_At3g16320 - mips_03_03_01_01_11 "unknown protein"
mips_03_03_01_01_13
mips_03_03_01_03
mips_03_03_04
mips_03_03_04_07
mips_03_03_05
mips_03_03_05_01
mips_06_10
mips_14_01_01
mips_30_05
mips_40_04_05
mips_40_05
mips_62_01_07
at_At3g16890 mips_04_05_99 "hypothetical protein"
at_At3g48810 mips_04_05_99 "putative protein"
at_At3g53560 - mips_06_07_02 "putative protein"
mips_06_07_02_01
mips_06_13_01
at_At3g56450 - mips_08_07 "alpha-soluble NSF attachment like protein"
mips_08_16
mips_08_19
mips_13_03
mips_13_03_01
mips_30_25
mips_40_08
at_At3g61140 - mips_05_04 "FUSCA PROTEIN (FUS6)"
mips_06_13_01
mips_06_13_01_01
mips_25_05_25
mips_40_07
mips_40_10_99
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
at_At4g04790 mips_04_05 "hypothetical protein"
mips_04_05_99
at_At4g08320 - mips_11_01_05 "putative protein (fragment)"
mips_11_05_05
mips_11_05_05_05
at_At4g30480 - mips_06_01 "unknown protein"
mips_40_10_99
at_At5g01110 mips_04 "putative protein"
mips_04_05_99
mips_99
at_At5g02590 - mips_14_01_03 "putative protein"
mips_25_05_09
at_At5g04810 mips_04_05_99 "membrane-associated salt-inducible protein-like"
at_At5g12100 mips_04_05_99 "putative protein"
at_At5g13770 mips_04_05_99 "putative protein"
at_At5g15980 mips_04 "putative protein"
mips_04_05
mips_04_05_99
mips_99
at_At5g25630 mips_04_05_99 "putative protein"
at_At5g28460 mips_04_05_99 "putative protein"
at_At5g28740 - mips_03_03_01 "putative protein"
mips_04_05_05
mips_04_05_05_01
mips_25_05_10
at_At5g39710 mips_04_05_99 "putative protein"
at_At5g39980 mips_04_05_99 "putative protein"
at_At5g40400 mips_04_05_99 "putative protein"
at_At5g46400 - mips_02_45 "putative protein"
mips_03_03
mips_03_03_01
mips_13_05
mips_20_25
mips_20_25_09
mips_25_05_15
mips_30_04
mips_30_04_03
mips_35_03_12
mips_40_04
mips_40_04_03
mips_45
mips_45_03
mips_45_03_12
mips_63_06
at_At5g48730 mips_04_05_99 "putative protein"
at_At5g50280 mips_04_05_99 "putative protein"
at_At5g54440 - mips_08_07 "unknown protein"
mips_08_07_03
mips_40_08
mips_67
at_At5g57260 - mips_11_07_01 "cytochrome P450"
at_At5g61370 mips_04_05_99 "unknown protein"
at_At5g61970 - mips_05_01 "signal recognition particle - like protein"
mips_40_07
mips_40_10_07
at_At5g61990 mips_04_05_99 "unknown protein"
at_At5g64320 mips_04_05_99 "putative protein"
Propertest Accuracy: 39/60 (65.00%)
Propertest Frequency class 'mips_04_05_99': 66/3048 (2.17%)
New (unknown) data (1980 items):
at_At1g05750 - no entry null
at_At1g06580 - no entry null
at_At1g10270 - no entry null
at_At1g15290 - mips_30_16 "unknown protein"
at_At1g15510 - no entry null
at_At1g16480 - no entry null
at_At1g19290 - no entry null
at_At1g20230 - no entry null
at_At1g25360 - no entry null
at_At1g28000 - no entry null
at_At1g31790 - no entry null
at_At1g33350 - mips_02_30 "unknown protein"
mips_08_99
at_At1g34160 - no entry null
at_At1g35660 - no entry null
at_At1g43980 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g50270 - mips_02_30 "hypothetical protein"
at_At1g52450 - no entry null
at_At1g56440 - mips_06_01 "hypothetical protein"
at_At1g56690 - no entry null
at_At1g62910 - no entry null
at_At1g64100 - no entry null
at_At1g64580 - no entry null
at_At1g74900 - no entry null
at_At1g76630 - no entry null
at_At1g80130 - no entry null
at_At1g80550 - no entry null
at_At2g01360 - no entry null
at_At2g01380 - no entry null
at_At2g03880 - no entry null
at_At2g15820 - mips_02_30 "unknown protein"
mips_08_99
at_At2g16650 - no entry null
at_At2g20710 - no entry null
at_At2g22410 - no entry null
at_At2g31240 - no entry null
at_At2g33680 - mips_02_30 "hypothetical protein"
at_At2g34230 - no entry null
at_At2g36240 - no entry null
at_At2g38780 - no entry null
at_At2g39230 - no entry null
at_At2g41520 - mips_06_01 "Unknown protein"
mips_08_10
mips_40_19
at_At2g43040 - no entry null
at_At2g46050 - mips_02_30 "hypothetical protein"
mips_06_01
mips_08_99
at_At2g46900 - no entry null
at_At3g11460 - no entry null
at_At3g13770 - no entry null
at_At3g17040 - no entry null
at_At3g19990 - no entry null
at_At3g21470 - no entry null
at_At3g22690 - no entry null
at_At3g24000 - no entry null
at_At3g26580 - no entry null
at_At3g27960 - no entry null
at_At3g44360 - no entry null
at_At3g47080 - no entry null
at_At3g50030 - mips_05 "hypothetical protein"
mips_06_01
mips_11
mips_11_01
mips_40_08
mips_63_01
at_At3g56550 - no entry null
at_At3g57090 - mips_30_16 "unknown protein"
at_At3g61520 - no entry null
at_At4g02750 - no entry null
at_At4g10840 - no entry null
at_At4g14190 - mips_06_01 "salt-inducible protein homolog"
at_At4g18750 - no entry null
at_At4g20900 - no entry null
at_At4g21170 - no entry null
at_At4g26800 - no entry null
at_At4g30700 - no entry null
at_At4g31070 - mips_06_01 "putative protein"
at_At4g35850 - no entry null
at_At4g37380 - no entry null
at_At4g39620 - no entry null
at_At5g08310 - no entry null
at_At5g08490 - mips_02_30 "selenium-binding protein-like"
mips_08_99
at_At5g09950 - no entry null
at_At5g10090 - no entry null
at_At5g11040 - mips_08_07 "putative protein"
mips_40_08
at_At5g14770 - no entry null
at_At5g16420 - no entry null
at_At5g19020 - mips_02_30 "putative protein"
mips_08_99
at_At5g19400 - no entry null
at_At5g27300 - no entry null
at_At5g28380 - no entry null
at_At5g35430 - no entry null
at_At5g37570 - mips_06_01 "putative protein"
at_At5g40930 - no entry null
at_At5g44230 - no entry null
at_At5g50390 - no entry null
at_At5g51340 - no entry null
at_At5g52630 - no entry null
at_At5g55840 - mips_02_30 "putative protein"
mips_08_99
at_At5g59200 - no entry null
at_At5g59600 - mips_02_30 "putative protein"
mips_08_99
at_At5g65160 - no entry null
at_At1g02150 - no entry null
at_At1g02420 - no entry null
at_At1g04840 - no entry null
at_At1g06150 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g06710 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g07740 - no entry null
at_At1g08070 - no entry null
at_At1g09410 - no entry null
at_At1g10330 - no entry null
at_At1g11290 - no entry null
at_At1g17630 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g19720 - no entry null
at_At1g20300 - no entry null
at_At1g26900 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g27390 - no entry null
at_At1g31430 - no entry null
at_At1g52620 - no entry null
at_At1g53200 - no entry null
at_At1g55630 - no entry null
at_At1g59720 - no entry null
at_At1g62260 - no entry null
at_At1g62740 - mips_11_01 "TPR-repeat protein"
mips_14_01
at_At1g63070 - no entry null
at_At1g63330 - no entry null
at_At1g67650 - mips_01_04 "putative protein"
mips_40_07
at_At1g67680 - no entry null
at_At1g69350 - mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At1g71420 - no entry null
at_At1g74600 - mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At1g77170 - no entry null
at_At1g78120 - no entry null
at_At2g02980 - no entry null
at_At2g13600 - no entry null
at_At2g17140 - no entry null
at_At2g17670 - no entry null
at_At2g18520 - no entry null
at_At2g20540 - mips_99 "unknown protein"
at_At2g21090 - no entry null
at_At2g22070 - no entry null
at_At2g25580 - no entry null
at_At2g27630 - no entry null
at_At2g29760 - no entry null
at_At2g34370 - no entry null
at_At2g34540 - no entry null
at_At2g35030 - no entry null
at_At2g35130 - no entry null
at_At2g36730 - mips_02_30 "hypothetical protein"
mips_08_99
at_At2g40240 - no entry null
at_At2g42920 - no entry null
at_At2g44880 - no entry null
at_At3g08820 - no entry null
at_At3g09040 - mips_02_30 "hypothetical protein"
mips_08_99
at_At3g09490 - mips_40_08 "hypothetical protein"
at_At3g11350 - no entry null
at_At3g12770 - no entry null
at_At3g16710 - no entry null
at_At3g17370 - no entry null
at_At3g18110 - no entry null
at_At3g22150 - mips_02_30 "hypothetical protein"
mips_08_99
at_At3g25060 - mips_02_30 "hypothetical protein"
mips_08_99
at_At3g26540 - mips_02_30 "hypothetical protein"
mips_08_99
at_At3g27080 - no entry null
at_At3g27750 - mips_06_01 "unknown protein"
at_At3g28640 - no entry null
at_At3g28660 - no entry null
at_At3g29230 - mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At3g46790 - no entry null
at_At3g47840 - mips_02 "putative protein"
mips_02_30
mips_08
mips_08_99
mips_99
at_At3g47910 - no entry null
at_At3g49170 - no entry null
at_At3g51320 - no entry null
at_At3g56190 - mips_08_16 "alpha-soluble NSF attachment protein"
mips_08_19
mips_30_25
at_At3g57430 - no entry null
at_At3g60050 - no entry null
at_At3g61170 - no entry null
at_At3g61360 - no entry null
at_At3g62570 - no entry null
at_At3g62890 - no entry null
at_At3g63370 - no entry null
at_At4g04370 - mips_02_30 "hypothetical protein"
mips_08_99
at_At4g12400 - no entry null
at_At4g14820 - no entry null
at_At4g14850 - no entry null
at_At4g16390 - no entry null
at_At4g18520 - mips_06 "putative protein"
mips_06_01
mips_99
at_At4g25270 - mips_02_30 "putative protein"
mips_06_01
mips_08_99
at_At4g26680 - no entry null
at_At4g28080 - mips_05 "putative protein"
mips_05_04
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_16
mips_40_03
at_At4g28600 - no entry null
at_At4g31850 - no entry null
at_At4g32340 - no entry null
at_At4g34830 - no entry null
at_At4g35130 - no entry null
at_At4g36680 - no entry null
at_At4g39820 - no entry null
at_At5g02130 - no entry null
at_At5g03800 - no entry null
at_At5g06400 - no entry null
at_At5g08510 - no entry null
at_At5g15300 - mips_06_01 "putative protein"
at_At5g16860 - no entry null
at_At5g18950 - no entry null
at_At5g27460 - no entry null
at_At5g28340 - no entry null
at_At5g28370 - no entry null
at_At5g39350 - mips_02 "putative protein"
mips_02_30
mips_08
mips_08_99
at_At5g40410 - no entry null
at_At5g44330 - no entry null
at_At5g46100 - no entry null
at_At5g47360 - no entry null
at_At5g47460 - no entry null
at_At5g48390 - no entry null
at_At5g48910 - no entry null
at_At5g53080 - mips_63_06 "unknown protein"
at_At5g55740 - mips_02_30 "selenium-binding protein-like"
mips_08_99
at_At5g56310 - no entry null
at_At5g60960 - no entry null
at_At5g61800 - no entry null
at_At5g63200 - no entry null
at_At5g65520 - no entry null
at_At5g65570 - no entry null
at_At5g66520 - no entry null
at_At1g01320 - no entry null
at_At1g02910 - no entry null
at_At1g04590 - no entry null
at_At1g05150 - no entry null
at_At1g06140 - mips_02_30 "hypothetical protein"
mips_06
mips_06_01
mips_08_99
at_At1g07590 - no entry null
at_At1g09820 - no entry null
at_At1g12270 - no entry null
at_At1g13410 - no entry null
at_At1g22830 - no entry null
at_At1g27460 - no entry null
at_At1g27500 - no entry null
at_At1g28260 - no entry null
at_At1g30610 - mips_06_01 "hypothetical protein"
at_At1g53600 - no entry null
at_At1g58450 - mips_06_01 "hypothetical protein"
mips_25_03
at_At1g62390 - mips_40_08 "putative protein"
at_At1g62720 - no entry null
at_At1g68930 - no entry null
at_At1g71210 - no entry null
at_At1g71460 - mips_02_30 "unknown protein"
mips_08_99
at_At1g71490 - mips_02_30 "unknown protein"
mips_08_99
at_At1g73710 - no entry null
at_At1g76280 - mips_02_30 "hypothetical protein"
at_At1g77010 - no entry null
at_At2g06210 - mips_05 "putative TPR repeat nuclear phosphoprotein"
mips_06_07
mips_20
mips_40_03
mips_63_01
at_At2g20720 - no entry null
at_At2g29670 - no entry null
at_At2g32230 - mips_06_01 "hypothetical protein"
at_At2g32450 - mips_05 "putative O-GlcNAc transferase"
mips_06_07
mips_20
at_At2g34400 - mips_02_30 "hypothetical protein"
mips_08_99
at_At2g39090 - mips_05 "unknown protein"
mips_06_07
mips_20
at_At2g39580 - no entry null
at_At2g39620 - mips_02_30 "hypothetical protein"
mips_08_99
at_At2g40720 - mips_02_30 "unknown protein"
mips_08_99
at_At2g45350 - mips_02 "hypothetical protein"
mips_02_30
mips_08_99
at_At3g13880 - mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At3g14730 - no entry null
at_At3g15930 - no entry null
at_At3g16760 - no entry null
at_At3g18840 - no entry null
at_At3g23330 - no entry null
at_At3g25970 - mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At3g26630 - mips_02_30 "unknown protein"
mips_08_99
at_At3g27070 - no entry null
at_At3g29290 - mips_06_01 "hypothetical protein"
at_At3g49710 - no entry null
at_At3g51280 - mips_63_06 "MS5 like protein"
at_At3g53360 - mips_02 "putative protein"
mips_02_30
mips_08
mips_08_99
mips_99
at_At3g58590 - no entry null
at_At4g02820 - no entry null
at_At4g17940 - no entry null
at_At4g19160 - no entry null
at_At4g21300 - mips_02_30 "putative protein"
mips_08_99
at_At4g22670 - no entry null
at_At4g33990 - no entry null
at_At4g34090 - no entry null
at_At4g37170 - no entry null
at_At4g37460 - mips_14_01 "putative protein"
at_At5g06540 - no entry null
at_At5g09450 - no entry null
at_At5g10200 - mips_06_01 "putative protein"
at_At5g14820 - no entry null
at_At5g15280 - no entry null
at_At5g16280 - no entry null
at_At5g18390 - no entry null
at_At5g38730 - mips_02_30 "putative protein"
mips_08_99
at_At5g46460 - no entry null
at_At5g48850 - no entry null
at_At5g56290 - mips_30_19 "peroxisomal targeting signal type 1 receptor"
mips_40_19
at_At5g62370 - no entry null
------------------
Rule 792
a <= 1.6e-05
a.118.1 <= 3.3e-05
a.118.8 > 0.019
d > 0.02
-> class mips_40_10_05 "nuclear membrane"
Evaluation on training data (3968 items):
at_At1g01830 mips_03_01_05 "unknown protein"
mips_03_01_05_03
mips_03_03_01_01
mips_08_01
mips_30_10
mips_40_10_05
mips_40_10_99
at_At1g09270 mips_08_01 "putative importin beta binding domain"
mips_30_10
mips_30_10_05
mips_40_10_05
mips_67_01
mips_67_01_05
at_At1g23180 mips_06 "unknown protein"
mips_06_04
mips_08_01
mips_30
mips_30_10_05
mips_40
mips_40_10
mips_40_10_05
mips_63_01
at_At1g25490 - mips_03_03 "phosphoprotein phosphatase 2A regulatory subunit A (RCN1)"
mips_03_03_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_03
mips_14_01
mips_14_01_03
mips_14_01_03_01
mips_14_01_03_99
mips_14_01_05
mips_14_01_05_01
mips_14_01_99
at_At1g26170 mips_08_01 "hypothetical protein"
mips_14_10
mips_14_10_02
mips_30_10
mips_40_10_05
at_At1g27760 - mips_25_05_15 "unknown protein"
mips_35_03_12
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_45_03_15
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_11_09
mips_47_03_15
mips_47_03_15_05
mips_47_03_15_07
mips_63_99
at_At1g29030 - mips_06 "hypothetical protein"
mips_06_10
mips_14_10_02_01
mips_40
mips_40_10
mips_63_01
mips_98
at_At1g32880 mips_06_04 "hypothetical protein"
mips_08
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
at_At1g49780 mips_08_01 "hypothetical protein"
mips_40_10_05
at_At1g60070 - mips_08_07_07 "hypothetical protein"
mips_30_09
mips_40_09
at_At1g60190 mips_08_01 ""
mips_30_10_05
mips_40_10_05
at_At1g61350 mips_40_10_05 "unknown"
at_At1g62410 - mips_03_01_01 "hypothetical protein"
mips_13_11_03
mips_14_10
mips_25_01
mips_25_01_01
at_At1g64960 - mips_03_03_01_01 "hypothetical protein"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_03
mips_14_01
mips_14_01_03
mips_14_01_03_01
mips_14_01_03_99
mips_14_01_05
mips_14_01_05_01
mips_14_01_99
at_At1g67140 - mips_20_25 "hypothetical protein"
mips_20_25_16
at_At1g68940 mips_06_10 "hypothetical protein"
mips_08_01
mips_40_10_05
mips_67_01
mips_67_01_05
at_At1g71020 mips_08_01 "unknown protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At1g72560 mips_04_03 "putative exportin, tRNA (nuclear export receptor for tRNAs)"
mips_04_03_03
mips_04_07
mips_06_04
mips_08
mips_08_01
mips_10_05
mips_40_10_05
mips_40_10_99
at_At1g80930 - mips_03_01 "unknown protein"
mips_03_01_01
mips_03_03
mips_03_03_01
mips_05
mips_05_04
mips_13_11
mips_13_11_03
mips_13_11_03_13
mips_20
mips_14_10
mips_25_01
mips_25_01_01
mips_63_03_03
at_At2g13540 - mips_04_05_05 "nuclear cap-binding protein CBP80"
mips_04_05_05_01
mips_04_07
mips_04_09
mips_05
mips_05_04
mips_05_04_01
mips_08
mips_14_01
mips_14_01_03
mips_20
mips_40_10_99
at_At2g23140 mips_06_04 "hypothetical protein"
mips_10_01
mips_10_01_01
mips_40_10_05
mips_63_01
at_At2g27430 mips_03_01 "hypothetical protein"
mips_03_01_05
mips_03_01_05_03
mips_05
mips_06_04
mips_40_10_05
at_At2g28830 - mips_06_10 "unknown protein"
mips_08_01
mips_08_22
mips_30_10
mips_30_10_05
mips_67_01
mips_67_01_05
at_At2g31660 mips_01_03_16 "putative importin (nuclear transport factor ) protein"
mips_04_03
mips_04_03_03
mips_08_01
mips_40_10_05
at_At2g32730 - mips_04_03 "26S proteasome regulatory subunit"
mips_04_03_03
mips_06_07_11
mips_06_10
mips_06_13_01
mips_06_13_01_01
mips_08_01
mips_11_01_99
mips_40_07
mips_62
mips_62_01
mips_62_01_05
mips_62_01_07
mips_62_02
mips_62_02_01
at_At2g34040 - mips_14_10_02 "unknown protein"
mips_14_10_02_01
at_At2g35930 mips_40_10_05 "unknown protein"
at_At2g39260 - mips_01_03_16 "unknown protein"
mips_05_07
at_At2g46210 - mips_01_06_99 "putative fatty acid desaturase/cytochrome b5 fusion protein"
at_At2g46520 - mips_08_01 "putative cellular apoptosis susceptibility protein"
mips_14_10
mips_14_10_02
mips_30_10
at_At3g07360 mips_08_01 "putative protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At3g08800 - mips_01_04 "unknown protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_03
mips_04_99
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_03
mips_14_01
mips_14_01_03
mips_14_01_03_01
mips_14_01_03_99
mips_14_01_05
mips_14_01_05_01
mips_14_01_99
mips_14_04_03
mips_14_04_03_01
at_At3g15180 - mips_06_13_01 "unknown protein"
mips_06_13_01_01
mips_20_25_16_03
mips_20_25_16_03_05
mips_30_03
mips_48
mips_63_02
mips_63_19_03
at_At3g17340 mips_04_03 "hypothetical protein"
mips_04_03_03
mips_04_07
mips_06_04
mips_08
mips_08_01
mips_10_05
mips_40_10_05
at_At3g19380 mips_05 "hypothetical protein"
mips_06_04
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
at_At3g25800 - mips_10_01_05_01 "protein phosphatase 2A 65 kDa regulatory subunit"
mips_10_01_05_01_03
mips_14_01_03_01
mips_14_01_03_99
mips_14_01_05
mips_14_01_05_01
mips_14_01_99
at_At3g26600 mips_08_01 "unknown protein"
mips_30_10_05
mips_40_10_05
at_At3g47820 mips_05 "putative protein"
mips_06
mips_06_04
mips_08
mips_08_01
mips_30
mips_30_10
mips_30_10_05
mips_40_03
mips_40_10
mips_40_10_05
mips_63
mips_63_01
at_At3g52450 - mips_08_01 "putative protein"
mips_30_10
mips_30_10_05
at_At3g55480 - mips_06 "AP3-complex beta-3A adaptin subunit-like protein"
mips_06_04
mips_06_10
mips_08_07_22
mips_08_07_22_01
mips_10
mips_13
mips_13_03_01
mips_14
mips_14_04
mips_25_05
mips_30
mips_30_09
mips_40_09
mips_63_01
at_At3g57060 - mips_03_03_01_01 "putative protein"
mips_03_03_04
mips_03_03_04_03
mips_03_03_04_07
mips_14_01_03
mips_30_10
mips_30_10_03
mips_40_10_03
at_At3g59020 mips_01_03_16 "putative protein"
mips_08_01
mips_40_10_05
at_At3g60860 - mips_01_03_01 "guanine nucleotide exchange factor - like protein"
mips_06_04
mips_62_02
mips_62_02_03
mips_63_19
at_At3g61580 - mips_01_06_01 "delta-8 sphingolipid desaturase (sld1)"
mips_01_06_99
at_At4g12710 - mips_04 "putative protein"
mips_10
mips_10_01_01
mips_13
mips_13_07
mips_40_04
mips_40_10
at_At4g16490 mips_03 "hypothetical protein"
mips_03_01
mips_03_01_05
mips_03_01_05_03
mips_06_04
mips_08_01
mips_30
mips_30_10
mips_30_10_05
mips_40_03
mips_40_10_05
mips_63_01
at_At4g27640 - mips_62_02_01_02 "putative protein"
at_At4g28470 - mips_04_03 "putative protein"
mips_04_03_03
mips_06_07_11
mips_06_13_01
mips_06_13_01_01
at_At4g31890 mips_08_01 "putative protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At5g02150 mips_40_10_05 "putative protein"
at_At5g03070 mips_08_01 "importin alpha - like protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At5g17930 - mips_13_11 "unknown protein"
mips_13_11_03
mips_13_11_03_13
at_At5g18330 mips_05 "putative protein"
mips_06_04
mips_08
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
at_At5g37630 - mips_03_03_04 "chromosome condensation protein -like"
mips_03_03_04_07
mips_03_99
at_At5g48120 - mips_03_01_05_01 "unknown protein"
at_At5g50900 mips_08_01 "unknown protein"
mips_40_10_05
at_At5g57870 - mips_03_01_01 "eukaryotic initiation factor 4, eIF4-like protein"
mips_03_03_01_02
mips_05_04
mips_05_04_01
mips_05_07
mips_13_11_03
mips_14_10
mips_25_01
mips_25_01_01
mips_63_03_03
at_At5g67340 - mips_06_04 "putative protein"
mips_08
mips_10_01
mips_10_01_01
mips_40_03
mips_63_01
Training Accuracy: 27/58 (46.55%)
Training Frequency class 'mips_40_10_05': 52/3968 (1.31%)
Evaluation on validation data (1980 items):
at_At1g01960 - mips_01_03_01 "hypothetical protein"
mips_08_07
mips_40_08
mips_62_02_03
at_At1g04950 - mips_03_01_09 "putative TATA binding protein-associated factor (F13M7.6)"
mips_03_01_09_05
mips_04_05_01_01
at_At1g10560 mips_06 "unknown protein"
mips_06_04
mips_06_10
mips_08_01
mips_08_22
mips_10
mips_10_01_01
mips_30
mips_30_10_05
mips_40_04
mips_40_10
mips_40_10_05
mips_67
mips_67_01
mips_67_01_05
at_At1g13320 - mips_03_03_01_01 "hypothetical protein"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_03
mips_14_01
mips_14_01_03
mips_14_01_03_01
mips_14_01_03_99
mips_14_01_05
mips_14_01_05_01
mips_14_01_99
at_At1g23900 - mips_06_10 "gamma-adaptin, putative"
mips_08_07
mips_08_07_22
mips_08_07_22_01
mips_13_03
mips_13_03_01
mips_30_09
mips_40_08
mips_40_09
at_At1g27910 - mips_03_01_05_03 "hypothetical protein"
at_At1g29340 mips_08_01 "arm repeat-containing protein, putative"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At1g48760 - mips_01_07_01 "putative protein"
mips_08_07
mips_08_07_22
mips_08_07_22_01
mips_13_03
mips_13_03_01
mips_14_01_03
mips_25_05_09
mips_25_05_10
mips_30_09
mips_40_08
at_At1g76390 mips_06_10 "hypothetical protein"
mips_08_01
mips_30_10_05
mips_40_10_05
mips_67_01
mips_67_01_05
at_At1g77600 - mips_04_05_01_04_03 "hypothetical protein"
mips_14_01_01
mips_14_01_05
mips_47_03_15
mips_47_03_15_09
mips_63_19_03
at_At2g01690 - mips_03 "unknown protein"
mips_03_03
mips_03_03_01
mips_03_03_03
mips_04
mips_04_99
mips_14
mips_14_01
mips_14_04
mips_14_04_03
mips_14_04_03_01
mips_99
at_At2g03410 - mips_14 "unknown protein"
mips_14_04
mips_14_04_03
mips_14_04_03_01
at_At2g05810 mips_08_01 "hypothetical protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At2g24050 - mips_03_01_01 "putative eukaryotic initiation factor 4, eIF4"
mips_03_03_01_02
mips_05_04_01
mips_05_07
mips_13_11_03
mips_14_10
mips_25_01
mips_25_01_01
mips_63_03_03
at_At2g29190 - mips_04_05_01 "putative pumilio/Mpt5 family RNA-binding protein"
mips_04_05_01_04
mips_04_99
mips_14
mips_14_04
mips_63_03
at_At2g32550 - mips_25_05_23 "hypothetical protein"
at_At2g44900 mips_08_01 "hypothetical protein"
mips_13_07
mips_30_10
mips_30_10_05
mips_40_10_05
at_At3g06670 - mips_01_05_04 "unknown protein"
at_At3g45190 - mips_14_04_03 "putative protein"
mips_14_04_03_01
at_At3g51980 mips_40_10_05 "hypothetical protein"
at_At4g21350 - mips_03_01_05_03 "putative protein"
at_At4g31480 - mips_08_07 "putative protein"
mips_08_07_07
mips_08_07_22
mips_08_07_25
mips_40_08
mips_40_09
at_At4g38200 - mips_01_03_01 "guanine nucleotide-exchange protein -like"
mips_08_07
mips_40_08
at_At5g01770 - mips_14 "putative protein"
mips_14_04
mips_25
mips_25_05
mips_25_05_10
at_At5g01830 mips_06 "putative protein"
mips_08_01
mips_10
mips_10_01_01
mips_30_10
mips_30_10_05
mips_40_10
mips_40_10_05
mips_63_01
at_At5g12980 - mips_25_05_23 "putative protein"
at_At5g42340 mips_08_01 "arm repeat containing protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At5g47540 - mips_14_04_03 "unknown protein"
mips_14_04_03_01
at_At5g47690 - mips_03_03_02 "putative protein"
mips_04_05_01_04_03
mips_14_01_01
mips_14_01_05
mips_47_03_15
mips_47_03_15_09
mips_63_03_01
mips_63_19_03
at_At5g53480 mips_08_01 "importin beta"
mips_40_10_05
mips_63_17
mips_63_17_09
at_At5g59280 - mips_04 "putative protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_14
mips_14_04
mips_25
mips_25_05
mips_40
mips_40_03
mips_63
mips_63_03
mips_99
at_At5g62560 mips_06_04 "putative protein"
mips_08_01
mips_10_01
mips_10_01_01
mips_30
mips_30_10_05
mips_40_10_05
at_At5g62600 mips_04_07 "putative protein"
mips_04_09
mips_08_01
mips_40_10_05
at_At5g65920 mips_06_04 "Unknown protein (At5g65920; K14B20.9)"
mips_06_10
mips_08_01
mips_10_01
mips_10_01_01
mips_30
mips_30_10_05
mips_40_10_05
mips_67
mips_67_01
mips_67_01_05
Validation Accuracy: 12/34 (35.29%)
Validation Frequency class 'mips_40_10_05': 24/1980 (1.21%)
Evaluation on propertest data (3048 items):
at_At1g01950 - mips_08_22 "unknown protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04_05
mips_63_06
at_At1g02690 mips_03_01_05_03 "importin alpha, putative"
mips_08_01
mips_30_10_05
mips_40_10_05
at_At1g04810 - mips_04_03 "26S proteasome regulatory subunit, putative"
mips_04_03_03
mips_06_07_11
mips_06_13_01
mips_06_13_01_01
mips_08_01
mips_11_01_99
mips_62_01
mips_62_01_05
mips_62_01_07
at_At1g12430 - mips_08_22 "kinesin-like protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04_05
mips_63_06
at_At1g20780 - mips_08_01 "unknown protein (At1g20780)"
mips_30_10_05
at_At1g23030 mips_03_01_05_03 "unknown protein"
mips_08_01
mips_40_10_05
at_At1g24330 - mips_08_01 "hypothetical protein"
mips_67_01
mips_67_01_05
at_At1g27570 - mips_04_03 "hypothetical protein"
mips_04_03_03
mips_13_07
at_At1g31730 - mips_08_07_07 "putative protein"
mips_08_07_22
mips_08_07_22_01
mips_08_99
mips_30_09
at_At1g56040 - mips_14_01 "hypothetical protein"
mips_25_05_09
mips_30_04
mips_30_04_07
mips_35_03_09
mips_37
mips_37_03
mips_37_03_13
mips_37_03_13_05
mips_40_04
mips_40_04_07
mips_45
mips_45_03
mips_45_03_09
mips_47
mips_47_03
mips_47_03_13
mips_47_03_13_05
at_At1g61850 - mips_01_06_99 "hypothetical protein"
mips_65
at_At1g66160 mips_06_04 "unknown protein"
mips_08_01
mips_10_01
mips_10_01_01
mips_30
mips_30_10_05
mips_40_10_05
at_At1g67530 mips_08_01 "hypothetical protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At1g79150 - mips_14_01_03 "hypothetical protein"
mips_25_05_25
mips_63_07
at_At1g80810 - mips_04_05_01_04_03 "unknown protein"
mips_14_01_01
mips_14_01_05
mips_47_03_15
mips_47_03_15_09
mips_63_03_01
mips_63_19_03
at_At2g20580 - mips_06_07_11 "putative 26S proteasome regulatory subunit S2"
mips_06_13_01
mips_06_13_01_01
mips_08_01
at_At2g25130 mips_03_01 "hypothetical protein"
mips_03_01_05
mips_03_01_05_03
mips_06_04
mips_40_10_05
at_At2g47980 - mips_03_03_02 "sister-chromatide cohesion like protein"
mips_03_99
mips_40_10_03
at_At3g06720 mips_03_01_05 "importin alpha"
mips_03_01_05_03
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
at_At3g09350 mips_06_04 "hypothetical protein"
mips_06_10
mips_08
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
mips_67_01
mips_67_01_05
at_At3g11130 - mips_06_04 "hypothetical protein"
mips_08_07_22
mips_08_07_22_01
mips_08_19
mips_13
mips_13_03
mips_13_03_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_03
mips_40_09
mips_63_07
at_At3g18710 - mips_10_01 "hypothetical protein"
mips_10_01_01
at_At3g20800 - mips_25_05_23 "putative cell differentiation protein"
at_At3g42050 - mips_08_13 "Vacuolar H+-ATPase subunit H (VHA-H)"
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_40_25
mips_63_19
mips_67
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At3g49810 mips_08_01 "putative protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At3g53800 mips_03_01_05_03 "unknown protein"
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
mips_67_01
mips_67_01_05
at_At3g54280 - mips_04_05_01_01 "TATA box binding protein (TBP) associated factor (TAF) -like protein"
at_At3g54790 mips_13_07 "putative protein"
mips_40_10_05
at_At3g54850 - mips_08_01 "putative protein"
mips_13_07
mips_30_10_05
at_At4g02150 mips_03 "AtKAP alpha"
mips_03_01
mips_03_01_05
mips_03_01_05_03
mips_06
mips_06_04
mips_08_01
mips_30
mips_30_10_05
mips_40
mips_40_10
mips_40_10_05
mips_63_01
at_At4g02660 - mips_20_25_16 "putative protein"
mips_30_25
mips_40_22
at_At4g15890 - mips_03_03_01_01 "hypothetical protein"
mips_03_03_04
mips_03_03_04_03
mips_03_03_04_07
mips_14_01_03
mips_30_10
mips_30_10_03
mips_40_10_03
at_At4g17270 - mips_14_04_03 "putative protein"
mips_14_04_03_01
at_At4g21820 - mips_45 "putative protein"
mips_45_03
mips_45_03_12
mips_63_07
mips_63_17_01
at_At4g31490 - mips_08_07 "Beta-COP-like protein"
mips_08_07_07
mips_08_07_22
mips_08_07_25
mips_40_08
mips_40_09
at_At4g35380 - mips_01_03_01 "putative protein"
mips_08_07
mips_40_08
mips_62_02_03
at_At5g01400 - mips_04_03 "putative protein"
mips_04_03_03
mips_13_07
at_At5g06120 mips_04_07 "human RAN binding protein 16-like"
mips_08_01
mips_40_10_05
at_At5g14510 mips_08_01 "putative protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At5g16210 - mips_03_03_01 "unknown protein"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_03
mips_14_01_03_01
mips_14_01_03_99
mips_14_01_05
mips_14_01_05_01
mips_14_01_99
at_At5g17020 mips_04_07 "Exportin1 (XPO1) protein"
mips_08_01
mips_40_10_05
at_At5g18940 - mips_14 "putative protein"
mips_14_04
mips_14_04_03
mips_14_04_03_01
at_At5g19610 - mips_01_03 "GNOM-like protein"
mips_01_03_01
mips_06_04
mips_08
mips_08_07
mips_14_01
mips_14_01_03
mips_14_01_03_99
mips_25_03
mips_40_08
mips_62
mips_62_02
mips_62_02_03
at_At5g19820 mips_08_01 "unknown protein"
mips_25_05_10
mips_40_10_05
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
at_At5g27970 - mips_08_07 "Unknown protein"
mips_40_08
mips_62_02_03
at_At5g37490 - mips_06 "putative protein"
mips_10
mips_10_01_01
mips_13
mips_13_07
mips_63_01
at_At5g40140 mips_06_10 "putative protein"
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
mips_67_01
mips_67_01_05
at_At5g49310 mips_03_01_05_03 "importin alpha"
mips_03_03_01_01
mips_08_01
mips_40_10_05
mips_67_01
mips_67_01_05
at_At5g52000 mips_08_01 "importin alpha subunit"
mips_30_10
mips_30_10_05
mips_40_10_05
mips_67_01
mips_67_01_05
at_At5g58680 mips_08_01 "unknown protein"
mips_30_10_05
mips_40_10_05
at_At5g64270 - mips_03 "nuclear protein-like"
mips_03_03_01
mips_04_05_05
mips_04_05_05_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_03
mips_14_01_03_01
mips_14_01_03_99
mips_14_01_05
mips_14_01_05_01
mips_14_01_99
mips_63_01
at_At5g65200 mips_06_04 "putative protein"
mips_08
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
Propertest Accuracy: 20/52 (38.46%)
Propertest Frequency class 'mips_40_10_05': 44/3048 (1.44%)
New (unknown) data (1980 items):
at_At1g05960 - no entry null
at_At1g12930 - mips_04_07 "unknown protein"
mips_04_09
mips_08_01
at_At1g14300 - no entry null
at_At1g15940 - mips_63_07 "T24D18.4"
at_At1g27210 - no entry null
at_At1g27590 - mips_13_07 "hypothetical protein"
at_At1g64790 - mips_05_07 "hypothetical protein"
mips_06_04
at_At1g66060 - no entry null
at_At1g77460 - no entry null
at_At2g04310 - mips_29 "Mutator-like transposase"
mips_29_02
at_At2g23500 - mips_29 "Mutator-like transposase"
mips_29_02
at_At2g29140 - no entry null
at_At2g29200 - no entry null
at_At2g36810 - no entry null
at_At3g08850 - no entry null
at_At3g08960 - mips_03 "hypothetical protein"
mips_06
mips_06_04
mips_08_01
mips_14
mips_25_05
mips_40
mips_40_10
mips_63_01
at_At3g24270 - no entry null
at_At3g27530 - mips_08_07 "unknown protein"
mips_40_08
at_At3g43300 - mips_06_04 "guanine nucleotide-exchange - like protein"
mips_08
mips_08_07
mips_40_08
at_At3g54870 - mips_08_22 "kinesin-like protein"
mips_63_06
at_At3g57570 - no entry null
at_At3g60240 - no entry null
at_At4g08840 - mips_04_99 "putative protein"
at_At4g27060 - no entry null
at_At4g34450 - mips_40_09 "Nonclathrin coat protein gamma - like protein"
at_At4g36030 - no entry null
at_At4g36550 - no entry null
at_At5g06350 - mips_14 "putative protein"
mips_14_04
mips_25
mips_25_05
mips_99
at_At5g09800 - no entry null
at_At5g11550 - no entry null
at_At5g14790 - no entry null
at_At5g15540 - no entry null
at_At5g27010 - no entry null
at_At5g41950 - no entry null
at_At5g43110 - no entry null
at_At5g58410 - mips_30_19 "unknown protein"
at_At5g60180 - no entry null
at_At5g64490 - no entry null
at_At1g01410 - mips_14 "hypothetical protein"
mips_14_04
mips_25
mips_40
mips_40_03
mips_63
mips_63_03
mips_99
at_At1g21620 - no entry null
at_At1g35730 - mips_04_99 "hypothetical protein"
at_At1g35850 - no entry null
at_At1g44120 - mips_06_10 "hypothetical protein"
mips_08_01
at_At1g50240 - no entry null
at_At1g50890 - no entry null
at_At1g59850 - no entry null
at_At1g79190 - no entry null
at_At2g02560 - no entry null
at_At2g07170 - no entry null
at_At2g16950 - mips_06_04 "putative transportin"
mips_08
mips_40_16
at_At2g16960 - mips_06_04 "putative importin, beta subunit"
mips_08
at_At2g20190 - no entry null
at_At2g26780 - no entry null
at_At2g26890 - mips_05 "unknown protein"
mips_06_01
mips_08
mips_08_10
mips_11_01
mips_13_11
mips_30_19
at_At2g35630 - mips_05_07 "similar to ch-TOG protein from Homo sapiens"
mips_40_05
at_At2g39910 - no entry null
at_At2g41830 - no entry null
at_At3g10360 - no entry null
at_At3g11840 - mips_13_07 "hypothetical protein"
at_At3g13330 - no entry null
at_At3g18530 - no entry null
at_At3g22990 - no entry null
at_At3g27670 - no entry null
at_At3g32060 - no entry null
at_At4g04680 - no entry null
at_At4g08560 - no entry null
at_At4g14180 - no entry null
at_At4g14280 - no entry null
at_At4g15830 - no entry null
at_At4g25880 - mips_04_99 "pumilio like protein"
at_At4g27750 - no entry null
at_At4g32050 - no entry null
at_At4g34940 - mips_08_01 "putative protein"
mips_08_13
mips_30_10
at_At4g38110 - no entry null
at_At5g18320 - no entry null
at_At5g18340 - no entry null
at_At5g18980 - no entry null
at_At5g22820 - no entry null
at_At5g37290 - no entry null
at_At5g37430 - no entry null
at_At5g37460 - no entry null
at_At5g43090 - mips_04_99 "putative protein"
at_At5g56510 - mips_04_99 "putative protein"
at_At5g62580 - no entry null
at_At5g66200 - no entry null
at_At1g22240 - mips_04_99 "hypothetical protein"
at_At1g35750 - mips_04_99 "hypothetical protein"
mips_14_04
at_At1g51350 - no entry null
at_At1g72320 - mips_40 "putative RNA-binding domain"
mips_40_03
mips_63
mips_63_03
mips_99
at_At1g78160 - no entry null
at_At3g16810 - no entry null
at_At3g56210 - no entry null
at_At4g23540 - no entry null
at_At4g30990 - no entry null
at_At5g09610 - no entry null
at_At5g60110 - no entry null
at_At5g64660 - no entry null
------------------
Rule 3
c.23.2 <= 9.5e-13
-> class mips_11_05_03 "defense related proteins"
Evaluation on training data (3968 items):
at_At1g51280 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At1g52900 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At1g57830 mips_11 "hypothetical protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g57850 mips_11_01 "hypothetical protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g66090 mips_11_05_01 "unknown protein"
mips_11_05_03
at_At1g72870 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At1g72940 mips_11_05_01 "putative protein"
mips_11_05_03
at_At2g03300 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At2g16870 - mips_11_05_01 "putative disease resistance protein"
at_At2g17050 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At2g17060 mips_11_01 "putative disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g04110 mips_11_05_01 "putative RPP1-like disease resistance protein"
mips_11_05_03
at_At4g11340 mips_11_05_01 "putative protein"
mips_11_05_03
at_At4g12010 mips_11_05_01 "putative disease resistance protein (TMV N-like)"
mips_11_05_03
at_At4g16900 mips_11_05_01 "disease resistance RPP5 like protein"
mips_11_05_03
at_At4g16920 mips_11_01 "disease resistance RPP5 like protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g16950 - mips_11_05_01 "disease resistance RPP5 like protein"
at_At4g19500 mips_11_05 "resistence protein - like"
mips_11_05_01
mips_11_05_03
at_At4g19530 - mips_11_05 "TMV resistance protein N - like"
mips_11_05_01
at_At4g23510 - mips_11_05 "putative protein"
mips_11_05_01
at_At5g11250 mips_11 "RPP1 disease resistance protein - like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g17880 mips_11_05_01 "disease resistance protein - like"
mips_11_05_03
at_At5g17890 mips_11 "disease resistance protein - like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g17970 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
at_At5g38340 mips_11_05 "disease resistance - like protein"
mips_11_05_01
mips_11_05_03
at_At5g40060 mips_11_05_01 "disease resistance -like protein"
mips_11_05_03
at_At5g44920 mips_11_05_01 "putative protein"
mips_11_05_03
at_At5g45000 mips_11_05_01 "putative protein"
mips_11_05_03
at_At5g45060 mips_11_05 "disease resistance protein-like"
mips_11_05_01
mips_11_05_03
at_At5g45080 mips_11_01 "putative protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g45210 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g45250 mips_11_05_01 "disease resistance protein RPS4"
mips_11_05_03
at_At5g46260 - mips_11_05 "disease resistance protein-like"
mips_11_05_01
at_At5g46480 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
Training Accuracy: 29/34 (85.29%)
Training Frequency class 'mips_11_05_03': 115/3968 (2.90%)
Evaluation on validation data (1980 items):
at_At1g47370 mips_11_05 "disease resistance protein, putative"
mips_11_05_01
mips_11_05_03
at_At1g56540 mips_11 "disease resistance protein, putative"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g65850 - mips_11_05_01 ""
at_At1g72860 mips_11_01 "hypothetical protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At2g03030 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At3g44400 mips_11 "disease resistence - like protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At3g44480 mips_11_05_01 "disease resistance protein -like"
mips_11_05_03
at_At4g19520 - mips_11_05_01 "resistance protein RPP5 - like"
at_At5g18370 mips_11 "disease resistance protein -like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g41740 - mips_11_05_01 "disease resistance protein-like"
at_At5g44900 - mips_11_05_01 "putative protein"
at_At5g45260 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g46270 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
Validation Accuracy: 9/13 (69.23%)
Validation Frequency class 'mips_11_05_03': 50/1980 (2.53%)
Evaluation on propertest data (3048 items):
at_At1g31540 mips_11_05_01 "putative protein"
mips_11_05_03
at_At1g63750 mips_11_05 "putative disease resistance protein"
mips_11_05_01
mips_11_05_03
at_At1g63880 mips_11_01 "putative disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g72840 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At2g14080 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At4g09420 mips_11_05_01 "putative protein"
mips_11_05_03
at_At4g16890 mips_11 "disease resistance RPP5 like protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g16960 mips_11_05 "disease resistance RPP5 like protein"
mips_11_05_01
mips_11_05_03
at_At4g36150 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At5g18360 mips_11_05_01 "disease resistance protein -like"
mips_11_05_03
at_At5g41540 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
at_At5g44910 mips_11 "putative protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g45200 - mips_11_05_01 "disease resistance protein RPS4"
at_At5g46470 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g51630 mips_11_05 "putative protein"
mips_11_05_01
mips_11_05_03
Propertest Accuracy: 14/15 (93.33%)
Propertest Frequency class 'mips_11_05_03': 74/3048 (2.43%)
New (unknown) data (1980 items):
at_At1g56510 - no entry null
at_At1g63730 - no entry null
at_At1g64070 - no entry null
at_At1g72910 - no entry null
at_At1g72930 - no entry null
at_At3g25510 - no entry null
at_At4g09430 - no entry null
at_At4g16860 - no entry null
at_At4g16940 - no entry null
at_At4g19510 - no entry null
at_At4g19920 - no entry null
at_At5g40090 - no entry null
at_At5g40100 - no entry null
at_At5g44510 - no entry null
at_At5g45230 - no entry null
at_At5g46450 - no entry null
at_At5g46490 - no entry null
at_At1g17610 - no entry null
at_At1g27170 - no entry null
at_At1g27180 - no entry null
at_At1g60320 - no entry null
at_At1g63870 - no entry null
at_At1g69550 - no entry null
at_At1g72850 - no entry null
at_At1g72890 - no entry null
at_At1g72900 - no entry null
at_At1g72920 - no entry null
at_At3g44630 - no entry null
at_At3g51560 - no entry null
at_At3g51570 - no entry null
at_At4g14370 - mips_03_99 "disease resistance N like protein"
at_At4g16990 - no entry null
at_At4g23440 - no entry null
at_At4g36140 - no entry null
at_At5g17680 - no entry null
at_At5g38850 - no entry null
at_At5g41550 - no entry null
at_At5g44870 - no entry null
at_At5g45050 - no entry null
at_At5g45070 - no entry null
at_At5g45220 - no entry null
at_At5g46520 - no entry null
at_At5g48770 - no entry null
at_At5g49140 - no entry null
at_At1g17600 - no entry null
at_At1g56520 - no entry null
at_At1g57630 - no entry null
at_At1g57670 - no entry null
at_At1g63740 - no entry null
at_At1g65390 - no entry null
at_At1g72950 - no entry null
at_At2g32140 - no entry null
at_At4g08450 - no entry null
at_At4g11170 - no entry null
at_At5g18350 - no entry null
at_At5g22690 - no entry null
at_At5g36930 - no entry null
at_At5g40910 - no entry null
at_At5g46510 - no entry null
at_At5g48780 - no entry null
at_At5g58120 - no entry null
------------------
Rule 20
c.10 <= 2.9e-05
c.37.1 <= 0.02
-> class mips_11_05_03 "defense related proteins"
Evaluation on training data (3968 items):
at_At1g10920 mips_11 "disease resistance protein RPM1 isolog"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g12220 mips_11_05_01 "NBS/LRR disease resistance protein, putative"
mips_11_05_03
at_At1g12280 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At1g12290 mips_11 "hypothetical protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g58400 - mips_11_05_01 "hypothetical protein"
at_At1g59620 mips_11_05_01 "PRM1 homolog (CW9)"
mips_11_05_03
at_At1g62630 mips_11 "putative RPS-2 disease resistance protein (AA002294"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At2g16870 - mips_11_05_01 "putative disease resistance protein"
at_At2g17050 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At2g17060 mips_11_01 "putative disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At3g14470 mips_11_05 "disease resistance protein, putative"
mips_11_05_01
mips_11_05_03
at_At4g12010 mips_11_05_01 "putative disease resistance protein (TMV N-like)"
mips_11_05_03
at_At4g12020 mips_11_01 "putative disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g16900 mips_11_05_01 "disease resistance RPP5 like protein"
mips_11_05_03
at_At4g16920 mips_11_01 "disease resistance RPP5 like protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g16950 - mips_11_05_01 "disease resistance RPP5 like protein"
at_At4g19500 mips_11_05 "resistence protein - like"
mips_11_05_01
mips_11_05_03
at_At4g19530 - mips_11_05 "TMV resistance protein N - like"
mips_11_05_01
at_At4g26090 mips_11 "disease resistance protein RPS2"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
mips_98
at_At5g11250 mips_11 "RPP1 disease resistance protein - like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g17880 mips_11_05_01 "disease resistance protein - like"
mips_11_05_03
at_At5g17890 mips_11 "disease resistance protein - like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g17970 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
at_At5g38340 mips_11_05 "disease resistance - like protein"
mips_11_05_01
mips_11_05_03
at_At5g40060 mips_11_05_01 "disease resistance -like protein"
mips_11_05_03
at_At5g41750 mips_11_05 "disease resistance protein-like"
mips_11_05_01
mips_11_05_03
at_At5g43730 - mips_11_05 "disease resistance protein"
mips_11_05_01
at_At5g43740 mips_11_05_01 "disease resistance protein"
mips_11_05_03
at_At5g45060 mips_11_05 "disease resistance protein-like"
mips_11_05_01
mips_11_05_03
at_At5g45210 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g45250 mips_11_05_01 "disease resistance protein RPS4"
mips_11_05_03
at_At5g46260 - mips_11_05 "disease resistance protein-like"
mips_11_05_01
at_At5g47250 mips_11 "NBS/LRR disease resistance protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g66900 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
Training Accuracy: 28/34 (82.35%)
Training Frequency class 'mips_11_05_03': 115/3968 (2.90%)
Evaluation on validation data (1980 items):
at_At1g56540 mips_11 "disease resistance protein, putative"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g61310 mips_11_05_01 "similar to disease resistance protein"
mips_11_05_03
at_At1g63350 mips_11_05_01 "disease resistance protein, putative"
mips_11_05_03
at_At1g65850 - mips_11_05_01 ""
at_At1g72860 mips_11_01 "hypothetical protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At3g44400 mips_11 "disease resistence - like protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At3g44480 mips_11_05_01 "disease resistance protein -like"
mips_11_05_03
at_At3g46730 - mips_11_05_01 "disease resistance protein RPP8-like protein"
at_At4g09360 mips_11 "putative protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g19520 - mips_11_05_01 "resistance protein RPP5 - like"
at_At5g04720 mips_11 "putative protein"
mips_11_05
mips_11_05_01
mips_11_05_03
mips_98
at_At5g18370 mips_11 "disease resistance protein -like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g41740 - mips_11_05_01 "disease resistance protein-like"
at_At5g45260 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g46270 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
Validation Accuracy: 11/15 (73.33%)
Validation Frequency class 'mips_11_05_03': 50/1980 (2.53%)
Evaluation on propertest data (3048 items):
at_At1g31540 mips_11_05_01 "putative protein"
mips_11_05_03
at_At1g57650 mips_11 ""
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g63750 mips_11_05 "putative disease resistance protein"
mips_11_05_01
mips_11_05_03
at_At1g63880 mips_11_01 "putative disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g72840 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At2g14080 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At3g07040 mips_11_05_01 "disease resistance gene (RPM1)"
mips_11_05_03
at_At3g50950 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At4g16890 mips_11 "disease resistance RPP5 like protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g16960 mips_11_05 "disease resistance RPP5 like protein"
mips_11_05_01
mips_11_05_03
at_At4g27190 mips_11 "putative protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
mips_98
at_At4g36150 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At5g18360 mips_11_05_01 "disease resistance protein -like"
mips_11_05_03
at_At5g38350 - mips_11_05 "disease resistance protein-like"
mips_11_05_01
at_At5g41540 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
at_At5g43470 mips_11 "disease resistance protein RPP8"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g45200 - mips_11_05_01 "disease resistance protein RPS4"
at_At5g45510 - mips_06_04 "unknown protein"
mips_08_13
mips_11_05
mips_11_05_01
at_At5g46470 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g47260 mips_11_01 "NBS/LRR disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g48620 mips_11 "disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g51630 mips_11_05 "putative protein"
mips_11_05_01
mips_11_05_03
Propertest Accuracy: 19/22 (86.36%)
Propertest Frequency class 'mips_11_05_03': 74/3048 (2.43%)
New (unknown) data (1980 items):
at_At1g15890 - no entry null
at_At1g33560 - no entry null
at_At1g53350 - no entry null
at_At1g56510 - no entry null
at_At1g61300 - no entry null
at_At1g63730 - no entry null
at_At1g64070 - no entry null
at_At3g14460 - no entry null
at_At3g25510 - no entry null
at_At3g44670 - no entry null
at_At3g46530 - no entry null
at_At3g46710 - no entry null
at_At4g09430 - no entry null
at_At4g16860 - no entry null
at_At4g16940 - no entry null
at_At4g19050 - no entry null
at_At4g19510 - no entry null
at_At5g35450 - no entry null
at_At5g40100 - no entry null
at_At5g44510 - no entry null
at_At5g45230 - no entry null
at_At5g45240 - no entry null
at_At5g46450 - no entry null
at_At5g47280 - no entry null
at_At5g66910 - no entry null
at_At1g12210 - no entry null
at_At1g27170 - no entry null
at_At1g27180 - no entry null
at_At1g50180 - no entry null
at_At1g51480 - no entry null
at_At1g58390 - no entry null
at_At1g58410 - no entry null
at_At1g61180 - no entry null
at_At1g63360 - no entry null
at_At1g63870 - no entry null
at_At1g69550 - no entry null
at_At3g44630 - no entry null
at_At3g51560 - no entry null
at_At3g51570 - no entry null
at_At4g10780 - no entry null
at_At4g14370 - mips_03_99 "disease resistance N like protein"
at_At4g27220 - no entry null
at_At4g33300 - no entry null
at_At4g36140 - no entry null
at_At5g05400 - no entry null
at_At5g17680 - no entry null
at_At5g38850 - no entry null
at_At5g41550 - no entry null
at_At5g44870 - no entry null
at_At5g45050 - no entry null
at_At5g46520 - no entry null
at_At5g48770 - no entry null
at_At5g49140 - no entry null
at_At5g55540 - mips_08_13 "putative protein"
at_At5g63020 - no entry null
at_At1g17600 - no entry null
at_At1g56520 - no entry null
at_At1g59780 - no entry null
at_At1g61190 - no entry null
at_At1g63740 - no entry null
at_At4g08450 - no entry null
at_At4g11170 - no entry null
at_At5g18350 - no entry null
at_At5g22690 - no entry null
at_At5g36930 - no entry null
at_At5g40910 - no entry null
at_At5g40920 - no entry null
at_At5g46510 - no entry null
at_At5g58120 - no entry null
------------------
Rule 23
b.77.3 <= 2e-33
-> class mips_11_05_03 "defense related proteins"
Evaluation on training data (3968 items):
at_At1g52000 - mips_40_10_05 ""
at_At1g52040 mips_11_05_03 "putative protein"
at_At1g52070 mips_11_05_03 ""
mips_47_03_11
mips_47_03_11_09
at_At1g52130 mips_11_05_03 ""
at_At1g61230 mips_11_05_03 ""
at_At3g16400 - mips_25_05_25 "putative jasmonate inducible protein"
mips_63_07
at_At3g16440 mips_11_05_03 "putative lectin"
at_At3g16450 mips_11 "putative lectin"
mips_11_05
mips_11_05_03
at_At3g16460 mips_11_05_03 "putative jasmonate inducible protein (MDC8.9/AT3g16460)"
mips_13_07
at_At5g35940 mips_11_05_03 "putative protein"
at_At5g49870 mips_11_05_03 "myrosinase binding protein-like"
Training Accuracy: 9/11 (81.82%)
Training Frequency class 'mips_11_05_03': 115/3968 (2.90%)
Evaluation on validation data (1980 items):
at_At1g52120 mips_11 ""
mips_11_05
mips_11_05_03
at_At2g39330 mips_11_05 "putative myrosinase-binding protein"
mips_11_05_03
at_At3g16430 mips_11_05 "putative lectin"
mips_11_05_03
at_At3g21380 mips_11_05 "unknown protein"
mips_11_05_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_09
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_11_05_03': 50/1980 (2.53%)
Evaluation on propertest data (3048 items):
at_At2g25980 mips_11_05_03 "similar to jasmonate-inducible proteins from Brassica napus"
at_At5g38550 mips_11_05 "myrosinase binding protein-like; similar to jasmonate induced protein"
mips_11_05_03
at_At5g49850 mips_11_05_03 "putative protein"
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'mips_11_05_03': 74/3048 (2.43%)
New (unknown) data (1980 items):
at_At1g52030 - no entry null
at_At1g52060 - no entry null
at_At1g60110 - no entry null
at_At1g73040 - no entry null
at_At2g33070 - no entry null
at_At3g16390 - mips_40_04 "putative lectin"
at_At3g16470 - no entry null
at_At5g28520 - no entry null
at_At5g49860 - no entry null
at_At1g33790 - no entry null
at_At1g52050 - no entry null
at_At1g52100 - no entry null
at_At1g57570 - no entry null
at_At1g60130 - no entry null
at_At3g16420 - no entry null
at_At1g52110 - no entry null
at_At1g58160 - no entry null
at_At2g39310 - no entry null
at_At3g16410 - no entry null
at_At5g35950 - no entry null
------------------
Rule 38
b > 0.02
c <= 0.0004
c.1.8 <= 0.018
c.23 > 0.018
-> class mips_11_05_03 "defense related proteins"
Evaluation on training data (3968 items):
at_At1g01570 - mips_01_05_01_03 "hypothetical protein"
mips_01_05_01_03_02
mips_06
mips_30_27
mips_30_27_01
mips_40_08
at_At1g05590 - mips_01_05_01_01_01 "hypothetical protein"
mips_01_06_04
mips_40_25
at_At1g07850 - mips_01_05_01_03_02 "hypothetical protein"
mips_40_08
at_At1g26560 - mips_01_05_01_01_02 "beta-glucosidase like protein"
mips_01_20_01
mips_01_20_01_07
at_At1g33220 mips_01_05 "beta-1,3-glucanase, putative"
mips_01_05_01_01
mips_11_05
mips_11_05_03
mips_25_03
mips_30
mips_98
at_At1g51470 mips_01_05 "myrosinase precursor, putative"
mips_01_05_01
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At1g52400 mips_01_05_01 "beta-glucosidase, putative"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g60090 - mips_01_20_01 "hypothetical protein"
mips_01_20_01_07
at_At1g61810 mips_01_05_01_01_02 "hypothetical protein"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At1g61820 mips_01_05_01 "hypothetical protein"
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g75940 mips_01_05_01_01_02 "ATA27"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At2g16230 - mips_01_04 "putative beta-1,3-glucanase"
mips_01_04_01
mips_30_01
at_At2g19440 - mips_01 "putative beta-1,3-glucanase, predicted GPI-anchored protein"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At2g20680 - mips_01_05_01_01_01 "(1-4)-beta-mannan endohydrolase"
mips_40_25
at_At2g26600 mips_01_04_01 "beta-1,3-glucanase like protein"
mips_11_05
mips_11_05_03
at_At2g32860 mips_01_05 "putative beta-glucosidase"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At2g44450 - mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
at_At2g44460 - mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
at_At2g44480 mips_01_20_01 "putative beta-glucosidase"
mips_01_20_01_07
mips_11_05_03
at_At2g44490 - mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
at_At3g07320 - mips_01_04_01 "putative beta-1,3-glucanase precursor"
at_At3g09260 - mips_01_05_01_01_02 "thioglucosidase 3D precursor"
mips_01_20_01
mips_01_20_01_07
at_At3g13560 - mips_01_04_01 "glucan endo-1,3-beta-glucosidase precursor, putative"
at_At3g15800 mips_01_04_01 "putative beta-1,3-glucanase precursor"
mips_01_05_01_01
mips_11_05
mips_11_05_03
at_At3g18080 mips_01 "beta-glucosidase like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At3g21370 mips_01_20_01 "beta-glucosidase, putative"
mips_01_20_01_07
mips_11_05_03
at_At3g23640 - mips_01_05_01_01_02 "alpha glucosidase like protein"
mips_02_01
mips_02_19
mips_40_08
mips_40_25
mips_63_13
mips_63_13_01
at_At3g55430 - mips_01_04_01 "beta-1,3-glucanase - like protein"
mips_01_05
mips_30
mips_98
at_At3g55780 mips_01_04 "beta-1,3-glucanase - like protein"
mips_01_04_01
mips_01_20_01
mips_11_05_03
at_At3g57240 mips_01 "beta-1,3-glucanase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
mips_98
at_At3g57260 mips_01 "beta-1,3-glucanase 2 (BG2)"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
mips_98
mips_99
at_At3g60130 - mips_01_05_01_01_01 "beta-glucosidase-like protein"
mips_01_20_01
mips_01_20_01_07
mips_02_01
at_At3g60140 mips_01_05_01 "beta-glucosidase"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At3g62740 - mips_01_05_01_01_01 "beta-glucosidase-like protein"
mips_01_05_01_01_02
at_At4g17180 mips_01_04 "putative protein"
mips_01_04_01
mips_01_05
mips_01_05_01
mips_11
mips_11_05
mips_11_05_03
mips_30
mips_30_01
at_At4g18340 - mips_01_04_01 "beta-1,3-glucanase-like protein"
at_At4g19750 mips_11_05_03 "chitinase - like protein"
mips_11_07
mips_11_07_03
mips_11_10
mips_11_10_07
mips_30_01
mips_40_27
mips_63_13
mips_63_13_01
at_At4g19760 - mips_63_13 "chitinase - like protein"
mips_63_13_99
at_At4g19770 - mips_40_27 "putative protein"
mips_63_13
mips_63_13_01
mips_63_13_99
at_At4g19810 mips_11_05_03 "putative chitinase"
at_At4g19820 - mips_40_27 "putative chitinase"
mips_63_13
mips_63_13_01
at_At4g27830 mips_01_05_01_01_02 "beta-glucosidase like protein"
mips_11_05_03
at_At4g34480 - mips_01_04_01 "putative protein (fragment)"
at_At5g11720 - mips_01_05_01_01_02 "alpha-glucosidase 1"
mips_02_01
mips_02_19
mips_40_25
mips_63_13
mips_63_13_01
at_At5g18220 - mips_01_04_01 "beta-1,3-glucanase - like predicted GPI-anchored protein"
at_At5g20250 - mips_01_05_01_03 "seed imbitition protein-like"
at_At5g20330 mips_11_05_03 "beta-1,3-glucanase bg4"
mips_25_03
mips_30_01
at_At5g24090 - mips_03_03_03 "acidic endochitinase (dbj|BAA21861.1)"
mips_40_27
at_At5g24550 mips_01_05_01_01_02 "beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At5g26000 mips_01_20_01 "myrosinase precursor"
mips_01_20_01_07
mips_11_05_03
at_At5g41460 - mips_01_05_01_03 "putative protein"
mips_01_05_01_03_02
mips_06_07_02
mips_06_07_02_02
mips_30_27
mips_30_27_01
at_At5g42100 mips_01_04_01 "beta-1,3-glucanase - like predicted GPI-anchored protein"
mips_11_05_03
at_At5g42720 mips_01_04 "beta-1,3-glucanase-like protein"
mips_01_04_01
mips_11_05_03
at_At5g44640 mips_01_05_01_01_02 "beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At5g54570 - mips_01_20_01 "beta-glucosidase"
mips_01_20_01_07
at_At5g58090 mips_01_04 "predicted GPI-anchored protein"
mips_01_04_01
mips_11_05_03
mips_30_01
at_At5g63840 - mips_01_05_01_01_02 "glucosidase II alpha subunit"
mips_02_01
mips_02_19
mips_40_25
mips_63_13
mips_63_13_01
Training Accuracy: 27/57 (47.37%)
Training Frequency class 'mips_11_05_03': 115/3968 (2.90%)
Evaluation on validation data (1980 items):
at_At1g47600 - mips_01_05_01_01_02 "hypothetical protein"
mips_01_20_01
mips_01_20_01_07
at_At1g60260 mips_01_05_01 "putative beta-glucosidase"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
mips_40_02
at_At1g60270 - mips_01_20_01 ""
mips_01_20_01_07
at_At1g66250 - mips_01_04_01 "beta-1,3-glucanase precursor, putative"
at_At2g01630 - mips_01_04_01 "beta-1,3-glucanase like protein"
at_At2g25630 - mips_01_05_01 "putative beta-glucosidase"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
at_At2g39640 - mips_01_04_01 "putative beta-1,3-glucanase, predicted GPI-anchored protein"
at_At3g45940 - mips_01_05_01_01_02 "putative protein"
mips_02_01
mips_02_19
mips_40_08
mips_40_25
mips_63_13
mips_63_13_01
at_At3g55260 - mips_01_05_01_01_01 "beta-N-acetylhexosaminidase -like protein"
mips_01_06_04
mips_40_25
at_At3g61810 mips_01 "putative protein"
mips_01_04_01
mips_01_05
mips_01_05_01
mips_11
mips_11_05
mips_11_05_03
mips_98
mips_99
at_At4g01040 - mips_11_07_03 "hypothetical protein"
mips_11_10
mips_11_10_07
mips_40_27
mips_63_13
mips_63_13_01
at_At4g01970 - mips_01_05_01_03 "putative raffinose synthase or seed imbibition protein"
at_At4g15210 - mips_02 "beta-amylase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_19
mips_02_99
at_At4g19730 mips_11_05_03 "putative protein"
mips_11_07
mips_11_07_03
mips_11_10
mips_11_10_07
mips_40_27
mips_63_13
mips_63_13_01
mips_63_13_99
at_At4g19740 - mips_11_07_03 "putative protein"
mips_11_10
mips_11_10_07
mips_40_27
mips_63_13
mips_63_13_01
at_At4g19800 mips_01_05 "chitinase - like protein"
mips_11
mips_11_01
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_03
mips_11_10
mips_11_10_07
mips_13
mips_13_11
mips_40_03
mips_40_27
mips_63_13
mips_63_13_01
mips_63_13_99
at_At4g22100 - mips_01_20_01 "glucosidase like protein"
mips_01_20_01_07
at_At4g27820 mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At4g31140 mips_01_04_01 "1,3-beta-glucanase - like predicted GPI-anchored protein"
mips_11_05_03
at_At5g01930 - mips_01 "(1-4)-beta-mannan endohydrolase-like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
at_At5g18670 - mips_01 "beta-amylase-like proten"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_19
mips_02_99
at_At5g20390 mips_01 "beta-1,3-glucanase-like protein"
mips_01_05
mips_01_05_01_01
mips_11_05
mips_11_05_03
mips_25_03
mips_30
mips_98
at_At5g25980 - mips_01_20_01 "myrosinase TGG2"
mips_01_20_01_07
at_At5g36890 - mips_01_05_01_01_01 "beta-glucosidase -like protein"
mips_01_05_01_01_02
mips_02_01
at_At5g56590 - mips_01_04 "beta-1,3-glucanase-like protein"
mips_01_04_01
mips_01_05_01
mips_30_01
at_At5g58480 - mips_01_04_01 "beta 1-3 glucanase - like predicted GPI-anchored protein"
at_At5g67460 - mips_01_04_01 "putative protein"
Validation Accuracy: 7/27 (25.93%)
Validation Frequency class 'mips_11_05_03': 50/1980 (2.53%)
Evaluation on propertest data (3048 items):
at_At1g02310 - mips_01_05_01_01 "(1-4)-beta-mannan endohydrolase precursor, putative"
at_At1g02850 - mips_01_20_01 "Similar to beta-glucosidases (At1g02850)"
mips_01_20_01_07
at_At1g30080 mips_01 "beta-1,3-glucanase precursor, putative"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_11
mips_11_05
mips_11_05_03
mips_98
mips_99
at_At1g32860 mips_01_04 "hypothetical protein"
mips_01_04_01
mips_01_05_01
mips_01_05_01_01
mips_11_05
mips_11_05_03
at_At1g51490 mips_01_05_01_01 "cyanogenic beta-glucosidase, putative"
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g55740 - mips_01_05_01_03 "seed imbibition protein, putative"
at_At1g64760 - mips_01_04_01 "hypothetical protein"
at_At1g66270 - mips_01_20_01 "beta-glucosidase"
mips_01_20_01_07
at_At1g66280 mips_01_05_01 "beta-glucosidase, putative"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g68560 - mips_01_05_01_01_02 "alpha-xylosidase precursor"
mips_02_01
mips_02_19
mips_40_08
mips_40_25
mips_63_13
mips_63_13_01
at_At1g77780 mips_01_05 "endo-1,3-beta-glucanase - like predicted GPI-anchored protein"
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
at_At2g02060 - mips_10_05_01 "unknown protein"
mips_10_05_01_10
mips_30_04
at_At2g05790 - mips_01_04 "putative beta-1,3-glucanase"
mips_01_04_01
mips_01_05_01
mips_30_01
at_At2g27500 mips_01_04 "beta-1,3-glucanase like protein"
mips_01_04_01
mips_11_05_03
at_At2g44470 - mips_01_05_01_01_02 "putative beta-glucosidase"
at_At2g45880 - mips_02 "putative beta-amylase"
mips_01_05_01
mips_01_05_01_01
mips_02_19
mips_02_99
at_At3g18070 - mips_01_05_01_01_02 "beta-glucosidase, putative"
mips_01_20_01
mips_01_20_01_07
at_At3g24330 - mips_01_04_01 "beta-1,3-glucanase, putative"
at_At3g46570 mips_01_05_01 "glucosidase-like protein"
mips_01_05_01_01
mips_11_05
mips_11_05_03
at_At3g57520 - mips_01 "imbibition protein homolog"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_98
at_At3g60120 - mips_01_05_01_01_02 "beta-glucosidase-like protein"
mips_01_20_01
mips_01_20_01_07
at_At3g62750 - mips_01_05 "beta-glucosidase-like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_01_02
mips_40_02
at_At4g11350 - mips_01_05_01 "putative protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_05
mips_06_07
mips_06_07_02
mips_06_07_02_02
mips_30_27
mips_30_27_01
mips_40_02
at_At4g14080 - mips_01 "A6 anther-specific protein"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At4g17090 - mips_02 "beta-amylase (ct-bmy gene)"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_19
mips_02_99
at_At4g19720 mips_01 "putative protein"
mips_01_05
mips_11
mips_11_05
mips_11_05_03
at_At4g21760 mips_01_05 "beta-glucosidase -like protein"
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
at_At4g26830 - mips_01 "putative beta-1,3-glucanase"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At4g29360 - mips_01_04_01 "beta-1,3-glucanase-like protein"
at_At5g17500 - mips_01_05_01_01_01 "putative protein"
at_At5g20870 - mips_01_04_01 "beta-1,3-glucanase - like protein"
mips_01_05
at_At5g24540 mips_01_05 "beta-glucosidase"
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At5g28510 mips_01_05 "thioglucosidase (myrosinase) - like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At5g42260 mips_01_05_01_01_02 "beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At5g45300 - mips_01_05 "beta-amylase-like"
mips_01_05_01_01
mips_02_19
mips_02_99
at_At5g55180 - mips_01_04_01 "beta-1,3-glucanase-like protein"
at_At5g64790 - mips_01_04_01 "beta-1,3-glucanase"
Propertest Accuracy: 12/37 (32.43%)
Propertest Frequency class 'mips_11_05_03': 74/3048 (2.43%)
New (unknown) data (1980 items):
at_At1g14590 - no entry null
at_At1g77790 - no entry null
at_At3g26130 - no entry null
at_At3g57270 - no entry null
at_At4g00300 - mips_10 ""
at_At4g00490 - mips_02_19 "putative beta-amylase"
mips_02_99
at_At4g16260 - no entry null
at_At4g19970 - no entry null
at_At4g23490 - no entry null
at_At4g28320 - no entry null
at_At5g16580 - no entry null
at_At5g16700 - no entry null
at_At5g64860 - no entry null
at_At5g66460 - no entry null
at_At2g32290 - mips_02_19 "putative beta-amylase"
mips_02_99
at_At3g10890 - no entry null
at_At3g23920 - mips_02_19 "beta-amylase, putative"
mips_02_99
at_At4g38300 - mips_40_01 "putative protein"
at_At5g20340 - no entry null
at_At5g20560 - no entry null
at_At5g40390 - no entry null
at_At5g55700 - mips_02_19 "beta-amylase"
mips_02_99
at_At1g11820 - no entry null
at_At1g65590 - no entry null
at_At2g40840 - no entry null
at_At3g10900 - no entry null
at_At3g30540 - no entry null
at_At4g38650 - mips_40_01 "putative protein"
at_At5g51880 - no entry null
------------------
Rule 37
c <= 0.0004
c.1.8 <= 0.018
c.23 > 0.018
-> class mips_01_20_01 "metabolism of primary metabolic sugars derivatives"
Evaluation on training data (3968 items):
at_At1g01570 - mips_01_05_01_03 "hypothetical protein"
mips_01_05_01_03_02
mips_06
mips_30_27
mips_30_27_01
mips_40_08
at_At1g03310 - mips_01_05_01_01_01 "putative isoamylase"
mips_02_19
at_At1g05590 - mips_01_05_01_01_01 "hypothetical protein"
mips_01_06_04
mips_40_25
at_At1g07850 - mips_01_05_01_03_02 "hypothetical protein"
mips_40_08
at_At1g26560 mips_01_05_01_01_02 "beta-glucosidase like protein"
mips_01_20_01
mips_01_20_01_07
at_At1g33220 - mips_01_05 "beta-1,3-glucanase, putative"
mips_01_05_01_01
mips_11_05
mips_11_05_03
mips_25_03
mips_30
mips_98
at_At1g51470 mips_01_05 "myrosinase precursor, putative"
mips_01_05_01
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At1g52400 mips_01_05_01 "beta-glucosidase, putative"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g60090 mips_01_20_01 "hypothetical protein"
mips_01_20_01_07
at_At1g61810 mips_01_05_01_01_02 "hypothetical protein"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At1g61820 mips_01_05_01 "hypothetical protein"
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g69830 - mips_01_05_01_01_01 "putative alpha-amylase"
mips_02_19
at_At1g75940 mips_01_05_01_01_02 "ATA27"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At1g76130 - mips_01_05_01_01_01 "unknown protein"
mips_02_05
mips_02_16
mips_02_19
mips_02_22
at_At2g16230 - mips_01_04 "putative beta-1,3-glucanase"
mips_01_04_01
mips_30_01
at_At2g16730 mips_01_05_01_01_01 "putative beta-galactosidase"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At2g19440 - mips_01 "putative beta-1,3-glucanase, predicted GPI-anchored protein"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At2g20680 - mips_01_05_01_01_01 "(1-4)-beta-mannan endohydrolase"
mips_40_25
at_At2g26600 - mips_01_04_01 "beta-1,3-glucanase like protein"
mips_11_05
mips_11_05_03
at_At2g32810 mips_01_05_01_01_01 "putative beta-galactosidase (BGAL9)"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At2g32860 mips_01_05 "putative beta-glucosidase"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At2g44450 mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
at_At2g44460 mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
at_At2g44480 mips_01_20_01 "putative beta-glucosidase"
mips_01_20_01_07
mips_11_05_03
at_At2g44490 mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
at_At3g07320 - mips_01_04_01 "putative beta-1,3-glucanase precursor"
at_At3g09260 mips_01_05_01_01_02 "thioglucosidase 3D precursor"
mips_01_20_01
mips_01_20_01_07
at_At3g13560 - mips_01_04_01 "glucan endo-1,3-beta-glucosidase precursor, putative"
at_At3g13750 mips_01_05_01_01_01 "galactosidase, putative"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At3g15800 - mips_01_04_01 "putative beta-1,3-glucanase precursor"
mips_01_05_01_01
mips_11_05
mips_11_05_03
at_At3g18080 mips_01 "beta-glucosidase like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At3g21370 mips_01_20_01 "beta-glucosidase, putative"
mips_01_20_01_07
mips_11_05_03
at_At3g23640 - mips_01_05_01_01_02 "alpha glucosidase like protein"
mips_02_01
mips_02_19
mips_40_08
mips_40_25
mips_63_13
mips_63_13_01
at_At3g55430 - mips_01_04_01 "beta-1,3-glucanase - like protein"
mips_01_05
mips_30
mips_98
at_At3g55780 mips_01_04 "beta-1,3-glucanase - like protein"
mips_01_04_01
mips_01_20_01
mips_11_05_03
at_At3g57240 - mips_01 "beta-1,3-glucanase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
mips_98
at_At3g57260 - mips_01 "beta-1,3-glucanase 2 (BG2)"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
mips_98
mips_99
at_At3g60130 mips_01_05_01_01_01 "beta-glucosidase-like protein"
mips_01_20_01
mips_01_20_01_07
mips_02_01
at_At3g60140 mips_01_05_01 "beta-glucosidase"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At3g62740 - mips_01_05_01_01_01 "beta-glucosidase-like protein"
mips_01_05_01_01_02
at_At4g17180 - mips_01_04 "putative protein"
mips_01_04_01
mips_01_05
mips_01_05_01
mips_11
mips_11_05
mips_11_05_03
mips_30
mips_30_01
at_At4g18340 - mips_01_04_01 "beta-1,3-glucanase-like protein"
at_At4g19750 - mips_11_05_03 "chitinase - like protein"
mips_11_07
mips_11_07_03
mips_11_10
mips_11_10_07
mips_30_01
mips_40_27
mips_63_13
mips_63_13_01
at_At4g19760 - mips_63_13 "chitinase - like protein"
mips_63_13_99
at_At4g19770 - mips_40_27 "putative protein"
mips_63_13
mips_63_13_01
mips_63_13_99
at_At4g19810 - mips_11_05_03 "putative chitinase"
at_At4g19820 - mips_40_27 "putative chitinase"
mips_63_13
mips_63_13_01
at_At4g26140 mips_01_05_01_01_01 "putative beta-galactosidase"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At4g27830 - mips_01_05_01_01_02 "beta-glucosidase like protein"
mips_11_05_03
at_At4g34480 - mips_01_04_01 "putative protein (fragment)"
at_At4g35010 mips_01_05_01_01_01 "beta-galactosidase - like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At4g36360 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At4g38590 mips_01_20_01 "galactosidase like protein"
mips_01_20_01_07
mips_40_01
mips_40_25
at_At5g03650 - mips_01_05_01_01_01 "1,4-alpha-glucan branching enzyme protein soform SBE2.2 precursor"
mips_01_05_01_03
mips_01_05_01_03_02
mips_02_19
at_At5g08380 - mips_01_05_01_01_02 "alpha-galactosidase - like protein"
mips_01_05_01_03_02
mips_06_13_04
mips_06_13_04_01
mips_40_25
at_At5g11720 - mips_01_05_01_01_02 "alpha-glucosidase 1"
mips_02_01
mips_02_19
mips_40_25
mips_63_13
mips_63_13_01
at_At5g18220 - mips_01_04_01 "beta-1,3-glucanase - like predicted GPI-anchored protein"
at_At5g20250 - mips_01_05_01_03 "seed imbitition protein-like"
at_At5g20330 - mips_11_05_03 "beta-1,3-glucanase bg4"
mips_25_03
mips_30_01
at_At5g24090 - mips_03_03_03 "acidic endochitinase (dbj|BAA21861.1)"
mips_40_27
at_At5g24550 mips_01_05_01_01_02 "beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At5g26000 mips_01_20_01 "myrosinase precursor"
mips_01_20_01_07
mips_11_05_03
at_At5g41460 - mips_01_05_01_03 "putative protein"
mips_01_05_01_03_02
mips_06_07_02
mips_06_07_02_02
mips_30_27
mips_30_27_01
at_At5g42100 - mips_01_04_01 "beta-1,3-glucanase - like predicted GPI-anchored protein"
mips_11_05_03
at_At5g42720 - mips_01_04 "beta-1,3-glucanase-like protein"
mips_01_04_01
mips_11_05_03
at_At5g44640 mips_01_05_01_01_02 "beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At5g54570 mips_01_20_01 "beta-glucosidase"
mips_01_20_01_07
at_At5g56870 mips_01_05_01_01_01 "beta-galactosidase (emb|CAB64740.1)"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At5g58090 - mips_01_04 "predicted GPI-anchored protein"
mips_01_04_01
mips_11_05_03
mips_30_01
at_At5g63800 mips_01_05_01 "beta-galactosidase like protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At5g63810 mips_01_05_01_01_01 "beta-galactosidase (emb|CAB64746.1)"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At5g63840 - mips_01_05_01_01_02 "glucosidase II alpha subunit"
mips_02_01
mips_02_19
mips_40_25
mips_63_13
mips_63_13_01
Training Accuracy: 32/72 (44.44%)
Training Frequency class 'mips_01_20_01': 72/3968 (1.81%)
Evaluation on validation data (1980 items):
at_At1g31740 mips_01_05_01 "putative protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At1g47600 mips_01_05_01_01_02 "hypothetical protein"
mips_01_20_01
mips_01_20_01_07
at_At1g60260 mips_01_05_01 "putative beta-glucosidase"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
mips_40_02
at_At1g60270 mips_01_20_01 ""
mips_01_20_01_07
at_At1g66250 - mips_01_04_01 "beta-1,3-glucanase precursor, putative"
at_At2g01630 - mips_01_04_01 "beta-1,3-glucanase like protein"
at_At2g25630 mips_01_05_01 "putative beta-glucosidase"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
at_At2g28470 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At2g39640 - mips_01_04_01 "putative beta-1,3-glucanase, predicted GPI-anchored protein"
at_At3g45940 - mips_01_05_01_01_02 "putative protein"
mips_02_01
mips_02_19
mips_40_08
mips_40_25
mips_63_13
mips_63_13_01
at_At3g54440 - mips_01_05_01_01_01 "beta Galactosidase - like protein"
mips_25_05_10
mips_25_05_13
mips_25_05_17
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
mips_40_25
at_At3g55260 - mips_01_05_01_01_01 "beta-N-acetylhexosaminidase -like protein"
mips_01_06_04
mips_40_25
at_At3g61810 - mips_01 "putative protein"
mips_01_04_01
mips_01_05
mips_01_05_01
mips_11
mips_11_05
mips_11_05_03
mips_98
mips_99
at_At4g01040 - mips_11_07_03 "hypothetical protein"
mips_11_10
mips_11_10_07
mips_40_27
mips_63_13
mips_63_13_01
at_At4g01970 - mips_01_05_01_03 "putative raffinose synthase or seed imbibition protein"
at_At4g15210 - mips_02 "beta-amylase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_19
mips_02_99
at_At4g19730 - mips_11_05_03 "putative protein"
mips_11_07
mips_11_07_03
mips_11_10
mips_11_10_07
mips_40_27
mips_63_13
mips_63_13_01
mips_63_13_99
at_At4g19740 - mips_11_07_03 "putative protein"
mips_11_10
mips_11_10_07
mips_40_27
mips_63_13
mips_63_13_01
at_At4g19800 - mips_01_05 "chitinase - like protein"
mips_11
mips_11_01
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_03
mips_11_10
mips_11_10_07
mips_13
mips_13_11
mips_40_03
mips_40_27
mips_63_13
mips_63_13_01
mips_63_13_99
at_At4g22100 mips_01_20_01 "glucosidase like protein"
mips_01_20_01_07
at_At4g27820 mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At4g31140 - mips_01_04_01 "1,3-beta-glucanase - like predicted GPI-anchored protein"
mips_11_05_03
at_At5g01930 - mips_01 "(1-4)-beta-mannan endohydrolase-like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
at_At5g08370 - mips_01_05_01_01_02 "alpha-galactosidase - like protein"
mips_01_05_01_03_02
mips_06_13_04
mips_06_13_04_01
mips_40_25
at_At5g18670 - mips_01 "beta-amylase-like proten"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_19
mips_02_99
at_At5g20390 - mips_01 "beta-1,3-glucanase-like protein"
mips_01_05
mips_01_05_01_01
mips_11_05
mips_11_05_03
mips_25_03
mips_30
mips_98
at_At5g20710 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At5g25980 mips_01_20_01 "myrosinase TGG2"
mips_01_20_01_07
at_At5g36890 - mips_01_05_01_01_01 "beta-glucosidase -like protein"
mips_01_05_01_01_02
mips_02_01
at_At5g56590 - mips_01_04 "beta-1,3-glucanase-like protein"
mips_01_04_01
mips_01_05_01
mips_30_01
at_At5g58480 - mips_01_04_01 "beta 1-3 glucanase - like predicted GPI-anchored protein"
at_At5g67460 - mips_01_04_01 "putative protein"
Validation Accuracy: 10/32 (31.25%)
Validation Frequency class 'mips_01_20_01': 29/1980 (1.46%)
Evaluation on propertest data (3048 items):
at_At1g02310 - mips_01_05_01_01 "(1-4)-beta-mannan endohydrolase precursor, putative"
at_At1g02850 mips_01_20_01 "Similar to beta-glucosidases (At1g02850)"
mips_01_20_01_07
at_At1g06350 - mips_01_06_01 "hypothetical protein"
mips_40_07
mips_63_17
mips_63_17_09
at_At1g09010 - mips_01_05_01_01_01 "putative Bos beta-mannosidase"
mips_06_07_02
mips_06_07_02_02
mips_25_05_10
mips_25_05_13
mips_25_05_17
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
mips_40_25
at_At1g30080 - mips_01 "beta-1,3-glucanase precursor, putative"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_11
mips_11_05
mips_11_05_03
mips_98
mips_99
at_At1g32860 - mips_01_04 "hypothetical protein"
mips_01_04_01
mips_01_05_01
mips_01_05_01_01
mips_11_05
mips_11_05_03
at_At1g45130 mips_01_20_01 "putative beta-galactosidase emb|CAB64741.1; similar to ESTs gb|N96096.1, gb|AW096565.1, gb|AI994624.1, gb|T42360.1, gb|AI100297.1"
mips_01_20_01_07
mips_40_01
mips_40_25
at_At1g51490 mips_01_05_01_01 "cyanogenic beta-glucosidase, putative"
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g55740 - mips_01_05_01_03 "seed imbibition protein, putative"
at_At1g64760 - mips_01_04_01 "hypothetical protein"
at_At1g66270 mips_01_20_01 "beta-glucosidase"
mips_01_20_01_07
at_At1g66280 mips_01_05_01 "beta-glucosidase, putative"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g68560 - mips_01_05_01_01_02 "alpha-xylosidase precursor"
mips_02_01
mips_02_19
mips_40_08
mips_40_25
mips_63_13
mips_63_13_01
at_At1g77410 mips_01_05_01_01_01 ""
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At1g77780 - mips_01_05 "endo-1,3-beta-glucanase - like predicted GPI-anchored protein"
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
at_At2g02060 - mips_10_05_01 "unknown protein"
mips_10_05_01_10
mips_30_04
at_At2g05790 - mips_01_04 "putative beta-1,3-glucanase"
mips_01_04_01
mips_01_05_01
mips_30_01
at_At2g27500 - mips_01_04 "beta-1,3-glucanase like protein"
mips_01_04_01
mips_11_05_03
at_At2g36390 - mips_01_05_01_03 "starch branching enzyme class II (sbe2-1)"
mips_01_05_01_03_02
mips_02_19
at_At2g39930 - mips_01_05_01_01_01 "putative isoamylase"
mips_02_19
at_At2g44470 - mips_01_05_01_01_02 "putative beta-glucosidase"
at_At2g45880 - mips_02 "putative beta-amylase"
mips_01_05_01
mips_01_05_01_01
mips_02_19
mips_02_99
at_At3g18070 mips_01_05_01_01_02 "beta-glucosidase, putative"
mips_01_20_01
mips_01_20_01_07
at_At3g20440 - mips_01 "1,4-alpha-glucan branching enzyme, putative"
mips_01_01_07
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_02_19
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_03
mips_67
mips_67_10
at_At3g24330 - mips_01_04_01 "beta-1,3-glucanase, putative"
at_At3g26380 - mips_01_05 "unknown protein"
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_05_01_03
mips_01_05_01_03_02
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_30
mips_40_25
at_At3g46570 - mips_01_05_01 "glucosidase-like protein"
mips_01_05_01_01
mips_11_05
mips_11_05_03
at_At3g52840 mips_01 "beta-galactosidase precursor - like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_30
mips_30_01
mips_40
mips_40_01
mips_40_25
at_At3g56310 - mips_01_05 "alpha-galactosidase-like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_05_01_03
mips_01_05_01_03_02
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_30
mips_30_01
mips_40_25
at_At3g57520 - mips_01 "imbibition protein homolog"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_98
at_At3g60120 mips_01_05_01_01_02 "beta-glucosidase-like protein"
mips_01_20_01
mips_01_20_01_07
at_At3g62750 - mips_01_05 "beta-glucosidase-like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_01_02
mips_40_02
at_At4g09020 - mips_01_05_01_01_01 "isoamylase-like protein"
mips_02_19
at_At4g11350 - mips_01_05_01 "putative protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_05
mips_06_07
mips_06_07_02
mips_06_07_02_02
mips_30_27
mips_30_27_01
mips_40_02
at_At4g14080 - mips_01 "A6 anther-specific protein"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At4g17090 - mips_02 "beta-amylase (ct-bmy gene)"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_19
mips_02_99
at_At4g19720 - mips_01 "putative protein"
mips_01_05
mips_11
mips_11_05
mips_11_05_03
at_At4g21760 - mips_01_05 "beta-glucosidase -like protein"
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
at_At4g25000 - mips_01_05 "alpha-amylase like protein"
mips_01_05_01_01
mips_02_19
at_At4g26830 - mips_01 "putative beta-1,3-glucanase"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At4g29360 - mips_01_04_01 "beta-1,3-glucanase-like protein"
at_At5g04360 - mips_01_05_01_01_01 "pullulanase-like protein (starch debranching enzyme)"
mips_02_19
at_At5g17500 - mips_01_05_01_01_01 "putative protein"
at_At5g20870 - mips_01_04_01 "beta-1,3-glucanase - like protein"
mips_01_05
at_At5g24540 mips_01_05 "beta-glucosidase"
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At5g28510 mips_01_05 "thioglucosidase (myrosinase) - like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At5g42260 mips_01_05_01_01_02 "beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At5g45300 - mips_01_05 "beta-amylase-like"
mips_01_05_01_01
mips_02_19
mips_02_99
at_At5g55180 - mips_01_04_01 "beta-1,3-glucanase-like protein"
at_At5g64790 - mips_01_04_01 "beta-1,3-glucanase"
Propertest Accuracy: 12/50 (24.00%)
Propertest Frequency class 'mips_01_20_01': 45/3048 (1.48%)
New (unknown) data (1980 items):
at_At1g14590 - no entry null
at_At1g77790 - no entry null
at_At3g26130 - no entry null
at_At3g57270 - no entry null
at_At4g00300 - mips_10 ""
at_At4g00490 - mips_02_19 "putative beta-amylase"
mips_02_99
at_At4g08160 - mips_40_01 "putative xylan endohydrolase"
at_At4g16260 - no entry null
at_At4g19970 - no entry null
at_At4g23490 - no entry null
at_At4g28320 - no entry null
at_At4g33830 - mips_40_01 "putative protein"
at_At4g33840 - mips_40_01 "putative protein"
at_At4g33850 - mips_40_01 "putative protein"
at_At4g33860 - mips_40_01 "putative protein"
at_At5g16580 - no entry null
at_At5g16700 - no entry null
at_At5g64860 - no entry null
at_At5g66460 - no entry null
at_At1g10050 - mips_40_01 "putative xylan endohydrolase"
at_At1g13130 - mips_99 "hypothetical protein"
at_At1g58370 - mips_40_01 "unknown protein"
mips_98
at_At1g72990 - mips_40_01 "unknown protein (At1g72990)"
mips_40_25
at_At2g14690 - mips_40_01 "1,4-beta-xylan endohydrolase"
at_At2g32290 - mips_02_19 "putative beta-amylase"
mips_02_99
at_At3g10890 - no entry null
at_At3g23920 - mips_02_19 "beta-amylase, putative"
mips_02_99
at_At4g33820 - mips_40_01 "putative protein"
at_At4g38300 - mips_40_01 "putative protein"
at_At5g20340 - no entry null
at_At5g20560 - no entry null
at_At5g40390 - no entry null
at_At5g55700 - mips_02_19 "beta-amylase"
mips_02_99
at_At1g11820 - no entry null
at_At1g65590 - no entry null
at_At2g40840 - no entry null
at_At3g10900 - no entry null
at_At3g26140 - no entry null
at_At3g30540 - no entry null
at_At4g33810 - mips_40_01 "beta-xylan endohydrolase -like protein"
at_At4g38650 - mips_40_01 "putative protein"
at_At5g51880 - no entry null
------------------
Rule 660
a <= 0.02
c.66 <= 0.0072
-> class mips_01_20_50 "catabolism of secondary metabolites"
Evaluation on training data (3968 items):
at_At1g21130 mips_01_20_17 "O-methyltransferase, putative"
mips_01_20_17_03
mips_01_20_50
at_At1g77530 mips_01_20_17 "putative caffeic acid 3-O-methyltransferase"
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At3g53140 mips_01_20_05 "caffeic acid O-methyltransferase - like protein"
mips_01_20_05_11
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05_04
mips_11_05_05
mips_11_05_05_01
at_At4g35160 mips_01_20_17 "O-methyltransferase - like protein"
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05_04
at_At5g37170 mips_01_20_17 "caffeic acid O-methyltransferase-like protein"
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05_04
at_At5g54160 mips_01_20 "O-methyltransferase"
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05
mips_05_04
mips_20
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'mips_01_20_50': 78/3968 (1.97%)
Evaluation on validation data (1980 items):
at_At1g21100 mips_01_20 "O-methyltransferase, putative"
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05
mips_05_04
mips_20
at_At1g21110 mips_01_20_17 "O-methyltransferase, putative"
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05_04
at_At1g63140 mips_01_20_17_03 "caffeic O-methyltransferase, putative"
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At1g77520 mips_01_20_17_03 "putative caffeic acid 3-O-methyltransferase"
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At3g13180 - mips_04_01 "putative sun (fmu) protein"
mips_04_01_04
mips_40_10_07
at_At5g14620 - mips_03_01_05_01 "putative protein"
mips_03_01_09
mips_03_01_09_05
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'mips_01_20_50': 33/1980 (1.67%)
Evaluation on propertest data (3048 items):
at_At1g21120 mips_01 "O-methyltransferase, putative"
mips_01_20
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05
mips_05_04
mips_20
mips_98
at_At1g33030 mips_01_20_17 "putative protein"
mips_01_20_17_03
mips_01_20_35_01
mips_01_20_50
at_At1g51990 mips_01_20_17_03 ""
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At1g76790 mips_01_20 "catechol O-methyltransferase like protein"
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05
mips_05_04
mips_20
at_At4g35150 mips_01_20_17_03 "O-methyltransferase - like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At5g53810 mips_01 "caffeic acid 3-O-methyltransferase-like protein"
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_40
mips_98
Propertest Accuracy: 6/6 (100.00%)
Propertest Frequency class 'mips_01_20_50': 51/3048 (1.67%)
New (unknown) data (1980 items):
at_At5g10910 - no entry null
------------------
Rule 432
a.100.1 > 0.0048
b.35 > 8.3e-05
c.1.10 > 4.2e-25
c.2.1 <= 1.2e-06
c.23.12 > 1.9e-15
c.3.1 > 0.0062
c.58 > 2.8026e-45
d.162.1 > 1.49939e-42
d.81.1 > 2.9e-16
f > 0.016
-> class mips_01_20_50 "catabolism of secondary metabolites"
Evaluation on training data (3968 items):
at_At1g01790 - mips_13 "K Efflux antiporter KEA1"
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
at_At1g03630 mips_01_01 "protochlorophyllide reductase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_30_26
mips_30_26_03
at_At1g07440 mips_01_01_01_11 "tropinone reductase-I, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g07450 mips_01_01_01_11 "tropinone reductase-I, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At1g09340 - mips_01_05_01_01_01 "putative RNA-binding protein"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_99
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g12780 - mips_01_05_01_03 "uridine diphosphate glucose epimerase"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g24470 mips_01_01_01_11 "putative b-keto acyl reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At1g25460 - mips_01_05_01_01_01 "hypothetical protein"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g30620 - mips_01_03 "UDP-galactose 4-epimerase-like protein"
mips_02
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_99
mips_02_01
at_At1g32100 - mips_01_05_01_01_01 "pinoresinol-lariciresinol reductase like protein"
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
at_At1g36580 mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At1g47290 - mips_01 "3-beta-hydroxysteroid dehydrogenase, putative"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_40_03
mips_40_07
mips_40_16
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_05
at_At1g51410 - mips_01_03 "cinnamyl alcohol dehydrogenase, putative"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g54870 mips_01 "putative protein (At1g54870)"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_16
at_At1g62610 mips_01_01 "similar to glucose 1-dehydrogenase (AB000617); similar to EST gb|T88100"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
at_At1g63180 - mips_01_03 "uridine diphosphate glucose epimerase, putative"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g63380 mips_01_01_01_11 "reductase, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At1g64440 - mips_01_03 "UDP-galactose 4-epimerase, putative"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g71170 - mips_01_01 "dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_15
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_03
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_07
mips_40_16
at_At1g73250 - mips_01_05_01_01_01 "GDP-4-keto-6-deoxy-D-mannose-3,5-epimerase-4-reductase (GER1)"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g75280 - mips_01_03 "putative NADPH oxidoreductase"
mips_01_05_01_01_01
mips_01_05_99
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
at_At1g80820 - mips_01_03 "cinnamoyl CoA reductase like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_30_34
mips_30_34_09
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g02400 - mips_01_03 "putative cinnamoyl-CoA reductase"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g20360 - mips_01_06_01_07 "putative NADH-ubiquinone oxireductase"
mips_01_06_01_07_11
mips_02_11_05
mips_30_16
at_At2g21280 - mips_01_03 "unknown protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_03_03_03
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g29170 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29300 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29310 mips_01_01_10_05 "putative tropinone reductase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29320 mips_01_01_01_11 "tropinone reductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At2g29360 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_10
mips_14_10_02
mips_40_19
mips_67_15
at_At2g33600 - mips_01_03 "putative cinnamoyl-CoA reductase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g34460 - mips_01_05_01_03_01 "unknown protein"
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g37540 mips_01_01_01_11 "putative oxidoreductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At2g43420 - mips_01_05_01_01_01 "putative sterol dehydrogenase"
mips_01_06_01_07
mips_01_06_01_07_11
at_At2g44040 - mips_01_01 "unknown protein"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_06
mips_01_01_01_07_06_01
at_At2g45310 - mips_01_05_99 "putative nucleotide sugar epimerase"
mips_02_01
at_At2g47120 mips_01_01_01_11 "putative alcohol dehydrogenase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At2g47130 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At2g47140 mips_01_01_01 "alcohol dehydrogenase like protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At2g47150 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67_15
at_At3g12800 mips_01_01_10_05 "hypothetical protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g14790 - mips_01_05_01_03_01 "dTDP-glucose 4,6-dehydratase, putative"
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g23820 - mips_01_05_01_01_01 "NAD dependent epimerase, putative"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At3g26770 mips_01_01_01_11 "short chain alcohol dehydrogenase like protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
at_At3g46170 mips_01_01 "dehydrogenase -like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g46440 - mips_01_05_01_01_01 "dTDP-glucose 4-6-dehydratases-like protein"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g47350 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g47360 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At3g47520 - mips_02 "chloroplast NAD-dependent malate dehydrogenase"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_02_01
mips_02_16
mips_02_16_03
mips_40_03
mips_40_10_99
mips_40_16
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
at_At3g51160 - mips_01_05_01_03_02 "GDP-D-mannose-4,6-dehydratase (MUR1)"
mips_01_05_99
mips_02_01
at_At3g51680 mips_01_01_01_11 "short-chain alcohol dehydrogenase-like protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At3g55290 mips_01_01_01_11 "oxidoreductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At3g59710 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_05
mips_01_20_50
at_At3g59890 - mips_01_01_01_07 "putative protein"
mips_01_01_01_07_06
mips_01_01_01_07_06_01
at_At4g00110 - mips_01_05_01_01_01 "putative nucleotide sugar epimerase"
mips_01_05_99
mips_02_01
at_At4g00560 - mips_01_05_01_01_01 "putative dTDP-6-deoxy-L-mannose-dehydrogenase"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g05530 mips_01_01_10_05 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At4g09750 mips_01_05_01_01_09 "putative protein"
mips_01_05_01_01_11
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g10020 mips_01_01 "putative oxidoreductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At4g13180 mips_01_01_10_05 "short-chain alcohol dehydrogenase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
at_At4g13250 mips_01_01_01_11 "unknown protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At4g17370 - mips_01_05_01_03_09 "putative protein"
mips_01_06_01_01
mips_01_20_15
mips_01_20_15_99
at_At4g20460 - mips_01_05_01_01_01 "UDP-glucose 4-epimerase - like protein"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g23420 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_67_15
at_At4g23920 - mips_01_03 "UDPglucose 4-epimerase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_02_01
mips_30_01
at_At4g30470 - mips_01_05_01 "cinnamoyl-CoA reductase - like protein"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_07
mips_01_07_01
mips_01_07_99
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_40_10_03
at_At4g33030 - mips_01_05_01_01 "sulfolipid biosynthesis protein SQD1"
mips_01_05_01_01_01
mips_01_06_99
mips_02_01
mips_06_13_04
mips_30_02
at_At4g33360 - mips_01_06_01 "putative dihydrokaempferol 4-reductase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_40_07
mips_40_10_03
at_At4g34540 - mips_01_03 "isoflavone reductase - like protein"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
mips_30_01
at_At4g35420 - mips_01_05_01_01_01 "putative protein"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_40_10_03
at_At4g39230 - mips_01_05_01_01_01 "NAD(P)H oxidoreductase, isoflavone reductase - like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_02_01
mips_11_99
at_At5g02540 mips_01_01_01_11 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At5g10050 mips_01_01_01_11 "putative protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At5g14700 mips_01_01_01_11 "cinnamoyl CoA reductase - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_02
mips_01_05_01_03_09
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At5g14800 - mips_01_01 "pyrroline-5-carboxylate reductase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_01
mips_01_01_10
mips_01_01_10_01
mips_63_21
mips_63_21_07
at_At5g18210 mips_01_01 "Brn1-like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At5g19440 - mips_01_03 "cinnamyl-alcohol dehydrogenase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_07
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g28840 - mips_01_05_01_01 "GDP-mannose 3,5-epimerase"
mips_01_05_01_01_01
mips_02_01
mips_40_10_03
at_At5g50130 mips_01_01 "ribitol dehydrogenase-like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_01
mips_14_01_01
mips_67_15
at_At5g50600 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g50690 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g50770 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g51030 mips_01_01_01_11 "carbonyl reductase-like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At5g59290 - mips_01_03 "dTDP-glucose 4-6-dehydratase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
Training Accuracy: 41/84 (48.81%)
Training Frequency class 'mips_01_20_50': 78/3968 (1.97%)
Evaluation on validation data (1980 items):
at_At1g02000 - mips_01_05_01_01_01 "nucleotide sugar epimerase, putative"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At1g08200 - mips_01_05_01_01_01 "unknown protein"
mips_01_05_01_03_01
mips_02_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g15950 - mips_01_05_01_03_01 "unknown protein"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g16720 - mips_01_03 "Unknown protein (At1g16720; F17F16.7)"
mips_01_05
mips_01_05_01
mips_01_05_99
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_20
mips_01_20_05
mips_01_20_35
mips_01_20_35_01
mips_30
mips_30_01
at_At1g24360 mips_01_01_01_11 "putative 3-oxoacyl [acyl-carrier protein] reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At1g52340 mips_01_01_01_11 "short chain alcohol dehydrogenase, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At1g53500 - mips_01_03 "dTDP-D-glucose 4,6-dehydratase, putative"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g63000 - mips_01_05_01_03_02 "unknown protein"
mips_01_05_99
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_40_10_03
at_At1g75290 - mips_01_03 "NADPH oxidoreductase, putative"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
mips_30_01
at_At1g75300 - mips_01_03 "NADPH oxidoreductase, putative"
mips_01_05_01_01_01
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
mips_30_01
at_At2g26260 - mips_01_05_01_01_01 "3-beta-hydroxysteroid dehydrogenase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_47_03_15
mips_47_03_15_05
at_At2g28760 - mips_01_03 "putative nucleotide-sugar dehydratase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g29340 mips_01_01_10_05 "tropinone reductase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
mips_67_15
at_At2g29370 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At2g33630 - mips_01_05 "putative steroid dehydrogenase"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
at_At2g34850 - mips_01_03 "putative UDP-galactose-4-epimerase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g45400 - mips_01_05_01_01 "putative flavonol reductase"
mips_01_05_01_03_01
mips_01_05_99
mips_01_20_35
mips_01_20_35_01
mips_40_10
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g26760 mips_01_01 "putative short chain alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g29250 mips_01_01 "short-chain alcohol dehydrogenase, putative"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g44540 - mips_01_01_01 "acyl CoA reductase - protein"
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g44560 - mips_01_01 "acyl CoA reductase -like protein"
mips_01_01_01
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06
mips_01_06_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
at_At3g55310 mips_01_01_01_11 "beta-ketoacyl-ACP reductase - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At3g63140 - mips_40_26 "mRNA binding protein precursor - like"
mips_40_26_03
at_At4g00630 - mips_13_01 "putative potassium/H+ antiporter"
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g03140 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At4g10960 - mips_01_03 "UDP-galactose 4-epimerase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g11410 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_01
mips_14_01_01
mips_14_05
mips_67_15
at_At4g12250 - mips_01_03 "nucleotide sugar epimerase -like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At4g20760 mips_01_01 "cell-cell signaling protein csgA - like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
at_At4g20930 - mips_01_01_01_15 "3-hydroxyisobutyrate dehydrogenase -like protein"
mips_01_01_10
mips_01_01_10_04
mips_02_07
mips_02_07_01
at_At4g23430 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g27440 mips_01_01_01 "protochlorophyllide reductase precursor"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_26
mips_30_26_03
at_At4g33790 - mips_01_06_01_05 "male sterility 2-like protein"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At5g02240 - mips_01_05_01_01_01 "unknown protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_02_01
at_At5g04900 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At5g06060 mips_01_01_10_05 "short chain alcohol dehydrogenase-like"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At5g19200 mips_01_01_01_11 "FVT1 - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_40_27
at_At5g42800 - mips_01_05_01_01_01 "dihydroflavonol 4-reductase"
mips_01_05_01_03_01
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g50700 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g52810 - mips_01_01_01_01 "unknown protein"
mips_01_07_01
mips_01_20_19
mips_01_20_19_01
mips_13_11
mips_20_25_01
mips_20_25_01_01
mips_63_99
at_At5g53090 mips_01_01_01 "protochlorophyllide reductase; oxidoreductase required for shoot apex development"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
Validation Accuracy: 17/41 (41.46%)
Validation Frequency class 'mips_01_20_50': 33/1980 (1.67%)
Evaluation on propertest data (3048 items):
at_At1g01800 - mips_01_20_05 "putative short-chain dehydrogenase"
mips_01_20_05_09
mips_11_07
mips_11_07_07
at_At1g09480 - mips_01_05_01_01 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09490 - mips_01_05_01_03_01 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03_02
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09500 - mips_01_03 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09510 - mips_01_03 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_99
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09940 mips_01_01 "putative glutamyl-tRNA reductase 2 precursor"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_17
mips_01_20_19
mips_01_20_19_01
mips_01_20_50
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_20
mips_30_34
mips_30_34_07
mips_40_16
at_At1g10310 mips_01_01_01_11 "unknown protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g32220 - mips_01_05_01_01_01 "unknown protein"
mips_02_01
at_At1g58290 - mips_01_01_01_01 "putative protein"
mips_01_20_19
mips_01_20_19_01
mips_20_25_01
mips_20_25_01_01
mips_63_99
at_At1g61720 - mips_01 "putative protein"
mips_01_03
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_30
mips_30_01
mips_40_03
mips_63
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
mips_98
at_At1g64590 mips_01_01_10_05 "oxidoreductase, putative"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At1g66800 - mips_01 "hypothetical protein"
mips_01_03
mips_01_05
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_04
mips_04_05_01_04
mips_30
mips_40
mips_40_10
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
mips_98
at_At1g67730 mips_01_01_01_11 "b-keto acyl reductase (glossy8)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g68540 - mips_01_05_01_01 "putative reductase"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g71180 - mips_01_01_01 "putative dehydrogenase (At1g71180)"
mips_01_01_01_15
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_07
at_At1g76470 - mips_01_05_01_03_01 "putative cinnamoyl-CoA reductase"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g78570 - mips_01_03 "Similar to dTDP-D-glucose 4,6-dehydratase"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g05990 mips_01_01_01 "enoyl-ACP reductase (ENR1)"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At2g07640 mips_01_01_01 "unknown protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At2g23910 - mips_01_05_01_03_02 "cinnamoyl CoA reductase like protein"
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
at_At2g27860 - mips_01_05_01_01_01 "putative dTDP-glucose 4-6-dehydratase"
mips_01_05_01_03_01
mips_02_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g29290 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At2g29330 mips_01 "putative tropinone reductase"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_20
mips_40_03
mips_40_19
mips_67
mips_67_15
mips_98
at_At2g29350 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_19
mips_67_15
at_At2g30670 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_03
mips_40_19
mips_67
mips_67_15
at_At2g31250 - mips_01_01 "putative glutamyl tRNA reductase"
mips_01_01_01
mips_01_01_01_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_19
mips_01_20_19_01
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63_99
at_At2g33590 - mips_01_05_01_03_01 "putative cinnamoyl-CoA reductase"
mips_01_05_01_03_02
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g37660 - mips_01_01 "unknown protein"
mips_01_01_01
mips_01_03
mips_01_05_01_01_01
mips_02_01
mips_30_01
at_At2g47650 - mips_01_03 "putative nucleotide-sugar dehydratase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_99
mips_02_01
mips_40_16
at_At3g11980 - mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_06_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g19480 - mips_01_01 "phosphoglycerate dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_02_01
mips_02_07
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_13
mips_13_03
mips_13_03_01
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67
mips_67_15
at_At3g29260 mips_01_01_10_05 "short-chain alcohol dehydrogenase, putative"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g42960 mips_01_01_01_11 "alcohol dehydrogenase (ATA1)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At3g44550 - mips_01_01 "acyl CoA reductase -like protein"
mips_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06_01
at_At3g50560 mips_01 "unknown protein"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_19
mips_67
mips_67_15
at_At3g53520 - mips_01_05_01_01 "UDP-glucuronic acid decarboxylase (UXS1)"
mips_01_05_99
at_At3g56700 - mips_01_06_01_05 "putative protein"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g61220 - mips_01_20_05 "putative protein"
mips_01_20_05_09
mips_11_07_07
at_At3g62830 - mips_01_05_01_01_01 "dTDP-glucose 4-6-dehydratase homolog D18"
mips_01_05_99
mips_02_01
mips_40_10_03
at_At4g00600 - mips_01_01_01_07 "putative tetrahydrofolate synthase"
mips_01_01_01_11
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_03_01
mips_01_03_04
mips_01_07_01
mips_04_03
mips_04_03_06
at_At4g04850 - mips_67_04 "putative potassium transporter"
mips_67_04_01
mips_67_04_01_02
at_At4g13660 - mips_01_20_35 "isoflavone reductase-like protein"
mips_01_20_35_01
mips_11_99
at_At4g24050 mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g27250 - mips_01_05_01_03_02 "putative protein"
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
at_At4g27760 mips_01_01_01_11 "forever young gene (FEY) (fragment)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
at_At4g30440 - mips_01_05_01_01_01 "nucleotide sugar epimerase-like protein"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At4g35250 - mips_01_05_01_01_01 "putative protein"
mips_02_01
mips_40_26
mips_40_26_03
at_At5g10730 - mips_01_05_01_03_02 "unknown protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_47_03_15
mips_47_03_15_05
at_At5g15940 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_40_19
at_At5g22420 - mips_01_06_01_05 "acyl CoA reductase-like protein"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At5g22500 - mips_01_06_01_05 "male sterility 2-like protein (emb|CAA68191.1)"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At5g44480 - mips_01_05_01_01 "putative protein"
mips_01_05_01_01_01
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g49460 - mips_01_05_01_05 "ATP-citrate lyase subunit B"
mips_01_05_01_05_07
mips_02_10
at_At5g50590 mips_01_01 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67_15
at_At5g53100 mips_01_01_10_05 "protochlorophyllide reductase; oxidoreductase required for shoot apex development"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_14_01_01
mips_14_05
at_At5g54190 - mips_01_05_01_01_01 "NADPH:protochlorophyllide oxidoreductase A (gb|AAC49043.1)"
mips_01_06_01_05
mips_02_07
mips_30_26
mips_30_26_03
at_At5g58490 - mips_01_05_01_01 "cinnamoyl-CoA reductase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g61830 - mips_01_20_05 "carbonyl reductase - like protein"
mips_01_20_05_09
mips_11_07
mips_11_07_07
at_At5g66280 - mips_01_05_01_03 "GDP-D-mannose 4,6-dehydratase; GMD1 (gb|AAF07199.1)"
mips_01_05_01_03_02
mips_02_01
Propertest Accuracy: 18/59 (30.51%)
Propertest Frequency class 'mips_01_20_50': 51/3048 (1.67%)
New (unknown) data (1980 items):
at_At1g17890 - mips_02_01 "GDP-L-fucose synthetase like protein"
at_At4g18810 - no entry null
at_At5g28310 - no entry null
at_At5g57800 - no entry null
at_At5g58750 - no entry null
at_At1g19540 - mips_02_01 "2'-hydroxyisoflavone reductase, putative"
mips_11_99
at_At1g19690 - no entry null
at_At2g39070 - no entry null
at_At3g20790 - no entry null
at_At3g46780 - no entry null
at_At4g24220 - mips_11 "unknown protein"
mips_11_01
at_At5g04070 - no entry null
at_At5g08300 - mips_02_10 "succinyl-CoA-ligase alpha subunit"
at_At5g15910 - no entry null
at_At5g23250 - mips_02_10 "succinyl-CoA synthetase, alpha subunit"
at_At1g72640 - no entry null
at_At4g31530 - no entry null
at_At5g39410 - no entry null
------------------
Rule 452
c.67.1 <= 0.0063
-> class mips_01_01_10 "amino acid degradation (catabolism)"
Evaluation on training data (3968 items):
at_At1g01480 - mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase (ACC2)"
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At1g08630 mips_01_01_01_11 "unknown protein"
mips_01_01_01_11_07
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_07_01
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_30_02
mips_63_21
mips_63_21_17
at_At1g50030 - mips_03_01_05_03 "unknown protein"
mips_05_99
mips_10_01_99
mips_40_25
at_At1g62800 mips_01_01_01_01 "aspartate aminotransferase (Asp4)"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At1g62960 mips_01_01_01 "1-aminocyclopropane-1-carboxylate synthase, putative"
mips_01_01_10_03
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At1g70580 mips_01_01_01_01 "putative alanine aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_01_02
mips_01_02_01
mips_02_01
mips_14_20
mips_20_20
mips_20_20_18
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g77670 mips_01_01 "putative aminotransferase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_17
mips_01_20_23
mips_01_20_25
mips_01_20_35
mips_01_20_50
mips_63_11
at_At2g02000 mips_01_01_01_11 "putative glutamate decarboxylase"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
mips_03_01_05_01
at_At2g02010 mips_01_01_01_11 "putative glutamate decarboxylase"
mips_01_01_01_11_15
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
at_At2g13360 mips_01_01_01_07 "alanine-glyoxylate aminotransferase"
mips_01_01_01_07_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_04_03
mips_04_03_03
mips_40_19
at_At2g22250 mips_01_01_01_07 "putative aspartate aminotransferase"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02_01
mips_63_21
mips_63_21_17
at_At2g22810 - mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase (ACS4)"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At2g30970 mips_01_01_01_01 "aspartate aminotransferase (AAT1)"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At3g08860 mips_01_01_01_01 "putative aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_20_50
mips_20_25_01
mips_20_25_01_01
at_At3g17720 mips_01_01_01_11 "unknown protein"
mips_01_01_01_11_15
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
at_At3g48730 - mips_01_01_99 "glutamate-1-semialdehyde aminotransferase"
mips_01_02
mips_01_02_01
mips_01_07_01
mips_01_20_19
mips_01_20_19_01
mips_01_20_99
mips_40_26
mips_40_26_03
at_At3g48790 - mips_01_07_01 "serine palmitoyltransferase-like protein"
mips_30_02
at_At3g62130 mips_01_01_01_11 "unknown protein"
mips_01_01_10_05
mips_01_02
mips_04_03
mips_04_03_03
mips_04_03_06
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_21
mips_63_21_17
at_At4g08040 - mips_01_01_01_07 "putative protein"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At4g13890 mips_01_01_01_11 "glycine hydroxymethyltransferase - like protein"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03_01
mips_01_06_10
at_At4g13930 mips_01_01_10_05 "hydroxymethyltransferase"
mips_01_03_01
mips_01_05
mips_01_06_10
mips_02_13
at_At4g26200 - mips_01_01 "1-aminocyclopropane-1-carboxylate synthase -like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
at_At4g28680 - mips_01_01_99 "aromatic amino-acid decarboxylase - like protein"
mips_01_20_17
mips_01_20_17_03
mips_01_20_50
mips_03_01_05
at_At4g31990 mips_01_01_01_01 "aspartate aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At4g33680 mips_01_01_01_07 "unknown protein"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_63_21
mips_63_21_17
at_At4g37930 mips_01_01 "glycine hydroxymethyltransferase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_01_03_01
mips_01_06
mips_01_06_10
mips_40_16
at_At4g39660 mips_01_01_10 "alanine:glyoxylate aminotransferase 2 homolog (AGT2)"
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07_01
mips_01_20_50
mips_20_25_01
mips_20_25_01_01
at_At5g04620 - mips_01_01 "8-amino-7-oxononanoate synthase - like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_07
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20_37
mips_25_05_25
mips_30_02
mips_40_07
at_At5g11520 mips_01_01 "aspartate aminotransferase (Asp3)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_02
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20
mips_01_20_17
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_16
mips_40_26
mips_40_26_03
at_At5g17330 mips_01_01_10_01 "glutamate decarboxylase 1 (GAD 1) (sp|Q42521)"
mips_01_01_10_01_04
mips_01_06_04
at_At5g26600 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_04_03
mips_04_03_03
mips_04_03_06
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_21
mips_63_21_17
at_At5g36160 mips_01_01 "tyrosine aminotransferase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At5g53970 mips_01_01 "tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_40_16
at_At5g65800 - mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase ACS5 (pir||S71174)"
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
Training Accuracy: 24/34 (70.59%)
Training Frequency class 'mips_01_01_10': 162/3968 (4.08%)
Evaluation on validation data (1980 items):
at_At1g27980 mips_01_01_01_01 "putative protein"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_06_04
at_At1g33320 mips_01 "cystathionine gamma-synthase, putative"
mips_01_01
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_04
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
mips_40_03
at_At1g65960 mips_01_01_01_11 "putative protein"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
at_At1g80360 mips_01_01 "putative aspartate aminotransferase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_25
mips_01_20_35
mips_63_21
mips_63_21_17
at_At2g13810 mips_01_01_01_07 "putative aspartate aminotransferase"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At2g17630 mips_01_01 "putative phosphoserine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_07
mips_01_07_01
mips_02_16
mips_02_16_17
mips_02_16_17_01
mips_02_19
at_At2g20610 mips_01_01 "putative tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_17
mips_01_20_50
mips_11_07
mips_11_07_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_63_11
at_At2g24850 mips_01_01 "putative tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_14_20
mips_20_20
mips_20_20_18
mips_63_21
mips_63_21_17
at_At3g17760 mips_01_01_01_01 "glutamate decarboxylase, putative"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_03_01_05
mips_03_01_05_01
mips_13_03
mips_13_03_01
at_At3g22200 - mips_01_01 "aminotransferase like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07
mips_01_07_01
mips_01_20_17
mips_01_20_50
mips_20_25
mips_20_25_01
mips_20_25_01_01
at_At3g57050 mips_01_01_01_07 "putative cystathionine beta-lyase (CBL) precursor protein"
mips_01_01_01_07_04
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
at_At4g11280 - mips_01_01_01_07 "ACC synthase (AtACS-6)"
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At4g33010 mips_01_01_01_11 "P-Protein - like protein"
mips_01_01_10_05
mips_01_01_10_05_04
at_At4g35630 mips_01_01_01_11 "phosphoserine aminotransferase"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_07_01
mips_02_16
mips_02_16_17
mips_02_16_17_01
mips_02_19
at_At4g36480 - mips_01_01_01_07 "serine palmitoyltransferase (AtLCB1)"
mips_01_07_01
at_At5g22940 - mips_01_20_13 "putative protein"
at_At5g26780 mips_01_01 "glycine hydroxymethyltransferase - like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_01_03_01
mips_01_05
mips_01_06
mips_01_06_10
mips_40_03
mips_40_16
at_At5g57590 - mips_01_01_01_01 "adenosylmethionine-8-amino-7-oxononanoate aminotransferase-like protein"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07_01
mips_13_03_01
Validation Accuracy: 13/18 (72.22%)
Validation Frequency class 'mips_01_01_10': 87/1980 (4.39%)
Evaluation on propertest data (3048 items):
at_At1g08490 mips_01_01_01 "NIFS like protein CpNifsp precursor (NIFS)"
mips_01_01_01_11
mips_01_01_10_05
mips_01_07
mips_04_03
mips_04_03_03
mips_04_03_06
mips_13
mips_13_01_01
mips_13_01_01_01
mips_63_21
mips_63_21_17
at_At1g16540 mips_01_01_01_11 "molybdenum cofactor sulfurase"
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_07_01
mips_04_03
mips_04_03_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_21
mips_63_21_17
at_At1g17290 mips_01_01 "alanine aminotransferase (ALAAT1)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_02
mips_01_02
mips_01_02_01
mips_01_20
mips_02_01
mips_20
mips_20_20
mips_20_20_18
mips_40_03
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g22020 mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_01_03_01
mips_01_06
mips_01_06_10
mips_40_16
at_At1g23310 mips_01_01 "putative alanine aminotransferase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_01_02
mips_01_02_01
mips_02_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g34040 mips_01_01_01 "putative protein"
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_04
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
mips_63_21
mips_63_21_17
at_At1g36370 mips_01_01_01_11 "hydroxymethyltransferase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_03_01
mips_01_06_10
at_At1g43710 mips_01_01_01_11 "putative histidine decarboxylase"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
mips_03_01_05_01
at_At1g64660 mips_01_01_01_07 "similar to O-succinylhomoserine sulfhydrylase"
mips_01_01_01_07_04
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
at_At1g71920 mips_01_01_01_07 "putative histidinol-phosphate aminotransferase"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
at_At1g72330 - mips_01_01_01 "alanine aminotransferase (ALAAT2)"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_02_01
mips_01_20_99
mips_02_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g80600 mips_01_01 "acetylornithine transaminase like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_01_01_03
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_17
mips_01_20_50
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_03
mips_40_16
at_At2g26080 mips_01_01_01_11 "putative glycine dehydrogenase"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_04
at_At2g38400 - mips_01_01 "putative beta-alanine-pyruvate aminotransferase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07
mips_01_07_01
mips_01_20_17
mips_01_20_50
mips_20_25
mips_20_25_01
mips_20_25_01_01
at_At3g48780 - mips_01_07_01 "serine palmitoyltransferase-like protein"
mips_25_05_25
mips_30_02
at_At3g49700 - mips_01 "1-aminocyclopropane-1-carboxylate synthase -like protein"
mips_01_01
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
mips_98
at_At3g61510 - mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase-like protein"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_10
mips_14_20
mips_20_20
mips_20_20_18
at_At4g23590 mips_01_01_01_11 "tyrosine transaminase like protein"
mips_01_01_01_11_09
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_14_20
mips_20_20
mips_20_20_18
at_At4g23600 mips_01_01_01_11 "tyrosine transaminase like protein"
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At4g28420 mips_01_01 "tyrosine transaminase-like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_17
mips_01_20_50
mips_40_16
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_63_11
mips_63_21
mips_63_21_17
at_At4g32520 mips_01_01_01 "glycine hydroxymethyltransferase (EC 2.1.2.1) - like protein"
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_02
mips_01_03_01
mips_01_06
mips_01_06_10
mips_02_13
mips_40_16
at_At4g37770 - mips_01_01 "1-aminocyclopropane-1-carboxylate synthase - like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
at_At5g10330 mips_01_01 "histidinol-phosphate aminotransferase-like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
at_At5g14060 - mips_01_01_01_07 "lysine-sensitive aspartate kinase (gb|AAB63104.1)"
mips_01_01_01_07_01
mips_01_01_01_07_06
mips_01_01_01_07_06_01
mips_01_01_04
at_At5g19550 mips_01_01 "aspartate aminotransferase Asp2"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At5g23670 - mips_01_20_19 "serine palmitoyltransferase"
mips_01_20_19_01
mips_30_02
at_At5g28360 mips_01_01_10 "fragment of 1-aminocyclopropane-1-carboxylate synthase"
mips_01_01_10_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At5g46180 mips_01_01_01_01 "ornithine aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_01_01_03
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_20_50
mips_20_25_01
mips_20_25_01_01
at_At5g51690 - mips_01_01 "ACS12 (MIO24.18)"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At5g63570 - mips_01_01_99 "glutamate-1-semialdehyde 2,1-aminomutase 1 precursor (GSA 1) (glutamate-1-semialdehyde aminotransferase 1) (GSA-AT 1) (sp|P42799)"
mips_01_02
mips_01_02_01
mips_01_07_01
mips_01_20_19
mips_01_20_19_01
mips_01_20_99
mips_40_26
mips_40_26_03
at_At5g65720 mips_01_01_10_05 "NifS-like aminotranfserase"
mips_01_02_01
mips_01_07
mips_04_03
mips_04_03_03
mips_04_03_06
mips_63_21
mips_63_21_17
Propertest Accuracy: 21/31 (67.74%)
Propertest Frequency class 'mips_01_01_10': 120/3048 (3.94%)
New (unknown) data (1980 items):
at_At1g19350 - no entry null
at_At1g70560 - no entry null
at_At4g37100 - no entry null
at_At5g04040 - no entry null
at_At1g23320 - no entry null
at_At1g34060 - no entry null
at_At1g50590 - no entry null
at_At2g23520 - no entry null
at_At4g05060 - no entry null
at_At4g22980 - no entry null
at_At5g49810 - no entry null
at_At5g66950 - no entry null
at_At1g22550 - mips_67_11 "Similar to LeOPT1 [Lycopersicon esculentum"
at_At4g24670 - no entry null
at_At5g51920 - no entry null
------------------
Rule 430
a.100.1 > 0.0048
b.35 > 8.3e-05
c.2.1 <= 1.2e-06
d.162.1 > 1.49939e-42
d.81.1 > 2.9e-16
f > 0.016
-> class mips_01_01_10 "amino acid degradation (catabolism)"
Evaluation on training data (3968 items):
at_At1g01510 - mips_01_04 "C-terminal binding protein (ANGUSTIFOLIA)"
mips_03_03_03
mips_04_05_01_04_03
mips_06_10
mips_13_03
mips_13_03_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At1g01790 - mips_13 "K Efflux antiporter KEA1"
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
at_At1g03630 mips_01_01 "protochlorophyllide reductase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_30_26
mips_30_26_03
at_At1g07440 mips_01_01_01_11 "tropinone reductase-I, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g07450 mips_01_01_01_11 "tropinone reductase-I, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At1g09340 - mips_01_05_01_01_01 "putative RNA-binding protein"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_99
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g12780 - mips_01_05_01_03 "uridine diphosphate glucose epimerase"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g18270 mips_01_01_01_15 "unknown protein (At1g18270)"
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_02_01
mips_02_07
at_At1g24470 mips_01_01_01_11 "putative b-keto acyl reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At1g25460 - mips_01_05_01_01_01 "hypothetical protein"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g30620 - mips_01_03 "UDP-galactose 4-epimerase-like protein"
mips_02
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_99
mips_02_01
at_At1g32100 - mips_01_05_01_01_01 "pinoresinol-lariciresinol reductase like protein"
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
at_At1g36580 mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At1g47290 - mips_01 "3-beta-hydroxysteroid dehydrogenase, putative"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_40_03
mips_40_07
mips_40_16
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_05
at_At1g51410 - mips_01_03 "cinnamyl alcohol dehydrogenase, putative"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g51720 mips_01_01_01_01 "hypothetical protein"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_02
mips_01_02_01
at_At1g54870 mips_01 "putative protein (At1g54870)"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_16
at_At1g62570 - mips_01_02 "similar to glutamate synthase"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
at_At1g62610 mips_01_01 "similar to glucose 1-dehydrogenase (AB000617); similar to EST gb|T88100"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
at_At1g63180 - mips_01_03 "uridine diphosphate glucose epimerase, putative"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g63380 mips_01_01_01_11 "reductase, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At1g64440 - mips_01_03 "UDP-galactose 4-epimerase, putative"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g68010 mips_01_01_01_11_01 "hydroxypyruvate reductase (HPR)"
mips_01_01_10_05
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At1g71170 mips_01_01 "dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_15
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_03
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_07
mips_40_16
at_At1g73250 - mips_01_05_01_01_01 "GDP-4-keto-6-deoxy-D-mannose-3,5-epimerase-4-reductase (GER1)"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g75280 - mips_01_03 "putative NADPH oxidoreductase"
mips_01_05_01_01_01
mips_01_05_99
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
at_At1g79750 - mips_01_05_01_03 "putative malate oxidoreductase"
mips_01_05_01_03_03
mips_02_08
mips_02_10
mips_02_30
mips_67_15
at_At1g80820 - mips_01_03 "cinnamoyl CoA reductase like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_30_34
mips_30_34_09
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g02400 - mips_01_03 "putative cinnamoyl-CoA reductase"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g13560 - mips_01_05_01_03_03 "malate oxidoreductase (malic enzyme)"
mips_02_08
mips_02_10
at_At2g20360 - mips_01_06_01_07 "putative NADH-ubiquinone oxireductase"
mips_01_06_01_07_11
mips_02_11_05
mips_30_16
at_At2g21280 - mips_01_03 "unknown protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_03_03_03
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g29170 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29300 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29310 mips_01_01_10_05 "putative tropinone reductase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29320 mips_01_01_01_11 "tropinone reductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At2g29360 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_10
mips_14_10_02
mips_40_19
mips_67_15
at_At2g33600 - mips_01_03 "putative cinnamoyl-CoA reductase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g34460 - mips_01_05_01_03_01 "unknown protein"
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g37540 mips_01_01_01_11 "putative oxidoreductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At2g38660 mips_01_01_01_07 "methylenetetrahydrofolate dehydrogenase"
mips_01_01_01_11
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_03_01
mips_01_03_04
mips_01_07_01
mips_04_03
mips_04_03_06
at_At2g43420 - mips_01_05_01_01_01 "putative sterol dehydrogenase"
mips_01_06_01_07
mips_01_06_01_07_11
at_At2g44040 - mips_01_01 "unknown protein"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_06
mips_01_01_01_07_06_01
at_At2g45310 - mips_01_05_99 "putative nucleotide sugar epimerase"
mips_02_01
at_At2g47120 mips_01_01_01_11 "putative alcohol dehydrogenase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At2g47130 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At2g47140 mips_01_01_01 "alcohol dehydrogenase like protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At2g47150 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67_15
at_At3g12800 mips_01_01_10_05 "hypothetical protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g14790 - mips_01_05_01_03_01 "dTDP-glucose 4,6-dehydratase, putative"
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g23820 - mips_01_05_01_01_01 "NAD dependent epimerase, putative"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At3g25530 mips_01_01_01_15 "putative protein"
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
at_At3g26770 mips_01_01_01_11 "short chain alcohol dehydrogenase like protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
at_At3g46170 mips_01_01 "dehydrogenase -like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g46440 - mips_01_05_01_01_01 "dTDP-glucose 4-6-dehydratases-like protein"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g47350 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g47360 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At3g47520 - mips_02 "chloroplast NAD-dependent malate dehydrogenase"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_02_01
mips_02_16
mips_02_16_03
mips_40_03
mips_40_10_99
mips_40_16
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
at_At3g51160 - mips_01_05_01_03_02 "GDP-D-mannose-4,6-dehydratase (MUR1)"
mips_01_05_99
mips_02_01
at_At3g51680 mips_01_01_01_11 "short-chain alcohol dehydrogenase-like protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At3g55290 mips_01_01_01_11 "oxidoreductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At3g59710 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_05
mips_01_20_50
at_At3g59890 - mips_01_01_01_07 "putative protein"
mips_01_01_01_07_06
mips_01_01_01_07_06_01
at_At4g00110 - mips_01_05_01_01_01 "putative nucleotide sugar epimerase"
mips_01_05_99
mips_02_01
at_At4g00560 - mips_01_05_01_01_01 "putative dTDP-6-deoxy-L-mannose-dehydrogenase"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g05530 mips_01_01_10_05 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At4g09750 - mips_01_05_01_01_09 "putative protein"
mips_01_05_01_01_11
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g10020 mips_01_01 "putative oxidoreductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At4g13180 mips_01_01_10_05 "short-chain alcohol dehydrogenase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
at_At4g13250 mips_01_01_01_11 "unknown protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At4g13940 - mips_01_01 "adenosylhomocysteinase"
mips_01_01_01
mips_01_01_01_07
mips_01_05_01_07
mips_01_05_01_07_01
mips_01_07
mips_01_07_01
mips_01_20_23
mips_45
mips_45_03
mips_45_03_09
at_At4g17370 - mips_01_05_01_03_09 "putative protein"
mips_01_06_01_01
mips_01_20_15
mips_01_20_15_99
at_At4g20460 - mips_01_05_01_01_01 "UDP-glucose 4-epimerase - like protein"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g23420 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_67_15
at_At4g23920 - mips_01_03 "UDPglucose 4-epimerase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_02_01
mips_30_01
at_At4g30470 - mips_01_05_01 "cinnamoyl-CoA reductase - like protein"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_07
mips_01_07_01
mips_01_07_99
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_40_10_03
at_At4g33030 - mips_01_05_01_01 "sulfolipid biosynthesis protein SQD1"
mips_01_05_01_01_01
mips_01_06_99
mips_02_01
mips_06_13_04
mips_30_02
at_At4g33360 - mips_01_06_01 "putative dihydrokaempferol 4-reductase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_40_07
mips_40_10_03
at_At4g34200 mips_01_01_01 "Phosphoglycerate dehydrogenase - like protein"
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10_05
mips_02_01
mips_02_07
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_67_15
at_At4g34540 - mips_01_03 "isoflavone reductase - like protein"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
mips_30_01
at_At4g35420 - mips_01_05_01_01_01 "putative protein"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_40_10_03
at_At4g39230 - mips_01_05_01_01_01 "NAD(P)H oxidoreductase, isoflavone reductase - like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_02_01
mips_11_99
at_At5g02540 - mips_01_01_01_11 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At5g07440 mips_01_01 "glutamate dehydrogenase 2 (GDH2)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_02
mips_01_02_01
mips_40_16
mips_45
mips_45_03
mips_45_03_17
mips_67
mips_67_15
at_At5g10050 mips_01_01_01_11 "putative protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At5g11670 - mips_01_05_01_03_03 "NADP dependent malic enzyme - like protein"
mips_02_08
mips_02_10
mips_02_30
at_At5g14700 mips_01_01_01_11 "cinnamoyl CoA reductase - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_02
mips_01_05_01_03_09
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At5g14800 mips_01_01 "pyrroline-5-carboxylate reductase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_01
mips_01_01_10
mips_01_01_10_01
mips_63_21
mips_63_21_07
at_At5g18210 mips_01_01 "Brn1-like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At5g19440 - mips_01_03 "cinnamyl-alcohol dehydrogenase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_07
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g28840 - mips_01_05_01_01 "GDP-mannose 3,5-epimerase"
mips_01_05_01_01_01
mips_02_01
mips_40_10_03
at_At5g50130 mips_01_01 "ribitol dehydrogenase-like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_01
mips_14_01_01
mips_67_15
at_At5g50600 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g50690 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g50770 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g51030 mips_01_01_01_11 "carbonyl reductase-like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At5g59290 - mips_01_03 "dTDP-glucose 4-6-dehydratase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
Training Accuracy: 48/97 (49.48%)
Training Frequency class 'mips_01_01_10': 162/3968 (4.08%)
Evaluation on validation data (1980 items):
at_At1g02000 - mips_01_05_01_01_01 "nucleotide sugar epimerase, putative"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At1g08200 - mips_01_05_01_01_01 "unknown protein"
mips_01_05_01_03_01
mips_02_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g12550 mips_01_01_01_11 "hypothetical protein"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_03
mips_01_20_05
mips_01_20_09
mips_02_10
mips_02_22
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At1g15950 - mips_01_05_01_03_01 "unknown protein"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g16720 - mips_01_03 "Unknown protein (At1g16720; F17F16.7)"
mips_01_05
mips_01_05_01
mips_01_05_99
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_20
mips_01_20_05
mips_01_20_35
mips_01_20_35_01
mips_30
mips_30_01
at_At1g24360 mips_01_01_01_11 "putative 3-oxoacyl [acyl-carrier protein] reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At1g52340 mips_01_01_01_11 "short chain alcohol dehydrogenase, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At1g53500 - mips_01_03 "dTDP-D-glucose 4,6-dehydratase, putative"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g62580 - mips_01_02 "similar to flavin-containing monooxygenase form 2 (sp|Q28505); similar to ESTs gb|T88100, gb|R30018, and gb|T23015"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g63000 - mips_01_05_01_03_02 "unknown protein"
mips_01_05_99
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_40_10_03
at_At1g72190 mips_01_01_01 "phosphoglycerate dehydrogenase, putative"
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10_05
mips_02_01
mips_02_07
mips_13_03_01
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67_15
at_At1g75290 - mips_01_03 "NADPH oxidoreductase, putative"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
mips_30_01
at_At1g75300 - mips_01_03 "NADPH oxidoreductase, putative"
mips_01_05_01_01_01
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
mips_30_01
at_At2g19900 - mips_02 "malate oxidoreductase (malic enzyme)"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_03
mips_02_08
mips_02_10
mips_02_30
mips_40_03
mips_40_16
mips_67
mips_67_15
at_At2g26260 - mips_01_05_01_01_01 "3-beta-hydroxysteroid dehydrogenase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_47_03_15
mips_47_03_15_05
at_At2g28760 - mips_01_03 "putative nucleotide-sugar dehydratase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g29340 mips_01_01_10_05 "tropinone reductase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
mips_67_15
at_At2g29370 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At2g33630 - mips_01_05 "putative steroid dehydrogenase"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
at_At2g34850 - mips_01_03 "putative UDP-galactose-4-epimerase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g45400 - mips_01_05_01_01 "putative flavonol reductase"
mips_01_05_01_03_01
mips_01_05_99
mips_01_20_35
mips_01_20_35_01
mips_40_10
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g12290 mips_01_01_01 "unknown protein"
mips_01_01_01_07
mips_01_01_01_11_15
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_03_01
mips_01_03_04
mips_01_05
mips_01_07
mips_04_03
mips_04_03_06
mips_63_19
at_At3g26760 mips_01_01 "putative short chain alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g29250 mips_01_01 "short-chain alcohol dehydrogenase, putative"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g44540 - mips_01_01_01 "acyl CoA reductase - protein"
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g44560 - mips_01_01 "acyl CoA reductase -like protein"
mips_01_01_01
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06
mips_01_06_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
at_At3g55310 mips_01_01_01_11 "beta-ketoacyl-ACP reductase - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At3g63140 - mips_40_26 "mRNA binding protein precursor - like"
mips_40_26_03
at_At4g00570 - mips_01_05_01_03_03 "putative malate oxidoreductase"
mips_02_08
mips_02_10
at_At4g00630 - mips_13_01 "putative potassium/H+ antiporter"
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g03140 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At4g10960 - mips_01_03 "UDP-galactose 4-epimerase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g11410 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_01
mips_14_01_01
mips_14_05
mips_67_15
at_At4g12250 - mips_01_03 "nucleotide sugar epimerase -like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At4g20760 mips_01_01 "cell-cell signaling protein csgA - like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
at_At4g20930 mips_01_01_01_15 "3-hydroxyisobutyrate dehydrogenase -like protein"
mips_01_01_10
mips_01_01_10_04
mips_02_07
mips_02_07_01
at_At4g23430 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g27440 mips_01_01_01 "protochlorophyllide reductase precursor"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_26
mips_30_26_03
at_At4g29120 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_15
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_03
mips_01_07
at_At4g33790 - mips_01_06_01_05 "male sterility 2-like protein"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At5g02240 - mips_01_05_01_01_01 "unknown protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_02_01
at_At5g04900 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At5g06060 mips_01_01_10_05 "short chain alcohol dehydrogenase-like"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At5g18170 mips_01_01_01_01 "glutamate dehydrogenase (EC 1.4.1.-) 1 (pir||S71217)"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_02
mips_01_02_01
mips_45
mips_45_03
mips_45_03_17
at_At5g19200 mips_01_01_01_11 "FVT1 - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_40_27
at_At5g42800 - mips_01_05_01_01_01 "dihydroflavonol 4-reductase"
mips_01_05_01_03_01
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g50700 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g52810 - mips_01_01_01_01 "unknown protein"
mips_01_07_01
mips_01_20_19
mips_01_20_19_01
mips_13_11
mips_20_25_01
mips_20_25_01_01
mips_63_99
at_At5g53090 mips_01_01_01 "protochlorophyllide reductase; oxidoreductase required for shoot apex development"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
Validation Accuracy: 23/49 (46.94%)
Validation Frequency class 'mips_01_01_10': 87/1980 (4.39%)
Evaluation on propertest data (3048 items):
at_At1g01800 - mips_01_20_05 "putative short-chain dehydrogenase"
mips_01_20_05_09
mips_11_07
mips_11_07_07
at_At1g09480 - mips_01_05_01_01 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09490 - mips_01_05_01_03_01 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03_02
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09500 - mips_01_03 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09510 - mips_01_03 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_99
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09940 mips_01_01 "putative glutamyl-tRNA reductase 2 precursor"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_17
mips_01_20_19
mips_01_20_19_01
mips_01_20_50
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_20
mips_30_34
mips_30_34_07
mips_40_16
at_At1g10310 mips_01_01_01_11 "unknown protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g32220 - mips_01_05_01_01_01 "unknown protein"
mips_02_01
at_At1g50450 - mips_01_05_01_03_02 "unknown protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_30_34
at_At1g58290 - mips_01_01_01_01 "putative protein"
mips_01_20_19
mips_01_20_19_01
mips_20_25_01
mips_20_25_01_01
mips_63_99
at_At1g61720 - mips_01 "putative protein"
mips_01_03
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_30
mips_30_01
mips_40_03
mips_63
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
mips_98
at_At1g64590 mips_01_01_10_05 "oxidoreductase, putative"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At1g66800 - mips_01 "hypothetical protein"
mips_01_03
mips_01_05
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_04
mips_04_05_01_04
mips_30
mips_40
mips_40_10
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
mips_98
at_At1g67730 mips_01_01_01_11 "b-keto acyl reductase (glossy8)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g68540 - mips_01_05_01_01 "putative reductase"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g71180 mips_01_01_01 "putative dehydrogenase (At1g71180)"
mips_01_01_01_15
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_07
at_At1g76470 - mips_01_05_01_03_01 "putative cinnamoyl-CoA reductase"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g78570 - mips_01_03 "Similar to dTDP-D-glucose 4,6-dehydratase"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g79870 mips_01_01_01_11_01 "putative D-isomer specific 2-hydroxyacid dehydrogenase"
mips_01_01_10_05
mips_01_05_01_01_03
mips_01_20_09
mips_02_10
mips_02_22
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At2g05990 mips_01_01_01 "enoyl-ACP reductase (ENR1)"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At2g07640 mips_01_01_01 "unknown protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At2g23910 - mips_01_05_01_03_02 "cinnamoyl CoA reductase like protein"
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
at_At2g27860 - mips_01_05_01_01_01 "putative dTDP-glucose 4-6-dehydratase"
mips_01_05_01_03_01
mips_02_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g29290 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At2g29330 mips_01 "putative tropinone reductase"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_20
mips_40_03
mips_40_19
mips_67
mips_67_15
mips_98
at_At2g29350 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_19
mips_67_15
at_At2g30670 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_03
mips_40_19
mips_67
mips_67_15
at_At2g31250 - mips_01_01 "putative glutamyl tRNA reductase"
mips_01_01_01
mips_01_01_01_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_19
mips_01_20_19_01
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63_99
at_At2g33590 - mips_01_05_01_03_01 "putative cinnamoyl-CoA reductase"
mips_01_05_01_03_02
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g37660 - mips_01_01 "unknown protein"
mips_01_01_01
mips_01_03
mips_01_05_01_01_01
mips_02_01
mips_30_01
at_At2g47650 - mips_01_03 "putative nucleotide-sugar dehydratase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_99
mips_02_01
mips_40_16
at_At3g11980 - mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_06_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g19480 mips_01_01 "phosphoglycerate dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_02_01
mips_02_07
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_13
mips_13_03
mips_13_03_01
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67
mips_67_15
at_At3g23810 - mips_01_01_01_07 "S-adenosyl-L-homocysteinas, putative"
mips_01_05_01_07
mips_01_05_01_07_01
mips_01_20_23
mips_45_03_09
at_At3g29260 mips_01_01_10_05 "short-chain alcohol dehydrogenase, putative"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g42960 mips_01_01_01_11 "alcohol dehydrogenase (ATA1)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At3g44550 - mips_01_01 "acyl CoA reductase -like protein"
mips_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06_01
at_At3g50560 mips_01 "unknown protein"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_19
mips_67
mips_67_15
at_At3g53520 - mips_01_05_01_01 "UDP-glucuronic acid decarboxylase (UXS1)"
mips_01_05_99
at_At3g56700 - mips_01_06_01_05 "putative protein"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g61220 - mips_01_20_05 "putative protein"
mips_01_20_05_09
mips_11_07_07
at_At3g62830 - mips_01_05_01_01_01 "dTDP-glucose 4-6-dehydratase homolog D18"
mips_01_05_99
mips_02_01
mips_40_10_03
at_At4g00600 mips_01_01_01_07 "putative tetrahydrofolate synthase"
mips_01_01_01_11
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_03_01
mips_01_03_04
mips_01_07_01
mips_04_03
mips_04_03_06
at_At4g00620 mips_01_01_01_07 "putative tetrahydrofolate synthase"
mips_01_01_01_11
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_03_01
mips_01_03_04
mips_01_07_01
mips_04_03
mips_04_03_06
at_At4g04850 - mips_67_04 "putative potassium transporter"
mips_67_04_01
mips_67_04_01_02
at_At4g13660 - mips_01_20_35 "isoflavone reductase-like protein"
mips_01_20_35_01
mips_11_99
at_At4g24050 - mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g27250 - mips_01_05_01_03_02 "putative protein"
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
at_At4g27760 mips_01_01_01_11 "forever young gene (FEY) (fragment)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
at_At4g30440 - mips_01_05_01_01_01 "nucleotide sugar epimerase-like protein"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At4g35250 - mips_01_05_01_01_01 "putative protein"
mips_02_01
mips_40_26
mips_40_26_03
at_At5g10730 - mips_01_05_01_03_02 "unknown protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_47_03_15
mips_47_03_15_05
at_At5g14780 mips_01_01_01 "formate dehydrogenase (FDH)"
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_03
mips_01_20_05
mips_01_20_09
mips_02_10
mips_02_16
mips_02_22
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_67_15
at_At5g15940 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_40_19
at_At5g18660 - mips_01_05_01_01_01 "unknown protein"
mips_01_05_99
mips_02_01
at_At5g22420 - mips_01_06_01_05 "acyl CoA reductase-like protein"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At5g22500 - mips_01_06_01_05 "male sterility 2-like protein (emb|CAA68191.1)"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At5g25880 - mips_01_05_01_03_03 "malate dehydrogenase - like protein"
mips_02_08
mips_02_10
mips_02_30
at_At5g44480 - mips_01_05_01_01 "putative protein"
mips_01_05_01_01_01
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g49460 - mips_01_05_01_05 "ATP-citrate lyase subunit B"
mips_01_05_01_05_07
mips_02_10
at_At5g50590 mips_01_01 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67_15
at_At5g53100 mips_01_01_10_05 "protochlorophyllide reductase; oxidoreductase required for shoot apex development"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_14_01_01
mips_14_05
at_At5g54190 - mips_01_05_01_01_01 "NADPH:protochlorophyllide oxidoreductase A (gb|AAC49043.1)"
mips_01_06_01_05
mips_02_07
mips_30_26
mips_30_26_03
at_At5g58490 - mips_01_05_01_01 "cinnamoyl-CoA reductase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g61830 - mips_01_20_05 "carbonyl reductase - like protein"
mips_01_20_05_09
mips_11_07
mips_11_07_07
at_At5g66280 - mips_01_05_01_03 "GDP-D-mannose 4,6-dehydratase; GMD1 (gb|AAF07199.1)"
mips_01_05_01_03_02
mips_02_01
Propertest Accuracy: 23/66 (34.85%)
Propertest Frequency class 'mips_01_01_10': 120/3048 (3.94%)
New (unknown) data (1980 items):
at_At1g17890 - mips_02_01 "GDP-L-fucose synthetase like protein"
at_At4g18810 - no entry null
at_At5g28310 - no entry null
at_At5g57800 - no entry null
at_At5g58750 - no entry null
at_At1g19540 - mips_02_01 "2'-hydroxyisoflavone reductase, putative"
mips_11_99
at_At1g19690 - no entry null
at_At2g39070 - no entry null
at_At3g20790 - no entry null
at_At3g46780 - no entry null
at_At4g24220 - mips_11 "unknown protein"
mips_11_01
at_At5g04070 - no entry null
at_At5g08300 - mips_02_10 "succinyl-CoA-ligase alpha subunit"
at_At5g15910 - no entry null
at_At5g23250 - mips_02_10 "succinyl-CoA synthetase, alpha subunit"
at_At1g72640 - no entry null
at_At4g31530 - no entry null
at_At5g39410 - no entry null
------------------
Rule 1284
c.73 <= 2.8e-33
-> class mips_01_01_01 "amino acid biosynthesis"
Evaluation on training data (3968 items):
at_At1g31230 mips_01_01 "putative aspartate kinase-homoserine dehydrogenase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_07_06
mips_01_01_01_07_06_01
mips_01_01_04
at_At2g39800 mips_01_01_01 "delta-1-pyrroline 5-carboxylase synthetase (P5C1)"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10_01
mips_02_99
mips_13_11_03
mips_13_11_03_13
mips_63_13
mips_63_13_99
mips_67_15
at_At3g18680 mips_01_01_01_01 "uridylate kinase, putative"
mips_01_01_01_01_02
mips_01_01_01_01_02_01
mips_01_01_01_03
mips_01_01_01_03_01
mips_01_01_10_01
mips_01_03_01
mips_01_03_04
at_At4g37670 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_02
mips_01_02_01
mips_40_16
at_At5g13280 mips_01_01 "aspartate kinase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_07_06
mips_01_01_01_07_06_01
mips_01_01_04
Training Accuracy: 5/5 (100.00%)
Training Frequency class 'mips_01_01_01': 209/3968 (5.27%)
Evaluation on validation data (1980 items):
at_At2g22910 mips_01_01_01_01 "putative amino acid acetyltransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_02_01
at_At3g10030 mips_01_01_01_01 "uridylate kinase like protein"
mips_01_01_01_01_02
mips_01_01_01_01_02_01
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_07_06
mips_01_01_10
mips_01_01_10_01
mips_01_03_01
mips_01_03_04
at_At3g55610 mips_01_01_01_01 "delta-1-pyrroline-5-carboxylate synthetase"
mips_01_01_01_01_02
mips_01_01_01_01_02_01
mips_01_01_01_03
mips_01_01_01_03_01
mips_01_01_10_01
mips_13_11_03
mips_13_11_03_13
at_At4g19710 mips_01_01_01_07 "aspartate kinase-homoserine dehydrogenase - like protein"
mips_01_01_01_07_01
mips_01_01_01_07_06
mips_01_01_01_07_06_01
mips_01_01_04
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_01_01_01': 126/1980 (6.36%)
Evaluation on propertest data (3048 items):
at_At3g57560 mips_01_01 "acetylglutamate kinase-like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_02
mips_01_02_01
at_At5g14060 mips_01_01_01_07 "lysine-sensitive aspartate kinase (gb|AAB63104.1)"
mips_01_01_01_07_01
mips_01_01_01_07_06
mips_01_01_01_07_06_01
mips_01_01_04
Propertest Accuracy: 2/2 (100.00%)
Propertest Frequency class 'mips_01_01_01': 174/3048 (5.71%)
New (unknown) data (1980 items):
------------------
Rule 451
c.67.1 <= 0.0063
-> class mips_01_01_01 "amino acid biosynthesis"
Evaluation on training data (3968 items):
at_At1g01480 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase (ACC2)"
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At1g08630 mips_01_01_01_11 "unknown protein"
mips_01_01_01_11_07
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_07_01
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_30_02
mips_63_21
mips_63_21_17
at_At1g50030 - mips_03_01_05_03 "unknown protein"
mips_05_99
mips_10_01_99
mips_40_25
at_At1g62800 mips_01_01_01_01 "aspartate aminotransferase (Asp4)"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At1g62960 mips_01_01_01 "1-aminocyclopropane-1-carboxylate synthase, putative"
mips_01_01_10_03
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At1g70580 mips_01_01_01_01 "putative alanine aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_01_02
mips_01_02_01
mips_02_01
mips_14_20
mips_20_20
mips_20_20_18
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g77670 mips_01_01 "putative aminotransferase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_17
mips_01_20_23
mips_01_20_25
mips_01_20_35
mips_01_20_50
mips_63_11
at_At2g02000 mips_01_01_01_11 "putative glutamate decarboxylase"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
mips_03_01_05_01
at_At2g02010 mips_01_01_01_11 "putative glutamate decarboxylase"
mips_01_01_01_11_15
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
at_At2g13360 mips_01_01_01_07 "alanine-glyoxylate aminotransferase"
mips_01_01_01_07_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_04_03
mips_04_03_03
mips_40_19
at_At2g22250 mips_01_01_01_07 "putative aspartate aminotransferase"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02_01
mips_63_21
mips_63_21_17
at_At2g22810 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase (ACS4)"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At2g30970 mips_01_01_01_01 "aspartate aminotransferase (AAT1)"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At3g08860 mips_01_01_01_01 "putative aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_20_50
mips_20_25_01
mips_20_25_01_01
at_At3g17720 mips_01_01_01_11 "unknown protein"
mips_01_01_01_11_15
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
at_At3g48730 - mips_01_01_99 "glutamate-1-semialdehyde aminotransferase"
mips_01_02
mips_01_02_01
mips_01_07_01
mips_01_20_19
mips_01_20_19_01
mips_01_20_99
mips_40_26
mips_40_26_03
at_At3g48790 - mips_01_07_01 "serine palmitoyltransferase-like protein"
mips_30_02
at_At3g62130 mips_01_01_01_11 "unknown protein"
mips_01_01_10_05
mips_01_02
mips_04_03
mips_04_03_03
mips_04_03_06
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_21
mips_63_21_17
at_At4g08040 mips_01_01_01_07 "putative protein"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At4g13890 mips_01_01_01_11 "glycine hydroxymethyltransferase - like protein"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03_01
mips_01_06_10
at_At4g13930 - mips_01_01_10_05 "hydroxymethyltransferase"
mips_01_03_01
mips_01_05
mips_01_06_10
mips_02_13
at_At4g26200 mips_01_01 "1-aminocyclopropane-1-carboxylate synthase -like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
at_At4g28680 - mips_01_01_99 "aromatic amino-acid decarboxylase - like protein"
mips_01_20_17
mips_01_20_17_03
mips_01_20_50
mips_03_01_05
at_At4g31990 mips_01_01_01_01 "aspartate aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At4g33680 mips_01_01_01_07 "unknown protein"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_63_21
mips_63_21_17
at_At4g37930 mips_01_01 "glycine hydroxymethyltransferase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_01_03_01
mips_01_06
mips_01_06_10
mips_40_16
at_At4g39660 - mips_01_01_10 "alanine:glyoxylate aminotransferase 2 homolog (AGT2)"
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07_01
mips_01_20_50
mips_20_25_01
mips_20_25_01_01
at_At5g04620 mips_01_01 "8-amino-7-oxononanoate synthase - like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_07
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20_37
mips_25_05_25
mips_30_02
mips_40_07
at_At5g11520 mips_01_01 "aspartate aminotransferase (Asp3)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_02
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20
mips_01_20_17
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_16
mips_40_26
mips_40_26_03
at_At5g17330 - mips_01_01_10_01 "glutamate decarboxylase 1 (GAD 1) (sp|Q42521)"
mips_01_01_10_01_04
mips_01_06_04
at_At5g26600 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_04_03
mips_04_03_03
mips_04_03_06
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_21
mips_63_21_17
at_At5g36160 mips_01_01 "tyrosine aminotransferase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At5g53970 mips_01_01 "tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_40_16
at_At5g65800 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase ACS5 (pir||S71174)"
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
Training Accuracy: 27/34 (79.41%)
Training Frequency class 'mips_01_01_01': 209/3968 (5.27%)
Evaluation on validation data (1980 items):
at_At1g27980 mips_01_01_01_01 "putative protein"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_06_04
at_At1g33320 mips_01 "cystathionine gamma-synthase, putative"
mips_01_01
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_04
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
mips_40_03
at_At1g65960 mips_01_01_01_11 "putative protein"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
at_At1g80360 mips_01_01 "putative aspartate aminotransferase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_25
mips_01_20_35
mips_63_21
mips_63_21_17
at_At2g13810 mips_01_01_01_07 "putative aspartate aminotransferase"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At2g17630 mips_01_01 "putative phosphoserine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_07
mips_01_07_01
mips_02_16
mips_02_16_17
mips_02_16_17_01
mips_02_19
at_At2g20610 mips_01_01 "putative tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_17
mips_01_20_50
mips_11_07
mips_11_07_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_63_11
at_At2g24850 mips_01_01 "putative tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_14_20
mips_20_20
mips_20_20_18
mips_63_21
mips_63_21_17
at_At3g17760 mips_01_01_01_01 "glutamate decarboxylase, putative"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_03_01_05
mips_03_01_05_01
mips_13_03
mips_13_03_01
at_At3g22200 mips_01_01 "aminotransferase like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07
mips_01_07_01
mips_01_20_17
mips_01_20_50
mips_20_25
mips_20_25_01
mips_20_25_01_01
at_At3g57050 mips_01_01_01_07 "putative cystathionine beta-lyase (CBL) precursor protein"
mips_01_01_01_07_04
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
at_At4g11280 mips_01_01_01_07 "ACC synthase (AtACS-6)"
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At4g33010 mips_01_01_01_11 "P-Protein - like protein"
mips_01_01_10_05
mips_01_01_10_05_04
at_At4g35630 mips_01_01_01_11 "phosphoserine aminotransferase"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_07_01
mips_02_16
mips_02_16_17
mips_02_16_17_01
mips_02_19
at_At4g36480 mips_01_01_01_07 "serine palmitoyltransferase (AtLCB1)"
mips_01_07_01
at_At5g22940 - mips_01_20_13 "putative protein"
at_At5g26780 mips_01_01 "glycine hydroxymethyltransferase - like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_01_03_01
mips_01_05
mips_01_06
mips_01_06_10
mips_40_03
mips_40_16
at_At5g57590 mips_01_01_01_01 "adenosylmethionine-8-amino-7-oxononanoate aminotransferase-like protein"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07_01
mips_13_03_01
Validation Accuracy: 17/18 (94.44%)
Validation Frequency class 'mips_01_01_01': 126/1980 (6.36%)
Evaluation on propertest data (3048 items):
at_At1g08490 mips_01_01_01 "NIFS like protein CpNifsp precursor (NIFS)"
mips_01_01_01_11
mips_01_01_10_05
mips_01_07
mips_04_03
mips_04_03_03
mips_04_03_06
mips_13
mips_13_01_01
mips_13_01_01_01
mips_63_21
mips_63_21_17
at_At1g16540 mips_01_01_01_11 "molybdenum cofactor sulfurase"
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_07_01
mips_04_03
mips_04_03_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_21
mips_63_21_17
at_At1g17290 mips_01_01 "alanine aminotransferase (ALAAT1)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_02
mips_01_02
mips_01_02_01
mips_01_20
mips_02_01
mips_20
mips_20_20
mips_20_20_18
mips_40_03
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g22020 mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_01_03_01
mips_01_06
mips_01_06_10
mips_40_16
at_At1g23310 mips_01_01 "putative alanine aminotransferase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_01_02
mips_01_02_01
mips_02_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g34040 mips_01_01_01 "putative protein"
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_04
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
mips_63_21
mips_63_21_17
at_At1g36370 mips_01_01_01_11 "hydroxymethyltransferase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_03_01
mips_01_06_10
at_At1g43710 mips_01_01_01_11 "putative histidine decarboxylase"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
mips_03_01_05_01
at_At1g64660 mips_01_01_01_07 "similar to O-succinylhomoserine sulfhydrylase"
mips_01_01_01_07_04
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
at_At1g71920 mips_01_01_01_07 "putative histidinol-phosphate aminotransferase"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
at_At1g72330 mips_01_01_01 "alanine aminotransferase (ALAAT2)"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_02_01
mips_01_20_99
mips_02_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g80600 mips_01_01 "acetylornithine transaminase like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_01_01_03
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_17
mips_01_20_50
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_03
mips_40_16
at_At2g26080 mips_01_01_01_11 "putative glycine dehydrogenase"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_04
at_At2g38400 mips_01_01 "putative beta-alanine-pyruvate aminotransferase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07
mips_01_07_01
mips_01_20_17
mips_01_20_50
mips_20_25
mips_20_25_01
mips_20_25_01_01
at_At3g48780 - mips_01_07_01 "serine palmitoyltransferase-like protein"
mips_25_05_25
mips_30_02
at_At3g49700 mips_01 "1-aminocyclopropane-1-carboxylate synthase -like protein"
mips_01_01
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
mips_98
at_At3g61510 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase-like protein"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_10
mips_14_20
mips_20_20
mips_20_20_18
at_At4g23590 mips_01_01_01_11 "tyrosine transaminase like protein"
mips_01_01_01_11_09
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_14_20
mips_20_20
mips_20_20_18
at_At4g23600 mips_01_01_01_11 "tyrosine transaminase like protein"
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At4g28420 mips_01_01 "tyrosine transaminase-like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_17
mips_01_20_50
mips_40_16
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_63_11
mips_63_21
mips_63_21_17
at_At4g32520 mips_01_01_01 "glycine hydroxymethyltransferase (EC 2.1.2.1) - like protein"
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_02
mips_01_03_01
mips_01_06
mips_01_06_10
mips_02_13
mips_40_16
at_At4g37770 mips_01_01 "1-aminocyclopropane-1-carboxylate synthase - like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
at_At5g10330 mips_01_01 "histidinol-phosphate aminotransferase-like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
at_At5g14060 mips_01_01_01_07 "lysine-sensitive aspartate kinase (gb|AAB63104.1)"
mips_01_01_01_07_01
mips_01_01_01_07_06
mips_01_01_01_07_06_01
mips_01_01_04
at_At5g19550 mips_01_01 "aspartate aminotransferase Asp2"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At5g23670 - mips_01_20_19 "serine palmitoyltransferase"
mips_01_20_19_01
mips_30_02
at_At5g28360 - mips_01_01_10 "fragment of 1-aminocyclopropane-1-carboxylate synthase"
mips_01_01_10_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At5g46180 mips_01_01_01_01 "ornithine aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_01_01_03
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_20_50
mips_20_25_01
mips_20_25_01_01
at_At5g51690 mips_01_01 "ACS12 (MIO24.18)"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At5g63570 - mips_01_01_99 "glutamate-1-semialdehyde 2,1-aminomutase 1 precursor (GSA 1) (glutamate-1-semialdehyde aminotransferase 1) (GSA-AT 1) (sp|P42799)"
mips_01_02
mips_01_02_01
mips_01_07_01
mips_01_20_19
mips_01_20_19_01
mips_01_20_99
mips_40_26
mips_40_26_03
at_At5g65720 - mips_01_01_10_05 "NifS-like aminotranfserase"
mips_01_02_01
mips_01_07
mips_04_03
mips_04_03_03
mips_04_03_06
mips_63_21
mips_63_21_17
Propertest Accuracy: 26/31 (83.87%)
Propertest Frequency class 'mips_01_01_01': 174/3048 (5.71%)
New (unknown) data (1980 items):
at_At1g19350 - no entry null
at_At1g70560 - no entry null
at_At4g37100 - no entry null
at_At5g04040 - no entry null
at_At1g23320 - no entry null
at_At1g34060 - no entry null
at_At1g50590 - no entry null
at_At2g23520 - no entry null
at_At4g05060 - no entry null
at_At4g22980 - no entry null
at_At5g49810 - no entry null
at_At5g66950 - no entry null
at_At1g22550 - mips_67_11 "Similar to LeOPT1 [Lycopersicon esculentum"
at_At4g24670 - no entry null
at_At5g51920 - no entry null
------------------
Rule 482
c.26.2 <= 4.7e-06
-> class mips_01_01_01 "amino acid biosynthesis"
Evaluation on training data (3968 items):
at_At1g21590 - mips_10 "unknown protein"
mips_10_01
mips_10_01_01
at_At1g50940 - mips_02 "hypothetical protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_14
mips_14_04
mips_25
mips_25_05
mips_25_05_25
mips_40_02
mips_40_16
mips_67
mips_67_15
at_At1g51310 - mips_04_03 "unknown protein"
mips_04_03_03
mips_04_03_06
at_At1g62180 mips_01_01_01_11 "putative adenosine-5'-phosphosulfate reductase"
mips_01_01_01_11_03
mips_01_02_01
at_At2g19410 mips_01_01_01_11 "putative protein kinase"
at_At3g13690 mips_01_01_01_11 "protein kinase, putative"
mips_06_07_03
mips_10_01_05_01
at_At3g47340 mips_01_01_01 "glutamine-dependent asparagine synthetase"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_07
mips_01_01_01_07_02
mips_01_01_10_01
mips_01_01_10_03
mips_01_02_01
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At3g62550 - mips_10 "unknown protein"
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_01
mips_99
at_At4g04610 mips_01_01_01_11 "5'-adenylylsulfate reductase"
mips_01_01_01_11_03
mips_01_02_01
at_At4g21990 mips_01_01_01_11 "PRH26"
mips_01_01_01_11_03
mips_01_02
mips_01_02_01
mips_01_07_01
mips_25_05_25
at_At4g24830 mips_01_01 "argininosuccinate synthase like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_03
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_01
mips_01_02
mips_01_02_01
at_At4g25160 mips_01_01_01 "putative Ser/Thr protein kinase"
mips_01_01_01_11
at_At4g31230 - mips_10_01_01 "putative protein"
mips_63_19
at_At5g10240 mips_01_01_01_01 "asparagine synthetase ASN3"
mips_01_01_01_01_02
mips_01_01_01_07
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_02
mips_01_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At5g12000 mips_01_01_01_11 "putative receptor - like kinase"
at_At5g26150 mips_01_01_01_11 "putative protein"
at_At5g43430 - mips_01_06_04 "electron transfer flavoprotein beta-subunit-like"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_25
mips_06_10
mips_67_15
at_At5g51270 mips_01_01_01 "putative protein"
at_At5g65010 mips_01_01_01_01 "asparagine synthetase (gb|AAC72837.1)"
mips_01_01_01_01_02
mips_01_01_01_07
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_02
mips_01_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
Training Accuracy: 13/19 (68.42%)
Training Frequency class 'mips_01_01_01': 209/3968 (5.27%)
Evaluation on validation data (1980 items):
at_At1g16760 mips_01_01_01_11 "hypothetical protein"
at_At1g44760 mips_01_01_01_11 "putative protein"
at_At1g63660 mips_01_01 "GMP synthase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_03
mips_01_03_01
mips_01_03_01_03
mips_01_03_04
mips_01_03_04_03
at_At1g69080 mips_01_01 "unknown protein"
mips_01_01_01
mips_01_01_01_11
at_At2g24370 mips_01_01_01 "putative protein kinase"
mips_01_01_01_11
at_At2g44270 - mips_01_03_01 "hypothetical protein"
mips_04_03
mips_04_03_03
mips_04_03_06
at_At2g45910 mips_01_01_01 "putative protein kinase"
mips_01_01_01_11
mips_06_07_03
mips_13_11
mips_62_01_01
mips_63_19_03
at_At3g21210 - mips_04 "unknown protein"
mips_04_05
mips_04_05_01
mips_98
at_At5g20310 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
at_At5g61550 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_10_01
mips_10_01_01
mips_10_05
at_At5g61560 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_10_01
mips_10_01_01
mips_10_05
Validation Accuracy: 9/11 (81.82%)
Validation Frequency class 'mips_01_01_01': 126/1980 (6.36%)
Evaluation on propertest data (3048 items):
at_At1g01670 mips_01_01_01_11 "hypothetical protein"
at_At1g17540 mips_01_01 "protein kinase, putative"
mips_01_01_01
mips_01_01_01_11
mips_10_01
mips_10_01_01
mips_10_05
at_At1g55090 - mips_01_02 "hypothetical protein"
mips_01_02_01
mips_01_07_01
mips_11_01_03
mips_11_01_05
mips_11_01_11
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At1g55200 - mips_06_07_03 "protein kinase, putative"
mips_10_01_05_01
at_At1g72760 mips_01_01_01_11 "putative protein kinase"
at_At1g78940 mips_01_01_01_11 "hypothetical protein"
at_At2g03720 mips_01_01_01_11 "unknown protein"
at_At3g24560 - mips_01 "RASBERRY3 (RSY3) like protein"
mips_01_03
mips_01_03_01
mips_03
mips_03_03
at_At3g61390 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_10_05
at_At5g03430 mips_01_01_01_11 "putative protein"
mips_01_01_01_11_03
mips_01_02
mips_01_02_01
mips_01_07_01
mips_03_01_01
mips_03_01_01_01
at_At5g35380 - mips_14_04_03_01 "putative protein"
at_At5g49050 mips_01_01_01_11 "unknown protein"
Propertest Accuracy: 8/12 (66.67%)
Propertest Frequency class 'mips_01_01_01': 174/3048 (5.71%)
New (unknown) data (1980 items):
at_At1g01660 - mips_63_06 "hypothetical protein"
at_At1g01680 - no entry null
at_At1g11360 - no entry null
at_At1g48960 - no entry null
at_At1g68300 - no entry null
at_At2g07020 - no entry null
at_At2g47710 - mips_10_05 "unknown protein"
at_At3g17020 - no entry null
at_At3g58450 - no entry null
at_At5g14680 - mips_10_05 "putative protein"
mips_11_01
at_At5g57680 - no entry null
at_At1g09740 - no entry null
at_At1g76170 - no entry null
at_At1g77280 - no entry null
at_At2g21620 - no entry null
at_At3g11930 - no entry null
at_At3g49060 - no entry null
at_At3g53990 - mips_11_01 "putative protein"
at_At3g61410 - no entry null
at_At4g35910 - no entry null
at_At5g17390 - no entry null
at_At5g54430 - no entry null
at_At5g56790 - no entry null
at_At5g63940 - mips_10_05 "putative protein"
at_At3g25930 - no entry null
at_At4g13450 - no entry null
at_At4g27320 - no entry null
------------------
Rule 429
a.100.1 > 0.0048
b.35 > 8.3e-05
c.2.1 <= 1.2e-06
d.81.1 > 2.9e-16
f > 0.016
-> class mips_01_01_01 "amino acid biosynthesis"
Evaluation on training data (3968 items):
at_At1g01510 - mips_01_04 "C-terminal binding protein (ANGUSTIFOLIA)"
mips_03_03_03
mips_04_05_01_04_03
mips_06_10
mips_13_03
mips_13_03_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At1g01790 - mips_13 "K Efflux antiporter KEA1"
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
at_At1g03630 mips_01_01 "protochlorophyllide reductase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_30_26
mips_30_26_03
at_At1g07440 mips_01_01_01_11 "tropinone reductase-I, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g07450 mips_01_01_01_11 "tropinone reductase-I, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At1g09340 - mips_01_05_01_01_01 "putative RNA-binding protein"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_99
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g12780 - mips_01_05_01_03 "uridine diphosphate glucose epimerase"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g18270 mips_01_01_01_15 "unknown protein (At1g18270)"
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_02_01
mips_02_07
at_At1g24470 mips_01_01_01_11 "putative b-keto acyl reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At1g25460 - mips_01_05_01_01_01 "hypothetical protein"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g30620 - mips_01_03 "UDP-galactose 4-epimerase-like protein"
mips_02
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_99
mips_02_01
at_At1g32100 - mips_01_05_01_01_01 "pinoresinol-lariciresinol reductase like protein"
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
at_At1g36580 mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At1g47290 - mips_01 "3-beta-hydroxysteroid dehydrogenase, putative"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_40_03
mips_40_07
mips_40_16
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_05
at_At1g51410 - mips_01_03 "cinnamyl alcohol dehydrogenase, putative"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g51720 mips_01_01_01_01 "hypothetical protein"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_02
mips_01_02_01
at_At1g54870 mips_01 "putative protein (At1g54870)"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_16
at_At1g62570 - mips_01_02 "similar to glutamate synthase"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
at_At1g62610 mips_01_01 "similar to glucose 1-dehydrogenase (AB000617); similar to EST gb|T88100"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
at_At1g63180 - mips_01_03 "uridine diphosphate glucose epimerase, putative"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g63380 mips_01_01_01_11 "reductase, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At1g64440 - mips_01_03 "UDP-galactose 4-epimerase, putative"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g68010 mips_01_01_01_11_01 "hydroxypyruvate reductase (HPR)"
mips_01_01_10_05
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At1g71170 mips_01_01 "dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_15
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_03
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_07
mips_40_16
at_At1g73250 - mips_01_05_01_01_01 "GDP-4-keto-6-deoxy-D-mannose-3,5-epimerase-4-reductase (GER1)"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g75280 - mips_01_03 "putative NADPH oxidoreductase"
mips_01_05_01_01_01
mips_01_05_99
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
at_At1g79750 - mips_01_05_01_03 "putative malate oxidoreductase"
mips_01_05_01_03_03
mips_02_08
mips_02_10
mips_02_30
mips_67_15
at_At1g80820 - mips_01_03 "cinnamoyl CoA reductase like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_30_34
mips_30_34_09
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g02400 - mips_01_03 "putative cinnamoyl-CoA reductase"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g13560 - mips_01_05_01_03_03 "malate oxidoreductase (malic enzyme)"
mips_02_08
mips_02_10
at_At2g20360 - mips_01_06_01_07 "putative NADH-ubiquinone oxireductase"
mips_01_06_01_07_11
mips_02_11_05
mips_30_16
at_At2g21280 - mips_01_03 "unknown protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_03_03_03
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g22780 - mips_01_05_01_03 "putative glyoxysomal malate dehydrogenase precursor"
mips_02_10
mips_40_26
mips_40_26_03
at_At2g29170 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29300 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29310 - mips_01_01_10_05 "putative tropinone reductase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29320 mips_01_01_01_11 "tropinone reductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At2g29360 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_10
mips_14_10_02
mips_40_19
mips_67_15
at_At2g33600 - mips_01_03 "putative cinnamoyl-CoA reductase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g34460 - mips_01_05_01_03_01 "unknown protein"
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g37540 mips_01_01_01_11 "putative oxidoreductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At2g38660 mips_01_01_01_07 "methylenetetrahydrofolate dehydrogenase"
mips_01_01_01_11
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_03_01
mips_01_03_04
mips_01_07_01
mips_04_03
mips_04_03_06
at_At2g43420 - mips_01_05_01_01_01 "putative sterol dehydrogenase"
mips_01_06_01_07
mips_01_06_01_07_11
at_At2g44040 mips_01_01 "unknown protein"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_06
mips_01_01_01_07_06_01
at_At2g45310 - mips_01_05_99 "putative nucleotide sugar epimerase"
mips_02_01
at_At2g47120 mips_01_01_01_11 "putative alcohol dehydrogenase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At2g47130 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At2g47140 mips_01_01_01 "alcohol dehydrogenase like protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At2g47150 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67_15
at_At3g12800 - mips_01_01_10_05 "hypothetical protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g14790 - mips_01_05_01_03_01 "dTDP-glucose 4,6-dehydratase, putative"
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g15020 - mips_01_05_01_03 "mitochondrial NAD-dependent malate dehydrogenase, putative"
mips_02_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
mips_63_99
at_At3g23820 - mips_01_05_01_01_01 "NAD dependent epimerase, putative"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At3g25530 mips_01_01_01_15 "putative protein"
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
at_At3g26770 mips_01_01_01_11 "short chain alcohol dehydrogenase like protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
at_At3g46170 mips_01_01 "dehydrogenase -like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g46440 - mips_01_05_01_01_01 "dTDP-glucose 4-6-dehydratases-like protein"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g47350 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g47360 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At3g47520 - mips_02 "chloroplast NAD-dependent malate dehydrogenase"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_02_01
mips_02_16
mips_02_16_03
mips_40_03
mips_40_10_99
mips_40_16
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
at_At3g51160 - mips_01_05_01_03_02 "GDP-D-mannose-4,6-dehydratase (MUR1)"
mips_01_05_99
mips_02_01
at_At3g51680 mips_01_01_01_11 "short-chain alcohol dehydrogenase-like protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At3g55290 mips_01_01_01_11 "oxidoreductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At3g59710 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_05
mips_01_20_50
at_At3g59890 mips_01_01_01_07 "putative protein"
mips_01_01_01_07_06
mips_01_01_01_07_06_01
at_At4g00110 - mips_01_05_01_01_01 "putative nucleotide sugar epimerase"
mips_01_05_99
mips_02_01
at_At4g00560 - mips_01_05_01_01_01 "putative dTDP-6-deoxy-L-mannose-dehydrogenase"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g05530 - mips_01_01_10_05 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At4g09750 - mips_01_05_01_01_09 "putative protein"
mips_01_05_01_01_11
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g10020 mips_01_01 "putative oxidoreductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At4g13180 - mips_01_01_10_05 "short-chain alcohol dehydrogenase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
at_At4g13250 mips_01_01_01_11 "unknown protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At4g13940 mips_01_01 "adenosylhomocysteinase"
mips_01_01_01
mips_01_01_01_07
mips_01_05_01_07
mips_01_05_01_07_01
mips_01_07
mips_01_07_01
mips_01_20_23
mips_45
mips_45_03
mips_45_03_09
at_At4g17370 - mips_01_05_01_03_09 "putative protein"
mips_01_06_01_01
mips_01_20_15
mips_01_20_15_99
at_At4g20460 - mips_01_05_01_01_01 "UDP-glucose 4-epimerase - like protein"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g23420 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_67_15
at_At4g23920 - mips_01_03 "UDPglucose 4-epimerase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_02_01
mips_30_01
at_At4g30470 - mips_01_05_01 "cinnamoyl-CoA reductase - like protein"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_07
mips_01_07_01
mips_01_07_99
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_40_10_03
at_At4g33030 - mips_01_05_01_01 "sulfolipid biosynthesis protein SQD1"
mips_01_05_01_01_01
mips_01_06_99
mips_02_01
mips_06_13_04
mips_30_02
at_At4g33360 - mips_01_06_01 "putative dihydrokaempferol 4-reductase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_40_07
mips_40_10_03
at_At4g34200 mips_01_01_01 "Phosphoglycerate dehydrogenase - like protein"
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10_05
mips_02_01
mips_02_07
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_67_15
at_At4g34540 - mips_01_03 "isoflavone reductase - like protein"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
mips_30_01
at_At4g35420 - mips_01_05_01_01_01 "putative protein"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_40_10_03
at_At4g39230 - mips_01_05_01_01_01 "NAD(P)H oxidoreductase, isoflavone reductase - like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_02_01
mips_11_99
at_At5g02540 mips_01_01_01_11 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At5g07440 mips_01_01 "glutamate dehydrogenase 2 (GDH2)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_02
mips_01_02_01
mips_40_16
mips_45
mips_45_03
mips_45_03_17
mips_67
mips_67_15
at_At5g10050 mips_01_01_01_11 "putative protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At5g11670 - mips_01_05_01_03_03 "NADP dependent malic enzyme - like protein"
mips_02_08
mips_02_10
mips_02_30
at_At5g14700 mips_01_01_01_11 "cinnamoyl CoA reductase - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_02
mips_01_05_01_03_09
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At5g14800 mips_01_01 "pyrroline-5-carboxylate reductase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_01
mips_01_01_10
mips_01_01_10_01
mips_63_21
mips_63_21_07
at_At5g18210 mips_01_01 "Brn1-like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At5g19440 - mips_01_03 "cinnamyl-alcohol dehydrogenase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_07
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g28840 - mips_01_05_01_01 "GDP-mannose 3,5-epimerase"
mips_01_05_01_01_01
mips_02_01
mips_40_10_03
at_At5g43330 mips_01_01 "cytosolic malate dehydrogenase"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_16
mips_45
mips_45_03
mips_45_03_12
at_At5g50130 mips_01_01 "ribitol dehydrogenase-like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_01
mips_14_01_01
mips_67_15
at_At5g50600 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g50690 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g50770 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g51030 mips_01_01_01_11 "carbonyl reductase-like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At5g56720 mips_01_01_01_15 "cytosolic malate dehydrogenase"
mips_02_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At5g58330 mips_01_01 "NADP-dependent malate dehydrogenase"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_02_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At5g59290 - mips_01_03 "dTDP-glucose 4-6-dehydratase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
Training Accuracy: 51/102 (50.00%)
Training Frequency class 'mips_01_01_01': 209/3968 (5.27%)
Evaluation on validation data (1980 items):
at_At1g02000 - mips_01_05_01_01_01 "nucleotide sugar epimerase, putative"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At1g08200 - mips_01_05_01_01_01 "unknown protein"
mips_01_05_01_03_01
mips_02_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g12550 mips_01_01_01_11 "hypothetical protein"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_03
mips_01_20_05
mips_01_20_09
mips_02_10
mips_02_22
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At1g15950 - mips_01_05_01_03_01 "unknown protein"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g16720 - mips_01_03 "Unknown protein (At1g16720; F17F16.7)"
mips_01_05
mips_01_05_01
mips_01_05_99
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_20
mips_01_20_05
mips_01_20_35
mips_01_20_35_01
mips_30
mips_30_01
at_At1g24360 mips_01_01_01_11 "putative 3-oxoacyl [acyl-carrier protein] reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At1g52340 mips_01_01_01_11 "short chain alcohol dehydrogenase, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At1g53500 - mips_01_03 "dTDP-D-glucose 4,6-dehydratase, putative"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g62580 - mips_01_02 "similar to flavin-containing monooxygenase form 2 (sp|Q28505); similar to ESTs gb|T88100, gb|R30018, and gb|T23015"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g63000 - mips_01_05_01_03_02 "unknown protein"
mips_01_05_99
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_40_10_03
at_At1g72190 mips_01_01_01 "phosphoglycerate dehydrogenase, putative"
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10_05
mips_02_01
mips_02_07
mips_13_03_01
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67_15
at_At1g75290 - mips_01_03 "NADPH oxidoreductase, putative"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
mips_30_01
at_At1g75300 - mips_01_03 "NADPH oxidoreductase, putative"
mips_01_05_01_01_01
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
mips_30_01
at_At2g19900 - mips_02 "malate oxidoreductase (malic enzyme)"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_03
mips_02_08
mips_02_10
mips_02_30
mips_40_03
mips_40_16
mips_67
mips_67_15
at_At2g26260 - mips_01_05_01_01_01 "3-beta-hydroxysteroid dehydrogenase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_47_03_15
mips_47_03_15_05
at_At2g28760 - mips_01_03 "putative nucleotide-sugar dehydratase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g29340 - mips_01_01_10_05 "tropinone reductase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
mips_67_15
at_At2g29370 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At2g33630 - mips_01_05 "putative steroid dehydrogenase"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
at_At2g34850 - mips_01_03 "putative UDP-galactose-4-epimerase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g45400 - mips_01_05_01_01 "putative flavonol reductase"
mips_01_05_01_03_01
mips_01_05_99
mips_01_20_35
mips_01_20_35_01
mips_40_10
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g12290 mips_01_01_01 "unknown protein"
mips_01_01_01_07
mips_01_01_01_11_15
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_03_01
mips_01_03_04
mips_01_05
mips_01_07
mips_04_03
mips_04_03_06
mips_63_19
at_At3g26760 mips_01_01 "putative short chain alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g29250 mips_01_01 "short-chain alcohol dehydrogenase, putative"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g44540 mips_01_01_01 "acyl CoA reductase - protein"
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g44560 mips_01_01 "acyl CoA reductase -like protein"
mips_01_01_01
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06
mips_01_06_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
at_At3g55310 mips_01_01_01_11 "beta-ketoacyl-ACP reductase - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At3g63140 - mips_40_26 "mRNA binding protein precursor - like"
mips_40_26_03
at_At4g00570 - mips_01_05_01_03_03 "putative malate oxidoreductase"
mips_02_08
mips_02_10
at_At4g00630 - mips_13_01 "putative potassium/H+ antiporter"
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g03140 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At4g10960 - mips_01_03 "UDP-galactose 4-epimerase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g11410 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_01
mips_14_01_01
mips_14_05
mips_67_15
at_At4g12250 - mips_01_03 "nucleotide sugar epimerase -like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At4g17260 - mips_01_05_01_01_03 "lactate dehydrogenase (LDH1)"
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_03
mips_47_03_03_01
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At4g20760 mips_01_01 "cell-cell signaling protein csgA - like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
at_At4g20930 mips_01_01_01_15 "3-hydroxyisobutyrate dehydrogenase -like protein"
mips_01_01_10
mips_01_01_10_04
mips_02_07
mips_02_07_01
at_At4g23430 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g27440 mips_01_01_01 "protochlorophyllide reductase precursor"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_26
mips_30_26_03
at_At4g29120 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_15
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_03
mips_01_07
at_At4g33790 - mips_01_06_01_05 "male sterility 2-like protein"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At5g02240 - mips_01_05_01_01_01 "unknown protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_02_01
at_At5g04900 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At5g06060 - mips_01_01_10_05 "short chain alcohol dehydrogenase-like"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At5g09660 - mips_01_05_01_03 "microbody NAD-dependent malate dehydrogenase"
mips_02_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
at_At5g18170 mips_01_01_01_01 "glutamate dehydrogenase (EC 1.4.1.-) 1 (pir||S71217)"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_02
mips_01_02_01
mips_45
mips_45_03
mips_45_03_17
at_At5g19200 mips_01_01_01_11 "FVT1 - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_40_27
at_At5g42800 - mips_01_05_01_01_01 "dihydroflavonol 4-reductase"
mips_01_05_01_03_01
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g50700 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g52810 mips_01_01_01_01 "unknown protein"
mips_01_07_01
mips_01_20_19
mips_01_20_19_01
mips_13_11
mips_20_25_01
mips_20_25_01_01
mips_63_99
at_At5g53090 mips_01_01_01 "protochlorophyllide reductase; oxidoreductase required for shoot apex development"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
Validation Accuracy: 24/51 (47.06%)
Validation Frequency class 'mips_01_01_01': 126/1980 (6.36%)
Evaluation on propertest data (3048 items):
at_At1g01800 - mips_01_20_05 "putative short-chain dehydrogenase"
mips_01_20_05_09
mips_11_07
mips_11_07_07
at_At1g04410 mips_01_01 "malate dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_40_16
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_63_99
at_At1g09480 - mips_01_05_01_01 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09490 - mips_01_05_01_03_01 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03_02
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09500 - mips_01_03 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09510 - mips_01_03 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_99
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09940 mips_01_01 "putative glutamyl-tRNA reductase 2 precursor"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_17
mips_01_20_19
mips_01_20_19_01
mips_01_20_50
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_20
mips_30_34
mips_30_34_07
mips_40_16
at_At1g10310 mips_01_01_01_11 "unknown protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g32220 - mips_01_05_01_01_01 "unknown protein"
mips_02_01
at_At1g50450 - mips_01_05_01_03_02 "unknown protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_30_34
at_At1g53240 - mips_02_01 "similar to mitochondrial NAD-dependent malate dehydrogenase"
mips_02_16
mips_02_16_03
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At1g58290 mips_01_01_01_01 "putative protein"
mips_01_20_19
mips_01_20_19_01
mips_20_25_01
mips_20_25_01_01
mips_63_99
at_At1g61720 - mips_01 "putative protein"
mips_01_03
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_30
mips_30_01
mips_40_03
mips_63
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
mips_98
at_At1g64590 - mips_01_01_10_05 "oxidoreductase, putative"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At1g66800 - mips_01 "hypothetical protein"
mips_01_03
mips_01_05
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_04
mips_04_05_01_04
mips_30
mips_40
mips_40_10
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
mips_98
at_At1g67730 mips_01_01_01_11 "b-keto acyl reductase (glossy8)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g68540 - mips_01_05_01_01 "putative reductase"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g71180 mips_01_01_01 "putative dehydrogenase (At1g71180)"
mips_01_01_01_15
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_07
at_At1g76470 - mips_01_05_01_03_01 "putative cinnamoyl-CoA reductase"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g78570 - mips_01_03 "Similar to dTDP-D-glucose 4,6-dehydratase"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g79870 mips_01_01_01_11_01 "putative D-isomer specific 2-hydroxyacid dehydrogenase"
mips_01_01_10_05
mips_01_05_01_01_03
mips_01_20_09
mips_02_10
mips_02_22
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At2g05990 mips_01_01_01 "enoyl-ACP reductase (ENR1)"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At2g07640 mips_01_01_01 "unknown protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At2g23910 - mips_01_05_01_03_02 "cinnamoyl CoA reductase like protein"
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
at_At2g27860 - mips_01_05_01_01_01 "putative dTDP-glucose 4-6-dehydratase"
mips_01_05_01_03_01
mips_02_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g29290 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At2g29330 mips_01 "putative tropinone reductase"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_20
mips_40_03
mips_40_19
mips_67
mips_67_15
mips_98
at_At2g29350 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_19
mips_67_15
at_At2g30670 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_03
mips_40_19
mips_67
mips_67_15
at_At2g31250 mips_01_01 "putative glutamyl tRNA reductase"
mips_01_01_01
mips_01_01_01_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_19
mips_01_20_19_01
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63_99
at_At2g33590 - mips_01_05_01_03_01 "putative cinnamoyl-CoA reductase"
mips_01_05_01_03_02
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g37660 mips_01_01 "unknown protein"
mips_01_01_01
mips_01_03
mips_01_05_01_01_01
mips_02_01
mips_30_01
at_At2g47650 - mips_01_03 "putative nucleotide-sugar dehydratase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_99
mips_02_01
mips_40_16
at_At3g11980 mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_06_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g19480 mips_01_01 "phosphoglycerate dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_02_01
mips_02_07
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_13
mips_13_03
mips_13_03_01
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67
mips_67_15
at_At3g23810 mips_01_01_01_07 "S-adenosyl-L-homocysteinas, putative"
mips_01_05_01_07
mips_01_05_01_07_01
mips_01_20_23
mips_45_03_09
at_At3g29260 - mips_01_01_10_05 "short-chain alcohol dehydrogenase, putative"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g42960 mips_01_01_01_11 "alcohol dehydrogenase (ATA1)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At3g44550 mips_01_01 "acyl CoA reductase -like protein"
mips_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06_01
at_At3g50560 mips_01 "unknown protein"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_19
mips_67
mips_67_15
at_At3g53520 - mips_01_05_01_01 "UDP-glucuronic acid decarboxylase (UXS1)"
mips_01_05_99
at_At3g56700 - mips_01_06_01_05 "putative protein"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g61220 - mips_01_20_05 "putative protein"
mips_01_20_05_09
mips_11_07_07
at_At3g62830 - mips_01_05_01_01_01 "dTDP-glucose 4-6-dehydratase homolog D18"
mips_01_05_99
mips_02_01
mips_40_10_03
at_At4g00600 mips_01_01_01_07 "putative tetrahydrofolate synthase"
mips_01_01_01_11
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_03_01
mips_01_03_04
mips_01_07_01
mips_04_03
mips_04_03_06
at_At4g00620 mips_01_01_01_07 "putative tetrahydrofolate synthase"
mips_01_01_01_11
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_03_01
mips_01_03_04
mips_01_07_01
mips_04_03
mips_04_03_06
at_At4g04850 - mips_67_04 "putative potassium transporter"
mips_67_04_01
mips_67_04_01_02
at_At4g13660 - mips_01_20_35 "isoflavone reductase-like protein"
mips_01_20_35_01
mips_11_99
at_At4g24050 - mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g27250 - mips_01_05_01_03_02 "putative protein"
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
at_At4g27760 mips_01_01_01_11 "forever young gene (FEY) (fragment)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
at_At4g30440 - mips_01_05_01_01_01 "nucleotide sugar epimerase-like protein"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At4g35250 - mips_01_05_01_01_01 "putative protein"
mips_02_01
mips_40_26
mips_40_26_03
at_At5g10730 - mips_01_05_01_03_02 "unknown protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_47_03_15
mips_47_03_15_05
at_At5g14780 mips_01_01_01 "formate dehydrogenase (FDH)"
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_03
mips_01_20_05
mips_01_20_09
mips_02_10
mips_02_16
mips_02_22
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_67_15
at_At5g15940 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_40_19
at_At5g18660 - mips_01_05_01_01_01 "unknown protein"
mips_01_05_99
mips_02_01
at_At5g22420 - mips_01_06_01_05 "acyl CoA reductase-like protein"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At5g22500 - mips_01_06_01_05 "male sterility 2-like protein (emb|CAA68191.1)"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At5g25880 - mips_01_05_01_03_03 "malate dehydrogenase - like protein"
mips_02_08
mips_02_10
mips_02_30
at_At5g44480 - mips_01_05_01_01 "putative protein"
mips_01_05_01_01_01
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g49460 - mips_01_05_01_05 "ATP-citrate lyase subunit B"
mips_01_05_01_05_07
mips_02_10
at_At5g50590 mips_01_01 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67_15
at_At5g53100 - mips_01_01_10_05 "protochlorophyllide reductase; oxidoreductase required for shoot apex development"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_14_01_01
mips_14_05
at_At5g54190 - mips_01_05_01_01_01 "NADPH:protochlorophyllide oxidoreductase A (gb|AAC49043.1)"
mips_01_06_01_05
mips_02_07
mips_30_26
mips_30_26_03
at_At5g58490 - mips_01_05_01_01 "cinnamoyl-CoA reductase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g61830 - mips_01_20_05 "carbonyl reductase - like protein"
mips_01_20_05_09
mips_11_07
mips_11_07_07
at_At5g66280 - mips_01_05_01_03 "GDP-D-mannose 4,6-dehydratase; GMD1 (gb|AAF07199.1)"
mips_01_05_01_03_02
mips_02_01
Propertest Accuracy: 27/68 (39.71%)
Propertest Frequency class 'mips_01_01_01': 174/3048 (5.71%)
New (unknown) data (1980 items):
at_At1g17890 - mips_02_01 "GDP-L-fucose synthetase like protein"
at_At4g18810 - no entry null
at_At5g28310 - no entry null
at_At5g57800 - no entry null
at_At5g58750 - no entry null
at_At1g19540 - mips_02_01 "2'-hydroxyisoflavone reductase, putative"
mips_11_99
at_At1g19690 - no entry null
at_At2g39070 - no entry null
at_At3g20790 - no entry null
at_At3g46780 - no entry null
at_At4g24220 - mips_11 "unknown protein"
mips_11_01
at_At5g04070 - no entry null
at_At5g08300 - mips_02_10 "succinyl-CoA-ligase alpha subunit"
at_At5g15910 - no entry null
at_At5g23250 - mips_02_10 "succinyl-CoA synthetase, alpha subunit"
at_At1g72640 - no entry null
at_At4g31530 - no entry null
at_At5g39410 - no entry null
------------------
Rule 747
a.118.8 > 0.019
d.17.4 > 3.7e-18
d.58.7 <= 0.015
g.44.1 > 0.013
-> class mips_01_03_16 "polynucleotide degradation"
Evaluation on training data (3968 items):
at_At1g07360 - mips_04_05_05 "Unknown protein (At1g07360; F22G5.30)"
at_At1g11650 mips_01_03_16 "putative DNA binding protein"
mips_01_03_16_01
mips_20_25
mips_20_25_16_09
at_At1g13690 - mips_04_05_05_01 "AtE1 (atE1)"
at_At1g16610 - mips_25_05_10 "arginine/serine-rich protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At1g18630 - mips_04_09 "unknown protein"
mips_14_10
mips_14_10_02
mips_20_25_16
mips_40_25
at_At1g22910 mips_01_03 "unknown protein (At1g22910)"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05
mips_04_05_01
mips_04_05_05
mips_04_07
mips_04_09
mips_05
mips_05_04
mips_05_04_01
mips_06_10
mips_08
mips_08_01
mips_11
mips_11_01
mips_11_01_05
mips_11_01_99
mips_14
mips_14_01
mips_14_01_01
mips_25
mips_25_05
mips_25_05_03
mips_25_05_04
mips_25_05_05
mips_25_05_07
mips_25_05_09
mips_25_05_10
mips_25_05_99
mips_30
mips_30_03
at_At1g23860 mips_01_03_16 "9G8-like splicing factor / SRZ-21"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_33_03_99
at_At1g27050 - mips_67_50 "unknown protein"
mips_67_50_25
at_At1g27650 - mips_04_05_05_01 "U2 snRNP auxiliary factor, putative"
mips_04_05_05_01_10
at_At1g30480 - mips_04_05_01_04_03 "DNA damage repair protein, putative"
at_At1g37140 - mips_03_03_02 "hypothetical protein"
at_At1g43190 mips_01_03_16 "hypothetical protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g47500 mips_01_03 "hypothetical protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_05
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g49600 mips_01_03 "DNA binding protein ACBF, putative"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_63_03
at_At1g50300 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g51510 - mips_25_05_13 "unknown protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At1g51520 - mips_25_05_25 "unknown protein"
at_At1g55310 mips_01_03_16 "Serine/arginine-rich protein"
mips_01_03_16_01
mips_20_25_16_09
at_At1g60900 - mips_04_05_05 "putative U2 snRNP auxiliary factor"
mips_04_05_05_01
mips_25_05_10
mips_25_05_13
at_At1g66260 mips_01_03_16 "RNA and export factor binding protein, putative"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g72800 mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_04_01
mips_04_01_04
mips_04_03
mips_04_03_03
mips_40_10_07
mips_63_03_03
at_At1g76460 - mips_04_05_05 "putative RNA-binding protein"
mips_04_09
mips_40_10_99
at_At1g79880 - mips_25_05_10 "putative RNA-binding protein"
mips_25_05_13
mips_33_03_13
mips_35_03_17
at_At2g14160 - mips_14 "putative glycine-rich RNA-binding protein"
mips_14_10
mips_14_10_02
mips_40
mips_63
mips_63_03
mips_99
at_At2g14550 mips_01_03_16 "putative spliceosome associated protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At2g14870 mips_01 "hypothetical protein"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40
mips_40_03
mips_63
mips_63_03
at_At2g16260 mips_01_03 "putative glycine-rich RNA-binding protein"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_05_07
mips_05_99
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At2g16940 mips_01_03_16 "splicing factor like protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At2g22100 - mips_14_10 "putative RNA-binding protein"
mips_14_10_02
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At2g29580 mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
at_At2g30260 - mips_03_01 "putative small nuclear ribonucleoprotein U2B"
mips_03_01_05
mips_03_03
mips_03_03_02
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_99
mips_62_01_07
mips_62_02
mips_62_02_01
at_At2g42890 mips_01_03_16 "MEI2-like protein (MEI2)"
mips_01_03_16_01
mips_01_03_99
mips_03_03_02
mips_04_07
mips_04_09
at_At2g43410 mips_01_03_16 "hypothetical protein"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
at_At2g44710 mips_01_03 "putative heterogeneous nuclear ribonucleoprotein"
mips_01_03_16
mips_01_03_16_01
mips_05_07
mips_05_99
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At2g46610 mips_01_03 "putative arginine/serine-rich splicing factor"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At2g47310 mips_01_03 "putative FCA-related protein"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g08000 - mips_04_05_05 "putative RNA-binding protein"
mips_14_10
mips_14_10_02
at_At3g10400 - mips_25_05_13 "hypothetical protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
at_At3g11400 mips_01_03 "putative eukaryotic translation initiation factor 3 subunit"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g14450 mips_01_03 "RNA-binding protein, putative"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g16380 mips_01_03_16 "putative poly(A) binding protein"
mips_01_03_16_01
mips_04
mips_04_05_05
mips_20_25_16_09
mips_40_10
at_At3g18610 - mips_04_99 "unknown protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At3g19090 - mips_43 "RNA-binding protein, putative"
mips_43_03
mips_43_03_09
mips_43_03_09_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_17
mips_62_01
mips_62_01_05
mips_63_03_03
at_At3g19130 mips_01_03_16 "nuclear acid binding protein, putative"
mips_01_03_16_01
mips_13_11
mips_20_25_16
mips_20_25_16_09
at_At3g20930 mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_05_07
mips_05_99
mips_20_25
mips_20_25_16_09
mips_40_26
mips_40_26_03
at_At3g47120 - mips_05 "putative RNA-binding protein"
mips_05_07
mips_05_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g50090 mips_01 "putative protein"
mips_01_03
mips_01_03_16
mips_03
mips_04
mips_04_05
mips_04_05_05
mips_05
mips_05_04
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_99
at_At3g50100 mips_01_03 "hypothetical protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05_04
mips_62
mips_62_02
mips_62_02_01
mips_63_03_01
mips_63_03_03
at_At3g50670 mips_01_03_16 "U1 snRNP 70K protein"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05_01
mips_04_07
mips_04_09
mips_05_04_01
mips_08_01
mips_11_01_05
at_At3g54230 mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
at_At3g61860 mips_01_03 "ARGININE/SERINE-RICH SPLICING FACTOR RSP31"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_04_05_05_01
mips_05
mips_13_11
mips_13_11_11
mips_20
mips_20_25
mips_63_03_03
at_At3g63450 - mips_25_05_25 "putative protein"
at_At4g00830 mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
mips_08_01
mips_11_01_05
at_At4g03110 - mips_04_05 "putative ribonucleoprotein"
mips_04_05_05
mips_05
mips_05_07
mips_05_99
mips_40_03
mips_63_03
mips_63_03_03
at_At4g10110 - mips_04_05_05 "putative protein"
mips_04_05_05_01
mips_40_10_99
mips_63_03_03
at_At4g12630 - mips_04_05_05 "putative protein"
mips_04_05_05_01
mips_04_99
mips_20_25
mips_40_10_99
at_At4g18120 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_03_03_02
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
at_At4g25500 mips_01_03_16 "splicing factor At-SRp40"
mips_01_03_16_01
mips_04_05_05_01
mips_20_25_16_09
at_At4g26650 mips_01_03_16 "hnRNP-like protein"
mips_01_03_16_01
mips_04_99
mips_20_25_16
mips_20_25_16_09
at_At4g27000 mips_01_03_16 "putative DNA binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At4g31580 - mips_04_05_05_01 "splicing factor 9G8-like SR protein / SRZ-22"
mips_04_05_05_01_10
mips_20_25_16
mips_63_03_03
at_At4g34110 mips_01_03_16 "poly(A)-binding protein"
mips_01_03_16_01
mips_04_05_05
mips_05_07
mips_05_99
mips_20_25_16_09
at_At4g36690 - mips_04_05_05_01 "splicing factor like protein"
mips_04_05_05_01_10
mips_04_05_05_05
mips_63_03_03
at_At4g39260 - mips_04 "glycine-rich protein (clone AtGRP8)"
mips_04_05
mips_04_05_05
mips_04_05_05_05
mips_11
mips_11_01
mips_13
mips_13_11
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_98
mips_99
at_At5g06000 - mips_05_04_01 "eukaryotic translation initiation factor 3 subunit-like protein"
at_At5g07290 mips_01_03_16 "Mei2-like protein"
mips_01_03_16_01
mips_03_03_02
mips_20_25_16_09
at_At5g07930 - mips_03_03_02 "putative protein"
at_At5g10350 - mips_04_05_05_05 "RNA binding protein - like"
mips_04_05_05_11
mips_04_07
mips_08_01
mips_13_05
at_At5g10800 - mips_20 "putative protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g16260 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_20_25
mips_20_25_16_09
at_At5g16840 - mips_40_10_07 "unknown protein"
at_At5g18810 - mips_04_05_05 "Serine/arginine rich protein - like"
mips_14_10
mips_14_10_02
at_At5g24440 - mips_04_05_05 "RNA-binding protein-like"
mips_05_07
mips_05_99
at_At5g27640 - mips_14_04_03_05 "TRANSLATION INITIATION FACTOR 3 SUBUNIT 9-like protein"
at_At5g37720 mips_01 "putative protein"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_05
mips_40
mips_40_03
mips_63
mips_63_03
at_At5g42820 - mips_04_05_05 "U2 snRNP auxiliary factor, small subunit"
mips_04_05_05_01
mips_04_05_05_01_10
mips_40_10_99
at_At5g44200 - mips_04_05_05 "nuclear cap-binding protein; CBP20 (gb|AAD29697.1)"
mips_05_04
mips_05_04_01
mips_63_03_03
at_At5g50250 - mips_04_05_05 "RNA-binding protein-like"
mips_05_07
mips_05_99
at_At5g52040 mips_01_03_16 "arginine/serine-rich splicing factor RSP41 homolog"
mips_01_03_16_01
mips_04_05_05_01
mips_20_25_16
mips_20_25_16_09
at_At5g55550 mips_01_03_16 "RNA-binding protein-like"
mips_01_03_16_01
mips_04_99
mips_20_25
mips_20_25_16_09
at_At5g58470 - mips_40_10_03 "RNA/ssDNA-binding protein - like"
at_At5g59860 - mips_04_05 "RNA-binding protein - like"
mips_04_05_05
mips_04_05_05_05
mips_40_03
mips_40_10_99
mips_63_03
at_At5g61030 - mips_04_01 "RNA-binding protein - like"
mips_04_01_04
mips_04_05_05
mips_14_10
mips_14_10_02
mips_40_10_99
at_At5g66010 - mips_25_05_13 "putative protein"
mips_25_05_25
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_63_03_03
Training Accuracy: 41/84 (48.81%)
Training Frequency class 'mips_01_03_16': 84/3968 (2.12%)
Evaluation on validation data (1980 items):
at_At1g02840 mips_01_03_16 "ribonucleoprotein SF-2 like protein"
mips_01_03_16_01
mips_20_25_16_09
at_At1g06960 - mips_04_05_05 "putative protein"
mips_04_05_05_01
mips_04_05_05_01_99
mips_05_07
mips_05_99
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_63_03_03
at_At1g07350 - mips_03 "transformer-SR ribonucleoprotein, putative"
mips_03_01
mips_03_01_09
mips_03_01_09_05
mips_33
mips_33_03
mips_33_03_99
mips_40_04
mips_63_01
mips_63_03
mips_63_03_03
mips_63_06
mips_63_19
at_At1g09140 - mips_04 "putative SF2/ASF splicing modulator, Srp30"
mips_04_05
mips_04_05_05
mips_05
mips_05_07
mips_05_99
mips_40_03
mips_63
mips_63_03
at_At1g09230 mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g10320 - mips_04_05_05_01 "unknown protein"
at_At1g22760 mips_01_03 "putative polyA-binding protein, PAB3"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05
mips_05_04_01
mips_06_10
mips_08_01
mips_11_01
mips_11_01_05
mips_11_01_99
at_At1g29400 - mips_03_03 "putative RNA-binding protein MEI2 (At1g29400)"
mips_03_03_02
mips_04_05_05
mips_05
mips_05_07
mips_05_99
at_At1g34140 mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g47490 mips_01_03_16 "unknown protein"
mips_01_03_16_01
mips_05_07
mips_05_99
mips_14_10
mips_14_10_02
mips_20_25_16
mips_40_25
at_At1g49760 mips_01_03_16 "Putative Poly-A Binding Protein (F14J22.3)"
mips_01_03_16_01
mips_05_07
mips_05_99
mips_20_25_16
mips_20_25_16_09
at_At1g53650 mips_01 "RNA-binding protein, putative"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40
mips_40_03
mips_63
mips_63_03
at_At1g71770 mips_01_03_16 "polyadenylate-binding protein 5"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g71800 mips_01_03_16 "cleavage stimulation factor, putative"
mips_01_03_16_01
mips_04_05_05
mips_13
mips_13_11
mips_20_25_16_09
at_At1g73490 mips_01_03_16 ""
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g78260 - mips_14_10 "unknown protein"
mips_14_10_02
mips_20_25_16
mips_40_25
at_At2g19380 mips_01_03 "putative RNA-binding protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
mips_05_07
mips_05_99
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_01
at_At2g24350 - mips_20_25_16 "putative poly(A) binding protein"
at_At2g28450 - mips_03_01_05_01 "putative RNA methyltransferase"
mips_04_03
mips_04_03_03
at_At2g35410 mips_01_03 "putative chloroplast RNA binding protein precursor"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_05_07
mips_05_99
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_63_03
at_At2g36660 mips_01_03 "putative poly(A) binding protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_01
mips_25_05_03
mips_25_05_04
at_At2g43970 - mips_04_03 "unknown protein"
mips_04_03_03
mips_04_05_05_11
mips_04_05_05_99
mips_04_99
mips_63_03_03
at_At2g46780 - mips_04_05_05 "putative RNA-binding protein"
mips_04_09
mips_04_99
mips_40_10_99
at_At3g06970 mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At3g08530 - mips_08_07 "hypothetical protein"
mips_08_07_22
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_40_09
mips_63_07
at_At3g12640 - mips_25_05_13 "hypothetical protein"
mips_25_05_25
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g13570 - mips_25_05_10 "serine/arginine-rich protein, putative"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
at_At3g13700 mips_01_03 "hypothetical protein"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_63_03
at_At3g23830 - mips_14_10 "glycine-rich RNA binding protein, putative"
mips_14_10_02
mips_20_25_16
mips_40_25
at_At3g27700 - mips_25_05_15 "unknown protein"
mips_35
mips_35_03
mips_35_03_12
mips_63_07
at_At3g48840 mips_01_03_16 "hypothetical protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At3g49430 - mips_04_05_05 "PRE-MRNA SPLICING FACTOR SF2-like protein"
mips_14_10_02
at_At3g53460 - mips_04_05_05 "RNA-binding protein cp29 protein"
mips_25_05_10
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g55460 - mips_14_10 "putative RNA binding protein"
mips_14_10_02
at_At4g13860 - mips_04_05_05 "RNA-binding protein like"
mips_04_05_05_05
mips_11_01
mips_13_11
mips_25_05_25
mips_40_10_99
mips_40_26
mips_40_26_03
at_At5g03500 - mips_25_05_13 "putative protein"
mips_25_05_25
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g05720 - mips_14_10 "putative protein"
mips_14_10_02
at_At5g19030 - mips_04_05_05 "putative protein"
mips_04_09
at_At5g28390 - mips_04_05_05 "putative protein"
mips_04_09
at_At5g46840 - mips_40_25 "unknown protein"
mips_40_26
mips_40_26_03
at_At5g47620 - mips_04_99 "RNA-binding protein-like"
mips_05_07
mips_05_99
mips_25_05_25
at_At5g53180 - mips_04_05_05 "polypyrimidine tract-binding RNA transport protein-like"
at_At5g53700 - mips_25_05_13 "putative protein"
mips_33_03_11
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At5g54580 - mips_14_10 "unknown protein"
mips_14_10_02
mips_20_25_16
mips_40_25
at_At5g59950 - mips_04_03 "transcriptional coactivator - like protein"
mips_04_03_03
mips_04_05_01_01
at_At5g61960 - mips_03_03 "Mei2-like protein"
mips_03_03_02
mips_04_05_05
at_At5g64200 - mips_04_05_05_05 "putative protein"
at_At5g65260 - mips_04_05_05 "poly(A)-binding protein II-like"
mips_04_05_05_05
mips_04_05_05_11
mips_04_05_99
mips_04_07
mips_08_01
mips_13_05
Validation Accuracy: 16/48 (33.33%)
Validation Frequency class 'mips_01_03_16': 32/1980 (1.62%)
Evaluation on propertest data (3048 items):
at_At1g01080 mips_01_03 "ribonucleoprotein, putative"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05
mips_20_25
mips_20_25_16_09
at_At1g13190 mips_01 "Unknown protein (At1g13190; F3F19.21)"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_04_05
mips_04_05_05
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40
mips_40_03
mips_63
mips_63_03
at_At1g17370 mips_01_03 "oligouridylate binding protein, putative"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g20880 mips_01_03 "At1g20880/F9H16_14"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g21570 mips_01_03_16 "glycine-rich RNA-binding protein grp1a, putative"
mips_01_03_16_01
mips_20_25_16_09
at_At1g22330 mips_01_03 "hypothetical protein"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g32790 mips_01_03_16 "RNA-binding protein, putative"
mips_01_03_16_01
mips_20_25_16_09
at_At1g33470 - mips_25_05_13 "unknown protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At1g33980 mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_05_07
at_At1g45100 mips_01_03_16 "similar to poly(A)-binding protein gb|AAC25510.1"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g48920 - mips_04 "hypothetical protein"
mips_04_05
mips_04_05_05
mips_04_99
mips_05
mips_05_07
mips_05_99
mips_40
mips_40_03
mips_63
mips_63_03
at_At1g53720 - mips_05 "hypothetical protein"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At1g54080 mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16_09
at_At1g60000 - mips_25_05_13 "unknown protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_40_10
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At1g60650 - mips_04_05_01 "putative RNA-binding protein"
mips_04_05_01_04
mips_04_05_01_04_03
mips_33_03_99
mips_63_01
mips_63_03
mips_63_03_03
at_At1g67770 mips_01_03 "terminal ear1-like protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g74230 - mips_25_05_13 "putative RNA-binding protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At2g05160 mips_01_03 "hypothetical protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05
mips_05_07
mips_05_99
at_At2g18510 - mips_04_05 "putative spliceosome associated protein"
mips_04_05_01
mips_04_05_01_04
mips_04_05_05
mips_14
mips_20
mips_14_10
mips_14_10_02
mips_20_25
mips_20_25_16
mips_40_03
mips_40_25
mips_63_03
at_At2g21660 mips_01_03_16 "glycine-rich RNA binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g21690 mips_01_03_16 "putative glycine-rich RNA binding protein"
mips_01_03_16_01
mips_20_25_16_09
mips_40_25
at_At2g22090 mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g23350 mips_01_03_16 "putative poly(A) binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
at_At2g24590 - mips_04_05_05 "putative RSZp22 splicing factor"
mips_05_07
at_At2g27330 mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
mips_05_07
mips_05_99
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_01
at_At2g33410 mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
at_At2g37340 - mips_04_05_05 "unknown protein"
mips_04_05_05_01
mips_25_05_25
mips_33
mips_33_03
mips_33_03_99
mips_63_03_03
at_At2g41060 mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g42240 - mips_04_05_05 "putative RNA-binding protein"
mips_04_05_05_01
mips_04_05_05_01_10
mips_04_05_05_05
mips_06_10
mips_40_10_99
mips_63_03_03
at_At2g43370 mips_01_03 "putative U1 small nuclear ribonucleoprotein 70 kDa"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g07810 - mips_01_03_99 "putative RNA-binding protein"
mips_03_03_02
mips_04_99
at_At3g09160 - mips_04_05_05 "putative RNA-binding protein"
mips_05_07
mips_05_99
at_At3g14100 - mips_04_05_05 "oligouridylate binding protein, putative"
at_At3g15010 mips_01_03_16 "RNA-binding protein"
mips_01_03_16_01
mips_13_11
mips_20_25_16
mips_20_25_16_09
at_At3g20890 - mips_25_05_10 "unknown protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g26120 mips_01_03_16 "RNA-binding protein, putative"
mips_01_03_16_01
mips_20_25_16_09
at_At3g48830 - mips_04_03 "putative protein"
mips_04_03_06
mips_04_05_05
mips_04_05_05_05
at_At3g49390 mips_01_03_16 "RNA-binding - like protein"
mips_01_03_16_01
mips_04_05_05
mips_20_25_16
mips_20_25_16_09
at_At3g51950 - mips_04_05_05 "unknown protein"
mips_05_04
at_At3g52380 mips_01 "RNA-binding protein cp33 precursor"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_40_26
mips_40_26_03
mips_63
mips_63_03
at_At3g52660 mips_01_03_16 "putative RNA binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
at_At3g53500 mips_01 "splicing factor - like protein"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04
mips_04_05
mips_04_05_01
mips_04_05_05
mips_04_05_05_01
mips_04_07
mips_04_09
mips_05
mips_05_04
mips_05_04_01
mips_40_03
mips_63
mips_63_03
at_At3g54770 - mips_04_05_05 "RNA binding protein - like"
mips_04_09
mips_40_10_99
at_At3g56860 mips_01_03_16 "unknown protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At4g02430 mips_01_03_16 ""
mips_01_03_16_01
mips_04_05_05_01
mips_20_25_16
mips_20_25_16_09
at_At4g09040 - mips_04_05_05 "putative protein"
mips_04_09
mips_05_07
mips_05_99
mips_25_05
at_At4g10610 mips_01_03_16 "RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At4g13850 - mips_14_10 "glycine-rich RNA-binding protein AtGRP2 - like"
mips_14_10_02
mips_20_25
mips_20_25_16
mips_40_25
at_At4g14300 - mips_04_05_05 "ribonucleoprotein like protein"
mips_04_09
mips_25_05
mips_30
mips_30_10_03
mips_40_10_99
at_At4g20030 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_04_05_05_05
mips_05_04
mips_40_10_99
at_At4g24420 - mips_04_05_05 "hypothetical protein"
mips_25_05_13
mips_33_03_13
mips_35_03_17
at_At4g32720 mips_01_03 "putative RNA-binding protein LAH1"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
at_At4g36960 - mips_25_05_10 "unknown protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g02530 - mips_04_05_01_01 "putative protein"
mips_04_05_05
at_At5g03480 mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At5g04210 - mips_04_05_05 "RNA binding protein - like"
mips_04_05_05_05
at_At5g04280 - mips_04_05_05 "RNA-binding protein-like"
mips_25_05_25
mips_35
mips_35_03
mips_35_03_15
mips_40_10_99
at_At5g09880 - mips_04_05_05 "splicing factor-like protein"
mips_04_05_05_01
at_At5g19350 mips_01_03 "DNA binding protein ACBF - like"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At5g19960 - mips_06 "glycine-rich RNA-binding protein - like"
mips_13
mips_13_05
mips_25_05
mips_25_05_15
mips_35_03_12
mips_40_04
mips_63_01
mips_63_19
at_At5g25780 - mips_14_04_03_05 "PRT1"
mips_20_25
mips_20_25_01
mips_20_25_01_03
at_At5g46250 - mips_04_03 "unknown protein"
mips_04_05_05
mips_04_05_05_99
mips_04_99
mips_63_03_03
at_At5g47320 - mips_25_05_13 "40S ribosomal protein S19"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At5g51120 - mips_04_05_99 "putative polyA-binding protein II"
at_At5g51300 - mips_04_05_05 "putative protein"
mips_04_05_05_01
at_At5g51730 - mips_04 "putative protein"
mips_04_05_05
mips_04_05_99
mips_13
mips_13_05
mips_14_04
mips_25_05
mips_40_10
mips_98
at_At5g53720 - mips_04_05_05 "putative protein"
mips_04_09
at_At5g55670 - mips_04_05 "unknown protein"
mips_04_05_05
mips_04_05_05_01
mips_11
mips_11_01
mips_13
mips_13_11
mips_25
mips_25_05
mips_25_05_25
mips_35
mips_35_03
mips_35_03_15
mips_40_10_99
mips_63_01
mips_63_03
at_At5g60170 - mips_04_05 "putative protein"
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_03
mips_25
mips_63_03
Propertest Accuracy: 33/69 (47.83%)
Propertest Frequency class 'mips_01_03_16': 66/3048 (2.17%)
New (unknown) data (1980 items):
at_At1g17640 - no entry null
at_At1g21320 - no entry null
at_At1g51530 - no entry null
at_At1g60830 - no entry null
at_At1g67950 - no entry null
at_At1g79100 - no entry null
at_At2g05370 - no entry null
at_At2g07740 - mips_29_01 "putative Ta11-like non-LTR retroelement protein"
mips_29_02
at_At2g21440 - no entry null
at_At2g47580 - mips_05_07 "small nuclear ribonucleoprotein U1A"
mips_05_99
at_At3g46470 - no entry null
at_At3g49500 - mips_03 "RNA-directed RNA polymerase"
mips_03_03
mips_11
mips_11_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_98
at_At3g52980 - no entry null
at_At4g08750 - no entry null
at_At4g11130 - no entry null
at_At4g16280 - no entry null
at_At4g19610 - no entry null
at_At4g24770 - no entry null
at_At5g05430 - no entry null
at_At5g12190 - no entry null
at_At5g25200 - mips_29_01 "putative protein"
at_At5g28330 - mips_04_07 "putative protein"
mips_04_09
at_At5g46870 - no entry null
at_At5g53680 - mips_05_07 "putative protein"
mips_05_99
at_At1g14790 - no entry null
at_At1g27750 - mips_08_07 "hypothetical protein"
mips_40_09
at_At1g31600 - no entry null
at_At1g58470 - mips_04_99 "putative protein"
at_At1g60200 - mips_63_06 ""
at_At1g73530 - no entry null
at_At1g76940 - no entry null
at_At2g27790 - no entry null
at_At2g33440 - no entry null
at_At2g37510 - mips_40_25 "putative RNA-binding protein"
at_At3g15605 - no entry null
at_At3g19330 - mips_05 "hypothetical protein"
mips_05_07
mips_05_99
mips_63
mips_63_03
at_At3g21100 - no entry null
at_At3g23900 - no entry null
at_At3g26420 - no entry null
at_At3g46020 - no entry null
at_At3g52150 - no entry null
at_At3g56510 - no entry null
at_At4g17720 - no entry null
at_At5g02740 - no entry null
at_At5g04600 - no entry null
at_At5g07060 - mips_10_01 "RNA-binding protein-like"
mips_30
mips_63_03
at_At5g32450 - no entry null
at_At5g41690 - no entry null
at_At5g54900 - no entry null
at_At5g58130 - no entry null
at_At1g05970 - no entry null
at_At1g14340 - no entry null
at_At3g54510 - no entry null
at_At3g55340 - no entry null
at_At4g12640 - no entry null
at_At5g06210 - mips_40_25 "unknown protein"
at_At5g23590 - mips_06 "putative protein"
mips_06_01
mips_11
mips_11_01
mips_13
mips_13_11
mips_40
mips_40_10
mips_40_16
at_At5g25060 - no entry null
at_At5g25600 - mips_29_01 "putative protein"
------------------
Rule 756
a.118.8 > 0.019
d.1 > 0.004
d.17.4 > 3.7e-18
d.58.7 <= 0.00037
g.44.1 > 0.013
-> class mips_20_25_16 "immune response"
Evaluation on training data (3968 items):
at_At1g07360 - mips_04_05_05 "Unknown protein (At1g07360; F22G5.30)"
at_At1g11650 mips_01_03_16 "putative DNA binding protein"
mips_01_03_16_01
mips_20_25
mips_20_25_16_09
at_At1g13690 - mips_04_05_05_01 "AtE1 (atE1)"
at_At1g16610 - mips_25_05_10 "arginine/serine-rich protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At1g18630 mips_04_09 "unknown protein"
mips_14_10
mips_14_10_02
mips_20_25_16
mips_40_25
at_At1g23860 - mips_01_03_16 "9G8-like splicing factor / SRZ-21"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_33_03_99
at_At1g27050 - mips_67_50 "unknown protein"
mips_67_50_25
at_At1g27650 - mips_04_05_05_01 "U2 snRNP auxiliary factor, putative"
mips_04_05_05_01_10
at_At1g30480 - mips_04_05_01_04_03 "DNA damage repair protein, putative"
at_At1g37140 - mips_03_03_02 "hypothetical protein"
at_At1g43190 mips_01_03_16 "hypothetical protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g47500 mips_01_03 "hypothetical protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_05
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g49600 mips_01_03 "DNA binding protein ACBF, putative"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_63_03
at_At1g50300 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g51510 - mips_25_05_13 "unknown protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At1g51520 - mips_25_05_25 "unknown protein"
at_At1g55310 mips_01_03_16 "Serine/arginine-rich protein"
mips_01_03_16_01
mips_20_25_16_09
at_At1g60900 - mips_04_05_05 "putative U2 snRNP auxiliary factor"
mips_04_05_05_01
mips_25_05_10
mips_25_05_13
at_At1g66260 mips_01_03_16 "RNA and export factor binding protein, putative"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g72800 - mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_04_01
mips_04_01_04
mips_04_03
mips_04_03_03
mips_40_10_07
mips_63_03_03
at_At1g76460 - mips_04_05_05 "putative RNA-binding protein"
mips_04_09
mips_40_10_99
at_At1g79880 - mips_25_05_10 "putative RNA-binding protein"
mips_25_05_13
mips_33_03_13
mips_35_03_17
at_At2g14160 - mips_14 "putative glycine-rich RNA-binding protein"
mips_14_10
mips_14_10_02
mips_40
mips_63
mips_63_03
mips_99
at_At2g14550 mips_01_03_16 "putative spliceosome associated protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At2g14870 mips_01 "hypothetical protein"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40
mips_40_03
mips_63
mips_63_03
at_At2g16260 mips_01_03 "putative glycine-rich RNA-binding protein"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_05_07
mips_05_99
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At2g16940 mips_01_03_16 "splicing factor like protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At2g22100 - mips_14_10 "putative RNA-binding protein"
mips_14_10_02
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At2g29580 - mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
at_At2g30260 - mips_03_01 "putative small nuclear ribonucleoprotein U2B"
mips_03_01_05
mips_03_03
mips_03_03_02
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_99
mips_62_01_07
mips_62_02
mips_62_02_01
at_At2g42890 - mips_01_03_16 "MEI2-like protein (MEI2)"
mips_01_03_16_01
mips_01_03_99
mips_03_03_02
mips_04_07
mips_04_09
at_At2g44710 mips_01_03 "putative heterogeneous nuclear ribonucleoprotein"
mips_01_03_16
mips_01_03_16_01
mips_05_07
mips_05_99
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At2g46610 mips_01_03 "putative arginine/serine-rich splicing factor"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At2g47310 mips_01_03 "putative FCA-related protein"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g08000 - mips_04_05_05 "putative RNA-binding protein"
mips_14_10
mips_14_10_02
at_At3g10400 - mips_25_05_13 "hypothetical protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
at_At3g11400 mips_01_03 "putative eukaryotic translation initiation factor 3 subunit"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g14450 mips_01_03 "RNA-binding protein, putative"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g16380 mips_01_03_16 "putative poly(A) binding protein"
mips_01_03_16_01
mips_04
mips_04_05_05
mips_20_25_16_09
mips_40_10
at_At3g18610 - mips_04_99 "unknown protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At3g19090 - mips_43 "RNA-binding protein, putative"
mips_43_03
mips_43_03_09
mips_43_03_09_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_17
mips_62_01
mips_62_01_05
mips_63_03_03
at_At3g19130 mips_01_03_16 "nuclear acid binding protein, putative"
mips_01_03_16_01
mips_13_11
mips_20_25_16
mips_20_25_16_09
at_At3g20930 mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_05_07
mips_05_99
mips_20_25
mips_20_25_16_09
mips_40_26
mips_40_26_03
at_At3g47120 - mips_05 "putative RNA-binding protein"
mips_05_07
mips_05_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g50090 - mips_01 "putative protein"
mips_01_03
mips_01_03_16
mips_03
mips_04
mips_04_05
mips_04_05_05
mips_05
mips_05_04
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_99
at_At3g50670 - mips_01_03_16 "U1 snRNP 70K protein"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05_01
mips_04_07
mips_04_09
mips_05_04_01
mips_08_01
mips_11_01_05
at_At3g54230 - mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
at_At3g61860 - mips_01_03 "ARGININE/SERINE-RICH SPLICING FACTOR RSP31"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_04_05_05_01
mips_05
mips_13_11
mips_13_11_11
mips_20
mips_20_25
mips_63_03_03
at_At3g63450 - mips_25_05_25 "putative protein"
at_At4g00830 - mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
mips_08_01
mips_11_01_05
at_At4g03110 - mips_04_05 "putative ribonucleoprotein"
mips_04_05_05
mips_05
mips_05_07
mips_05_99
mips_40_03
mips_63_03
mips_63_03_03
at_At4g10110 - mips_04_05_05 "putative protein"
mips_04_05_05_01
mips_40_10_99
mips_63_03_03
at_At4g12630 - mips_04_05_05 "putative protein"
mips_04_05_05_01
mips_04_99
mips_20_25
mips_40_10_99
at_At4g25500 mips_01_03_16 "splicing factor At-SRp40"
mips_01_03_16_01
mips_04_05_05_01
mips_20_25_16_09
at_At4g26650 mips_01_03_16 "hnRNP-like protein"
mips_01_03_16_01
mips_04_99
mips_20_25_16
mips_20_25_16_09
at_At4g27000 mips_01_03_16 "putative DNA binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At4g31580 mips_04_05_05_01 "splicing factor 9G8-like SR protein / SRZ-22"
mips_04_05_05_01_10
mips_20_25_16
mips_63_03_03
at_At4g34110 mips_01_03_16 "poly(A)-binding protein"
mips_01_03_16_01
mips_04_05_05
mips_05_07
mips_05_99
mips_20_25_16_09
at_At4g36690 - mips_04_05_05_01 "splicing factor like protein"
mips_04_05_05_01_10
mips_04_05_05_05
mips_63_03_03
at_At4g39260 - mips_04 "glycine-rich protein (clone AtGRP8)"
mips_04_05
mips_04_05_05
mips_04_05_05_05
mips_11
mips_11_01
mips_13
mips_13_11
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_98
mips_99
at_At5g06000 - mips_05_04_01 "eukaryotic translation initiation factor 3 subunit-like protein"
at_At5g07290 mips_01_03_16 "Mei2-like protein"
mips_01_03_16_01
mips_03_03_02
mips_20_25_16_09
at_At5g07930 - mips_03_03_02 "putative protein"
at_At5g10350 - mips_04_05_05_05 "RNA binding protein - like"
mips_04_05_05_11
mips_04_07
mips_08_01
mips_13_05
at_At5g10800 - mips_20 "putative protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g16260 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_20_25
mips_20_25_16_09
at_At5g16840 - mips_40_10_07 "unknown protein"
at_At5g18810 - mips_04_05_05 "Serine/arginine rich protein - like"
mips_14_10
mips_14_10_02
at_At5g24440 - mips_04_05_05 "RNA-binding protein-like"
mips_05_07
mips_05_99
at_At5g27640 - mips_14_04_03_05 "TRANSLATION INITIATION FACTOR 3 SUBUNIT 9-like protein"
at_At5g37720 - mips_01 "putative protein"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_05
mips_40
mips_40_03
mips_63
mips_63_03
at_At5g42820 - mips_04_05_05 "U2 snRNP auxiliary factor, small subunit"
mips_04_05_05_01
mips_04_05_05_01_10
mips_40_10_99
at_At5g44200 - mips_04_05_05 "nuclear cap-binding protein; CBP20 (gb|AAD29697.1)"
mips_05_04
mips_05_04_01
mips_63_03_03
at_At5g50250 - mips_04_05_05 "RNA-binding protein-like"
mips_05_07
mips_05_99
at_At5g52040 mips_01_03_16 "arginine/serine-rich splicing factor RSP41 homolog"
mips_01_03_16_01
mips_04_05_05_01
mips_20_25_16
mips_20_25_16_09
at_At5g55550 mips_01_03_16 "RNA-binding protein-like"
mips_01_03_16_01
mips_04_99
mips_20_25
mips_20_25_16_09
at_At5g58470 - mips_40_10_03 "RNA/ssDNA-binding protein - like"
at_At5g59860 - mips_04_05 "RNA-binding protein - like"
mips_04_05_05
mips_04_05_05_05
mips_40_03
mips_40_10_99
mips_63_03
at_At5g61030 - mips_04_01 "RNA-binding protein - like"
mips_04_01_04
mips_04_05_05
mips_14_10
mips_14_10_02
mips_40_10_99
at_At5g66010 - mips_25_05_13 "putative protein"
mips_25_05_25
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_63_03_03
Training Accuracy: 29/80 (36.25%)
Training Frequency class 'mips_20_25_16': 122/3968 (3.07%)
Evaluation on validation data (1980 items):
at_At1g02840 mips_01_03_16 "ribonucleoprotein SF-2 like protein"
mips_01_03_16_01
mips_20_25_16_09
at_At1g06960 - mips_04_05_05 "putative protein"
mips_04_05_05_01
mips_04_05_05_01_99
mips_05_07
mips_05_99
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_63_03_03
at_At1g07350 - mips_03 "transformer-SR ribonucleoprotein, putative"
mips_03_01
mips_03_01_09
mips_03_01_09_05
mips_33
mips_33_03
mips_33_03_99
mips_40_04
mips_63_01
mips_63_03
mips_63_03_03
mips_63_06
mips_63_19
at_At1g09140 - mips_04 "putative SF2/ASF splicing modulator, Srp30"
mips_04_05
mips_04_05_05
mips_05
mips_05_07
mips_05_99
mips_40_03
mips_63
mips_63_03
at_At1g09230 mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g10320 - mips_04_05_05_01 "unknown protein"
at_At1g22760 - mips_01_03 "putative polyA-binding protein, PAB3"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05
mips_05_04_01
mips_06_10
mips_08_01
mips_11_01
mips_11_01_05
mips_11_01_99
at_At1g34140 mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g47490 mips_01_03_16 "unknown protein"
mips_01_03_16_01
mips_05_07
mips_05_99
mips_14_10
mips_14_10_02
mips_20_25_16
mips_40_25
at_At1g49760 mips_01_03_16 "Putative Poly-A Binding Protein (F14J22.3)"
mips_01_03_16_01
mips_05_07
mips_05_99
mips_20_25_16
mips_20_25_16_09
at_At1g53650 mips_01 "RNA-binding protein, putative"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40
mips_40_03
mips_63
mips_63_03
at_At1g71770 mips_01_03_16 "polyadenylate-binding protein 5"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g71800 mips_01_03_16 "cleavage stimulation factor, putative"
mips_01_03_16_01
mips_04_05_05
mips_13
mips_13_11
mips_20_25_16_09
at_At1g73490 mips_01_03_16 ""
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g78260 mips_14_10 "unknown protein"
mips_14_10_02
mips_20_25_16
mips_40_25
at_At2g19380 - mips_01_03 "putative RNA-binding protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
mips_05_07
mips_05_99
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_01
at_At2g24350 mips_20_25_16 "putative poly(A) binding protein"
at_At2g35410 mips_01_03 "putative chloroplast RNA binding protein precursor"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_05_07
mips_05_99
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_63_03
at_At2g36660 - mips_01_03 "putative poly(A) binding protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_01
mips_25_05_03
mips_25_05_04
at_At2g43970 - mips_04_03 "unknown protein"
mips_04_03_03
mips_04_05_05_11
mips_04_05_05_99
mips_04_99
mips_63_03_03
at_At2g46780 - mips_04_05_05 "putative RNA-binding protein"
mips_04_09
mips_04_99
mips_40_10_99
at_At3g06970 mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At3g08530 - mips_08_07 "hypothetical protein"
mips_08_07_22
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_40_09
mips_63_07
at_At3g12640 - mips_25_05_13 "hypothetical protein"
mips_25_05_25
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g13570 - mips_25_05_10 "serine/arginine-rich protein, putative"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
at_At3g13700 mips_01_03 "hypothetical protein"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_63_03
at_At3g23830 mips_14_10 "glycine-rich RNA binding protein, putative"
mips_14_10_02
mips_20_25_16
mips_40_25
at_At3g27700 - mips_25_05_15 "unknown protein"
mips_35
mips_35_03
mips_35_03_12
mips_63_07
at_At3g48840 mips_01_03_16 "hypothetical protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At3g49430 - mips_04_05_05 "PRE-MRNA SPLICING FACTOR SF2-like protein"
mips_14_10_02
at_At3g53460 - mips_04_05_05 "RNA-binding protein cp29 protein"
mips_25_05_10
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g55460 - mips_14_10 "putative RNA binding protein"
mips_14_10_02
at_At4g13860 - mips_04_05_05 "RNA-binding protein like"
mips_04_05_05_05
mips_11_01
mips_13_11
mips_25_05_25
mips_40_10_99
mips_40_26
mips_40_26_03
at_At5g03500 - mips_25_05_13 "putative protein"
mips_25_05_25
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g05720 - mips_14_10 "putative protein"
mips_14_10_02
at_At5g19030 - mips_04_05_05 "putative protein"
mips_04_09
at_At5g28390 - mips_04_05_05 "putative protein"
mips_04_09
at_At5g46840 - mips_40_25 "unknown protein"
mips_40_26
mips_40_26_03
at_At5g47620 - mips_04_99 "RNA-binding protein-like"
mips_05_07
mips_05_99
mips_25_05_25
at_At5g53180 - mips_04_05_05 "polypyrimidine tract-binding RNA transport protein-like"
at_At5g53700 - mips_25_05_13 "putative protein"
mips_33_03_11
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At5g54580 mips_14_10 "unknown protein"
mips_14_10_02
mips_20_25_16
mips_40_25
at_At5g59950 - mips_04_03 "transcriptional coactivator - like protein"
mips_04_03_03
mips_04_05_01_01
at_At5g61960 - mips_03_03 "Mei2-like protein"
mips_03_03_02
mips_04_05_05
at_At5g64200 - mips_04_05_05_05 "putative protein"
at_At5g65260 - mips_04_05_05 "poly(A)-binding protein II-like"
mips_04_05_05_05
mips_04_05_05_11
mips_04_05_99
mips_04_07
mips_08_01
mips_13_05
Validation Accuracy: 17/46 (36.96%)
Validation Frequency class 'mips_20_25_16': 58/1980 (2.93%)
Evaluation on propertest data (3048 items):
at_At1g01080 mips_01_03 "ribonucleoprotein, putative"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05
mips_20_25
mips_20_25_16_09
at_At1g13190 mips_01 "Unknown protein (At1g13190; F3F19.21)"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_04_05
mips_04_05_05
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40
mips_40_03
mips_63
mips_63_03
at_At1g17370 mips_01_03 "oligouridylate binding protein, putative"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g20880 mips_01_03 "At1g20880/F9H16_14"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g21570 mips_01_03_16 "glycine-rich RNA-binding protein grp1a, putative"
mips_01_03_16_01
mips_20_25_16_09
at_At1g22330 mips_01_03 "hypothetical protein"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g32790 mips_01_03_16 "RNA-binding protein, putative"
mips_01_03_16_01
mips_20_25_16_09
at_At1g33470 - mips_25_05_13 "unknown protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At1g33980 - mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_05_07
at_At1g45100 mips_01_03_16 "similar to poly(A)-binding protein gb|AAC25510.1"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g48920 - mips_04 "hypothetical protein"
mips_04_05
mips_04_05_05
mips_04_99
mips_05
mips_05_07
mips_05_99
mips_40
mips_40_03
mips_63
mips_63_03
at_At1g53720 mips_05 "hypothetical protein"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At1g54080 mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16_09
at_At1g60000 - mips_25_05_13 "unknown protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_40_10
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At1g60650 - mips_04_05_01 "putative RNA-binding protein"
mips_04_05_01_04
mips_04_05_01_04_03
mips_33_03_99
mips_63_01
mips_63_03
mips_63_03_03
at_At1g67770 mips_01_03 "terminal ear1-like protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g74230 - mips_25_05_13 "putative RNA-binding protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At2g05160 - mips_01_03 "hypothetical protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05
mips_05_07
mips_05_99
at_At2g18510 mips_04_05 "putative spliceosome associated protein"
mips_04_05_01
mips_04_05_01_04
mips_04_05_05
mips_14
mips_20
mips_14_10
mips_14_10_02
mips_20_25
mips_20_25_16
mips_40_03
mips_40_25
mips_63_03
at_At2g21660 mips_01_03_16 "glycine-rich RNA binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g21690 mips_01_03_16 "putative glycine-rich RNA binding protein"
mips_01_03_16_01
mips_20_25_16_09
mips_40_25
at_At2g22090 mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g23350 - mips_01_03_16 "putative poly(A) binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
at_At2g24590 - mips_04_05_05 "putative RSZp22 splicing factor"
mips_05_07
at_At2g27330 - mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
mips_05_07
mips_05_99
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_01
at_At2g33410 - mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
at_At2g37340 - mips_04_05_05 "unknown protein"
mips_04_05_05_01
mips_25_05_25
mips_33
mips_33_03
mips_33_03_99
mips_63_03_03
at_At2g41060 mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g42240 - mips_04_05_05 "putative RNA-binding protein"
mips_04_05_05_01
mips_04_05_05_01_10
mips_04_05_05_05
mips_06_10
mips_40_10_99
mips_63_03_03
at_At2g43370 mips_01_03 "putative U1 small nuclear ribonucleoprotein 70 kDa"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g07810 - mips_01_03_99 "putative RNA-binding protein"
mips_03_03_02
mips_04_99
at_At3g09160 - mips_04_05_05 "putative RNA-binding protein"
mips_05_07
mips_05_99
at_At3g14100 - mips_04_05_05 "oligouridylate binding protein, putative"
at_At3g15010 mips_01_03_16 "RNA-binding protein"
mips_01_03_16_01
mips_13_11
mips_20_25_16
mips_20_25_16_09
at_At3g20890 - mips_25_05_10 "unknown protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g26120 mips_01_03_16 "RNA-binding protein, putative"
mips_01_03_16_01
mips_20_25_16_09
at_At3g48830 - mips_04_03 "putative protein"
mips_04_03_06
mips_04_05_05
mips_04_05_05_05
at_At3g49390 mips_01_03_16 "RNA-binding - like protein"
mips_01_03_16_01
mips_04_05_05
mips_20_25_16
mips_20_25_16_09
at_At3g51950 - mips_04_05_05 "unknown protein"
mips_05_04
at_At3g52380 mips_01 "RNA-binding protein cp33 precursor"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_40_26
mips_40_26_03
mips_63
mips_63_03
at_At3g52660 - mips_01_03_16 "putative RNA binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
at_At3g53500 - mips_01 "splicing factor - like protein"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04
mips_04_05
mips_04_05_01
mips_04_05_05
mips_04_05_05_01
mips_04_07
mips_04_09
mips_05
mips_05_04
mips_05_04_01
mips_40_03
mips_63
mips_63_03
at_At3g54770 - mips_04_05_05 "RNA binding protein - like"
mips_04_09
mips_40_10_99
at_At3g56860 mips_01_03_16 "unknown protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At4g02430 mips_01_03_16 ""
mips_01_03_16_01
mips_04_05_05_01
mips_20_25_16
mips_20_25_16_09
at_At4g09040 - mips_04_05_05 "putative protein"
mips_04_09
mips_05_07
mips_05_99
mips_25_05
at_At4g10610 mips_01_03_16 "RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At4g13850 mips_14_10 "glycine-rich RNA-binding protein AtGRP2 - like"
mips_14_10_02
mips_20_25
mips_20_25_16
mips_40_25
at_At4g14300 - mips_04_05_05 "ribonucleoprotein like protein"
mips_04_09
mips_25_05
mips_30
mips_30_10_03
mips_40_10_99
at_At4g20030 - mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_04_05_05_05
mips_05_04
mips_40_10_99
at_At4g24420 - mips_04_05_05 "hypothetical protein"
mips_25_05_13
mips_33_03_13
mips_35_03_17
at_At4g32720 - mips_01_03 "putative RNA-binding protein LAH1"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
at_At4g36960 - mips_25_05_10 "unknown protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g02530 - mips_04_05_01_01 "putative protein"
mips_04_05_05
at_At5g03480 mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At5g04210 - mips_04_05_05 "RNA binding protein - like"
mips_04_05_05_05
at_At5g04280 - mips_04_05_05 "RNA-binding protein-like"
mips_25_05_25
mips_35
mips_35_03
mips_35_03_15
mips_40_10_99
at_At5g09880 - mips_04_05_05 "splicing factor-like protein"
mips_04_05_05_01
at_At5g19350 mips_01_03 "DNA binding protein ACBF - like"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At5g19960 - mips_06 "glycine-rich RNA-binding protein - like"
mips_13
mips_13_05
mips_25_05
mips_25_05_15
mips_35_03_12
mips_40_04
mips_63_01
mips_63_19
at_At5g25780 - mips_14_04_03_05 "PRT1"
mips_20_25
mips_20_25_01
mips_20_25_01_03
at_At5g46250 - mips_04_03 "unknown protein"
mips_04_05_05
mips_04_05_05_99
mips_04_99
mips_63_03_03
at_At5g47320 - mips_25_05_13 "40S ribosomal protein S19"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At5g51120 - mips_04_05_99 "putative polyA-binding protein II"
at_At5g51300 - mips_04_05_05 "putative protein"
mips_04_05_05_01
at_At5g51730 - mips_04 "putative protein"
mips_04_05_05
mips_04_05_99
mips_13
mips_13_05
mips_14_04
mips_25_05
mips_40_10
mips_98
at_At5g53720 - mips_04_05_05 "putative protein"
mips_04_09
at_At5g55670 - mips_04_05 "unknown protein"
mips_04_05_05
mips_04_05_05_01
mips_11
mips_11_01
mips_13
mips_13_11
mips_25
mips_25_05
mips_25_05_25
mips_35
mips_35_03
mips_35_03_15
mips_40_10_99
mips_63_01
mips_63_03
at_At5g60170 - mips_04_05 "putative protein"
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_03
mips_25
mips_63_03
Propertest Accuracy: 27/69 (39.13%)
Propertest Frequency class 'mips_20_25_16': 83/3048 (2.72%)
New (unknown) data (1980 items):
at_At1g17640 - no entry null
at_At1g51530 - no entry null
at_At1g60830 - no entry null
at_At1g67950 - no entry null
at_At1g79100 - no entry null
at_At2g21440 - no entry null
at_At2g47580 - mips_05_07 "small nuclear ribonucleoprotein U1A"
mips_05_99
at_At3g46470 - no entry null
at_At3g49500 - mips_03 "RNA-directed RNA polymerase"
mips_03_03
mips_11
mips_11_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_98
at_At3g52980 - no entry null
at_At4g08750 - no entry null
at_At4g11130 - no entry null
at_At4g16280 - no entry null
at_At4g19610 - no entry null
at_At4g24770 - no entry null
at_At5g05430 - no entry null
at_At5g12190 - no entry null
at_At5g28330 - mips_04_07 "putative protein"
mips_04_09
at_At5g46870 - no entry null
at_At5g53680 - mips_05_07 "putative protein"
mips_05_99
at_At1g14790 - no entry null
at_At1g27750 - mips_08_07 "hypothetical protein"
mips_40_09
at_At1g31600 - no entry null
at_At1g58470 - mips_04_99 "putative protein"
at_At1g60200 - mips_63_06 ""
at_At1g73530 - no entry null
at_At1g76940 - no entry null
at_At2g27790 - no entry null
at_At2g33440 - no entry null
at_At2g37510 - mips_40_25 "putative RNA-binding protein"
at_At3g19330 - mips_05 "hypothetical protein"
mips_05_07
mips_05_99
mips_63
mips_63_03
at_At3g21100 - no entry null
at_At3g23900 - no entry null
at_At3g26420 - no entry null
at_At3g46020 - no entry null
at_At3g52150 - no entry null
at_At3g56510 - no entry null
at_At4g17720 - no entry null
at_At5g02740 - no entry null
at_At5g04600 - no entry null
at_At5g07060 - mips_10_01 "RNA-binding protein-like"
mips_30
mips_63_03
at_At5g32450 - no entry null
at_At5g41690 - no entry null
at_At5g54900 - no entry null
at_At5g58130 - no entry null
at_At1g05970 - no entry null
at_At1g14340 - no entry null
at_At3g54510 - no entry null
at_At3g55340 - no entry null
at_At4g12640 - no entry null
at_At5g06210 - mips_40_25 "unknown protein"
at_At5g23590 - mips_06 "putative protein"
mips_06_01
mips_11
mips_11_01
mips_13
mips_13_11
mips_40
mips_40_10
mips_40_16
at_At5g25060 - no entry null
------------------
Rule 850
b.38.1 <= 2.5e-08
f > 0.016
-> class mips_04_05_05 "mRNA processing (splicing, 5'-, 3'-end processing)"
Evaluation on training data (3968 items):
at_At1g03330 mips_04_05_05 "unknown protein"
mips_04_05_05_01
mips_04_05_05_01_10
mips_30_10
mips_30_10_07
mips_40_10_07
mips_40_10_99
mips_63_03_03
at_At1g19120 mips_04_05_05_01 "unknown protein"
mips_04_05_05_03
mips_04_05_05_05
mips_04_05_05_11
mips_04_05_99
mips_40_10_07
mips_62_01_07
at_At1g21190 mips_04_05_05_01 "putative protein"
mips_40_10_07
at_At1g65700 mips_04_05_05_01 "small nuclear ribonucleoprotein, putative"
mips_40_10_07
at_At1g76300 mips_04 "putative small nuclear ribonucleoprotein Sm D3"
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_40
mips_40_10
mips_40_10_07
mips_40_10_99
mips_63
mips_63_01
mips_63_03
at_At2g23930 mips_04_05_05 "putative small nuclear ribonucleoprotein E"
mips_04_05_05_01
mips_40_10_07
at_At3g14010 - mips_03_03 "unknown protein"
mips_03_03_01
mips_03_03_01_01_11
mips_04_05_01_04_03
mips_06_10
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_03
mips_14_01_01
mips_14_01_03
mips_14_04_03_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_01_01_01_02
mips_47_03_01_01_01_99
at_At3g14080 mips_04_05_05 "Sm protein, putative"
mips_04_05_05_01
mips_04_05_05_03
mips_04_05_05_05
mips_04_05_05_11
mips_04_05_99
mips_40_10_07
at_At3g59810 mips_04_05_05 "U6 snRNA-associated Sm-like protein"
mips_04_05_05_01
mips_04_05_05_01_10
mips_40_10_07
mips_40_10_99
at_At3g62840 mips_04_05_05 "small nuclear ribonucleoprotein-like protein"
mips_04_05_05_01
mips_06_10
mips_40_10_07
mips_62_01_07
mips_62_02
mips_62_02_01
at_At5g48870 mips_04_05_05 "Sm-like protein (SAD1)"
mips_04_05_05_01
mips_04_05_05_01_10
mips_40_10_07
mips_40_10_99
mips_63_03_03
Training Accuracy: 10/11 (90.91%)
Training Frequency class 'mips_04_05_05': 146/3968 (3.68%)
Evaluation on validation data (1980 items):
at_At2g03870 mips_04_05_05 "putative snRNP splicing factor"
mips_04_05_05_01
mips_04_05_05_01_99
mips_06_10
mips_30_10
mips_30_10_99
mips_40_10_07
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_63_03_03
at_At2g18740 mips_04_05_05 "putative small nuclear ribonucleoprotein E"
mips_04_05_05_01
mips_40_10_07
mips_40_10_99
at_At2g47640 mips_04_05_05_01 "putative small nuclear ribonucleoprotein D2"
mips_40_10_07
at_At4g02840 mips_04_05_05 "small nuclear riboprotein Sm-D1-like protein"
mips_04_05_05_01
mips_04_05_05_01_10
mips_40_10_07
mips_40_10_99
mips_63_03_03
at_At4g20440 mips_04 "putative snRNP protein"
mips_04_05_05
mips_04_05_05_01
mips_14_04
mips_40_10
mips_40_10_07
at_At5g44500 mips_04_05_05_01 "unknown protein"
mips_40_10_07
Validation Accuracy: 6/6 (100.00%)
Validation Frequency class 'mips_04_05_05': 75/1980 (3.79%)
Evaluation on propertest data (3048 items):
at_At1g20580 mips_04_05_05 "unknown protein"
mips_04_05_05_01
mips_40_10_07
at_At1g76860 mips_04_05_05 "unknown protein"
mips_04_05_05_01
mips_40_10_07
at_At2g43810 mips_04_05_05 "putative small nuclear ribonucleoprotein polypeptide F"
mips_04_05_05_01
mips_04_05_05_01_10
mips_40_10_07
mips_40_10_99
mips_63_03_03
at_At3g07590 mips_04_05_05_01 "putative small nuclear ribonucleoprotein (Sm-D1)"
mips_04_05_05_01_10
mips_40_10_07
at_At3g11500 mips_04 "putative small nuclear ribonucleoprotein polypeptide G"
mips_04_05_05
mips_04_05_05_01
mips_14_04
mips_25_05
mips_40_10
mips_40_10_07
at_At4g30220 mips_04_05_05_01 "snRNP Sm protein F - like"
mips_04_05_05_01_10
mips_40_10_07
at_At4g30330 mips_04_05_05_01 "small nuclear ribonucleoprotein homolog"
mips_40_10_07
at_At5g27720 mips_04_05_05_01 "glycine rich protein - like"
mips_04_05_05_01_10
mips_04_99
mips_40_10_07
mips_63_03_03
Propertest Accuracy: 8/8 (100.00%)
Propertest Frequency class 'mips_04_05_05': 107/3048 (3.51%)
New (unknown) data (1980 items):
at_At2g17000 - no entry null
at_At2g17010 - no entry null
at_At1g78610 - no entry null
at_At3g14810 - no entry null
at_At5g19520 - no entry null
at_At1g53470 - no entry null
at_At5g12080 - no entry null
------------------
Rule 749
b > 0.02
d.17.4 > 3.7e-18
d.58.7 <= 0.015
g.44.1 > 0.013
-> class mips_04_05_05 "mRNA processing (splicing, 5'-, 3'-end processing)"
Evaluation on training data (3968 items):
at_At1g07360 mips_04_05_05 "Unknown protein (At1g07360; F22G5.30)"
at_At1g11650 - mips_01_03_16 "putative DNA binding protein"
mips_01_03_16_01
mips_20_25
mips_20_25_16_09
at_At1g13690 mips_04_05_05_01 "AtE1 (atE1)"
at_At1g16610 - mips_25_05_10 "arginine/serine-rich protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At1g18630 - mips_04_09 "unknown protein"
mips_14_10
mips_14_10_02
mips_20_25_16
mips_40_25
at_At1g22910 mips_01_03 "unknown protein (At1g22910)"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05
mips_04_05_01
mips_04_05_05
mips_04_07
mips_04_09
mips_05
mips_05_04
mips_05_04_01
mips_06_10
mips_08
mips_08_01
mips_11
mips_11_01
mips_11_01_05
mips_11_01_99
mips_14
mips_14_01
mips_14_01_01
mips_25
mips_25_05
mips_25_05_03
mips_25_05_04
mips_25_05_05
mips_25_05_07
mips_25_05_09
mips_25_05_10
mips_25_05_99
mips_30
mips_30_03
at_At1g23860 mips_01_03_16 "9G8-like splicing factor / SRZ-21"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_33_03_99
at_At1g27050 - mips_67_50 "unknown protein"
mips_67_50_25
at_At1g27650 mips_04_05_05_01 "U2 snRNP auxiliary factor, putative"
mips_04_05_05_01_10
at_At1g30480 - mips_04_05_01_04_03 "DNA damage repair protein, putative"
at_At1g37140 - mips_03_03_02 "hypothetical protein"
at_At1g43190 - mips_01_03_16 "hypothetical protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g47500 mips_01_03 "hypothetical protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_05
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g49600 - mips_01_03 "DNA binding protein ACBF, putative"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_63_03
at_At1g50300 - mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g51510 - mips_25_05_13 "unknown protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At1g51520 - mips_25_05_25 "unknown protein"
at_At1g55310 - mips_01_03_16 "Serine/arginine-rich protein"
mips_01_03_16_01
mips_20_25_16_09
at_At1g60900 mips_04_05_05 "putative U2 snRNP auxiliary factor"
mips_04_05_05_01
mips_25_05_10
mips_25_05_13
at_At1g66260 - mips_01_03_16 "RNA and export factor binding protein, putative"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g72800 - mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_04_01
mips_04_01_04
mips_04_03
mips_04_03_03
mips_40_10_07
mips_63_03_03
at_At1g76460 mips_04_05_05 "putative RNA-binding protein"
mips_04_09
mips_40_10_99
at_At1g79880 - mips_25_05_10 "putative RNA-binding protein"
mips_25_05_13
mips_33_03_13
mips_35_03_17
at_At2g14160 - mips_14 "putative glycine-rich RNA-binding protein"
mips_14_10
mips_14_10_02
mips_40
mips_63
mips_63_03
mips_99
at_At2g14550 - mips_01_03_16 "putative spliceosome associated protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At2g14870 - mips_01 "hypothetical protein"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40
mips_40_03
mips_63
mips_63_03
at_At2g16260 - mips_01_03 "putative glycine-rich RNA-binding protein"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_05_07
mips_05_99
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At2g16940 - mips_01_03_16 "splicing factor like protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At2g22100 - mips_14_10 "putative RNA-binding protein"
mips_14_10_02
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At2g29580 mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
at_At2g30260 mips_03_01 "putative small nuclear ribonucleoprotein U2B"
mips_03_01_05
mips_03_03
mips_03_03_02
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_99
mips_62_01_07
mips_62_02
mips_62_02_01
at_At2g42890 - mips_01_03_16 "MEI2-like protein (MEI2)"
mips_01_03_16_01
mips_01_03_99
mips_03_03_02
mips_04_07
mips_04_09
at_At2g43410 mips_01_03_16 "hypothetical protein"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
at_At2g44710 - mips_01_03 "putative heterogeneous nuclear ribonucleoprotein"
mips_01_03_16
mips_01_03_16_01
mips_05_07
mips_05_99
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At2g46610 - mips_01_03 "putative arginine/serine-rich splicing factor"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g08000 mips_04_05_05 "putative RNA-binding protein"
mips_14_10
mips_14_10_02
at_At3g10400 - mips_25_05_13 "hypothetical protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
at_At3g11400 - mips_01_03 "putative eukaryotic translation initiation factor 3 subunit"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g14450 - mips_01_03 "RNA-binding protein, putative"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g16380 mips_01_03_16 "putative poly(A) binding protein"
mips_01_03_16_01
mips_04
mips_04_05_05
mips_20_25_16_09
mips_40_10
at_At3g18610 - mips_04_99 "unknown protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At3g19090 - mips_43 "RNA-binding protein, putative"
mips_43_03
mips_43_03_09
mips_43_03_09_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_17
mips_62_01
mips_62_01_05
mips_63_03_03
at_At3g19130 - mips_01_03_16 "nuclear acid binding protein, putative"
mips_01_03_16_01
mips_13_11
mips_20_25_16
mips_20_25_16_09
at_At3g20930 - mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_05_07
mips_05_99
mips_20_25
mips_20_25_16_09
mips_40_26
mips_40_26_03
at_At3g47120 - mips_05 "putative RNA-binding protein"
mips_05_07
mips_05_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g50090 mips_01 "putative protein"
mips_01_03
mips_01_03_16
mips_03
mips_04
mips_04_05
mips_04_05_05
mips_05
mips_05_04
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_99
at_At3g50100 mips_01_03 "hypothetical protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05_04
mips_62
mips_62_02
mips_62_02_01
mips_63_03_01
mips_63_03_03
at_At3g50670 mips_01_03_16 "U1 snRNP 70K protein"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05_01
mips_04_07
mips_04_09
mips_05_04_01
mips_08_01
mips_11_01_05
at_At3g54230 mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
at_At3g61860 mips_01_03 "ARGININE/SERINE-RICH SPLICING FACTOR RSP31"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_04_05_05_01
mips_05
mips_13_11
mips_13_11_11
mips_20
mips_20_25
mips_63_03_03
at_At3g63450 - mips_25_05_25 "putative protein"
at_At4g00830 - mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
mips_08_01
mips_11_01_05
at_At4g03110 mips_04_05 "putative ribonucleoprotein"
mips_04_05_05
mips_05
mips_05_07
mips_05_99
mips_40_03
mips_63_03
mips_63_03_03
at_At4g10110 mips_04_05_05 "putative protein"
mips_04_05_05_01
mips_40_10_99
mips_63_03_03
at_At4g12630 mips_04_05_05 "putative protein"
mips_04_05_05_01
mips_04_99
mips_20_25
mips_40_10_99
at_At4g18120 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_03_03_02
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
at_At4g24270 mips_04_05_05_01 "unknown protein"
mips_04_05_05_05
mips_04_05_99
mips_63_03_03
at_At4g25500 mips_01_03_16 "splicing factor At-SRp40"
mips_01_03_16_01
mips_04_05_05_01
mips_20_25_16_09
at_At4g26650 - mips_01_03_16 "hnRNP-like protein"
mips_01_03_16_01
mips_04_99
mips_20_25_16
mips_20_25_16_09
at_At4g27000 - mips_01_03_16 "putative DNA binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At4g31580 mips_04_05_05_01 "splicing factor 9G8-like SR protein / SRZ-22"
mips_04_05_05_01_10
mips_20_25_16
mips_63_03_03
at_At4g34110 mips_01_03_16 "poly(A)-binding protein"
mips_01_03_16_01
mips_04_05_05
mips_05_07
mips_05_99
mips_20_25_16_09
at_At4g36690 mips_04_05_05_01 "splicing factor like protein"
mips_04_05_05_01_10
mips_04_05_05_05
mips_63_03_03
at_At4g39260 mips_04 "glycine-rich protein (clone AtGRP8)"
mips_04_05
mips_04_05_05
mips_04_05_05_05
mips_11
mips_11_01
mips_13
mips_13_11
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_98
mips_99
at_At5g06000 - mips_05_04_01 "eukaryotic translation initiation factor 3 subunit-like protein"
at_At5g07290 - mips_01_03_16 "Mei2-like protein"
mips_01_03_16_01
mips_03_03_02
mips_20_25_16_09
at_At5g07930 - mips_03_03_02 "putative protein"
at_At5g10350 mips_04_05_05_05 "RNA binding protein - like"
mips_04_05_05_11
mips_04_07
mips_08_01
mips_13_05
at_At5g10800 - mips_20 "putative protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g16260 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_20_25
mips_20_25_16_09
at_At5g16840 - mips_40_10_07 "unknown protein"
at_At5g18810 mips_04_05_05 "Serine/arginine rich protein - like"
mips_14_10
mips_14_10_02
at_At5g24440 mips_04_05_05 "RNA-binding protein-like"
mips_05_07
mips_05_99
at_At5g37720 mips_01 "putative protein"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_05
mips_40
mips_40_03
mips_63
mips_63_03
at_At5g42820 mips_04_05_05 "U2 snRNP auxiliary factor, small subunit"
mips_04_05_05_01
mips_04_05_05_01_10
mips_40_10_99
at_At5g44200 mips_04_05_05 "nuclear cap-binding protein; CBP20 (gb|AAD29697.1)"
mips_05_04
mips_05_04_01
mips_63_03_03
at_At5g50250 mips_04_05_05 "RNA-binding protein-like"
mips_05_07
mips_05_99
at_At5g52040 mips_01_03_16 "arginine/serine-rich splicing factor RSP41 homolog"
mips_01_03_16_01
mips_04_05_05_01
mips_20_25_16
mips_20_25_16_09
at_At5g55550 - mips_01_03_16 "RNA-binding protein-like"
mips_01_03_16_01
mips_04_99
mips_20_25
mips_20_25_16_09
at_At5g58470 - mips_40_10_03 "RNA/ssDNA-binding protein - like"
at_At5g59860 mips_04_05 "RNA-binding protein - like"
mips_04_05_05
mips_04_05_05_05
mips_40_03
mips_40_10_99
mips_63_03
at_At5g61030 mips_04_01 "RNA-binding protein - like"
mips_04_01_04
mips_04_05_05
mips_14_10
mips_14_10_02
mips_40_10_99
at_At5g66010 - mips_25_05_13 "putative protein"
mips_25_05_25
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_63_03_03
Training Accuracy: 39/83 (46.99%)
Training Frequency class 'mips_04_05_05': 146/3968 (3.68%)
Evaluation on validation data (1980 items):
at_At1g02840 - mips_01_03_16 "ribonucleoprotein SF-2 like protein"
mips_01_03_16_01
mips_20_25_16_09
at_At1g06960 mips_04_05_05 "putative protein"
mips_04_05_05_01
mips_04_05_05_01_99
mips_05_07
mips_05_99
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_63_03_03
at_At1g07350 - mips_03 "transformer-SR ribonucleoprotein, putative"
mips_03_01
mips_03_01_09
mips_03_01_09_05
mips_33
mips_33_03
mips_33_03_99
mips_40_04
mips_63_01
mips_63_03
mips_63_03_03
mips_63_06
mips_63_19
at_At1g09140 mips_04 "putative SF2/ASF splicing modulator, Srp30"
mips_04_05
mips_04_05_05
mips_05
mips_05_07
mips_05_99
mips_40_03
mips_63
mips_63_03
at_At1g09230 - mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g10320 mips_04_05_05_01 "unknown protein"
at_At1g22760 mips_01_03 "putative polyA-binding protein, PAB3"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05
mips_05_04_01
mips_06_10
mips_08_01
mips_11_01
mips_11_01_05
mips_11_01_99
at_At1g29400 mips_03_03 "putative RNA-binding protein MEI2 (At1g29400)"
mips_03_03_02
mips_04_05_05
mips_05
mips_05_07
mips_05_99
at_At1g34140 - mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g47490 - mips_01_03_16 "unknown protein"
mips_01_03_16_01
mips_05_07
mips_05_99
mips_14_10
mips_14_10_02
mips_20_25_16
mips_40_25
at_At1g49760 - mips_01_03_16 "Putative Poly-A Binding Protein (F14J22.3)"
mips_01_03_16_01
mips_05_07
mips_05_99
mips_20_25_16
mips_20_25_16_09
at_At1g53650 - mips_01 "RNA-binding protein, putative"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40
mips_40_03
mips_63
mips_63_03
at_At1g71770 - mips_01_03_16 "polyadenylate-binding protein 5"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g71800 mips_01_03_16 "cleavage stimulation factor, putative"
mips_01_03_16_01
mips_04_05_05
mips_13
mips_13_11
mips_20_25_16_09
at_At1g73490 - mips_01_03_16 ""
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g78260 - mips_14_10 "unknown protein"
mips_14_10_02
mips_20_25_16
mips_40_25
at_At2g19380 mips_01_03 "putative RNA-binding protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
mips_05_07
mips_05_99
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_01
at_At2g24350 - mips_20_25_16 "putative poly(A) binding protein"
at_At2g28450 - mips_03_01_05_01 "putative RNA methyltransferase"
mips_04_03
mips_04_03_03
at_At2g35410 - mips_01_03 "putative chloroplast RNA binding protein precursor"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_05_07
mips_05_99
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_63_03
at_At2g36660 mips_01_03 "putative poly(A) binding protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_01
mips_25_05_03
mips_25_05_04
at_At2g43970 mips_04_03 "unknown protein"
mips_04_03_03
mips_04_05_05_11
mips_04_05_05_99
mips_04_99
mips_63_03_03
at_At2g46780 mips_04_05_05 "putative RNA-binding protein"
mips_04_09
mips_04_99
mips_40_10_99
at_At3g06970 - mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At3g08530 - mips_08_07 "hypothetical protein"
mips_08_07_22
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_40_09
mips_63_07
at_At3g12640 - mips_25_05_13 "hypothetical protein"
mips_25_05_25
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g13570 - mips_25_05_10 "serine/arginine-rich protein, putative"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
at_At3g13700 - mips_01_03 "hypothetical protein"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_63_03
at_At3g23830 - mips_14_10 "glycine-rich RNA binding protein, putative"
mips_14_10_02
mips_20_25_16
mips_40_25
at_At3g27700 - mips_25_05_15 "unknown protein"
mips_35
mips_35_03
mips_35_03_12
mips_63_07
at_At3g48840 - mips_01_03_16 "hypothetical protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At3g49430 mips_04_05_05 "PRE-MRNA SPLICING FACTOR SF2-like protein"
mips_14_10_02
at_At3g53460 mips_04_05_05 "RNA-binding protein cp29 protein"
mips_25_05_10
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g55460 - mips_14_10 "putative RNA binding protein"
mips_14_10_02
at_At4g13860 mips_04_05_05 "RNA-binding protein like"
mips_04_05_05_05
mips_11_01
mips_13_11
mips_25_05_25
mips_40_10_99
mips_40_26
mips_40_26_03
at_At5g03500 - mips_25_05_13 "putative protein"
mips_25_05_25
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g05720 - mips_14_10 "putative protein"
mips_14_10_02
at_At5g19030 mips_04_05_05 "putative protein"
mips_04_09
at_At5g28390 mips_04_05_05 "putative protein"
mips_04_09
at_At5g46840 - mips_40_25 "unknown protein"
mips_40_26
mips_40_26_03
at_At5g47620 - mips_04_99 "RNA-binding protein-like"
mips_05_07
mips_05_99
mips_25_05_25
at_At5g53180 mips_04_05_05 "polypyrimidine tract-binding RNA transport protein-like"
at_At5g53700 - mips_25_05_13 "putative protein"
mips_33_03_11
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At5g54580 - mips_14_10 "unknown protein"
mips_14_10_02
mips_20_25_16
mips_40_25
at_At5g59950 - mips_04_03 "transcriptional coactivator - like protein"
mips_04_03_03
mips_04_05_01_01
at_At5g61960 mips_03_03 "Mei2-like protein"
mips_03_03_02
mips_04_05_05
at_At5g64200 mips_04_05_05_05 "putative protein"
at_At5g65260 mips_04_05_05 "poly(A)-binding protein II-like"
mips_04_05_05_05
mips_04_05_05_11
mips_04_05_99
mips_04_07
mips_08_01
mips_13_05
Validation Accuracy: 19/48 (39.58%)
Validation Frequency class 'mips_04_05_05': 75/1980 (3.79%)
Evaluation on propertest data (3048 items):
at_At1g01080 mips_01_03 "ribonucleoprotein, putative"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05
mips_20_25
mips_20_25_16_09
at_At1g13190 mips_01 "Unknown protein (At1g13190; F3F19.21)"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_04_05
mips_04_05_05
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40
mips_40_03
mips_63
mips_63_03
at_At1g17370 - mips_01_03 "oligouridylate binding protein, putative"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g20880 - mips_01_03 "At1g20880/F9H16_14"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g21570 - mips_01_03_16 "glycine-rich RNA-binding protein grp1a, putative"
mips_01_03_16_01
mips_20_25_16_09
at_At1g22330 - mips_01_03 "hypothetical protein"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g32790 - mips_01_03_16 "RNA-binding protein, putative"
mips_01_03_16_01
mips_20_25_16_09
at_At1g33470 - mips_25_05_13 "unknown protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At1g33980 - mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_05_07
at_At1g45100 - mips_01_03_16 "similar to poly(A)-binding protein gb|AAC25510.1"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g48920 mips_04 "hypothetical protein"
mips_04_05
mips_04_05_05
mips_04_99
mips_05
mips_05_07
mips_05_99
mips_40
mips_40_03
mips_63
mips_63_03
at_At1g54080 - mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16_09
at_At1g60000 - mips_25_05_13 "unknown protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_40_10
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At1g60650 - mips_04_05_01 "putative RNA-binding protein"
mips_04_05_01_04
mips_04_05_01_04_03
mips_33_03_99
mips_63_01
mips_63_03
mips_63_03_03
at_At1g67770 mips_01_03 "terminal ear1-like protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g74230 - mips_25_05_13 "putative RNA-binding protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At2g05160 mips_01_03 "hypothetical protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05
mips_05_07
mips_05_99
at_At2g18510 mips_04_05 "putative spliceosome associated protein"
mips_04_05_01
mips_04_05_01_04
mips_04_05_05
mips_14
mips_20
mips_14_10
mips_14_10_02
mips_20_25
mips_20_25_16
mips_40_03
mips_40_25
mips_63_03
at_At2g21660 - mips_01_03_16 "glycine-rich RNA binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g21690 - mips_01_03_16 "putative glycine-rich RNA binding protein"
mips_01_03_16_01
mips_20_25_16_09
mips_40_25
at_At2g22090 - mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g23350 - mips_01_03_16 "putative poly(A) binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
at_At2g24590 mips_04_05_05 "putative RSZp22 splicing factor"
mips_05_07
at_At2g27330 mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
mips_05_07
mips_05_99
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_01
at_At2g33410 - mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
at_At2g37340 mips_04_05_05 "unknown protein"
mips_04_05_05_01
mips_25_05_25
mips_33
mips_33_03
mips_33_03_99
mips_63_03_03
at_At2g41060 - mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g42240 mips_04_05_05 "putative RNA-binding protein"
mips_04_05_05_01
mips_04_05_05_01_10
mips_04_05_05_05
mips_06_10
mips_40_10_99
mips_63_03_03
at_At2g43370 mips_01_03 "putative U1 small nuclear ribonucleoprotein 70 kDa"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g07810 - mips_01_03_99 "putative RNA-binding protein"
mips_03_03_02
mips_04_99
at_At3g09160 mips_04_05_05 "putative RNA-binding protein"
mips_05_07
mips_05_99
at_At3g14100 mips_04_05_05 "oligouridylate binding protein, putative"
at_At3g15010 - mips_01_03_16 "RNA-binding protein"
mips_01_03_16_01
mips_13_11
mips_20_25_16
mips_20_25_16_09
at_At3g20890 - mips_25_05_10 "unknown protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g26120 - mips_01_03_16 "RNA-binding protein, putative"
mips_01_03_16_01
mips_20_25_16_09
at_At3g48830 mips_04_03 "putative protein"
mips_04_03_06
mips_04_05_05
mips_04_05_05_05
at_At3g49390 mips_01_03_16 "RNA-binding - like protein"
mips_01_03_16_01
mips_04_05_05
mips_20_25_16
mips_20_25_16_09
at_At3g51950 mips_04_05_05 "unknown protein"
mips_05_04
at_At3g52380 - mips_01 "RNA-binding protein cp33 precursor"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_40_26
mips_40_26_03
mips_63
mips_63_03
at_At3g52660 mips_01_03_16 "putative RNA binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
at_At3g53500 mips_01 "splicing factor - like protein"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04
mips_04_05
mips_04_05_01
mips_04_05_05
mips_04_05_05_01
mips_04_07
mips_04_09
mips_05
mips_05_04
mips_05_04_01
mips_40_03
mips_63
mips_63_03
at_At3g54770 mips_04_05_05 "RNA binding protein - like"
mips_04_09
mips_40_10_99
at_At3g56860 - mips_01_03_16 "unknown protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At4g02430 mips_01_03_16 ""
mips_01_03_16_01
mips_04_05_05_01
mips_20_25_16
mips_20_25_16_09
at_At4g09040 mips_04_05_05 "putative protein"
mips_04_09
mips_05_07
mips_05_99
mips_25_05
at_At4g10610 - mips_01_03_16 "RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At4g13850 - mips_14_10 "glycine-rich RNA-binding protein AtGRP2 - like"
mips_14_10_02
mips_20_25
mips_20_25_16
mips_40_25
at_At4g14300 mips_04_05_05 "ribonucleoprotein like protein"
mips_04_09
mips_25_05
mips_30
mips_30_10_03
mips_40_10_99
at_At4g20030 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_04_05_05_05
mips_05_04
mips_40_10_99
at_At4g24420 mips_04_05_05 "hypothetical protein"
mips_25_05_13
mips_33_03_13
mips_35_03_17
at_At4g32720 mips_01_03 "putative RNA-binding protein LAH1"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
at_At4g36960 - mips_25_05_10 "unknown protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g02530 mips_04_05_01_01 "putative protein"
mips_04_05_05
at_At5g03480 - mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At5g04210 mips_04_05_05 "RNA binding protein - like"
mips_04_05_05_05
at_At5g04280 mips_04_05_05 "RNA-binding protein-like"
mips_25_05_25
mips_35
mips_35_03
mips_35_03_15
mips_40_10_99
at_At5g09880 mips_04_05_05 "splicing factor-like protein"
mips_04_05_05_01
at_At5g19350 mips_01_03 "DNA binding protein ACBF - like"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At5g19960 - mips_06 "glycine-rich RNA-binding protein - like"
mips_13
mips_13_05
mips_25_05
mips_25_05_15
mips_35_03_12
mips_40_04
mips_63_01
mips_63_19
at_At5g46250 mips_04_03 "unknown protein"
mips_04_05_05
mips_04_05_05_99
mips_04_99
mips_63_03_03
at_At5g47320 - mips_25_05_13 "40S ribosomal protein S19"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At5g51120 - mips_04_05_99 "putative polyA-binding protein II"
at_At5g51300 mips_04_05_05 "putative protein"
mips_04_05_05_01
at_At5g51730 mips_04 "putative protein"
mips_04_05_05
mips_04_05_99
mips_13
mips_13_05
mips_14_04
mips_25_05
mips_40_10
mips_98
at_At5g53720 mips_04_05_05 "putative protein"
mips_04_09
at_At5g55670 mips_04_05 "unknown protein"
mips_04_05_05
mips_04_05_05_01
mips_11
mips_11_01
mips_13
mips_13_11
mips_25
mips_25_05
mips_25_05_25
mips_35
mips_35_03
mips_35_03_15
mips_40_10_99
mips_63_01
mips_63_03
at_At5g60170 - mips_04_05 "putative protein"
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_03
mips_25
mips_63_03
Propertest Accuracy: 35/67 (52.24%)
Propertest Frequency class 'mips_04_05_05': 107/3048 (3.51%)
New (unknown) data (1980 items):
at_At1g17640 - no entry null
at_At1g21320 - no entry null
at_At1g51530 - no entry null
at_At1g60830 - no entry null
at_At1g67950 - no entry null
at_At1g79100 - no entry null
at_At2g05370 - no entry null
at_At2g07740 - mips_29_01 "putative Ta11-like non-LTR retroelement protein"
mips_29_02
at_At2g21440 - no entry null
at_At2g47580 - mips_05_07 "small nuclear ribonucleoprotein U1A"
mips_05_99
at_At3g46470 - no entry null
at_At3g49500 - mips_03 "RNA-directed RNA polymerase"
mips_03_03
mips_11
mips_11_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_98
at_At3g52980 - no entry null
at_At4g08750 - no entry null
at_At4g11130 - no entry null
at_At4g19610 - no entry null
at_At4g24770 - no entry null
at_At5g05430 - no entry null
at_At5g12190 - no entry null
at_At5g25200 - mips_29_01 "putative protein"
at_At5g28330 - mips_04_07 "putative protein"
mips_04_09
at_At5g46870 - no entry null
at_At5g53680 - mips_05_07 "putative protein"
mips_05_99
at_At1g14790 - no entry null
at_At1g27750 - mips_08_07 "hypothetical protein"
mips_40_09
at_At1g31600 - no entry null
at_At1g58470 - mips_04_99 "putative protein"
at_At1g60200 - mips_63_06 ""
at_At1g73530 - no entry null
at_At1g76940 - no entry null
at_At2g27790 - no entry null
at_At2g33440 - no entry null
at_At2g37510 - mips_40_25 "putative RNA-binding protein"
at_At3g15605 - no entry null
at_At3g19330 - mips_05 "hypothetical protein"
mips_05_07
mips_05_99
mips_63
mips_63_03
at_At3g21100 - no entry null
at_At3g26420 - no entry null
at_At3g46020 - no entry null
at_At3g52150 - no entry null
at_At3g56510 - no entry null
at_At4g17720 - no entry null
at_At5g02740 - no entry null
at_At5g04600 - no entry null
at_At5g07060 - mips_10_01 "RNA-binding protein-like"
mips_30
mips_63_03
at_At5g32450 - no entry null
at_At5g41690 - no entry null
at_At5g54900 - no entry null
at_At5g58130 - no entry null
at_At1g05970 - no entry null
at_At1g14340 - no entry null
at_At3g54510 - no entry null
at_At3g55340 - no entry null
at_At4g12640 - no entry null
at_At5g06210 - mips_40_25 "unknown protein"
at_At5g23590 - mips_06 "putative protein"
mips_06_01
mips_11
mips_11_01
mips_13
mips_13_11
mips_40
mips_40_10
mips_40_16
at_At5g25060 - no entry null
at_At5g25600 - mips_29_01 "putative protein"
------------------
Rule 1025
g.37.1 <= 0.00059
-> class mips_63_17_09 "heavy metal binding (Cu, Fe, Zn)"
Evaluation on training data (3968 items):
at_At1g51220 mips_04_05 "hypothetical protein"
mips_04_05_01
mips_04_05_01_04
mips_63_03
mips_63_03_01
mips_63_03_03
mips_63_17
mips_63_17_09
at_At2g24500 mips_63_17_09 "putative C2H2-type zinc finger protein"
at_At3g23140 mips_04_05_01_04_01 "hypothetical protein"
mips_63_17
mips_63_17_09
at_At3g29340 mips_04 "hypothetical protein"
mips_40_10
mips_63_17_09
at_At5g06070 - mips_14_10 "putative protein"
mips_14_10_02
mips_40_10_07
at_At5g22890 - mips_04_05_01_04_01 "putative protein"
mips_63_01
at_At5g57520 mips_63_17 "zinc finger protein ZFP2"
mips_63_17_09
Training Accuracy: 5/7 (71.43%)
Training Frequency class 'mips_63_17_09': 111/3968 (2.80%)
Evaluation on validation data (1980 items):
at_At1g02040 mips_04_05 "hypothetical protein"
mips_04_05_01
mips_04_05_01_04
mips_63_03
mips_63_03_01
mips_63_03_03
mips_63_17
mips_63_17_09
at_At1g08290 mips_63_03_01 "putative protein"
mips_63_03_03
mips_63_17
mips_63_17_09
at_At1g26590 - mips_63_03_01 "C2H2 zinc finger protein, putative"
at_At1g72050 mips_63_03_03 "At1g72050/F28P5_6"
mips_63_17_09
at_At5g01860 mips_63_17_09 "putative zinc finger protein"
at_At5g40310 - mips_01_03 "zinc finger -like protein"
mips_01_03_16
mips_04_05_05
mips_05_04
mips_62
mips_62_02
mips_62_02_01
mips_63_03_01
mips_63_03_03
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'mips_63_17_09': 56/1980 (2.83%)
Evaluation on propertest data (3048 items):
at_At1g34790 mips_63_03_01 "unknown protein"
mips_63_03_03
mips_63_17
mips_63_17_09
at_At2g41940 - mips_04_05_01_04_03 "zinc finger protein ZFP8"
at_At3g57670 - mips_04_05_01_04_01 "zinc finger - like protein"
at_At3g60580 mips_04 "zinc finger protein - like"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_40_10
mips_63
mips_63_03
mips_63_03_01
mips_63_03_03
mips_63_17
mips_63_17_09
Propertest Accuracy: 2/4 (50.00%)
Propertest Frequency class 'mips_63_17_09': 72/3048 (2.36%)
New (unknown) data (1980 items):
at_At1g13400 - no entry null
at_At1g30970 - mips_63_03 "putative 11-zinc finger protein"
at_At1g67030 - no entry null
at_At1g68130 - no entry null
at_At1g68480 - no entry null
at_At1g75710 - no entry null
at_At1g80730 - no entry null
at_At2g42410 - no entry null
at_At3g53600 - no entry null
at_At4g16610 - no entry null
at_At4g17810 - no entry null
at_At4g25610 - no entry null
at_At5g04340 - no entry null
at_At5g06650 - no entry null
at_At5g15480 - no entry null
at_At5g25160 - no entry null
at_At5g27880 - no entry null
at_At5g42640 - no entry null
at_At5g54360 - no entry null
at_At1g02030 - no entry null
at_At1g25250 - no entry null
at_At1g26610 - no entry null
at_At1g47860 - no entry null
at_At1g49900 - no entry null
at_At1g66140 - no entry null
at_At1g68360 - no entry null
at_At2g15740 - no entry null
at_At2g17180 - no entry null
at_At2g26940 - no entry null
at_At2g28200 - no entry null
at_At2g28710 - no entry null
at_At2g29660 - no entry null
at_At2g45120 - no entry null
at_At3g09290 - no entry null
at_At3g10470 - no entry null
at_At3g20880 - no entry null
at_At3g23130 - no entry null
at_At3g46090 - no entry null
at_At3g49930 - no entry null
at_At4g12240 - no entry null
at_At4g35280 - no entry null
at_At5g03150 - no entry null
at_At5g05120 - no entry null
at_At5g10970 - no entry null
at_At5g14010 - no entry null
at_At5g43540 - no entry null
at_At5g48890 - no entry null
at_At5g54340 - no entry null
at_At5g60470 - no entry null
at_At5g66730 - no entry null
at_At1g03840 - no entry null
at_At1g10480 - no entry null
at_At1g27730 - no entry null
at_At2g18490 - no entry null
at_At2g37430 - no entry null
at_At2g37740 - no entry null
at_At3g19580 - no entry null
at_At3g53820 - no entry null
at_At3g58070 - no entry null
at_At4g02670 - no entry null
at_At5g03510 - no entry null
at_At5g04390 - no entry null
at_At5g43170 - mips_63_01 "Cys2/His2-type zinc finger protein 3 (dbj|BAA85109.1)"
mips_63_03
at_At5g52010 - no entry null
at_At5g56200 - no entry null
at_At5g67450 - no entry null
------------------
Rule 228
b.35 <= 8.3e-05
-> class mips_63_17_09 "heavy metal binding (Cu, Fe, Zn)"
Evaluation on training data (3968 items):
at_At1g14980 - mips_08_02 "mitochondrial chaperonin 10"
mips_11_01_05
mips_11_01_99
at_At1g64710 mips_01_20_01 "putative protein"
mips_01_20_01_05
mips_63_17
mips_63_17_09
mips_67_15
at_At2g21890 - mips_01_05_01_01_03 "putative cinnamyl-alcohol dehydrogenase"
mips_01_20_01
mips_01_20_01_05
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
at_At3g15090 - mips_01_20_01 "zinc-binding dehydrogenase, putative"
mips_01_20_01_05
mips_02_16
at_At4g37970 - mips_01_05_01_01_03 "cinnamyl alcohol dehydrogenase -like protein, LCADa"
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
at_At4g37980 mips_01_05_01_01 "cinnamyl-alcohol dehydrogenase ELI3-1"
mips_01_05_01_01_03
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
mips_40_16
mips_63_09
mips_63_17_09
mips_67_15
at_At5g37960 mips_01_05 "putative protein"
mips_01_06
mips_11
mips_11_07
mips_63_17
mips_63_17_09
at_At5g61510 mips_02 "quinone oxidoreductase - like protein"
mips_01_05_01
mips_02_16
mips_02_16_01
mips_11_07
mips_40_16
mips_63_17
mips_63_17_09
Training Accuracy: 4/8 (50.00%)
Training Frequency class 'mips_63_17_09': 111/3968 (2.80%)
Evaluation on validation data (1980 items):
at_At1g22430 mips_01_20 "Very similar to alcohol dehydrogenase"
mips_01_20_01
mips_01_20_01_05
mips_63_17
mips_63_17_09
mips_67_15
at_At1g22440 mips_01_20_01 "Very similar to alcohol dehydrogenase"
mips_01_20_01_05
mips_63_17_09
at_At1g23740 - mips_02_16 "putative auxin-induced protein"
mips_63_21
mips_63_21_07
at_At1g77120 mips_01_20_01 "alcohol dehydrogenase"
mips_01_20_01_05
mips_63_17_09
at_At2g21730 - mips_01_05_01_01_03 "putative cinnamyl-alcohol dehydrogenase"
mips_01_20_01
mips_01_20_01_05
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
at_At4g39330 - mips_01_20_01 "cinnamyl-alcohol dehydrogenase CAD1"
mips_01_20_01_05
mips_01_20_35
mips_01_20_35_01
mips_02_16
at_At5g16980 mips_63_17_09 "quinone oxidoreductase -like protein"
at_At5g16990 - mips_02 "quinone oxidoreductase - like protein"
mips_01_05_01
mips_01_06
mips_02_16
mips_11_07
at_At5g63620 mips_01_20_01 "alcohol dehydrogenase-like protein"
mips_01_20_01_05
mips_63_17
mips_63_17_09
mips_67_15
Validation Accuracy: 5/9 (55.56%)
Validation Frequency class 'mips_63_17_09': 56/1980 (2.83%)
Evaluation on propertest data (3048 items):
at_At1g23100 - mips_05 "10kd chaperonin like protein"
mips_06_01
mips_06_04
mips_06_10
mips_08
mips_08_02
mips_11
mips_11_01
mips_11_01_05
mips_11_01_99
mips_40_16
mips_63_19
at_At1g32780 - mips_01_06_01_05 "alcohol dehydrogenase like protein"
mips_01_20_01
mips_01_20_01_05
at_At1g72680 - mips_01_20_01 "putative cinnamyl-alcohol dehydrogenase"
mips_01_20_01_05
mips_01_20_35
mips_01_20_35_01
mips_02_16
at_At2g44650 - mips_06_01 "Unknown protein (At2g44650; F16B22.14)"
mips_06_10
mips_08_02
mips_11_01_05
mips_11_01_99
at_At3g19450 - mips_01_05_01_01_03 "putative cinnamyl alcohol dehydrogenase 2"
mips_01_20_01
mips_01_20_01_05
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
at_At4g21580 mips_02_16 "putative NADPH quinone oxidoreductase"
mips_20_25_01
mips_20_25_01_01
mips_63_17_09
at_At4g22110 - mips_01_20_01 "alcohol dehydrogenase like protein"
mips_01_20_01_05
at_At4g34230 mips_01_20_35 "cinnamyl alcohol dehydrogenase like protein"
mips_01_20_35_01
mips_02_16
mips_11_07
mips_30_01
mips_63_17
mips_63_17_09
at_At4g37990 mips_01_05_01_01_03 "cinnamyl-alcohol dehydrogenase ELI3-2"
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
mips_11_07
mips_30_01
mips_63_17
mips_63_17_09
at_At5g24760 mips_01_05_01 "alcohol dehydrogenase - like protein"
mips_01_05_01_01
mips_01_05_01_01_03
mips_01_20
mips_01_20_01
mips_01_20_01_05
mips_63_17
mips_63_17_09
mips_67_15
at_At5g42250 mips_01_20 "alcohol dehydrogenase"
mips_01_20_01
mips_01_20_01_05
mips_63_17
mips_63_17_09
mips_67_15
at_At5g43940 mips_01_20_01 "alcohol dehydrogenase (EC 1.1.1.1) class III (pir||S71244)"
mips_01_20_01_05
mips_63_17_09
mips_67_15
at_At5g51970 mips_01_05_01_01_01 "sorbitol dehydrogenase-like protein"
mips_01_20_01
mips_01_20_01_05
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63_17
mips_63_17_09
mips_67_15
Propertest Accuracy: 7/13 (53.85%)
Propertest Frequency class 'mips_63_17_09': 72/3048 (2.36%)
New (unknown) data (1980 items):
at_At1g26320 - no entry null
at_At1g49670 - mips_02_16 "ARP protein (At1g49670; F14J22.10)"
at_At3g56460 - mips_02_16 "quinone reductase-like protein"
mips_11_07
at_At3g60210 - no entry null
at_At5g16960 - mips_02_16 "quinone oxidoreductase -like protein"
at_At5g16970 - mips_02_16 "quinone oxidoreductase -like protein"
at_At5g17000 - no entry null
at_At5g20720 - mips_08_02 "chloroplast Cpn21 protein"
at_At5g37940 - no entry null
at_At5g37980 - no entry null
at_At1g65560 - mips_02_16 "putative oxido reductase (At1g65560)"
at_At3g45770 - mips_02_16 "nuclear receptor binding factor-like protein"
at_At4g13010 - mips_02_16 "unknown protein"
at_At5g38000 - no entry null
------------------
Rule 618
b.62.1 > 2.3e-23
b.82.2 > 7.4e-19
c.62 > 0.015
c.69 > 0.0025
c.8.4 > 0.00024
g.44.1 <= 0.013
-> class mips_63_17_09 "heavy metal binding (Cu, Fe, Zn)"
Evaluation on training data (3968 items):
at_At1g05890 mips_03 "unknown protein"
mips_04_05_99
mips_14_04
mips_63_17_09
at_At1g14200 mips_03_01 "unknown protein"
mips_03_01_05
mips_03_01_05_01
mips_25_03
mips_63_17
mips_63_17_09
at_At1g18470 mips_14 "unknown protein"
mips_14_10
mips_14_10_02
mips_63_03
mips_63_17
mips_63_17_09
at_At1g18660 mips_03 "unknown protein"
mips_10_05
mips_25
mips_25_05
mips_25_05_25
mips_40_02
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_63_01
mips_63_03
mips_63_03_01
mips_63_17
mips_63_17_09
at_At1g18760 - mips_45 "hypothetical protein"
mips_45_03
mips_45_03_17
at_At1g19310 mips_47 "unknown protein"
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_63_17
mips_63_17_09
at_At1g23980 - mips_03_03_01 "hypothetical protein"
mips_03_03_01_03
mips_03_03_04
mips_03_03_04_07
at_At1g45180 - mips_04_05_01_04_03 "hypothetical protein; similar to ESTs gb|AI994577.1"
mips_45
mips_45_03
mips_45_03_17
at_At1g49210 - mips_04_05 "hypothetical protein"
mips_04_05_01
mips_04_05_01_04
at_At1g49780 - mips_08_01 "hypothetical protein"
mips_40_10_05
at_At1g53820 mips_06_13 "hypothetical protein"
mips_47_03_15
mips_47_03_15_07
mips_63_17_09
at_At1g55530 - mips_03_03 "unknown protein"
mips_03_03_01
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_25_03
at_At1g56030 mips_08 "hypothetical protein"
mips_08_07
mips_08_16
mips_08_22
mips_14_04_03
mips_14_04_03_01
mips_30_25
mips_40_02
mips_40_04
mips_48
mips_63_17
mips_63_17_09
at_At1g57800 - mips_14_01_01 "hypothetical protein"
mips_14_01_05
mips_63_03_01
at_At1g60190 - mips_08_01 ""
mips_30_10_05
mips_40_10_05
at_At1g63900 mips_06_10 "putative RING zinc finger protein"
mips_14_04_03
mips_14_04_03_03
mips_14_10
mips_14_10_02
mips_30_19
mips_40_19
mips_63_17
mips_63_17_09
at_At1g66040 mips_14_01_01 "hypothetical protein"
mips_14_01_05
mips_63_03_01
mips_63_17_09
at_At1g66050 mips_03 "hypothetical protein"
mips_03_03
mips_03_03_01
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_14
mips_14_01
mips_14_01_01
mips_14_01_05
mips_63_01
mips_63_03
mips_63_03_01
mips_63_17
mips_63_17_09
at_At1g66610 - mips_03 "hypothetical protein"
mips_03_03
mips_03_03_01
mips_06_13
mips_14_04
mips_25_05
mips_25_05_13
mips_33_03_13
mips_35_03_17
at_At1g66620 - mips_14_10 "hypothetical protein"
mips_14_10_02
mips_14_10_02_02
mips_14_10_02_03
mips_14_10_02_03_02
mips_40_10_03
mips_43
mips_43_03
mips_43_03_11
at_At1g66650 - mips_03 "hypothetical protein"
mips_03_03_01
mips_04
mips_06
mips_06_13
mips_10
mips_14_04
mips_25_05
mips_40_10
at_At1g67180 - mips_03_01_03 "hypothetical protein"
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_01_01
mips_03_01_05_03
mips_03_01_05_03_01
mips_06_10
mips_11_01_01
mips_11_01_99
mips_11_05_01
mips_14_01
mips_14_01_01
mips_30_10
mips_30_10_03
mips_33
mips_33_03
mips_33_03_02
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_63_03_01
at_At1g68180 - mips_06_10 "unknown protein"
mips_45
mips_45_03
mips_45_03_17
at_At1g68940 - mips_06_10 "hypothetical protein"
mips_08_01
mips_40_10_05
mips_67_01
mips_67_01_05
at_At1g73950 - mips_13_05 "unknown protein (At1g73950)"
mips_14_10
mips_14_10_02
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At1g74410 - mips_04_05 "putative RING zinc finger protein"
mips_04_05_01
mips_04_05_01_04
at_At1g74870 - mips_01_05_01 "hypothetical protein"
mips_01_05_01_03
mips_06_13
mips_20
mips_30_01
mips_43
mips_43_03
mips_43_03_13
mips_47
mips_47_03
mips_47_03_01
at_At1g80400 - mips_25_05_10 "putative RING zinc finger protein"
at_At2g01150 mips_63_17 "RING-H2 finger protein RHA2b"
mips_63_17_09
at_At2g03000 - mips_10_05 "hypothetical protein"
mips_20
mips_20_25
mips_20_25_16
at_At2g04240 - mips_04 "putative RING zinc finger protein"
mips_04_05_01_04
mips_98
at_At2g28530 - mips_04_05_01_04_03 "putative RING zinc finger transcription negative regulator protein"
mips_05_07
mips_05_99
mips_14_04_03
mips_14_04_03_03
mips_25_05_25
at_At2g29840 - mips_03 "hypothetical protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_25
mips_25_03
mips_45
mips_45_03
mips_45_03_17
at_At2g30580 mips_04 "C3HC4 zinc finger like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_20
mips_20_25
mips_20_25_16
mips_40_10
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_63
mips_63_01
mips_63_03
mips_63_17
mips_63_17_09
mips_98
at_At2g35930 - mips_40_10_05 "unknown protein"
at_At2g42030 mips_10_05 "putative RING zinc finger protein"
mips_25_05_25
mips_40_02
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_63_17
mips_63_17_09
at_At3g07200 - mips_04_05_01_04_01 "putative RING zinc finger protein"
mips_04_05_01_04_99
mips_14_04_03
mips_14_04_03_03
mips_20_25_16
mips_48
mips_63_17_11
at_At3g07370 - mips_06 "unknown protein"
mips_06_01
mips_06_10
mips_11_01_05
mips_11_05
mips_11_05_05
mips_11_05_05_05
mips_45_03_12
mips_45_03_12_01
mips_63_01
at_At3g16600 - mips_03_01_99 "putative DNA-binding protein"
at_At3g18290 - mips_04_05_01_04_01 "zinc finger protein, putative"
at_At3g19380 - mips_05 "hypothetical protein"
mips_06_04
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
at_At3g19950 - mips_14_04_03_03 "unknown protein"
mips_45_03_17
at_At3g27710 mips_63_17_09 "putative protein"
at_At3g45580 mips_14 "putative protein"
mips_14_04
mips_25
mips_63_17
mips_63_17_09
at_At3g45630 - mips_04_05_01_04_03 "putative protein"
mips_14_04_03_03
at_At3g46510 - mips_06_04 "arm repeat containing protein homolog"
mips_08_01
mips_13_07
mips_30_10_05
mips_40_10_05
at_At3g47160 mips_03_03 "RNA-binding protein-like protein"
mips_03_03_01
mips_03_03_01_01
mips_03_03_01_03
mips_03_03_04
mips_03_03_04_07
mips_06_04
mips_06_10
mips_06_13
mips_30_22
mips_30_25
mips_48
mips_63_17
mips_63_17_09
at_At3g47820 - mips_05 "putative protein"
mips_06
mips_06_04
mips_08
mips_08_01
mips_30
mips_30_10
mips_30_10_05
mips_40_03
mips_40_10
mips_40_10_05
mips_63
mips_63_01
at_At3g52450 - mips_08_01 "putative protein"
mips_30_10
mips_30_10_05
at_At3g53410 mips_63_17_09 "unknown protein"
at_At3g58720 mips_63_17 "putative protein"
mips_63_17_09
at_At3g60080 mips_06_13 "putative protein"
mips_13_11
mips_63_17_09
at_At3g62970 mips_03 "putative protein"
mips_03_01
mips_03_01_99
mips_04
mips_40
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_03
mips_63_17
mips_63_17_09
mips_63_19
mips_99
at_At4g01020 - mips_03 "putative protein"
mips_03_03
mips_03_03_01
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_99
mips_05
mips_05_07
mips_30
mips_30_10
mips_40_10_99
mips_63_03
mips_63_19
at_At4g01270 mips_03 "putative RING zinc finger protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_14
mips_14_01
mips_25
mips_25_05
mips_25_05_13
mips_30
mips_30_04
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_40_04
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_63
mips_63_06
mips_63_07
mips_63_17
mips_63_17_09
mips_98
at_At4g03510 mips_47_03_15 "RMA1 RING zinc finger protein"
mips_47_03_15_07
mips_63_17_09
at_At4g08590 - mips_14_01_01 "putative zinc finger protein"
mips_14_01_05
mips_63_03_01
at_At4g17680 - mips_10_05_02 "hypothetical protein"
mips_10_05_02_99
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_14_10_02_99
mips_48
at_At4g18110 mips_04_05 "hypothetical protein"
mips_04_05_01
mips_04_05_01_04
mips_25
mips_25_03
mips_30
mips_30_19
mips_40_19
mips_63_17
mips_63_17_09
at_At4g23450 mips_05_04 "unknown protein"
mips_40_10_99
mips_63_17
mips_63_17_09
at_At4g25380 - mips_04_05_01_01 "putative protein"
mips_04_05_01_04_01
mips_04_05_01_04_03
mips_04_05_99
mips_04_99
at_At4g28270 - mips_37 "putative protein"
mips_37_03
mips_37_03_15
mips_37_03_15_07
at_At4g34370 mips_03 "unknown protein"
mips_03_03
mips_14
mips_14_04
mips_25
mips_63_03
mips_63_17
mips_63_17_09
at_At4g38190 - mips_01_05_01_03_02 "putative protein"
at_At5g01450 - mips_10_05_02 "putative protein"
mips_10_05_02_99
mips_14_10_02_01
mips_14_10_02_99
at_At5g01980 mips_06_10 "putative protein"
mips_63_17_09
at_At5g03200 mips_04_05_99 "unknown protein"
mips_14_10
mips_14_10_02
mips_48
mips_63_17_09
at_At5g03780 - mips_03_01_11 "myb -like protein"
mips_03_03_01_03
mips_03_03_04
mips_03_03_04_99
mips_30_10_03
mips_48
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
at_At5g05130 - mips_03_01_05 "helicase-like transcription factor-like protein"
at_At5g05530 - mips_03_03_04 "putative protein"
mips_03_03_04_07
at_At5g06420 - mips_63_03_03 "putative protein"
at_At5g10380 - mips_40_04_05 "putative protein"
at_At5g16910 - mips_01_05 "cellulose synthase catalytic subunit -like protein"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
at_At5g18330 - mips_05 "putative protein"
mips_06_04
mips_08
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
at_At5g20570 - mips_03_03_01_01 "ring-box protein - like"
mips_03_03_01_01_03
mips_06_07_05
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
at_At5g22750 - mips_03 "putative protein"
mips_03_01
mips_03_01_05
mips_03_01_05_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_40_10
mips_63
mips_63_03
mips_63_17
mips_63_17_01
mips_63_19
at_At5g37270 - mips_03_01_05_01 "putative protein"
at_At5g37870 - mips_03 "putative protein"
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_10
mips_14
mips_14_04
mips_14_10
mips_14_10_02
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_03
mips_40_10
at_At5g37930 - mips_14_10 "putative protein"
mips_14_10_02
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g39550 mips_14_01 "zinc finger -like protein"
mips_14_01_01
mips_14_01_05
mips_63_03_01
mips_63_17
mips_63_17_09
at_At5g40250 - mips_14_04_03 "RING finger -like protein"
mips_14_04_03_03
at_At5g44280 - mips_03_01_09 "putative protein"
mips_03_01_09_05
mips_04_05_01_04_03
mips_10_05_02
mips_10_05_02_26
at_At5g46650 - mips_14_04_03_03 "putative protein"
at_At5g47430 mips_04_05_01 "DNA-binding protein-like"
mips_04_05_01_04
mips_06_04
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_04
mips_20_25
mips_25
mips_25_05
mips_25_05_10
mips_63_01
mips_63_03
mips_63_17_09
at_At5g56340 - mips_03_01_99 "putative protein"
mips_25_03
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_10_03
at_At5g59550 - mips_06_10 "unknown protein"
mips_45
mips_45_03
mips_45_03_17
at_At5g63730 mips_63_17 "ARI-like RING zinc finger protein-like"
mips_63_17_09
at_At5g63750 mips_63_17_09 "ARI-like RING zinc finger protein-like"
at_At5g67340 - mips_06_04 "putative protein"
mips_08
mips_10_01
mips_10_01_01
mips_40_03
mips_63_01
Training Accuracy: 31/89 (34.83%)
Training Frequency class 'mips_63_17_09': 111/3968 (2.80%)
Evaluation on validation data (1980 items):
at_At1g05880 mips_63_17_09 "hypothetical protein"
at_At1g10560 - mips_06 "unknown protein"
mips_06_04
mips_06_10
mips_08_01
mips_08_22
mips_10
mips_10_01_01
mips_30
mips_30_10_05
mips_40_04
mips_40_10
mips_40_10_05
mips_67
mips_67_01
mips_67_01_05
at_At1g14260 - mips_01_03 "hypothetical protein, 5' partial"
mips_01_04
mips_01_04_99
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20
mips_11_01
mips_13_07
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_02
mips_40_08
mips_40_25
mips_63_17
mips_63_17_01
mips_63_17_07
mips_63_17_11
mips_63_19_99
at_At1g15100 - mips_04_05 "RING-H2 zinc finger like protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
at_At1g17970 - mips_03_03_04 "unknown protein"
mips_03_03_04_07
at_At1g18780 mips_04 "hypothetical protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_40_07
mips_45
mips_45_03
mips_45_03_17
mips_63
mips_63_17
mips_63_17_09
mips_98
at_At1g29340 - mips_08_01 "arm repeat-containing protein, putative"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At1g50410 - mips_03_01_05 "unknown protein"
mips_03_01_05_01
mips_03_01_09
mips_03_01_09_05
at_At1g54150 - mips_14_01 "unknown protein (At1g54150)"
mips_14_01_03
mips_14_10
mips_14_10_02
mips_25_05_09
mips_25_05_10
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At1g65430 mips_63_17 "unknown protein"
mips_63_17_09
at_At1g72310 - mips_04_05_01_04_03 "RING-H2 zinc finger protein (ATL3)"
at_At1g74370 mips_25_05_10 "putative RING zinc finger protein"
mips_30_04
mips_40_04
mips_40_04_05
mips_63_17_09
at_At1g76390 - mips_06_10 "hypothetical protein"
mips_08_01
mips_30_10_05
mips_40_10_05
mips_67_01
mips_67_01_05
at_At1g79810 - mips_08_10 "putative RING finger protein"
mips_25_05_10
mips_30_19
mips_40_19
at_At2g15260 - mips_04_05_01_04_03 "hypothetical protein"
at_At2g37950 - mips_25_05_15 "unknown protein"
mips_33_03_13
mips_35_03_12
mips_35_03_17
mips_40_09
at_At2g40830 - mips_14_04_03 "unknown protein"
mips_14_04_03_03
at_At2g41980 - mips_25_05_13 "putative RING zinc finger protein"
mips_33_03_13
mips_35_03_17
at_At2g44410 - mips_04_05_01_04_03 "unknown protein"
mips_10_05_02
mips_10_05_02_26
mips_25_05_25
at_At2g44580 mips_14_04_03 "putative RING zinc finger protein"
mips_14_04_03_03
mips_25_03
mips_48
mips_63_17
mips_63_17_09
at_At2g45530 - mips_04_99 "unknown protein"
mips_14_04_03
mips_14_04_03_03
at_At2g47700 - mips_20_25_16 "unknown protein"
mips_25_05_25
mips_47_03_15
mips_47_03_15_07
at_At3g07120 mips_04_05_01 "putative RING zinc finger protein"
mips_04_05_01_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_25_05
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_45
mips_45_03
mips_45_03_17
mips_48
mips_63_03
mips_63_17_09
at_At3g14250 - mips_04_05_99 "hypothetical protein"
at_At3g14970 - mips_03_01_05_01 "hypothetical protein"
at_At3g15740 - mips_25_03 "putative RING zinc finger protein"
mips_40_07
mips_45
mips_45_03
mips_45_03_17
at_At3g19910 mips_08_22 "unknown protein"
mips_63_17_09
at_At3g23060 - mips_20_25_16 "RING zinc finger protein, putative"
at_At3g24800 mips_63_17 "PRT1"
mips_63_17_09
at_At3g25030 mips_03_03_01_03 "hypothetical protein"
mips_03_03_04
mips_03_03_04_07
mips_06_10
mips_14_01
mips_14_01_01
mips_14_01_05
mips_63_17_09
at_At3g29270 mips_04_05 "unknown protein"
mips_04_05_01
mips_04_05_01_04
mips_20
mips_20_25
mips_20_25_16
mips_40_03
mips_40_04
mips_40_04_05
mips_63_01
mips_63_03
mips_63_17
mips_63_17_09
at_At3g42830 mips_03 "ring-box protein-like"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_01_01_03
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06_07
mips_06_07_05
mips_06_13
mips_40_03
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_63_01
mips_63_17
mips_63_17_09
at_At3g52100 - mips_03_01_05_03 "putative protein"
mips_13_07
mips_25_05_09
mips_43
mips_43_03
mips_43_03_09
at_At3g53690 - mips_04_05_99 "unknown protein"
at_At3g55530 - mips_25 "putative protein"
mips_25_03
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
at_At3g61790 - mips_03_03 "seven in absentia-like protein"
mips_03_03_01
mips_06_13
mips_14_10
mips_14_10_02
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At4g25230 - mips_10_05_02 "unknown protein"
mips_10_05_02_26
at_At4g31450 - mips_04_05_01_04_03 "unknown protein"
mips_14_04_03
mips_14_04_03_03
at_At5g01520 mips_47 "C3HC4 type Zinc RING finger like protein"
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_48
mips_63_17
mips_63_17_09
at_At5g15820 - mips_45_03_17 "putative protein"
at_At5g27420 - mips_14_04_03 "RING-H2 zinc finger protein-like"
mips_14_04_03_03
at_At5g37230 - mips_63_03_03 "putative protein"
at_At5g42940 - mips_03_01_05 "unknown protein"
mips_03_01_05_01
at_At5g53910 - mips_03_01_05_01 "putative protein"
mips_30_19
mips_48
at_At5g62560 - mips_06_04 "putative protein"
mips_08_01
mips_10_01
mips_10_01_01
mips_30
mips_30_10_05
mips_40_10_05
at_At5g63760 mips_63_17 "putative protein"
mips_63_17_09
at_At5g67120 - mips_43 "putative protein"
mips_43_03
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_48
Validation Accuracy: 13/47 (27.66%)
Validation Frequency class 'mips_63_17_09': 56/1980 (2.83%)
Evaluation on propertest data (3048 items):
at_At1g01670 - mips_01_01_01_11 "hypothetical protein"
at_At1g02730 - mips_01_05_01_03 "cellulose synthase catalytic subunit, putative"
mips_01_05_01_03_02
mips_30_01
at_At1g02860 mips_03_03_01_03 "unknown protein"
mips_06_10
mips_14_01
mips_25_03
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_48
mips_63_17
mips_63_17_09
at_At1g03770 - mips_03_01_05_01 "hypothetical protein"
mips_10_05_02
mips_10_05_02_26
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_63_03_01
at_At1g04790 mips_04_05_01_04_03 "Unknown protein (At1g04790; F13M7.22)"
mips_05_04
mips_40_10_99
mips_63_17
mips_63_17_09
at_At1g05120 - mips_03_01_05_01 "hypothetical protein, 3' partial"
at_At1g09060 - mips_40_26 "hypothetical protein"
mips_40_26_03
mips_63_03_01
at_At1g10170 - mips_04 "hypothetical protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_10
mips_10_05
mips_11
mips_11_01
mips_13
mips_13_07
mips_13_11
mips_14
mips_14_04
mips_25
mips_40_10
mips_63
mips_63_03
mips_98
at_At1g11100 - mips_03_01_05_01 "transcription factor RUSH-1alpha isolog"
mips_03_01_09
mips_03_01_99
at_At1g11950 - mips_40_26 "putative DNA-binding protein"
mips_40_26_03
mips_63_03_01
at_At1g22510 - mips_10_01_05 "unknown protein"
mips_10_01_05_01
mips_10_01_05_01_04
mips_14_10
mips_14_10_02
mips_14_10_02_03
mips_14_10_02_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
at_At1g24330 - mips_08_01 "hypothetical protein"
mips_67_01
mips_67_01_05
at_At1g24440 mips_30_19 "unknown protein"
mips_40_19
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_63_17
mips_63_17_09
at_At1g32340 mips_04_05_01_04_01 "RING finger protein, putative"
mips_10_01_11
mips_63_17_09
at_At1g49850 mips_01_06_01 "RING-H2 finger protein RHY1a"
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_40_22
mips_63_17
mips_63_17_09
at_At1g53190 - mips_43 "putative RING finger protein gb|AAD17397.1; similar to ESTs dbj|AV43597.1, gb|AA598107.1"
mips_43_03
mips_43_03_13
mips_47_03_01
at_At1g56040 - mips_14_01 "hypothetical protein"
mips_25_05_09
mips_30_04
mips_30_04_07
mips_35_03_09
mips_37
mips_37_03
mips_37_03_13
mips_37_03_13_05
mips_40_04
mips_40_04_07
mips_45
mips_45_03
mips_45_03_09
mips_47
mips_47_03
mips_47_03_13
mips_47_03_13_05
at_At1g57730 - mips_45 ""
mips_45_03
mips_45_03_17
at_At1g57820 mips_14_01 "putative transcription factor protein (At1g57820)"
mips_14_01_01
mips_14_01_05
mips_63_03_01
mips_63_17
mips_63_17_09
at_At1g62370 - mips_25_05_13 "hypothetical protein"
mips_33_03_13
mips_35_03_17
at_At1g65040 mips_25_05_13 ""
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_40_07
mips_63_17_09
at_At1g66630 - mips_14_10 "hypothetical protein"
mips_14_10_02
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At1g68820 - mips_10_05_02 "unknown protein (At1g68820)"
mips_10_05_02_99
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_14_10_02_99
mips_48
at_At1g72220 mips_40_04 "RING-H2 zinc finger protein ATL3, putative"
mips_40_04_05
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_63_17_09
at_At1g73760 - mips_03_03_01_01 "putative RING zinc finger protein"
mips_03_03_04
mips_03_03_04_07
mips_45
mips_45_03
mips_45_03_17
at_At1g74760 mips_63_17_09 ""
at_At1g74990 mips_10_01 "RING zinc finger like protein"
mips_10_01_01
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_63_01
mips_63_03
mips_63_17
mips_63_17_09
at_At2g15530 mips_04_05_01_04_03 "putative RING zinc finger protein"
mips_63_03_01
mips_63_17_09
at_At2g15580 - mips_25_05_13 "putative RING-H2 zinc finger protein"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_48
at_At2g16090 mips_03_03 "unknown protein"
mips_63_17_09
at_At2g18650 - mips_03_01_05_01 "putative RING zinc finger protein"
mips_04_05_01_01
mips_04_05_01_04_01
mips_11_01_09
mips_40_10_03
mips_40_27
mips_63_03_01
at_At2g20030 mips_03 "putative RING zinc finger protein"
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_25
mips_25_05
mips_25_05_01
mips_33_03_02
mips_33_03_07
mips_40_03
mips_45
mips_45_03
mips_45_03_03
mips_45_03_03_01
mips_47
mips_47_03
mips_47_03_05
mips_47_03_05_02
mips_63_01
mips_63_03
mips_63_17_09
at_At2g22690 - mips_13_07 "unknown protein"
mips_14_10
mips_14_10_02
at_At2g26000 mips_06_04 "hypothetical protein"
mips_08
mips_08_01
mips_40_04
mips_63_17
mips_63_17_09
at_At2g26350 mips_06_10 "zinc-binding peroxisomal integral membrane protein (PEX10)"
mips_25_05_10
mips_30_19
mips_40_19
mips_63_17_09
at_At2g35330 - mips_45_03_12 "unknown protein"
at_At2g37150 mips_25 "putative protein with C-terminal RING finger"
mips_25_05
mips_25_05_15
mips_30
mips_30_04
mips_35
mips_35_03
mips_35_03_12
mips_63_01
mips_63_17
mips_63_17_09
at_At2g37580 - mips_01_05 "putative RING zinc finger protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_05
mips_06_07
mips_40_02
at_At2g39720 - mips_45 "unknown protein"
mips_45_03
mips_45_03_17
at_At2g39810 - mips_10_05_02 "hypothetical protein"
mips_10_05_02_99
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_14_10_02_99
at_At2g44330 mips_63_17_09 "putative protein"
at_At2g45920 mips_06_01 "unknown protein"
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_48
mips_62
mips_62_01
mips_62_01_07
mips_63_17
mips_63_17_09
at_At3g09770 - mips_03_03_01_01 "putative RING zinc finger protein"
mips_03_03_04
mips_03_03_04_07
mips_40_08
mips_40_09
mips_48
at_At3g10810 mips_04_05 "putative RING zinc finger protein"
mips_04_05_01
mips_04_05_01_04
mips_06_07
mips_10_05
mips_30
mips_30_04
mips_40_02
mips_40_04
mips_40_04_05
mips_48
mips_63_01
mips_63_17
mips_63_17_09
at_At3g13430 - mips_40_22 "unknown protein"
mips_45_03_17
at_At3g15070 - mips_03 "RING zinc finger like protein"
mips_03_03
mips_03_03_01
mips_03_03_04
mips_03_03_04_07
at_At3g16090 - mips_25_05_10 "putative zinc finger protein"
at_At3g16720 mips_63_17_09 "putative RING zinc finger protein"
at_At3g26730 - mips_03_03_01_01 "RING zinc finger like protein"
mips_03_03_01_03
mips_03_03_04
mips_03_03_04_07
at_At3g27330 - mips_03_01_05 "hypothetical protein"
mips_03_01_05_01
mips_03_03_01_03
mips_03_03_04
mips_03_03_04_07
mips_04_05_01_01
mips_04_05_01_04_01
mips_06_10
mips_11_01_09
mips_40_10_03
at_At3g30460 - mips_45 "RING zinc finger protein"
mips_45_03
mips_45_03_17
at_At3g45470 - mips_04_05_99 "putative protein"
at_At3g48070 - mips_04_05_01_04_03 "unknown protein"
mips_14_04_03
mips_14_04_03_03
at_At3g49810 - mips_08_01 "putative protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At3g54790 - mips_13_07 "putative protein"
mips_40_10_05
at_At3g54850 - mips_08_01 "putative protein"
mips_13_07
mips_30_10_05
at_At3g55070 - mips_13_07 "putative protein"
mips_14_10
mips_14_10_02
at_At3g58030 mips_04_05_99 "unknown protein"
mips_10_05
mips_25_05_25
mips_40_02
mips_63_17
mips_63_17_09
at_At3g58040 - mips_14_10 "unknown protein"
mips_14_10_02
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g60220 - mips_04 "RING-H2 zinc finger protein ATL4"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_11
mips_11_05
mips_11_05_03
mips_98
at_At3g61390 - mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_10_05
at_At4g05350 - mips_04 "putative protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_63
mips_63_03
mips_63_03_03
at_At4g09110 - mips_03_01_05_01 "putative protein"
at_At4g09120 - mips_20_25_16 "putative protein"
mips_47_03_15
mips_47_03_15_07
at_At4g12140 - mips_63_03_03 "putative protein"
at_At4g13490 mips_10_01_05 "putative protein"
mips_10_01_05_01
mips_10_01_05_01_04
mips_13_11
mips_14_10
mips_14_10_02
mips_14_10_02_03
mips_14_10_02_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_17
mips_63_17_09
at_At4g14220 - mips_04_05 "RING-H2 finger protein RHF1a"
mips_04_05_01
mips_04_05_01_04
mips_25
mips_25_03
at_At4g17410 - mips_03_01_05 "hypothetical protein"
mips_03_01_05_01
mips_03_03_01_03
mips_06_10
mips_25_05_10
mips_63_03_01
at_At4g19670 mips_04_05 "putative protein"
mips_04_05_99
mips_06_07
mips_30
mips_30_04
mips_40_04
mips_40_04_05
mips_63_01
mips_63_17
mips_63_17_09
at_At4g22250 - mips_14_04_03_03 "hypothetical protein"
mips_48
at_At4g26400 - mips_03_03_01 "putative protein"
mips_03_03_01_01
mips_03_03_01_03
mips_03_03_04
mips_03_03_04_07
mips_08_01
mips_40_10
at_At4g26580 - mips_04_05 "putative protein"
mips_04_05_01
mips_04_05_01_04
mips_45
mips_45_03
mips_45_03_17
at_At4g33940 mips_04_05_01_04_03 "putative protein"
mips_25_05_01
mips_25_05_25
mips_33
mips_33_03
mips_33_03_02
mips_63_17_09
at_At4g34040 - mips_45 "putative protein"
mips_45_03
mips_45_03_17
at_At4g37880 - mips_13_07 "putative protein"
mips_14_10
mips_14_10_02
at_At5g02750 mips_20 "putative protein"
mips_20_25
mips_20_25_16
mips_63_17
mips_63_17_09
at_At5g05660 - mips_13_07 "putative protein"
mips_30_27
mips_30_27_01
mips_40_27
mips_40_27_01
mips_63_07
at_At5g07270 - mips_30_10 "putative protein"
mips_40_10_03
at_At5g09630 - mips_13_07 "unknown protein"
mips_14_10
mips_14_10_02
at_At5g10370 - mips_03_03_01 "putative protein"
mips_04_05_05_01
mips_04_05_99
mips_05_07
at_At5g10650 - mips_45_03_17 "Pspzf zinc finger protein - like"
at_At5g20910 - mips_03_03_01_03 "ABI3-interacting protein 2"
mips_45
mips_45_03
mips_45_03_17
at_At5g25560 mips_04_05_01_04_01 "putative protein"
mips_11_05_05
mips_11_05_05_99
mips_47_03_05
mips_47_03_05_01
mips_47_03_05_02
mips_47_03_11
mips_47_03_11_05
mips_47_03_15
mips_47_03_15_01
mips_63_17_09
at_At5g37900 - mips_14_10 "putative protein"
mips_14_10_02
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g37910 - mips_14_10 "putative protein"
mips_14_10_02
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g40140 - mips_06_10 "putative protein"
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
mips_67_01
mips_67_01_05
at_At5g41430 - mips_04 "unknown protein"
mips_04_05_01
mips_04_05_01_04
mips_98
at_At5g43200 - mips_63_03_03 "putative protein"
at_At5g43530 - mips_03_01_09 "DNA repair protein-like"
mips_03_01_99
at_At5g47610 - mips_45 "unknown protein"
mips_45_03
mips_45_03_17
at_At5g52140 - mips_62_02_01_01 "unknown protein"
at_At5g58580 - mips_03_03_01_03 "putative protein"
mips_03_03_04
mips_03_03_04_07
mips_06_10
at_At5g60580 - mips_14_04_03 "unknown protein"
mips_14_04_03_03
at_At5g62800 - mips_14_10_02 "SIAH1 - like protein"
mips_25_05_13
mips_33_03_13
mips_35_03_17
at_At5g62910 - mips_04_05_01_04_03 "unknown protein"
mips_14_04_03
mips_14_04_03_03
at_At5g65200 - mips_06_04 "putative protein"
mips_08
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
Propertest Accuracy: 26/96 (27.08%)
Propertest Frequency class 'mips_63_17_09': 72/3048 (2.36%)
New (unknown) data (1980 items):
at_At1g01350 - no entry null
at_At1g01660 - mips_63_06 "hypothetical protein"
at_At1g01680 - no entry null
at_At1g04360 - no entry null
at_At1g11020 - mips_04_99 "unknown protein"
at_At1g12760 - mips_30_19 "hypothetical protein"
mips_40_19
at_At1g18910 - no entry null
at_At1g19680 - mips_99 "hypothetical protein"
at_At1g22500 - no entry null
at_At1g26800 - no entry null
at_At1g28040 - no entry null
at_At1g53010 - no entry null
at_At1g56280 - no entry null
at_At1g63840 - no entry null
at_At1g68070 - mips_06_10 "RING zinc finger like protein"
at_At1g69330 - no entry null
at_At1g74620 - no entry null
at_At2g17730 - no entry null
at_At2g21420 - no entry null
at_At2g22120 - mips_04_99 "hypothetical protein"
at_At2g23780 - no entry null
at_At2g24480 - mips_40_22 "hypothetical protein"
at_At2g25380 - no entry null
at_At2g28840 - mips_63_07 "unknown protein"
at_At2g28920 - no entry null
at_At2g31510 - no entry null
at_At2g32950 - no entry null
at_At2g35000 - no entry null
at_At2g47090 - no entry null
at_At2g47560 - no entry null
at_At3g07000 - no entry null
at_At3g08020 - no entry null
at_At3g10910 - no entry null
at_At3g11110 - no entry null
at_At3g14320 - no entry null
at_At3g23280 - mips_30_04 "unknown protein"
mips_40_07
mips_40_08
mips_63_07
at_At3g28620 - no entry null
at_At3g42940 - no entry null
at_At3g43180 - no entry null
at_At3g45540 - mips_03_03 "putative protein"
at_At3g47180 - mips_48 "zinc-finger protein-like protein"
at_At3g47550 - mips_04_99 "putative protein"
at_At3g48030 - no entry null
at_At3g61460 - no entry null
at_At3g62690 - no entry null
at_At4g09100 - no entry null
at_At4g09130 - no entry null
at_At4g10940 - no entry null
at_At4g11680 - mips_40_19 "unknown protein"
at_At4g17920 - no entry null
at_At4g27470 - no entry null
at_At4g28370 - no entry null
at_At4g28890 - no entry null
at_At4g31410 - no entry null
at_At4g32600 - no entry null
at_At4g35070 - no entry null
at_At4g36550 - no entry null
at_At4g39140 - no entry null
at_At5g01070 - mips_04_99 "putative protein"
at_At5g01160 - no entry null
at_At5g01880 - no entry null
at_At5g18260 - no entry null
at_At5g18760 - mips_04_99 "putative protein"
at_At5g21140 - no entry null
at_At5g22000 - mips_04 "RING-H2 finger protein RHF2a"
mips_06
mips_63_01
at_At5g22920 - no entry null
at_At5g37220 - no entry null
at_At5g37250 - no entry null
at_At5g37890 - no entry null
at_At5g41440 - no entry null
at_At5g41450 - no entry null
at_At5g42200 - no entry null
at_At5g51450 - mips_30_19 "unknown protein"
mips_40_19
at_At5g54990 - mips_40_19 "putative protein"
at_At5g55970 - no entry null
at_At5g58410 - mips_30_19 "unknown protein"
at_At1g09520 - no entry null
at_At1g18770 - mips_06_10 "hypothetical protein"
at_At1g32740 - no entry null
at_At1g33480 - mips_40_07 "unknown protein"
mips_40_09
at_At1g49200 - no entry null
at_At1g49220 - no entry null
at_At1g50440 - mips_04_99 "unknown protein"
at_At1g51930 - no entry null
at_At1g60360 - no entry null
at_At1g63170 - no entry null
at_At1g67270 - no entry null
at_At1g67780 - no entry null
at_At1g68140 - no entry null
at_At1g75400 - no entry null
at_At1g77830 - no entry null
at_At1g78420 - no entry null
at_At2g19610 - no entry null
at_At2g20650 - mips_06_13 "hypothetical protein"
mips_40_02
at_At2g21500 - no entry null
at_At2g22010 - no entry null
at_At2g25360 - mips_03_03 "hypothetical protein"
at_At2g25410 - no entry null
at_At2g26130 - no entry null
at_At2g27940 - no entry null
at_At2g31760 - no entry null
at_At2g31770 - no entry null
at_At2g31780 - no entry null
at_At2g34000 - no entry null
at_At2g34990 - no entry null
at_At2g35910 - no entry null
at_At2g38190 - no entry null
at_At2g39100 - no entry null
at_At3g15150 - no entry null
at_At3g18930 - no entry null
at_At3g19140 - no entry null
at_At3g24740 - no entry null
at_At3g43430 - no entry null
at_At3g45560 - no entry null
at_At3g47990 - no entry null
at_At3g54360 - no entry null
at_At3g60300 - no entry null
at_At3g61180 - mips_30_19 "unknown protein"
mips_40_19
at_At3g62240 - no entry null
at_At4g00070 - no entry null
at_At4g10150 - no entry null
at_At4g10160 - no entry null
at_At4g11360 - no entry null
at_At4g11370 - no entry null
at_At4g13100 - no entry null
at_At4g17910 - no entry null
at_At4g21070 - no entry null
at_At4g27880 - no entry null
at_At4g30400 - mips_06_13 "unknown protein"
at_At4g34100 - mips_04_99 "putative protein"
at_At4g35840 - mips_06_04 "putative protein"
mips_08
mips_08_01
at_At4g38140 - no entry null
at_At5g01960 - no entry null
at_At5g02330 - no entry null
at_At5g03180 - no entry null
at_At5g05280 - no entry null
at_At5g05810 - no entry null
at_At5g06490 - no entry null
at_At5g07040 - no entry null
at_At5g07640 - no entry null
at_At5g15790 - no entry null
at_At5g17600 - no entry null
at_At5g18340 - no entry null
at_At5g18650 - no entry null
at_At5g37200 - no entry null
at_At5g38070 - no entry null
at_At5g38690 - no entry null
at_At5g43420 - no entry null
at_At5g45290 - mips_25_03 "unknown protein"
at_At5g49230 - no entry null
at_At5g52150 - mips_06_10 "unknown protein"
at_At5g57740 - no entry null
at_At5g57750 - no entry null
at_At5g57820 - no entry null
at_At5g59000 - mips_04_99 "unknown protein"
at_At5g60250 - no entry null
at_At5g62460 - mips_04_99 "unknown protein"
at_At5g66640 - no entry null
at_At1g02610 - mips_04_99 "hypothetical protein"
at_At1g15430 - no entry null
at_At1g21960 - no entry null
at_At1g35330 - no entry null
at_At1g36950 - no entry null
at_At1g49230 - no entry null
at_At1g61620 - mips_04_99 "unknown protein"
at_At1g61830 - no entry null
at_At1g70910 - no entry null
at_At1g72200 - no entry null
at_At1g76410 - mips_04 "putative RING zinc finger protein"
mips_98
at_At1g80220 - no entry null
at_At2g02960 - mips_04_99 "unknown protein"
at_At2g18670 - no entry null
at_At2g35420 - no entry null
at_At2g38920 - no entry null
at_At2g42350 - no entry null
at_At2g42360 - no entry null
at_At2g46160 - no entry null
at_At3g09760 - mips_40_22 "unknown protein"
at_At3g43750 - no entry null
at_At3g45480 - mips_03_03 "putative protein"
at_At3g45510 - no entry null
at_At3g45570 - no entry null
at_At3g46620 - no entry null
at_At3g56580 - no entry null
at_At3g61550 - no entry null
at_At4g08460 - no entry null
at_At4g12150 - no entry null
at_At4g12190 - no entry null
at_At4g12210 - no entry null
at_At4g30370 - no entry null
at_At5g05830 - no entry null
at_At5g11620 - no entry null
at_At5g19080 - mips_48 "putative protein"
at_At5g19430 - no entry null
at_At5g24870 - no entry null
at_At5g26990 - no entry null
at_At5g37280 - no entry null
at_At5g37560 - no entry null
at_At5g41350 - no entry null
at_At5g41400 - no entry null
at_At5g60820 - no entry null
at_At5g64920 - no entry null
at_At5g65740 - no entry null
------------------
Rule 11
c.23.10 <= 3.4e-09
-> class mips_01_06_04 "breakdown of lipids, fatty acids and isoprenoids"
Evaluation on training data (3968 items):
at_At1g09390 mips_01_06_04 "putative lipase"
mips_01_20_13
at_At1g28590 mips_01 "putative lipase (At1g28590)"
mips_01_06
mips_01_06_04
mips_01_20
mips_01_20_13
mips_98
at_At1g28600 mips_01_06_04 "lipase like protein"
mips_01_20_13
at_At1g28610 mips_01_06 "lipase, putative"
mips_01_06_04
mips_01_20
mips_01_20_13
at_At1g54790 - mips_01_20_13 ""
at_At1g56670 mips_01_06 "lipase homolog (Lip-4)"
mips_01_06_04
mips_01_20
mips_01_20_13
at_At3g27950 - mips_01_20_13 "early nodule-specific protein, putative"
at_At3g48460 mips_01_06_04 "lipase - like protein"
at_At5g03980 mips_01 "lipase -like protein"
mips_01_06
mips_01_06_04
mips_98
mips_99
at_At5g14450 - mips_01_20_13 "early nodule-specific protein - like"
Training Accuracy: 7/10 (70.00%)
Training Frequency class 'mips_01_06_04': 120/3968 (3.02%)
Evaluation on validation data (1980 items):
at_At1g28580 mips_01_06_04 "lipase, putative"
mips_01_20_13
at_At1g28650 mips_01_06 "lipase, putative"
mips_01_06_04
mips_01_20
mips_01_20_13
at_At1g28660 mips_01_06_04 "unknown protein"
mips_01_20_13
at_At1g67830 mips_01_06 "ENOD8-like protein"
mips_01_06_04
mips_01_20
mips_01_20_13
at_At2g27360 mips_01_06_04 "putative lipase"
mips_01_20_13
at_At4g01130 - mips_01_20_13 "putative acetyltransferase"
at_At5g45910 mips_01_06 "GDSL-motif lipase/hydrolase-like protein"
mips_01_06_04
mips_01_20_13
at_At5g45920 mips_01_05_01_01_01 "putative protein"
mips_01_06_04
mips_02_16
mips_06_13_01
at_At5g62930 mips_01_06_04 "putative protein"
mips_02_16
mips_06_13_01
Validation Accuracy: 8/9 (88.89%)
Validation Frequency class 'mips_01_06_04': 46/1980 (2.32%)
Evaluation on propertest data (3048 items):
at_At1g28570 mips_01_06_04 "lipase, putative"
mips_01_20_13
at_At1g28640 mips_01_06_04 "lipase, putative"
mips_01_20_13
at_At1g28670 mips_01 "lipase"
mips_01_06
mips_01_06_04
mips_01_20
mips_01_20_13
mips_98
at_At1g31550 mips_01_06_04 "putative protein"
mips_01_20_13
at_At3g26430 - mips_01_20_13 "nodulin, putative"
at_At3g62280 - mips_01_20_13 "putative protein"
Propertest Accuracy: 4/6 (66.67%)
Propertest Frequency class 'mips_01_06_04': 71/3048 (2.33%)
New (unknown) data (1980 items):
at_At1g29660 - no entry null
at_At1g29670 - no entry null
at_At1g53990 - no entry null
at_At1g58480 - no entry null
at_At1g71120 - no entry null
at_At1g71691 - no entry null
at_At1g75890 - no entry null
at_At2g42990 - no entry null
at_At3g14210 - no entry null
at_At3g14225 - no entry null
at_At3g16370 - no entry null
at_At3g53100 - no entry null
at_At4g10950 - no entry null
at_At4g16230 - no entry null
at_At4g18970 - no entry null
at_At5g03610 - no entry null
at_At5g03810 - no entry null
at_At5g08460 - no entry null
at_At5g18430 - no entry null
at_At5g22810 - no entry null
at_At5g37690 - no entry null
at_At5g63170 - no entry null
at_At1g06990 - no entry null
at_At1g20120 - no entry null
at_At1g23500 - no entry null
at_At1g53920 - no entry null
at_At1g53940 - no entry null
at_At1g54000 - no entry null
at_At1g54020 - no entry null
at_At1g54030 - no entry null
at_At1g58430 - no entry null
at_At1g71250 - mips_98 "putative GDSL-motif lipase/acylhydrolase"
at_At1g75900 - no entry null
at_At1g75910 - no entry null
at_At1g75920 - no entry null
at_At2g04570 - no entry null
at_At2g19060 - no entry null
at_At2g24560 - no entry null
at_At2g30220 - no entry null
at_At2g30310 - no entry null
at_At2g31540 - no entry null
at_At2g38180 - mips_02_16 "unknown protein"
at_At2g40250 - no entry null
at_At3g11210 - mips_02_16 "unknown protein"
at_At3g14820 - no entry null
at_At3g43570 - no entry null
at_At3g50400 - no entry null
at_At4g28780 - no entry null
at_At4g30140 - no entry null
at_At5g15720 - no entry null
at_At5g33370 - no entry null
at_At5g40990 - no entry null
at_At5g41890 - no entry null
at_At5g45670 - no entry null
at_At5g45950 - no entry null
at_At5g45960 - no entry null
at_At5g55050 - no entry null
at_At1g20130 - no entry null
at_At1g54010 - no entry null
at_At1g73610 - no entry null
at_At1g74460 - no entry null
at_At1g75880 - no entry null
at_At1g75930 - no entry null
at_At2g03980 - no entry null
at_At2g04020 - no entry null
at_At2g19010 - no entry null
at_At2g19050 - no entry null
at_At2g23540 - no entry null
at_At2g31550 - no entry null
at_At3g09930 - no entry null
at_At3g14220 - no entry null
at_At4g26790 - no entry null
at_At5g03600 - no entry null
at_At5g03820 - no entry null
at_At5g42170 - no entry null
------------------
Rule 469
b.69.7 > 2.8026e-45
c.69 <= 0.0025
-> class mips_01_06_04 "breakdown of lipids, fatty acids and isoprenoids"
Evaluation on training data (3968 items):
at_At1g04010 mips_01_06_04 "unknown protein"
mips_01_06_13
mips_40_27
mips_63_09
at_At1g09280 - mips_01_03_01 "unknown protein"
mips_01_03_04
mips_01_07_01
at_At1g10040 mips_01_06_04 "unknown protein"
at_At1g18360 mips_01_06_04 "lysophospholipase homolog, putative (At1g18360)"
mips_02_25
at_At1g47780 - mips_01_06_07 "hypothetical protein"
mips_01_06_10
mips_48
at_At1g49650 mips_01_06 "unknown protein"
mips_01_06_04
at_At1g52440 - mips_01_06 ""
mips_01_06_07
mips_01_06_10
mips_40_16
mips_48
at_At1g56630 mips_01_06_04 "lipase precursor, putative"
at_At1g64670 - mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At1g66900 - mips_14_04_03 "unknown protein"
mips_14_04_03_01
at_At1g69020 - mips_06 "putative protease"
mips_06_13
mips_40
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
at_At1g69240 - mips_01_02 "putative alpha/beta hydrolase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At1g73280 - mips_06_01 "putative serine carboxypeptidase"
mips_06_07_11
mips_06_10
mips_40_25
at_At1g73290 - mips_06_01 "putative serine carboxypeptidase"
mips_06_04
mips_06_07_11
mips_06_10
mips_06_13
mips_40_07
mips_40_25
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_67
at_At1g73300 - mips_06_07_11 "putative serine carboxypeptidase"
mips_40_25
mips_62_02_01_01
at_At1g73480 mips_01_06_04 "putative lysophospholipase (At1g73480)"
mips_02_25
at_At1g73920 mips_01_06 "unknown protein (At1g73920)"
mips_01_06_04
mips_01_25
mips_01_25_07
mips_40_25
mips_47_03_11
mips_47_03_11_03
mips_63_09
at_At1g74290 - mips_02_11 "unknown protein"
mips_02_11_05
mips_11_07
mips_11_07_01
at_At1g77420 mips_01_05_01_01_09 "putative lipase"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_02_25
at_At2g03550 mips_01_06_04 "putative esterase"
mips_11_10
mips_11_10_09
at_At2g14260 - mips_01_05_01_01_09 "proline iminopeptidase"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At2g19550 mips_01 "putative esterase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_04
mips_11
mips_11_07
mips_13
mips_13_11
mips_99
at_At2g19620 - mips_03_03_01 "putative SF21 protein {Helianthus annuus}"
mips_03_03_01_02
mips_06_07_03
mips_08_01
mips_10_01_05_01
mips_11_01_01
mips_11_01_99
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_13_03
mips_13_03_01
mips_13_11
mips_13_11_03
mips_13_11_03_05
mips_14_01_01
mips_14_04_07
mips_20_25_03
mips_20_25_03_03
at_At2g23550 - mips_01_05_01_01_09 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At2g23560 - mips_01_02 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At2g23580 - mips_01_05_01_01 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_99
mips_06_13
mips_11_05
mips_11_05_03
mips_40_19
at_At2g23610 - mips_01_02 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At2g24010 - mips_06_07_11 "putative serine carboxypeptidase II"
mips_40_25
mips_62_02_01_01
at_At2g24320 mips_01_06_04 "hypothetical protein"
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
at_At2g35770 - mips_06_01 "putative serine carboxypeptidase II"
mips_06_04
mips_06_07
mips_06_07_11
mips_06_10
mips_06_13
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At2g36290 - mips_01_02 "unknown protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_11_07
mips_40_19
at_At2g39400 mips_01 "phospholipase like protein"
mips_02
mips_01_06
mips_01_06_04
mips_02_25
mips_11
mips_11_01
mips_13
mips_13_11
at_At2g39420 mips_01_06_04 "phospholipase like protein"
mips_02_25
at_At2g41530 mips_01_06 "putative esterase D"
mips_01_06_04
mips_06_07
mips_06_13
mips_14_04_03
mips_14_04_03_03
mips_40_09
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
at_At2g45610 mips_01_06_04 "unknown protein"
mips_11_10
mips_11_10_09
at_At2g47630 mips_01 "putative phospholipase"
mips_02
mips_01_06
mips_01_06_04
mips_02_25
mips_11
mips_11_01
mips_13
mips_13_11
at_At3g07990 - mips_06_01 "putative serine carboxypeptidase II"
mips_06_04
mips_06_07
mips_06_07_11
mips_06_10
mips_06_13
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At3g10410 - mips_06_13_04 "putative serine carboxypeptidase precursor"
mips_40_25
at_At3g15650 - mips_01_06_07 "putative lysophospholipase"
mips_01_06_10
mips_48
at_At3g23540 mips_01_05_01_01_01 "unknown protein"
mips_01_06_04
at_At3g24420 mips_01_02 "unknown protein"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_02_11_05
mips_11_07_01
at_At3g25420 - mips_40_25 "serine carboxypeptidase, putative"
mips_62_02_01_01
at_At3g27320 - mips_11_10 "esterase, putative"
mips_11_10_09
at_At3g29770 - mips_01_02 "alpha/beta hydrolase, putative"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_06_13
mips_11_05
mips_11_05_03
mips_40_19
at_At3g44520 - mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_40_19
at_At3g44830 mips_01_06_04 "putative protein"
mips_01_06_13
mips_63_09
at_At3g45010 - mips_06_13_04 "carboxypeptidase precursor-like protein"
mips_40_25
at_At3g47590 mips_01_05_01_01_01 "putative protein"
mips_01_06_04
mips_02_11_05
mips_11_07_01
at_At3g48700 mips_01_06_04 "putative protein"
mips_01_06_07
mips_11_10
mips_11_10_09
at_At3g51000 - mips_01_05_01_01_09 "epoxide hydrolase-like protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At3g52010 - mips_06_01 "serine-type carboxypeptidase-like protein"
mips_06_04
mips_06_07
mips_06_07_11
mips_06_10
mips_06_13
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_67
at_At3g52570 - mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At3g55190 mips_01_02 "lipase -like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_02_25
at_At4g10030 - mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At4g10050 - mips_01_05_01_01 "lipase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_02_11_05
mips_06_07_99
mips_62_01_01
mips_62_02
mips_62_02_01
mips_62_02_01_02
at_At4g12910 - mips_62_02_01_01 "SERINE CARBOXYPEPTIDASE I PRECURSOR-like protein"
at_At4g14290 mips_01_05_01_01_01 "hypothetical protein"
mips_01_06_04
at_At4g15100 - mips_06_07_11 "hydroxynitrile lyase like protein"
mips_40_25
mips_62_02_01_01
at_At4g15960 - mips_01_05_01_01_09 "putative epoxide hydrolase"
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_40_19
at_At4g17150 - mips_01_05_01_01 "hypothetical protein"
mips_01_05_01_01_01
at_At4g22300 - mips_01_06_07 "putative protein"
mips_01_06_10
mips_48
at_At4g24140 mips_01_05 "putative protein"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_04
mips_01_25
mips_01_25_07
mips_47_03_11
mips_47_03_11_03
mips_63_09
at_At4g25290 - mips_01_02 "hypothetical protein"
mips_03_01_05
mips_11_07_03
mips_11_10
mips_11_10_99
mips_13_11_01
mips_13_11_11
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_10_99
at_At4g30810 - mips_06_07_11 "serine carboxypeptidase II like protein"
mips_40_25
mips_62_02_01_01
at_At4g31020 mips_01_06 "putative protein"
mips_01_06_04
mips_11_01
mips_13_11
at_At4g36610 - mips_01_02 "unknown protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_06_07
mips_06_13
mips_11_01
at_At4g37140 - mips_01_02 "putative protein (partial)"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At4g37150 - mips_01_02 "hydroxynitrile lyase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At5g02970 - mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_11_07
mips_40_19
at_At5g08260 - mips_40_07 "serine-type carboxypeptidase II-like protein"
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At5g09430 - mips_01_02 "putative hydrolase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_02_11_05
mips_11_07_01
at_At5g10300 - mips_01_02 "alpha-hydroxynitrile lyase-like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At5g11790 - mips_03_03_01_02 "unknown protein"
mips_06_07_03
mips_08_01
mips_10_01_05_01
mips_11_01_01
mips_11_01_99
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_13_03
mips_13_03_01
mips_13_11_03
mips_13_11_03_05
mips_14_01_01
mips_14_04_07
mips_20_25_03
mips_20_25_03_03
at_At5g13640 mips_01_06_01 "unknown protein"
mips_01_06_04
mips_01_06_13
mips_40_27
mips_63_09
at_At5g13800 - mips_01_05_01_01_09 "putative protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At5g15860 - mips_01_25 "Carboxylesterase-like protein"
mips_01_25_07
mips_13_07
mips_13_11
at_At5g16080 mips_01_06_04 "unknown protein"
mips_01_06_07
mips_11_10
mips_11_10_09
at_At5g18640 mips_01_06_04 "triacylglycerol lipase-like protein"
at_At5g19290 mips_01_06_04 "phospholipase - like protein"
mips_02_25
at_At5g19850 - mips_01_05 "putative protein"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_03
mips_03_03_01
mips_03_03_01_02
mips_06
mips_06_07_03
mips_13
mips_13_11
mips_14_04
mips_40_10
mips_40_19
at_At5g21950 - mips_03_03_01_02 "putative protein"
mips_06_07_03
mips_08_01
mips_10_01_05_01
mips_11_01_01
mips_11_01_99
mips_13_01_01_99
mips_13_11_03
mips_13_11_03_05
mips_14_01_01
at_At5g23210 - mips_06 "serine carboxypeptidase II-like protein"
mips_06_07_11
mips_40_25
mips_62_02_01_01
mips_67
at_At5g23530 mips_01_06_04 "unknown protein"
mips_01_06_07
at_At5g25770 mips_01_06_04 "putative protein"
at_At5g27320 mips_01_06_04 "Unknown protein"
mips_11_10
mips_11_10_09
at_At5g38520 - mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_02_11_05
mips_11_07_01
at_At5g41900 - mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_11_07
mips_40_19
at_At5g47350 - mips_01_06_07 "palmitoyl-protein thioesterase precursor-like"
mips_06_13_04
mips_06_13_04_01
mips_20_25_01
mips_20_25_01_01
mips_40_25
at_At5g56750 - mips_03_03_01_02 "pollen specific protein SF21"
mips_06_07_03
mips_08_01
mips_10_01_05
mips_10_01_05_01
mips_11_01_01
mips_11_01_99
mips_11_05_03
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_13_03
mips_13_03_01
mips_13_11_03
mips_13_11_03_05
mips_14_01
mips_14_01_01
mips_14_04_07
mips_20_25
mips_20_25_03
mips_20_25_03_03
at_At5g65400 - mips_01_01 "putative protein"
mips_01_01_01
mips_01_03
mips_01_03_01
mips_01_03_04
mips_01_07
mips_01_07_01
at_At5g66070 - mips_45 "putative protein"
mips_45_03
mips_45_03_17
Training Accuracy: 32/91 (35.16%)
Training Frequency class 'mips_01_06_04': 120/3968 (3.02%)
Evaluation on validation data (1980 items):
at_At1g05790 mips_01_06_04 "hypothetical protein"
mips_06
mips_06_01
mips_63_19
at_At1g13610 - mips_02 "hypothetical protein"
mips_01_05_01
mips_01_05_01_01
mips_01_06
at_At1g13820 - mips_01_02 "hypothetical protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_02_11
mips_02_11_05
mips_11_07
mips_11_07_01
mips_40_19
at_At1g15490 - mips_01_02 "putative protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_11
mips_11_07
mips_40_19
at_At1g18460 mips_01_06_04 "unknown protein"
mips_01_25
mips_01_25_07
mips_40_25
mips_40_27
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_03
mips_63_09
at_At1g26360 - mips_01_02 "hypothetical protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_11
mips_11_05
mips_11_05_03
mips_11_07
mips_40_19
at_At1g29840 mips_01_05_01_01_01 "hypothetical protein"
mips_01_06_04
mips_02_11_05
mips_11_07_01
mips_37
mips_37_03
mips_37_03_21
mips_37_03_21_01
mips_45
mips_45_03
mips_45_03_09
mips_45_03_19
mips_47_03_21
mips_47_03_21_01
mips_63_05
at_At1g43780 - mips_06_07_11 "serine carboxypeptidase II, putative"
mips_40_25
mips_62_02_01_01
at_At1g49640 mips_01_06_04 "hypothetical protein"
at_At1g51300 - mips_01_06_07 "hypothetical protein"
mips_01_06_10
mips_48
at_At1g52760 mips_01_06_04 "lipase like protein"
mips_02_25
at_At1g68620 mips_01_06_04 "putative carboxylesterase"
mips_01_06_07
at_At1g72620 - mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_03_03_01_02
mips_06_07_03
mips_08_01
mips_10_01_05
mips_10_01_05_01
mips_11_01_01
mips_11_01_99
at_At1g73270 - mips_06_01 "putative serine carboxypeptidase"
mips_06_07
mips_06_07_11
mips_06_10
mips_06_13
mips_40_25
at_At1g74300 - mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At2g18080 - mips_06_07_11 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_40_25
mips_47_03_05
mips_47_03_05_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
at_At2g22960 - mips_47 "pseudogene"
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At2g22990 - mips_06_07_11 "putative serine carboxypeptidase I"
mips_40_25
at_At2g23570 - mips_01_20_99 "putative acetone-cyanohydrin lyase"
at_At2g26750 - mips_01_02 "putative epoxide hydrolase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_20_25_03
mips_20_25_03_04
mips_25_05_09
mips_25_05_10
mips_40_19
at_At2g39410 mips_01_06_04 "putative phospholipase"
mips_02_25
at_At2g42450 mips_01_06 "hypothetical protein"
mips_01_06_04
mips_06_13
at_At2g45600 - mips_01_05_01 "unknown protein"
mips_01_05_01_01
mips_11_07
mips_11_07_09
mips_11_10
mips_11_10_09
mips_13_03
mips_13_03_01
mips_13_03_05
mips_40_07
mips_40_27
mips_40_27_99
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_05
at_At2g47390 - mips_14_04_03_03 "unknown protein"
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
mips_45_03_05
mips_45_03_05_09
at_At3g07400 mips_01_06_04 "hypothetical protein"
at_At3g09690 - mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At3g10840 mips_01_02 "putative alpha/beta hydrolase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_04
mips_01_25
mips_01_25_07
mips_11_07
mips_40_19
mips_40_27
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_03
mips_63_09
at_At3g48410 - mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_40_19
at_At3g50440 - mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At3g52000 - mips_06_07_11 "serine-type carboxypeptidase like protein"
mips_40_25
at_At3g52020 - mips_06_01 "serine-type carboxypeptidase-like protein"
mips_06_07_11
mips_06_10
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At3g54240 - mips_01_02 "putative protein (fragment)"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At3g55180 mips_01_06_04 "lipase -like protein"
mips_02_25
at_At3g60340 - mips_01_06_07 "palmitoyl-protein thioesterase precursor like"
mips_06_13_04
mips_06_13_04_01
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_25
at_At3g61540 - mips_06_13_01 "prolyl aminopeptidase-like protein"
at_At4g09900 - mips_01_02 "putative host response protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At4g12830 - mips_01_05 "hydrolase like protein"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_06_13
mips_40_19
at_At4g16820 mips_01_06_04 "triacylglycerol lipase like protein"
at_At4g17470 - mips_01_06_07 "putative protein"
mips_06_13_04
mips_06_13_04_01
mips_20_25_01
mips_20_25_01_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_25
at_At4g17483 - mips_01_06_07 "putative protein"
mips_06_13_04
mips_06_13_04_01
mips_20_25_01
mips_20_25_01_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_25
at_At4g33180 - mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At4g37470 - mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
at_At5g06570 mips_01_06_04 "putative protein"
mips_01_06_07
mips_11_10
mips_11_10_09
at_At5g09640 - mips_06_07_11 "carboxypeptidase like protein"
mips_40_25
mips_62_02_01_01
at_At5g11650 mips_02 "lysophospholipase - like protein"
mips_01_05_01
mips_01_06
mips_01_06_04
mips_02_25
mips_11_01
mips_13_11
at_At5g14390 - mips_14_04_03_01 "putative protein"
at_At5g14980 mips_01_02 "lysophospholipase -like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_02_25
at_At5g16120 mips_01_05_01_01_09 "lipase-like protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_02_25
at_At5g17780 - mips_01_02 "putative protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_06_13
mips_11_07
mips_40_19
at_At5g22980 - mips_06_13_04 "serine carboxypeptidase"
mips_40_25
at_At5g36210 - mips_20_25_16 "acyl-peptide hydrolase-like"
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_07
at_At5g38220 - mips_14_04_03 "putative protein"
mips_14_04_03_01
at_At5g38360 - mips_01_02 "similar to unknown protein (pir||T03994)"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
at_At5g39220 - mips_01_02 "putative protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_06_07
mips_06_13
mips_11
mips_11_07
mips_40_19
at_At5g58310 - mips_01_02 "polyneuridine aldehyde esterase-like; also similar to alpha-hydroxynitrile lyase"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20
mips_01_20_99
mips_11_05
mips_11_05_03
mips_40_19
Validation Accuracy: 16/55 (29.09%)
Validation Frequency class 'mips_01_06_04': 46/1980 (2.32%)
Evaluation on propertest data (3048 items):
at_At1g11090 mips_01_06_04 "lysophospholipase isolog"
mips_02_25
at_At1g15000 - mips_06_13_04 "serine carboxypeptidase precursor, putative"
mips_40_25
mips_62_02_01_02
at_At1g17430 - mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_03_03_01_02
mips_06_07_03
mips_08_01
mips_40_19
at_At1g19190 mips_01_06_04 "hypothetical protein"
mips_11_10
mips_11_10_09
at_At1g26120 - mips_01 "unknown protein (At1g26120)"
mips_01_06
mips_01_25
mips_01_25_07
mips_10
mips_13
mips_13_03
mips_13_03_01
mips_13_03_05
mips_13_07
mips_20
mips_40_27
mips_40_27_99
mips_63
mips_63_01
mips_98
at_At1g27480 mips_01_06_01 "unknown protein"
mips_01_06_04
mips_01_06_13
mips_40_27
mips_63_09
at_At1g32190 - mips_14_04_03 "hypothetical protein"
mips_14_04_03_01
at_At1g33540 - mips_06_04 "serine carboxypeptidase, putative"
mips_06_13
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_67
at_At1g33990 - mips_01_20_99 "unknown protein"
mips_02_25
at_At1g47480 mips_01_06_04 "unknown protein"
mips_01_06_07
mips_11_10
mips_11_10_09
at_At1g52470 mips_01 "hypothetical protein"
mips_01_06
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_40_16
mips_48
mips_98
at_At1g52510 - mips_01_02 "unknown protein (At1g52510)"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_20_25_03
mips_20_25_03_04
mips_25_05_09
mips_25_05_10
at_At1g52750 - mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
at_At1g68900 - mips_01_01_01_11 "hypothetical protein"
mips_01_01_01_11_09
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_07_01
at_At1g74280 - mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At1g78210 - mips_01_02 "unknown protein (At1g78210)"
mips_01_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_02_11_05
mips_06_13
mips_11_07_01
mips_40_19
at_At2g05850 - mips_06_07_11 "putative serine carboxypeptidase II"
mips_40_25
mips_62_02_01_01
at_At2g15230 mips_01_06_04 "putative lysosomal acid lipase"
mips_01_25
mips_01_25_07
mips_40_25
mips_47_03_11
mips_47_03_11_03
mips_63_09
at_At2g18360 - mips_02_11 "unknown protein"
mips_02_11_05
mips_11_07
mips_11_07_01
at_At2g23590 - mips_01_02 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_11_05_03
mips_11_07
mips_40_19
at_At2g23600 - mips_01_02 "putative acetone-cyanohydrin lyase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20
mips_01_20_99
mips_06_07
mips_11
mips_11_05
mips_11_05_03
mips_11_07
mips_40_19
at_At2g23620 - mips_01_05_01_01_09 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At2g24280 - mips_06_07_11 "putative prolylcarboxypeptidase"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_40_25
mips_47_03_05
mips_47_03_05_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
at_At2g26740 - mips_01_02 "epoxide hydrolase (ATsEH)"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At2g27920 - mips_06_01 "putative carboxypeptidase"
mips_06_04
mips_06_13
mips_06_13_04
mips_06_13_04_02
mips_40_07
mips_40_09
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_02
mips_67
at_At2g35780 - mips_06_01 "putative serine carboxypeptidase II"
mips_06_07_11
mips_06_10
mips_40_25
mips_62_02_01
mips_62_02_01_01
at_At3g10870 - mips_01_05 "putative alpha-hydroxynitrile lyase"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_06_13
mips_10_01_01
mips_11_05
mips_11_05_03
mips_40_19
at_At3g12203 - mips_06_07_11 "serine carboxypeptidase, putative"
mips_40_25
at_At3g12220 - mips_06_01 "hypothetical protein"
mips_06_04
mips_06_07
mips_06_07_11
mips_06_10
mips_06_13
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At3g12230 - mips_06_07_11 "hypothetical protein"
mips_40_25
at_At3g30380 - mips_14_04_03 "unknown protein"
mips_14_04_03_01
at_At3g47560 mips_01_05 "unknown protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_04
mips_11
mips_11_07
at_At3g48690 mips_01_06_04 "putative protein"
mips_01_06_07
mips_11_10
mips_11_10_09
at_At3g62860 mips_01_06_04 "unknown protein"
at_At3g63010 mips_01_06_04 "putative protein"
mips_11_10
mips_11_10_09
at_At3g63470 - mips_06_07_11 "serin carboxypeptidase - like protein"
mips_40_25
mips_62_02_01_01
at_At4g02340 - mips_01_02 ""
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_11_07
mips_40_19
at_At4g12230 - mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
at_At4g13550 - mips_01_01 "putative protein"
mips_01_01_01
mips_01_20_35
mips_01_20_35_01
at_At4g16690 - mips_01 "cyanohydrin lyase like protein"
mips_01_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20
mips_01_20_99
mips_11
mips_11_05
mips_11_05_03
mips_11_07
mips_40_19
at_At4g17480 - mips_01_06_07 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_20_25_01
mips_20_25_01_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_25
at_At4g19860 mips_01_06 "putative protein"
mips_01_06_01
mips_01_06_04
mips_01_06_13
mips_40_27
mips_63_09
at_At4g24160 mips_01_02 "putative protein"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_40_19
at_At4g24380 - mips_01_01 "putative protein"
mips_01_01_01
mips_01_03
mips_01_03_01
mips_01_03_04
mips_01_07
mips_01_07_01
at_At4g24760 - mips_14_04_03 "unknown protein"
mips_14_04_03_01
at_At4g25770 mips_01_06_04 "putative protein"
at_At4g30610 - mips_06_07_11 "SERINE CARBOXYPEPTIDASE II-like protein"
mips_40_25
at_At4g36190 - mips_06_07_11 "putative prolyl carboxypeptidase"
mips_06_13_04
mips_06_13_04_01
mips_40_25
mips_47_03_05
mips_47_03_05_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
at_At4g36530 - mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_02_11
mips_02_11_05
mips_11_07
mips_11_07_01
mips_40_19
at_At5g11910 mips_01_05_01_01_01 "putative esterase - like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_04
at_At5g14180 mips_01_06_04 "AT5g14180/MUA22_18"
mips_01_25
mips_01_25_07
mips_40_25
mips_40_27
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_03
mips_63_09
at_At5g14190 mips_01_06_04 "predicted GPI-anchored protein"
mips_01_25
mips_01_25_07
mips_40_25
mips_40_27
mips_47_03_11
mips_47_03_11_03
mips_63_09
at_At5g14310 mips_01_05_01 "putative protein"
mips_01_05_01_01
mips_01_06
mips_01_06_04
mips_01_06_07
mips_11_10
mips_11_10_09
at_At5g17720 - mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_11_07
mips_40_19
at_At5g18630 mips_01_06_04 "triacylglycerol lipase-like protein"
at_At5g20060 - mips_01_06_07 "unknown protein"
mips_01_06_10
mips_48
at_At5g20520 mips_01_06_04 "unknown protein"
mips_14_04_03
mips_14_04_03_01
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
at_At5g22460 - mips_01_05_01_01 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_06_13
mips_40_19
at_At5g22860 - mips_06 "prolylcarboxypeptidase-like protein"
mips_06_07
mips_06_07_11
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_40
mips_40_25
mips_47
mips_47_03
mips_47_03_05
mips_47_03_05_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_98
mips_99
at_At5g24260 - mips_06_13 "dipeptidyl peptidase IV-like protein"
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_03
mips_20_25
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
at_At5g36180 - mips_06_01 "serine carboxypeptidase"
mips_06_07_11
mips_06_10
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At5g47330 - mips_01 "palmitoyl-protein thioesterase precursor-like"
mips_01_06
mips_01_06_07
mips_06
mips_06_07
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_25
at_At5g47340 - mips_01_06_07 "palmitoyl-protein thioesterase precursor-like"
mips_06_13_04
mips_06_13_04_01
mips_20_25_01
mips_20_25_01_01
mips_33_03_13
mips_40_25
at_At5g51180 mips_01_06_04 "unknown protein"
at_At5g62180 - mips_11_07_09 "putative protein"
mips_11_10
mips_11_10_09
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_05
mips_47_03_11_07
at_At5g65760 - mips_06_07_11 "lysosomal Pro-X carboxypeptidase"
mips_06_13_04
mips_06_13_04_01
mips_40_25
mips_47_03_05
mips_47_03_05_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
at_At5g66960 - mips_06_13_04 "protease-like"
mips_40_25
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
Propertest Accuracy: 20/67 (29.85%)
Propertest Frequency class 'mips_01_06_04': 71/3048 (2.33%)
New (unknown) data (1980 items):
at_At1g06250 - no entry null
at_At1g10740 - no entry null
at_At1g29120 - no entry null
at_At1g34340 - no entry null
at_At1g35420 - no entry null
at_At1g52700 - no entry null
at_At1g54570 - no entry null
at_At1g54990 - no entry null
at_At1g58350 - no entry null
at_At1g61130 - mips_06 ""
mips_06_13
at_At1g73750 - no entry null
at_At1g80280 - mips_11_07 "unknown protein"
mips_30_01
at_At2g23000 - no entry null
at_At2g24000 - no entry null
at_At2g33530 - no entry null
at_At2g44810 - no entry null
at_At3g12240 - no entry null
at_At3g19970 - no entry null
at_At3g26840 - no entry null
at_At3g27325 - mips_08_07 "unknown protein, 3'partial"
at_At3g48080 - no entry null
at_At3g48090 - no entry null
at_At3g62590 - no entry null
at_At4g00500 - no entry null
at_At4g18550 - no entry null
at_At4g36210 - no entry null
at_At5g14930 - no entry null
at_At5g24190 - mips_99 "putative protein"
at_At5g24210 - no entry null
at_At5g24230 - no entry null
at_At5g41120 - no entry null
at_At5g42230 - no entry null
at_At5g42240 - no entry null
at_At5g43860 - no entry null
at_At5g49950 - no entry null
at_At5g53050 - no entry null
at_At1g05800 - no entry null
at_At1g08310 - no entry null
at_At1g11080 - mips_06 "Serine carboxypeptidase isolog"
mips_06_13
at_At1g23330 - no entry null
at_At1g30370 - mips_01_06 "hypothetical protein"
at_At1g49660 - no entry null
at_At1g51440 - mips_01_06 "putative protein"
at_At1g52460 - mips_01 "hypothetical protein"
mips_01_06
at_At1g73310 - no entry null
at_At1g74640 - no entry null
at_At2g05260 - no entry null
at_At2g22920 - no entry null
at_At2g22970 - mips_06_13 "putative serine carboxypeptidase II"
at_At2g22980 - no entry null
at_At2g23010 - mips_06_13 "putative serine carboxypeptidase I"
at_At2g31100 - no entry null
at_At2g42690 - no entry null
at_At2g44970 - no entry null
at_At3g09410 - no entry null
at_At3g10450 - no entry null
at_At3g14360 - no entry null
at_At3g17180 - mips_06_13 "putative serine carboxypeptidase II"
at_At3g23600 - no entry null
at_At3g26820 - no entry null
at_At3g43540 - no entry null
at_At3g44510 - no entry null
at_At3g49050 - mips_06_01 "calmodulin-binding heat-shock - like protein"
at_At3g50790 - no entry null
at_At3g56540 - mips_06 "serine carboxypeptidase-like protein"
mips_06_13
at_At3g58800 - no entry null
at_At3g61680 - no entry null
at_At4g16070 - no entry null
at_At4g19420 - mips_98 "putative pectinacetylesterase"
mips_99
at_At5g19630 - no entry null
at_At5g24180 - no entry null
at_At5g24200 - no entry null
at_At5g24220 - no entry null
at_At5g37710 - mips_06_01 "calmodulin-binding heat-shock protein -like"
at_At5g41130 - no entry null
at_At5g44250 - no entry null
at_At5g50890 - no entry null
at_At5g67050 - mips_01 "unknown protein"
mips_01_06
mips_06
mips_06_13
at_At1g02660 - no entry null
at_At1g06800 - no entry null
at_At1g15060 - no entry null
at_At1g19670 - no entry null
at_At1g28110 - no entry null
at_At2g03140 - mips_63_06 "similar to late embryogenesis abundant proteins"
at_At2g18100 - no entry null
at_At2g30550 - no entry null
at_At2g31690 - no entry null
at_At2g32520 - mips_98 "putative carboxymethylenebutenolidase"
at_At3g11620 - no entry null
at_At3g12150 - no entry null
at_At3g23570 - no entry null
at_At3g52430 - no entry null
at_At5g17670 - no entry null
at_At5g19050 - no entry null
at_At5g22960 - no entry null
at_At5g41850 - mips_99 "unknown protein"
at_At5g42930 - mips_01 "unknown protein"
mips_01_06
mips_06
mips_06_13
------------------
Rule 5
b.82.1 <= 1.1e-15
-> class mips_01_05_01 "C-compound and carbohydrate utilization"
Evaluation on training data (3968 items):
at_At1g03890 mips_01_05_01_01_03 "putative cruciferin 12S seed storage protein"
mips_02_13
mips_65
at_At1g10460 mips_01_05_01_01_03 "germin-like protein (GLP7)"
mips_02_13
at_At1g18970 mips_01_05_01_01_03 "germin-like protein (GLP4)"
mips_02_13
at_At1g67070 mips_01_05_01_01_01 "phosphomannose isomerase (din9)"
at_At1g72610 mips_01_05_01_01 "germin-like protein"
mips_01_05_01_01_03
at_At2g28680 mips_01_05_01_01_01 "legumin-like protein"
mips_01_05_01_01_03
mips_02_13
mips_02_99
mips_65
at_At3g10080 mips_01_05_01_01_03 "germin-like protein"
mips_02_13
at_At4g14710 - mips_01_01_01_07 "hypothetical protein"
mips_01_01_01_07_04
at_At4g28520 mips_01_05_01_01_03 "12S cruciferin seed storage protein"
mips_65
at_At5g38930 mips_01_05_01 "germin - like protein"
mips_01_05_01_01
mips_01_05_01_01_03
mips_30_01
at_At5g38950 mips_01_05_01_01_03 "germin - like protein"
at_At5g39100 mips_01_05_01_01_03 "germin-like protein (GLP6)"
mips_02_13
mips_30_01
at_At5g39110 mips_01_05_01_01_03 "germin -like protein"
mips_02_13
at_At5g39150 mips_01_05_01_01_03 "germin - like protein"
mips_02_13
at_At5g61750 mips_01_05 "germin-like protein - like"
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11_05
mips_30
Training Accuracy: 14/15 (93.33%)
Training Frequency class 'mips_01_05_01': 452/3968 (11.39%)
Evaluation on validation data (1980 items):
at_At1g09560 mips_02 "germin-like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11_01
mips_11_05
mips_30_01
at_At1g18980 mips_01_05_01_01 "unknown protein"
mips_01_05_01_01_03
mips_02_13
at_At3g62020 mips_01_05_01_01_03 "germin-like protein (GLP10)"
mips_02_13
at_At5g39120 mips_01_05_01_01_03 "germin - like protein"
mips_02_13
mips_30_01
at_At5g39130 mips_01_05_01_01_03 "germin - like protein"
mips_02_13
Validation Accuracy: 5/5 (100.00%)
Validation Frequency class 'mips_01_05_01': 195/1980 (9.85%)
Evaluation on propertest data (3048 items):
at_At1g74820 mips_01_05_01_01 "germin-like protein"
mips_01_05_01_01_03
mips_02_13
at_At2g18540 - mips_13_07 "putative vicilin storage protein (globulin-like)"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_27
mips_63_06
mips_63_07
mips_65
at_At2g26400 - mips_01_01 "unknown protein"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_04
at_At4g02980 - mips_03_99 "auxin-binding protein 1 precursor"
mips_20_20
mips_20_20_18
at_At4g14630 mips_02 "germin precursor oxalate oxidase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11
mips_11_01
mips_11_05
mips_30
mips_30_01
at_At5g26700 mips_01 "nectarin - like protein"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11
mips_11_01
mips_11_05
mips_30
mips_30_01
mips_98
at_At5g38910 mips_02 "germin - like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11
mips_11_01
mips_11_05
mips_30
mips_30_01
at_At5g38940 mips_01_05_01_01_03 "germin - like protein"
mips_30_01
at_At5g38960 mips_01_05_01_01_03 "germin - like protein"
mips_02_13
mips_30_01
at_At5g39190 mips_02 "germin-like protein (GLP2a) copy2"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11_01
mips_11_05
mips_30_01
at_At5g43850 - mips_01_01_01_07 "putative protein"
mips_01_01_01_07_04
at_At5g54080 - mips_01_01 "homogentisate 1,2-dioxygenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
Propertest Accuracy: 7/12 (58.33%)
Propertest Frequency class 'mips_01_05_01': 301/3048 (9.88%)
New (unknown) data (1980 items):
at_At1g03880 - mips_65 "putative cruciferin 12S seed storage protein"
at_At4g36700 - mips_65 "globulin-like protein"
at_At1g07750 - mips_65 "globulin like protein"
at_At4g10280 - no entry null
at_At2g28490 - mips_65 "putative seed storage protein (vicilin-like)"
at_At3g22640 - mips_65 "unknown protein"
at_At5g44120 - mips_65 "legumin-like protein"
------------------
Rule 244
c.68 <= 5.7e-05
-> class mips_01_05_01 "C-compound and carbohydrate utilization"
Evaluation on training data (3968 items):
at_At1g27680 mips_01_01 "ADP-glucose pyrophosphorylase, putative"
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_07
mips_01_07_01
mips_02_19
mips_05_04
mips_30_01
at_At1g54940 mips_01_05_01_03_02 "hypothetical protein"
mips_02_19
at_At1g56600 mips_01_05_01_03_02 "putative galactinol synthase"
mips_02_19
at_At1g60470 mips_02 ""
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_02_19
mips_06_07
at_At1g74910 mips_01_05_01_03 "putative GDP-mannose pyrophosphorylase"
mips_01_05_01_03_02
mips_01_07_01
at_At2g02500 - mips_01_06_01_07 "2-C-methyl-D-erythritol 4-phosphate cytidyltransferase (ATMEPCT)"
at_At2g19880 - mips_01_06_01_03 "unknown protein"
mips_14_04_07
mips_25_05_09
mips_30_02
mips_33_03_99
mips_35_03_09
mips_48
mips_63_09
mips_63_13
mips_63_13_01
mips_63_19_99
at_At2g34970 mips_01_01 "putative translation initiation factor eIF-2B epsilon subunit"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_01_07
mips_01_07_01
mips_05
mips_05_04
mips_40_03
at_At2g35020 mips_01 "putative UDP-N-acetylglucosamine pyrophosphorylase"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_01
at_At2g35650 mips_01_05_01_03 "glucosyltransferase like protein"
mips_01_05_01_03_02
mips_30_27
mips_30_27_01
at_At2g37090 mips_01_05 "unknown protein"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_05
mips_06_07
mips_40_99
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_17_09
at_At2g47180 mips_01_05_01_03_02 "putative galactinol synthase"
mips_03_03_02
mips_10_01_99
mips_14_04_03
mips_14_04_03_05
at_At3g07330 mips_01_05_01_03_02 "unknown protein"
mips_30_27
mips_30_27_01
at_At3g28180 mips_01_05_01_03_02 "unknown protein"
mips_01_05_01_03_04
mips_13_05
mips_13_05_01
mips_13_07
mips_30_27
mips_30_27_01
mips_40_27
mips_48
at_At3g55590 mips_01_05_01_03_02 "mannose-1-phosphate guanylyltransferase-like protein"
mips_01_07_01
mips_02_19
at_At4g18300 - mips_01_07_01 "initiation factor-2Bepsilon-like protein"
at_At4g23990 mips_01_05_01_03_02 "cellulose synthase catalytic subunit - like protein"
at_At4g26250 mips_01_05_01_03 "putative protein"
mips_01_05_01_03_02
mips_02_19
at_At4g33330 mips_01_05_01_03_02 "putative protein"
at_At5g03760 mips_01_05_01_03 "putative protein"
mips_01_05_01_03_02
mips_30_34
mips_30_34_03
at_At5g16190 mips_01_05_01_03_02 "putative protein"
mips_30_34
mips_30_34_03
at_At5g19220 mips_01_05_01_03 "Glucose-1-phosphate adenylyltransferase (ApL1/adg2)"
mips_01_05_01_03_02
mips_01_07
mips_02_19
at_At5g22740 mips_01_05_01_03 "glucosyltransferase-like protein"
mips_01_05_01_03_02
mips_30_34
mips_30_34_03
at_At5g30500 mips_01_05_01_03_02 "galactinol synthase - like"
at_At5g46420 - mips_04_01 "unknown protein"
mips_04_01_01
mips_04_01_04
at_At5g48300 mips_01_05_01_03 "ADPG pyrophosphorylase small subunit (gb|AAC39441.1)"
mips_01_05_01_03_02
mips_01_07
mips_01_07_01
mips_02_19
mips_05_04
Training Accuracy: 22/26 (84.62%)
Training Frequency class 'mips_01_05_01': 452/3968 (11.39%)
Evaluation on validation data (1980 items):
at_At1g05610 mips_01_05_01_03 "putative ADP-glucose pyrophosphorylase, small subunit precursor"
mips_01_05_01_03_02
mips_01_07
mips_02_19
at_At1g24070 mips_01 "glucosyltransferase, putative"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_30
mips_30_27
mips_30_27_01
mips_40
mips_40_02
mips_98
mips_99
at_At1g27600 mips_01_05_01_03 "UDP-glucuronyltransferase like protein"
mips_01_05_01_03_01
mips_40_08
mips_40_99
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_17_09
at_At1g60450 mips_01_05_01_03_02 ""
mips_02_19
at_At2g24630 mips_01_05_01_03_02 "putative glucosyltransferase"
mips_30_34
mips_30_34_03
at_At2g35710 mips_01_05_01_03_02 "glycogenin like protein"
mips_02_19
at_At2g39770 mips_01_05_01_03_02 "GDP-mannose pyrophosphorylase"
mips_02_19
at_At3g56000 mips_01_05 "putative protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_30
mips_30_34
mips_30_34_03
mips_98
at_At4g24000 mips_01_05_01_01 "putative protein"
mips_01_05_01_03_02
at_At4g36890 mips_01_05_01 "UDP-glucuronyltransferase-like protein"
mips_01_05_01_03
mips_01_05_01_03_01
mips_05
mips_06_07
mips_40_02
mips_40_08
mips_40_99
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_17
mips_63_17_09
at_At5g52560 mips_01_04 "unknown protein"
mips_01_05_01_03
mips_30_01
Validation Accuracy: 11/11 (100.00%)
Validation Frequency class 'mips_01_05_01': 195/1980 (9.85%)
Evaluation on propertest data (3048 items):
at_At1g08990 mips_01_05_01_03 "unknown protein"
mips_01_05_01_03_02
at_At1g09350 mips_01_05_01_03 "putative galactinol synthase"
mips_01_05_01_03_02
mips_02_19
at_At1g23480 mips_01_05_01_03_02 "putative glucosyltransferase"
mips_30_34
mips_30_34_03
at_At2g04650 mips_02 "putative GDP-mannose pyrophosphorylase"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_07
mips_01_07_01
mips_02_19
mips_30
mips_30_01
mips_40_03
at_At2g21590 mips_01_05_01_03 "putative ADP-glucose pyrophosphorylase large subunit"
mips_01_05_01_03_02
mips_01_07
mips_01_07_01
mips_02_19
mips_05_04
at_At2g32530 mips_01_05_01_03 "putative cellulose synthase"
mips_01_05_01_03_02
mips_30_01
at_At2g39630 mips_01_05_01_03_01 "putative dolichyl-phosphate beta-glucosyltransferase"
mips_01_05_01_03_02
mips_06_07_02
at_At3g18660 mips_02 "unknown protein"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_06_07
at_At4g07960 mips_01_05_01_03_02 "putative glucosyltransferase"
mips_30_34
mips_30_34_03
at_At4g13410 mips_01_05 "putative protein"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_30
mips_30_34
mips_30_34_03
mips_40_02
at_At4g16590 mips_01_05_01_03_02 "cellulose synthase like protein"
mips_30_27
mips_30_27_01
at_At4g16600 mips_01_05_01_03_02 "glucosyltransferase like protein"
mips_02_19
at_At4g30570 mips_01_05_01_03 "GDP-mannose pyrophosphorylase like protein"
mips_01_05_01_03_02
mips_01_07
mips_01_07_01
mips_05_04
mips_30_01
at_At4g31590 mips_01_05 "putative protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_30
mips_30_34
mips_30_34_03
at_At4g39210 mips_01_05_01_03_02 "glucose-1-phosphate adenylyltransferase (APL3)"
mips_01_07_01
mips_02_19
at_At5g23790 mips_02 "galactinol synthase"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_06_07
at_At5g67230 mips_01_05_01_03_01 "UDP-glucuronyltransferase-like protein"
mips_40_08
mips_40_99
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
Propertest Accuracy: 17/17 (100.00%)
Propertest Frequency class 'mips_01_05_01': 301/3048 (9.88%)
New (unknown) data (1980 items):
at_At1g13250 - no entry null
at_At1g31070 - no entry null
at_At1g53000 - no entry null
at_At1g53290 - no entry null
at_At1g56550 - no entry null
at_At1g77130 - no entry null
at_At2g38650 - mips_01_05 "unknown protein"
mips_05
mips_06_07
mips_40_07
at_At3g61130 - no entry null
at_At4g01220 - no entry null
at_At4g38270 - no entry null
at_At5g15470 - no entry null
at_At1g02720 - mips_01_05 "hypothetical protein"
mips_05
mips_06_07
at_At1g18580 - no entry null
at_At1g19300 - no entry null
at_At1g71220 - no entry null
at_At2g20810 - no entry null
at_At3g08900 - no entry null
at_At3g50760 - no entry null
at_At3g56040 - no entry null
at_At3g58790 - mips_01 "putative protein"
mips_01_05
mips_98
mips_99
at_At5g17310 - mips_01 "UDP-glucose pyrophosphorylase"
mips_01_05
mips_02_19
mips_06
mips_14_04
mips_25_05
at_At5g18480 - no entry null
at_At5g54690 - no entry null
at_At1g06780 - mips_40_07 "unknown protein (At1g06780)"
at_At1g24170 - mips_01 "putative glycosyl transferase"
mips_01_05
mips_98
mips_99
at_At1g64980 - no entry null
at_At1g70090 - no entry null
at_At2g46480 - no entry null
at_At3g25140 - no entry null
at_At3g28340 - no entry null
at_At3g62660 - mips_11_01 "unknown protein"
at_At4g02130 - no entry null
at_At4g38240 - mips_01 "glycosyltransferase like protein"
mips_01_05
mips_06
mips_14
mips_14_04
mips_25_05
mips_40
at_At5g15650 - mips_30_01 "reversibly glycosylated polypeptide-2 (AtRGP)"
at_At5g47780 - no entry null
at_At5g50750 - no entry null
------------------
Rule 667
a.102 <= 1.2e-21
a.102.4 > 1.2e-21
-> class mips_01_05_01 "C-compound and carbohydrate utilization"
Evaluation on training data (3968 items):
at_At1g30000 mips_01_05_01_01_02 "endoplasmic reticulum alpha-mannosidase, putative"
mips_63_17_01
at_At1g64390 mips_01_05_01 "endo-beta-1,4-glucanase, putative"
mips_01_05_01_01
mips_30_01
at_At2g44570 mips_01_05_01_01 "putative glucanase"
at_At3g21160 mips_01_05_01_01_02 "putative alpha 1,2-mannosidase"
at_At4g09740 mips_01_05_01_01 "cellulase-like protein"
Training Accuracy: 5/5 (100.00%)
Training Frequency class 'mips_01_05_01': 452/3968 (11.39%)
Evaluation on validation data (1980 items):
at_At1g19940 mips_01_05 "putative protein"
mips_01_05_01_01
at_At2g44550 mips_01_05_01_01 "putative glucanase"
at_At4g24260 mips_01_05_01_01 "endo-1,4-beta-glucanase like protein"
at_At4g39010 mips_01_05 "putative endo-1,4-beta-glucanase"
mips_01_05_01
mips_01_05_01_01
mips_30
mips_30_01
at_At5g49720 mips_01_05_01 "cellulase homolog OR16pep precursor (pir||S71215)"
mips_01_05_01_01
mips_30_01
Validation Accuracy: 5/5 (100.00%)
Validation Frequency class 'mips_01_05_01': 195/1980 (9.85%)
Evaluation on propertest data (3048 items):
at_At1g27520 mips_01_05_01_01_02 "unknown protein"
mips_63_17_01
at_At1g51590 mips_01_05_01_01 "mannosyl-oligosaccharide 1,2-alpha-mannosidase, putative"
mips_01_05_01_01_02
mips_06
mips_40_08
mips_63_17_01
at_At1g71380 mips_01 "beta-glucanase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_30
mips_30_01
mips_98
at_At1g72000 mips_01 "putative invertase"
mips_01_05
mips_01_05_01
at_At5g43710 mips_01_05_01_01_02 "unknown protein"
mips_63_17
mips_63_17_01
Propertest Accuracy: 5/5 (100.00%)
Propertest Frequency class 'mips_01_05_01': 301/3048 (9.88%)
New (unknown) data (1980 items):
at_At1g22650 - no entry null
at_At1g22880 - mips_30_01 "putative endo-1,4-beta-D-glucanase"
at_At1g56560 - no entry null
at_At3g24180 - no entry null
at_At4g03200 - no entry null
at_At4g38990 - no entry null
at_At5g01540 - no entry null
at_At1g02800 - no entry null
at_At1g33700 - no entry null
at_At1g35580 - no entry null
at_At1g48930 - no entry null
at_At1g70710 - no entry null
at_At1g75680 - mips_30_01 "endo-beta-1,4-glucanase, putative"
at_At2g44560 - no entry null
at_At3g43860 - no entry null
at_At4g02290 - no entry null
at_At4g09510 - no entry null
at_At4g10060 - no entry null
at_At4g11050 - no entry null
at_At4g23560 - no entry null
at_At4g34860 - no entry null
at_At4g39000 - mips_30_01 "putative endo-1,4-beta-glucanase"
at_At5g49900 - no entry null
at_At1g23210 - mips_30_01 "Hypothetical protein"
at_At1g65610 - no entry null
at_At2g32990 - mips_30_01 "putative glucanse"
at_At2g44540 - no entry null
at_At4g34260 - no entry null
at_At5g22510 - no entry null
------------------
Rule 153
b.82.7 > 2.8e-13
c.1.10 > 4.2e-25
c.2.1 <= 0.0053
-> class mips_01_05_01 "C-compound and carbohydrate utilization"
Evaluation on training data (3968 items):
at_At1g01510 - mips_01_04 "C-terminal binding protein (ANGUSTIFOLIA)"
mips_03_03_03
mips_04_05_01_04_03
mips_06_10
mips_13_03
mips_13_03_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At1g01790 - mips_13 "K Efflux antiporter KEA1"
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
at_At1g03630 mips_01_01 "protochlorophyllide reductase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_30_26
mips_30_26_03
at_At1g03860 - mips_03_01_03 "putative prohibitin 2"
mips_10_01_11
mips_14_01
mips_14_01_05
mips_14_01_99
mips_20_25
mips_20_25_07
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_03
mips_45
mips_45_03
mips_45_03_03
at_At1g07440 mips_01_01_01_11 "tropinone reductase-I, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g07450 mips_01_01_01_11 "tropinone reductase-I, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At1g09340 mips_01_05_01_01_01 "putative RNA-binding protein"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_99
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09420 - mips_01_03 "putative Glucose-6-phosphate dehydrogenase (F14J9.8)"
mips_01_07
mips_02_07
mips_02_07_01
mips_11_07
at_At1g12780 mips_01_05_01_03 "uridine diphosphate glucose epimerase"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g12900 - mips_02_01 "glyceraldehyde 3-phosphate dehydrogenase A, cholorplast precursor, putative"
mips_02_01_01
mips_63_13
mips_63_13_01
mips_63_21
mips_63_21_07
at_At1g13440 - mips_02_01 "putative protein"
mips_02_01_01
mips_63_13
mips_63_13_01
mips_63_21
mips_63_21_07
at_At1g14810 - mips_01_01 "aspartate-semialdehyde dehydrogenase, putative"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_01_01_03
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_40_16
at_At1g16300 - mips_02_01 "glyceraldehyde-3-phosphate dehydrogenase like protein"
mips_02_01_01
mips_63_13
mips_63_13_01
mips_63_21
mips_63_21_07
at_At1g17650 - mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_01_01_15
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_03
mips_01_07
at_At1g23940 - mips_06_04 "gamma-adaptin, putative"
mips_13_03
mips_13_03_01
mips_40_09
at_At1g24280 - mips_02_07 "glucose-6-phosphate 1-dehydrogenase"
mips_02_07_01
mips_63_21
mips_63_21_07
at_At1g24470 mips_01_01_01_11 "putative b-keto acyl reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At1g25460 mips_01_05_01_01_01 "hypothetical protein"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g26570 mips_01_05_01_03_02 "UDP-glucose dehydrogenase like protein"
mips_01_05_01_03_04
mips_01_20_01
mips_01_20_01_07
mips_01_20_01_99
mips_01_20_03
mips_30_34
mips_30_34_07
at_At1g30620 mips_01_03 "UDP-galactose 4-epimerase-like protein"
mips_02
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_99
mips_02_01
at_At1g31230 - mips_01_01 "putative aspartate kinase-homoserine dehydrogenase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_07_06
mips_01_01_01_07_06_01
mips_01_01_04
at_At1g32100 mips_01_05_01_01_01 "pinoresinol-lariciresinol reductase like protein"
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
at_At1g36580 mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At1g42970 mips_02 "putative glyceraldehyde-3-phosphate dehydrogenase (At1g42970)"
mips_01_05_01
mips_01_05_01_01
mips_02_01
mips_02_01_01
mips_33
mips_33_03
mips_33_03_02
mips_40_32
mips_43
mips_43_03
mips_43_03_02
mips_45
mips_45_03
mips_45_03_15
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_63_13
mips_63_13_01
mips_63_21
mips_63_21_07
at_At1g47290 mips_01 "3-beta-hydroxysteroid dehydrogenase, putative"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_40_03
mips_40_07
mips_40_16
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_05
at_At1g51410 mips_01_03 "cinnamyl alcohol dehydrogenase, putative"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g51720 - mips_01_01_01_01 "hypothetical protein"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_02
mips_01_02_01
at_At1g54870 mips_01 "putative protein (At1g54870)"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_16
at_At1g62570 - mips_01_02 "similar to glutamate synthase"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
at_At1g62610 mips_01_01 "similar to glucose 1-dehydrogenase (AB000617); similar to EST gb|T88100"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
at_At1g63180 mips_01_03 "uridine diphosphate glucose epimerase, putative"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g63380 mips_01_01_01_11 "reductase, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At1g64190 - mips_02_07 "6-phosphogluconate dehydrogenase, putative"
mips_02_07_01
at_At1g64440 mips_01_03 "UDP-galactose 4-epimerase, putative"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g64710 - mips_01_20_01 "putative protein"
mips_01_20_01_05
mips_63_17
mips_63_17_09
mips_67_15
at_At1g66130 - mips_01_05_04 "hypothetical protein"
mips_01_06_01_01
at_At1g68010 - mips_01_01_01_11_01 "hydroxypyruvate reductase (HPR)"
mips_01_01_10_05
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At1g71170 mips_01_01 "dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_15
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_03
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_07
mips_40_16
at_At1g73250 mips_01_05_01_01_01 "GDP-4-keto-6-deoxy-D-mannose-3,5-epimerase-4-reductase (GER1)"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g75280 mips_01_03 "putative NADPH oxidoreductase"
mips_01_05_01_01_01
mips_01_05_99
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
at_At1g79530 - mips_02_01 "putative protein"
mips_02_01_01
mips_63_13
mips_63_13_01
mips_63_21
mips_63_21_07
at_At1g79750 mips_01_05_01_03 "putative malate oxidoreductase"
mips_01_05_01_03_03
mips_02_08
mips_02_10
mips_02_30
mips_67_15
at_At1g80820 mips_01_03 "cinnamoyl CoA reductase like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_30_34
mips_30_34_09
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g02400 mips_01_03 "putative cinnamoyl-CoA reductase"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g13560 mips_01_05_01_03_03 "malate oxidoreductase (malic enzyme)"
mips_02_08
mips_02_10
at_At2g19940 - mips_01_01 "putative N-acetyl-gamma-glutamyl-phosphate reductase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_01_01_03
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_40_16
at_At2g20360 - mips_01_06_01_07 "putative NADH-ubiquinone oxireductase"
mips_01_06_01_07_11
mips_02_11_05
mips_30_16
at_At2g21280 mips_01_03 "unknown protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_03_03_03
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g21890 mips_01_05_01_01_03 "putative cinnamyl-alcohol dehydrogenase"
mips_01_20_01
mips_01_20_01_05
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
at_At2g22240 mips_01_05_01_01_01 "putative myo-inositol 1-phosphate synthase"
mips_01_06_01
at_At2g22780 mips_01_05_01_03 "putative glyoxysomal malate dehydrogenase precursor"
mips_02_10
mips_40_26
mips_40_26_03
at_At2g29170 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29300 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29310 mips_01_01_10_05 "putative tropinone reductase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29320 mips_01_01_01_11 "tropinone reductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At2g29360 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_10
mips_14_10_02
mips_40_19
mips_67_15
at_At2g33600 mips_01_03 "putative cinnamoyl-CoA reductase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g34460 mips_01_05_01_03_01 "unknown protein"
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g37540 mips_01_01_01_11 "putative oxidoreductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At2g38660 - mips_01_01_01_07 "methylenetetrahydrofolate dehydrogenase"
mips_01_01_01_11
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_03_01
mips_01_03_04
mips_01_07_01
mips_04_03
mips_04_03_06
at_At2g43420 mips_01_05_01_01_01 "putative sterol dehydrogenase"
mips_01_06_01_07
mips_01_06_01_07_11
at_At2g44040 - mips_01_01 "unknown protein"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_06
mips_01_01_01_07_06_01
at_At2g45310 - mips_01_05_99 "putative nucleotide sugar epimerase"
mips_02_01
at_At2g47120 mips_01_01_01_11 "putative alcohol dehydrogenase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At2g47130 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At2g47140 mips_01_01_01 "alcohol dehydrogenase like protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At2g47150 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67_15
at_At3g06860 mips_01_05_01_05 "fatty acid multifunctional protein (AtMFP2)"
mips_01_05_01_05_07
mips_01_06_04
mips_01_06_07
mips_02_25
mips_30_19
mips_40_19
at_At3g07690 mips_01_05_01_01_01 "putative glycerol-3-phosphate dehydrogenase"
mips_02_01
mips_02_01_01
mips_13_11_03
mips_13_11_03_13
mips_40_26
mips_40_26_03
mips_47_03_11
mips_47_03_11_07
at_At3g12800 mips_01_01_10_05 "hypothetical protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g14790 mips_01_05_01_03_01 "dTDP-glucose 4,6-dehydratase, putative"
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g15020 mips_01_05_01_03 "mitochondrial NAD-dependent malate dehydrogenase, putative"
mips_02_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
mips_63_99
at_At3g15090 - mips_01_20_01 "zinc-binding dehydrogenase, putative"
mips_01_20_01_05
mips_02_16
at_At3g15290 mips_01_05_01_05 "putative 3-hydroxybutyryl-CoA dehydrogenase"
mips_01_05_01_05_07
mips_02_25
at_At3g23820 mips_01_05_01_01_01 "NAD dependent epimerase, putative"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At3g25530 - mips_01_01_01_15 "putative protein"
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
at_At3g26650 - mips_02_01 "glyceraldehyde 3-phosphate dehydrogenase A subunit (GapA)"
mips_02_01_01
at_At3g26770 mips_01_01_01_11 "short chain alcohol dehydrogenase like protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
at_At3g27300 mips_01_03 "glucose-6-phosphate 1-dehydrogenase, putative"
mips_01_05
mips_01_05_01_01
mips_01_07
mips_02_07
mips_02_07_01
mips_11
at_At3g29360 mips_01_05_01_03_02 "UDP-glucose dehydrogenase, putative"
mips_01_05_01_03_04
mips_01_20_01
mips_01_20_01_07
mips_01_20_01_99
mips_01_20_03
mips_30_34
mips_30_34_07
at_At3g46170 mips_01_01 "dehydrogenase -like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g46440 mips_01_05_01_01_01 "dTDP-glucose 4-6-dehydratases-like protein"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g47350 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g47360 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At3g47520 mips_02 "chloroplast NAD-dependent malate dehydrogenase"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_02_01
mips_02_16
mips_02_16_03
mips_40_03
mips_40_10_99
mips_40_16
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
at_At3g51160 mips_01_05_01_03_02 "GDP-D-mannose-4,6-dehydratase (MUR1)"
mips_01_05_99
mips_02_01
at_At3g51680 mips_01_01_01_11 "short-chain alcohol dehydrogenase-like protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At3g55290 mips_01_01_01_11 "oxidoreductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At3g58610 - mips_01_01 "ketol-acid reductoisomerase"
mips_01_01_01
mips_01_01_01_15
mips_01_01_01_15_02
mips_01_01_01_15_04
mips_40_16
at_At3g59710 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_05
mips_01_20_50
at_At3g59890 - mips_01_01_01_07 "putative protein"
mips_01_01_01_07_06
mips_01_01_01_07_06_01
at_At4g00110 mips_01_05_01_01_01 "putative nucleotide sugar epimerase"
mips_01_05_99
mips_02_01
at_At4g00560 mips_01_05_01_01_01 "putative dTDP-6-deoxy-L-mannose-dehydrogenase"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g05530 mips_01_01_10_05 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At4g09670 mips_01_05_01_01_01 "AX110P like protein"
mips_01_05_01_01_09
mips_01_05_01_01_99
mips_01_05_01_03_01
mips_01_05_01_03_09
mips_01_05_01_03_99
mips_01_06_01_01
mips_11_07_03
mips_47_03_11
mips_47_03_11_05
mips_63_13
mips_63_13_99
at_At4g09750 mips_01_05_01_01_09 "putative protein"
mips_01_05_01_01_11
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g10020 mips_01_01 "putative oxidoreductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At4g13180 mips_01_01_10_05 "short-chain alcohol dehydrogenase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
at_At4g13250 mips_01_01_01_11 "unknown protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At4g13940 mips_01_01 "adenosylhomocysteinase"
mips_01_01_01
mips_01_01_01_07
mips_01_05_01_07
mips_01_05_01_07_01
mips_01_07
mips_01_07_01
mips_01_20_23
mips_45
mips_45_03
mips_45_03_09
at_At4g17370 mips_01_05_01_03_09 "putative protein"
mips_01_06_01_01
mips_01_20_15
mips_01_20_15_99
at_At4g20460 mips_01_05_01_01_01 "UDP-glucose 4-epimerase - like protein"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g23420 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_67_15
at_At4g23920 mips_01_03 "UDPglucose 4-epimerase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_02_01
mips_30_01
at_At4g28510 - mips_10_01_11 "prohibitin-like protein"
mips_14_01_05
mips_14_01_99
mips_20_25_07
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_03
mips_45
mips_45_03
mips_45_03_03
at_At4g29010 mips_01_05_01_05 "AIM1 protein"
mips_01_05_01_05_07
mips_01_06_04
mips_01_06_07
mips_02_25
mips_30_19
mips_40_19
at_At4g30470 mips_01_05_01 "cinnamoyl-CoA reductase - like protein"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_07
mips_01_07_01
mips_01_07_99
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_40_10_03
at_At4g33030 mips_01_05_01_01 "sulfolipid biosynthesis protein SQD1"
mips_01_05_01_01_01
mips_01_06_99
mips_02_01
mips_06_13_04
mips_30_02
at_At4g33360 - mips_01_06_01 "putative dihydrokaempferol 4-reductase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_40_07
mips_40_10_03
at_At4g34200 - mips_01_01_01 "Phosphoglycerate dehydrogenase - like protein"
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10_05
mips_02_01
mips_02_07
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_67_15
at_At4g34540 mips_01_03 "isoflavone reductase - like protein"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
mips_30_01
at_At4g35420 mips_01_05_01_01_01 "putative protein"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_40_10_03
at_At4g37970 mips_01_05_01_01_03 "cinnamyl alcohol dehydrogenase -like protein, LCADa"
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
at_At4g37980 mips_01_05_01_01 "cinnamyl-alcohol dehydrogenase ELI3-1"
mips_01_05_01_01_03
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
mips_40_16
mips_63_09
mips_63_17_09
mips_67_15
at_At4g39230 mips_01_05_01_01_01 "NAD(P)H oxidoreductase, isoflavone reductase - like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_02_01
mips_11_99
at_At5g02540 mips_01_01_01_11 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At5g07440 - mips_01_01 "glutamate dehydrogenase 2 (GDH2)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_02
mips_01_02_01
mips_40_16
mips_45
mips_45_03
mips_45_03_17
mips_67
mips_67_15
at_At5g10050 mips_01_01_01_11 "putative protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At5g10170 mips_01_05_01_01_01 "myo-inositol-1-phosphate synthase -like protein"
mips_01_06_01
at_At5g11670 mips_01_05_01_03_03 "NADP dependent malic enzyme - like protein"
mips_02_08
mips_02_10
mips_02_30
at_At5g13110 mips_01_03 "glucose-6-phosphate 1-dehydrogenase"
mips_02
mips_01_05
mips_01_05_01_01
mips_01_07
mips_02_07
mips_02_07_01
mips_63_21
mips_63_21_07
at_At5g14700 mips_01_01_01_11 "cinnamoyl CoA reductase - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_02
mips_01_05_01_03_09
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At5g14800 - mips_01_01 "pyrroline-5-carboxylate reductase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_01
mips_01_01_10
mips_01_01_10_01
mips_63_21
mips_63_21_07
at_At5g15490 mips_01_05_01_03_02 "UDP-glucose dehydrogenase-like protein"
mips_01_05_01_03_04
mips_01_20_01
mips_01_20_01_07
mips_01_20_01_99
mips_01_20_03
mips_30_34
mips_30_34_07
at_At5g18210 mips_01_01 "Brn1-like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At5g19440 mips_01_03 "cinnamyl-alcohol dehydrogenase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_07
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g28840 mips_01_05_01_01 "GDP-mannose 3,5-epimerase"
mips_01_05_01_01_01
mips_02_01
mips_40_10_03
at_At5g39320 mips_01_05_01_03_02 "UDP-glucose dehydrogenase-like protein"
mips_01_05_01_03_04
mips_01_20_01
mips_01_20_01_07
mips_01_20_01_99
mips_01_20_03
mips_30_34
mips_30_34_07
at_At5g40760 mips_01_03 "glucose-6-phosphate dehydrogenase"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_07
mips_02_07
mips_02_07_01
mips_11
mips_11_01
mips_11_07
mips_40_03
at_At5g41670 - mips_01_07 "6-phosphogluconate dehydrogenase"
mips_02_07
mips_02_07_01
mips_67_15
at_At5g43330 mips_01_01 "cytosolic malate dehydrogenase"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_16
mips_45
mips_45_03
mips_45_03_12
at_At5g49960 - mips_08 "putative protein"
mips_13_03
mips_13_03_01
mips_13_05
mips_40_02
mips_40_30
mips_67_01
mips_67_01_01
mips_67_04
at_At5g50130 mips_01_01 "ribitol dehydrogenase-like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_01
mips_14_01_01
mips_67_15
at_At5g50600 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g50690 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g50770 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g51030 mips_01_01_01_11 "carbonyl reductase-like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At5g56720 - mips_01_01_01_15 "cytosolic malate dehydrogenase"
mips_02_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At5g58330 mips_01_01 "NADP-dependent malate dehydrogenase"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_02_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At5g59290 mips_01_03 "dTDP-glucose 4-6-dehydratase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g61510 mips_02 "quinone oxidoreductase - like protein"
mips_01_05_01
mips_02_16
mips_02_16_01
mips_11_07
mips_40_16
mips_63_17
mips_63_17_09
Training Accuracy: 104/141 (73.76%)
Training Frequency class 'mips_01_05_01': 452/3968 (11.39%)
Evaluation on validation data (1980 items):
at_At1g02000 mips_01_05_01_01_01 "nucleotide sugar epimerase, putative"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At1g08200 mips_01_05_01_01_01 "unknown protein"
mips_01_05_01_03_01
mips_02_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g12550 mips_01_01_01_11 "hypothetical protein"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_03
mips_01_20_05
mips_01_20_09
mips_02_10
mips_02_22
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At1g15710 - mips_01_01_01_15 "arogenate dehydrogenase isoform 2"
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
at_At1g15950 mips_01_05_01_03_01 "unknown protein"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g16720 mips_01_03 "Unknown protein (At1g16720; F17F16.7)"
mips_01_05
mips_01_05_01
mips_01_05_99
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_20
mips_01_20_05
mips_01_20_35
mips_01_20_35_01
mips_30
mips_30_01
at_At1g22430 - mips_01_20 "Very similar to alcohol dehydrogenase"
mips_01_20_01
mips_01_20_01_05
mips_63_17
mips_63_17_09
mips_67_15
at_At1g22440 - mips_01_20_01 "Very similar to alcohol dehydrogenase"
mips_01_20_01_05
mips_63_17_09
at_At1g23740 - mips_02_16 "putative auxin-induced protein"
mips_63_21
mips_63_21_07
at_At1g24360 mips_01_01_01_11 "putative 3-oxoacyl [acyl-carrier protein] reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At1g52340 mips_01_01_01_11 "short chain alcohol dehydrogenase, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At1g53500 mips_01_03 "dTDP-D-glucose 4,6-dehydratase, putative"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g62580 - mips_01_02 "similar to flavin-containing monooxygenase form 2 (sp|Q28505); similar to ESTs gb|T88100, gb|R30018, and gb|T23015"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g63000 mips_01_05_01_03_02 "unknown protein"
mips_01_05_99
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_40_10_03
at_At1g65860 - mips_02 ""
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
mips_63_99
at_At1g72190 - mips_01_01_01 "phosphoglycerate dehydrogenase, putative"
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10_05
mips_02_01
mips_02_07
mips_13_03_01
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67_15
at_At1g75290 mips_01_03 "NADPH oxidoreductase, putative"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
mips_30_01
at_At1g75300 mips_01_03 "NADPH oxidoreductase, putative"
mips_01_05_01_01_01
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
mips_30_01
at_At1g77120 - mips_01_20_01 "alcohol dehydrogenase"
mips_01_20_01_05
mips_63_17_09
at_At2g19900 mips_02 "malate oxidoreductase (malic enzyme)"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_03
mips_02_08
mips_02_10
mips_02_30
mips_40_03
mips_40_16
mips_67
mips_67_15
at_At2g21730 mips_01_05_01_01_03 "putative cinnamyl-alcohol dehydrogenase"
mips_01_20_01
mips_01_20_01_05
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
at_At2g24190 - mips_01_20_05 "putative carbonyl reductase"
mips_01_20_05_09
mips_11_07
mips_11_07_07
at_At2g26260 mips_01_05_01_01_01 "3-beta-hydroxysteroid dehydrogenase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_47_03_15
mips_47_03_15_05
at_At2g28760 mips_01_03 "putative nucleotide-sugar dehydratase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g29340 mips_01_01_10_05 "tropinone reductase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
mips_67_15
at_At2g29370 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At2g29720 mips_01_01_10 "Hydroxylase/Oxygenase (CTF2B)"
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07_01
mips_01_20_33
at_At2g33630 mips_01_05 "putative steroid dehydrogenase"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
at_At2g34850 mips_01_03 "putative UDP-galactose-4-epimerase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g40690 mips_01_05_01_01_01 "glycerol-3-phosphate dehydrogenase like protein"
mips_02_01
mips_02_01_01
mips_13_11_03
mips_13_11_03_13
mips_47_03_11
mips_47_03_11_07
at_At2g45400 mips_01_05_01_01 "putative flavonol reductase"
mips_01_05_01_03_01
mips_01_05_99
mips_01_20_35
mips_01_20_35_01
mips_40_10
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g12290 - mips_01_01_01 "unknown protein"
mips_01_01_01_07
mips_01_01_01_11_15
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_03_01
mips_01_03_04
mips_01_05
mips_01_07
mips_04_03
mips_04_03_06
mips_63_19
at_At3g18890 - mips_01_20_35_01 "hypothetical protein"
mips_02_01
mips_20_25_01
mips_20_25_01_03
mips_20_25_01_07
mips_47_03_02
at_At3g26760 mips_01_01 "putative short chain alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g29250 mips_01_01 "short-chain alcohol dehydrogenase, putative"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g44540 - mips_01_01_01 "acyl CoA reductase - protein"
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g44560 mips_01_01 "acyl CoA reductase -like protein"
mips_01_01_01
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06
mips_01_06_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
at_At3g55310 mips_01_01_01_11 "beta-ketoacyl-ACP reductase - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At3g63140 - mips_40_26 "mRNA binding protein precursor - like"
mips_40_26_03
at_At4g00570 mips_01_05_01_03_03 "putative malate oxidoreductase"
mips_02_08
mips_02_10
at_At4g00630 - mips_13_01 "putative potassium/H+ antiporter"
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g03140 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At4g10960 mips_01_03 "UDP-galactose 4-epimerase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g11410 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_01
mips_14_01_01
mips_14_05
mips_67_15
at_At4g12250 mips_01_03 "nucleotide sugar epimerase -like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At4g17260 mips_01_05_01_01_03 "lactate dehydrogenase (LDH1)"
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_03
mips_47_03_03_01
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At4g19710 - mips_01_01_01_07 "aspartate kinase-homoserine dehydrogenase - like protein"
mips_01_01_01_07_01
mips_01_01_01_07_06
mips_01_01_01_07_06_01
mips_01_01_04
at_At4g20760 mips_01_01 "cell-cell signaling protein csgA - like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
at_At4g20930 - mips_01_01_01_15 "3-hydroxyisobutyrate dehydrogenase -like protein"
mips_01_01_10
mips_01_01_10_04
mips_02_07
mips_02_07_01
at_At4g23430 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g27440 mips_01_01_01 "protochlorophyllide reductase precursor"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_26
mips_30_26_03
at_At4g29120 - mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_15
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_03
mips_01_07
at_At4g33790 - mips_01_06_01_05 "male sterility 2-like protein"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At4g39330 - mips_01_20_01 "cinnamyl-alcohol dehydrogenase CAD1"
mips_01_20_01_05
mips_01_20_35
mips_01_20_35_01
mips_02_16
at_At5g02240 mips_01_05_01_01_01 "unknown protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_02_01
at_At5g04900 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At5g06060 mips_01_01_10_05 "short chain alcohol dehydrogenase-like"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At5g09660 mips_01_05_01_03 "microbody NAD-dependent malate dehydrogenase"
mips_02_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
at_At5g16980 - mips_63_17_09 "quinone oxidoreductase -like protein"
at_At5g16990 mips_02 "quinone oxidoreductase - like protein"
mips_01_05_01
mips_01_06
mips_02_16
mips_11_07
at_At5g18170 - mips_01_01_01_01 "glutamate dehydrogenase (EC 1.4.1.-) 1 (pir||S71217)"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_02
mips_01_02_01
mips_45
mips_45_03
mips_45_03_17
at_At5g19200 mips_01_01_01_11 "FVT1 - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_40_27
at_At5g35790 - mips_02_07 "glucose-6-phosphate dehydrogenase"
mips_02_07_01
mips_63_21
mips_63_21_07
at_At5g42800 mips_01_05_01_01_01 "dihydroflavonol 4-reductase"
mips_01_05_01_03_01
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g50700 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g52810 - mips_01_01_01_01 "unknown protein"
mips_01_07_01
mips_01_20_19
mips_01_20_19_01
mips_13_11
mips_20_25_01
mips_20_25_01_01
mips_63_99
at_At5g53090 mips_01_01_01 "protochlorophyllide reductase; oxidoreductase required for shoot apex development"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At5g62790 - mips_01_06_01_07 "1-deoxy-D-xylulose 5-phosphate reductoisomerase (DXR)"
at_At5g63620 - mips_01_20_01 "alcohol dehydrogenase-like protein"
mips_01_20_01_05
mips_63_17
mips_63_17_09
mips_67_15
Validation Accuracy: 44/69 (63.77%)
Validation Frequency class 'mips_01_05_01': 195/1980 (9.85%)
Evaluation on propertest data (3048 items):
at_At1g01800 - mips_01_20_05 "putative short-chain dehydrogenase"
mips_01_20_05_09
mips_11_07
mips_11_07_07
at_At1g04410 mips_01_01 "malate dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_40_16
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_63_99
at_At1g09480 mips_01_05_01_01 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09490 mips_01_05_01_03_01 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03_02
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09500 mips_01_03 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09510 mips_01_03 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_99
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09940 mips_01_01 "putative glutamyl-tRNA reductase 2 precursor"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_17
mips_01_20_19
mips_01_20_19_01
mips_01_20_50
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_20
mips_30_34
mips_30_34_07
mips_40_16
at_At1g10310 mips_01_01_01_11 "unknown protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g32220 mips_01_05_01_01_01 "unknown protein"
mips_02_01
at_At1g32780 - mips_01_06_01_05 "alcohol dehydrogenase like protein"
mips_01_20_01
mips_01_20_01_05
at_At1g34200 - mips_01_06_01_01 "F23M19.12/F23M19.12"
at_At1g50450 mips_01_05_01_03_02 "unknown protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_30_34
at_At1g53240 - mips_02_01 "similar to mitochondrial NAD-dependent malate dehydrogenase"
mips_02_16
mips_02_16_03
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At1g58290 - mips_01_01_01_01 "putative protein"
mips_01_20_19
mips_01_20_19_01
mips_20_25_01
mips_20_25_01_01
mips_63_99
at_At1g61720 mips_01 "putative protein"
mips_01_03
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_30
mips_30_01
mips_40_03
mips_63
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
mips_98
at_At1g64590 mips_01_01_10_05 "oxidoreductase, putative"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At1g66800 mips_01 "hypothetical protein"
mips_01_03
mips_01_05
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_04
mips_04_05_01_04
mips_30
mips_40
mips_40_10
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
mips_98
at_At1g67730 mips_01_01_01_11 "b-keto acyl reductase (glossy8)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g68540 mips_01_05_01_01 "putative reductase"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g71180 - mips_01_01_01 "putative dehydrogenase (At1g71180)"
mips_01_01_01_15
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_07
at_At1g72680 - mips_01_20_01 "putative cinnamyl-alcohol dehydrogenase"
mips_01_20_01_05
mips_01_20_35
mips_01_20_35_01
mips_02_16
at_At1g76470 mips_01_05_01_03_01 "putative cinnamoyl-CoA reductase"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g78570 mips_01_03 "Similar to dTDP-D-glucose 4,6-dehydratase"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g79870 mips_01_01_01_11_01 "putative D-isomer specific 2-hydroxyacid dehydrogenase"
mips_01_01_10_05
mips_01_05_01_01_03
mips_01_20_09
mips_02_10
mips_02_22
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At2g05990 mips_01_01_01 "enoyl-ACP reductase (ENR1)"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At2g07640 mips_01_01_01 "unknown protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At2g23910 mips_01_05_01_03_02 "cinnamoyl CoA reductase like protein"
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
at_At2g27860 mips_01_05_01_01_01 "putative dTDP-glucose 4-6-dehydratase"
mips_01_05_01_03_01
mips_02_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g29290 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At2g29330 mips_01 "putative tropinone reductase"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_20
mips_40_03
mips_40_19
mips_67
mips_67_15
mips_98
at_At2g29350 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_19
mips_67_15
at_At2g30670 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_03
mips_40_19
mips_67
mips_67_15
at_At2g31250 - mips_01_01 "putative glutamyl tRNA reductase"
mips_01_01_01
mips_01_01_01_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_19
mips_01_20_19_01
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63_99
at_At2g33590 mips_01_05_01_03_01 "putative cinnamoyl-CoA reductase"
mips_01_05_01_03_02
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g37660 mips_01_01 "unknown protein"
mips_01_01_01
mips_01_03
mips_01_05_01_01_01
mips_02_01
mips_30_01
at_At2g41540 mips_01_05_01_01_01 "glycerol-3-phosphate dehydrogenase"
mips_01_06_01
mips_02_01
mips_02_01_01
mips_02_11
mips_13_11_03
mips_13_11_03_13
mips_40_26
mips_40_26_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At2g47650 mips_01_03 "putative nucleotide-sugar dehydratase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_99
mips_02_01
mips_40_16
at_At3g11980 - mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_06_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g19450 mips_01_05_01_01_03 "putative cinnamyl alcohol dehydrogenase 2"
mips_01_20_01
mips_01_20_01_05
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
at_At3g19480 mips_01_01 "phosphoglycerate dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_02_01
mips_02_07
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_13
mips_13_03
mips_13_03_01
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67
mips_67_15
at_At3g23810 mips_01_01_01_07 "S-adenosyl-L-homocysteinas, putative"
mips_01_05_01_07
mips_01_05_01_07_01
mips_01_20_23
mips_45_03_09
at_At3g29260 mips_01_01_10_05 "short-chain alcohol dehydrogenase, putative"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g42960 mips_01_01_01_11 "alcohol dehydrogenase (ATA1)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At3g44550 mips_01_01 "acyl CoA reductase -like protein"
mips_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06_01
at_At3g50560 mips_01 "unknown protein"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_19
mips_67
mips_67_15
at_At3g53520 mips_01_05_01_01 "UDP-glucuronic acid decarboxylase (UXS1)"
mips_01_05_99
at_At3g56700 - mips_01_06_01_05 "putative protein"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g61220 - mips_01_20_05 "putative protein"
mips_01_20_05_09
mips_11_07_07
at_At3g62830 mips_01_05_01_01_01 "dTDP-glucose 4-6-dehydratase homolog D18"
mips_01_05_99
mips_02_01
mips_40_10_03
at_At4g00600 - mips_01_01_01_07 "putative tetrahydrofolate synthase"
mips_01_01_01_11
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_03_01
mips_01_03_04
mips_01_07_01
mips_04_03
mips_04_03_06
at_At4g00620 - mips_01_01_01_07 "putative tetrahydrofolate synthase"
mips_01_01_01_11
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_03_01
mips_01_03_04
mips_01_07_01
mips_04_03
mips_04_03_06
at_At4g04850 - mips_67_04 "putative potassium transporter"
mips_67_04_01
mips_67_04_01_02
at_At4g13660 - mips_01_20_35 "isoflavone reductase-like protein"
mips_01_20_35_01
mips_11_99
at_At4g21580 - mips_02_16 "putative NADPH quinone oxidoreductase"
mips_20_25_01
mips_20_25_01_01
mips_63_17_09
at_At4g22110 - mips_01_20_01 "alcohol dehydrogenase like protein"
mips_01_20_01_05
at_At4g24050 mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g27250 mips_01_05_01_03_02 "putative protein"
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
at_At4g27760 mips_01_01_01_11 "forever young gene (FEY) (fragment)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
at_At4g30440 mips_01_05_01_01_01 "nucleotide sugar epimerase-like protein"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At4g34230 - mips_01_20_35 "cinnamyl alcohol dehydrogenase like protein"
mips_01_20_35_01
mips_02_16
mips_11_07
mips_30_01
mips_63_17
mips_63_17_09
at_At4g35250 mips_01_05_01_01_01 "putative protein"
mips_02_01
mips_40_26
mips_40_26_03
at_At4g37990 mips_01_05_01_01_03 "cinnamyl-alcohol dehydrogenase ELI3-2"
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
mips_11_07
mips_30_01
mips_63_17
mips_63_17_09
at_At4g39800 mips_01_05 "myo-inositol-1-phosphate synthase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_01
at_At5g10730 mips_01_05_01_03_02 "unknown protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_47_03_15
mips_47_03_15_05
at_At5g14780 mips_01_01_01 "formate dehydrogenase (FDH)"
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_03
mips_01_20_05
mips_01_20_09
mips_02_10
mips_02_16
mips_02_22
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_67_15
at_At5g15940 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_40_19
at_At5g18660 mips_01_05_01_01_01 "unknown protein"
mips_01_05_99
mips_02_01
at_At5g21060 - mips_01_01_01 "homoserine dehydrogenase-like protein"
mips_01_01_01_07
mips_01_01_01_07_03
mips_01_01_04
at_At5g22420 - mips_01_06_01_05 "acyl CoA reductase-like protein"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At5g22500 - mips_01_06_01_05 "male sterility 2-like protein (emb|CAA68191.1)"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At5g24760 mips_01_05_01 "alcohol dehydrogenase - like protein"
mips_01_05_01_01
mips_01_05_01_01_03
mips_01_20
mips_01_20_01
mips_01_20_01_05
mips_63_17
mips_63_17_09
mips_67_15
at_At5g25880 mips_01_05_01_03_03 "malate dehydrogenase - like protein"
mips_02_08
mips_02_10
mips_02_30
at_At5g34930 - mips_01_01 "arogenate dehydrogenase"
mips_01_01_01
at_At5g40610 mips_01_05_01_01_01 "dihydroxyacetone 3-phosphate reductase (dhaprd)"
mips_01_06_01
mips_02_01
mips_02_01_01
mips_02_11
mips_13_11_03
mips_13_11_03_13
mips_40_26
mips_40_26_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At5g42250 - mips_01_20 "alcohol dehydrogenase"
mips_01_20_01
mips_01_20_01_05
mips_63_17
mips_63_17_09
mips_67_15
at_At5g43940 - mips_01_20_01 "alcohol dehydrogenase (EC 1.1.1.1) class III (pir||S71244)"
mips_01_20_01_05
mips_63_17_09
mips_67_15
at_At5g44480 mips_01_05_01_01 "putative protein"
mips_01_05_01_01_01
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g49460 mips_01_05_01_05 "ATP-citrate lyase subunit B"
mips_01_05_01_05_07
mips_02_10
at_At5g50590 mips_01_01 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67_15
at_At5g51970 mips_01_05_01_01_01 "sorbitol dehydrogenase-like protein"
mips_01_20_01
mips_01_20_01_05
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63_17
mips_63_17_09
mips_67_15
at_At5g52100 - mips_01_01_01_07 "dihydrodipicolinate reductase-like protein"
mips_01_01_01_07_06
mips_01_01_01_07_06_01
at_At5g53100 mips_01_01_10_05 "protochlorophyllide reductase; oxidoreductase required for shoot apex development"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_14_01_01
mips_14_05
at_At5g54190 mips_01_05_01_01_01 "NADPH:protochlorophyllide oxidoreductase A (gb|AAC49043.1)"
mips_01_06_01_05
mips_02_07
mips_30_26
mips_30_26_03
at_At5g58490 mips_01_05_01_01 "cinnamoyl-CoA reductase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g61830 - mips_01_20_05 "carbonyl reductase - like protein"
mips_01_20_05_09
mips_11_07
mips_11_07_07
at_At5g66280 mips_01_05_01_03 "GDP-D-mannose 4,6-dehydratase; GMD1 (gb|AAF07199.1)"
mips_01_05_01_03_02
mips_02_01
Propertest Accuracy: 60/86 (69.77%)
Propertest Frequency class 'mips_01_05_01': 301/3048 (9.88%)
New (unknown) data (1980 items):
at_At1g17890 - mips_02_01 "GDP-L-fucose synthetase like protein"
at_At1g26320 - no entry null
at_At1g49670 - mips_02_16 "ARP protein (At1g49670; F14J22.10)"
at_At2g32470 - no entry null
at_At3g14460 - no entry null
at_At3g56460 - mips_02_16 "quinone reductase-like protein"
mips_11_07
at_At4g18810 - no entry null
at_At5g16960 - mips_02_16 "quinone oxidoreductase -like protein"
at_At5g16970 - mips_02_16 "quinone oxidoreductase -like protein"
at_At5g17000 - no entry null
at_At5g28310 - no entry null
at_At5g37940 - no entry null
at_At5g37980 - no entry null
at_At5g57800 - no entry null
at_At5g58750 - no entry null
at_At1g08430 - no entry null
at_At1g19540 - mips_02_01 "2'-hydroxyisoflavone reductase, putative"
mips_11_99
at_At1g19690 - no entry null
at_At1g26330 - no entry null
at_At1g65560 - mips_02_16 "putative oxido reductase (At1g65560)"
at_At2g39070 - no entry null
at_At2g39080 - no entry null
at_At3g20790 - no entry null
at_At3g45770 - mips_02_16 "nuclear receptor binding factor-like protein"
at_At3g46780 - no entry null
at_At4g13010 - mips_02_16 "unknown protein"
at_At4g19410 - no entry null
at_At4g24220 - mips_11 "unknown protein"
mips_11_01
at_At5g04070 - no entry null
at_At5g08300 - mips_02_10 "succinyl-CoA-ligase alpha subunit"
at_At5g15910 - no entry null
at_At5g23250 - mips_02_10 "succinyl-CoA synthetase, alpha subunit"
at_At5g26250 - no entry null
at_At1g16080 - no entry null
at_At1g72640 - no entry null
at_At3g59280 - no entry null
at_At4g31530 - no entry null
at_At5g06970 - no entry null
at_At5g38000 - no entry null
at_At5g39410 - no entry null
------------------
Rule 6
b.80.1 <= 4.8e-20
-> class mips_01_05_01 "C-compound and carbohydrate utilization"
Evaluation on training data (3968 items):
at_At1g02460 mips_01_05_01_01_01 "polygalacturonase PG1, putative"
mips_30_01
at_At1g04680 mips_01_05 "unknown protein"
mips_01_05_01_01
mips_30
at_At1g05650 mips_01_05_01_01_01 "putative polygalacturonase"
at_At1g10640 mips_01_05_01_01_01 "similar to polygalacturonase-like protein"
mips_30_01
at_At1g11590 - mips_01_05_99 "similar to pectinesterase emb|CAA47810; similar to ESTs gb|AI999792.1"
mips_40_01
at_At1g11920 mips_01_05_01 "pectate lyase-like protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30_01
at_At1g17150 mips_01_05_01_01_01 "putative polygalacturonase"
at_At1g19170 mips_01_05_01_01_01 "putative protein"
mips_01_20_99
at_At1g23460 mips_01_05_01_01_01 "putative polygalacturonase precursor"
at_At1g23470 - mips_01_20_99 "putative polygalacturonase precursor"
at_At1g30350 mips_01_05 "hypothetical protein"
mips_01_05_01_01
at_At1g43080 mips_01_05_01_01_01 "hypothetical protein"
at_At1g43090 mips_01_05_01 "hypothetical protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30_01
at_At1g43100 mips_01_05_01_01_01 "hypothetical protein"
at_At1g44980 mips_01 "hypothetical protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_99
mips_30
mips_30_01
mips_40
mips_40_01
at_At1g53830 - mips_01_05_99 "putative protein"
mips_40_01
at_At1g65570 mips_01_05_01 "hypothetical protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30_01
at_At1g69940 - mips_01_05_99 "putative pectin methylesterase"
mips_40_01
at_At1g70500 mips_01_05_01_01_01 "putative polygalacturonase"
at_At2g02720 mips_01_05_01_01_01 "putative pectate lyase"
at_At2g15450 mips_01_05_01_01_01 "putative polygalacturonase"
mips_30_01
at_At2g15470 mips_01_05_01_01 "putative polygalacturonase"
mips_01_05_01_01_01
at_At2g19150 - mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At2g21610 mips_01_05_01_01 "putative pectinesterase"
mips_01_05_99
mips_01_20_01
mips_40_01
at_At2g23900 mips_01_05_01_01_01 "putative polygalacturonase"
mips_01_20_99
at_At2g47280 mips_01_05_01_01 "putative pectinesterase"
mips_01_05_99
mips_01_20_01
mips_40_01
at_At2g47550 mips_01 "unknown protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_99
mips_30
mips_30_01
mips_40_01
at_At3g06770 mips_01_05_01_01_01 "unknown protein"
mips_01_20_99
mips_30_01
at_At3g06830 mips_01_05_01_01 "pectin methylesterase, putative"
mips_01_05_99
mips_40_01
at_At3g07010 mips_01_05_01_01_01 "putative pectate lyase"
at_At3g07820 mips_01_05_01_01_01 "polygalacturonase (PGA3)"
at_At3g07840 mips_01_05_01_01_01 "putative polygalacturonase"
at_At3g10720 - mips_01_05_99 "pectinesterase like protein"
mips_01_20_01
mips_40_01
at_At3g14300 - mips_01_05_99 "putative pectin methylesterase"
mips_40_01
at_At3g16850 mips_01_05_01_01_01 "polygalacturonase like protein"
mips_01_20_99
mips_30_01
at_At3g24230 mips_01_05_01_01_01 "pectate lyase, putative"
at_At3g26610 mips_01_05_01_01_01 "polygalacturonase, putative"
mips_30_01
at_At3g29090 mips_01 "pectinesterase like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_99
mips_01_20
mips_01_20_01
mips_30
mips_30_01
mips_40
mips_40_01
at_At3g42950 mips_01_05_01 "polygalacturonase -like protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_99
mips_30_01
at_At3g48950 mips_01_05_01_01_01 "endo-polygalacturonase - like protein"
mips_01_20_99
mips_30_01
at_At3g49220 - mips_01_05_99 "pectinesterase - like protein"
mips_30_01
mips_40_01
at_At3g53190 mips_01_05_01_01_01 "pectate lyase -like protein"
at_At3g59010 mips_01_05_01 "pectinesterase precursor-like protein"
mips_01_05_01_01
mips_01_05_99
mips_01_20
mips_01_20_01
mips_30_01
mips_40_01
at_At3g61490 - mips_01_20_99 "putative protein"
at_At3g62170 mips_01_05_01 "PECTINESTERASE-like protein"
mips_01_05_01_01
mips_01_05_99
mips_30_01
mips_40_01
at_At4g01890 mips_01_05_01 "putative polygalacturonidase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30_01
at_At4g02320 - mips_01_05_99 "pectinesterase - like protein"
mips_01_20_01
mips_30_01
mips_40_01
at_At4g02330 - mips_01_05_99 "putative protein"
mips_40_01
at_At4g18180 mips_01_05_01_01_01 "polygalacturonase-like protein"
mips_30_01
at_At4g22090 mips_01_05_01_01 "pectate lyase like protein"
mips_01_05_01_01_01
at_At4g23500 mips_01_05_01_01_01 "putative protein"
mips_01_20_99
at_At5g04960 mips_01_05_01_01 "pectinesterase"
mips_01_05_99
mips_01_20_01
mips_40_01
at_At5g07410 - mips_01_05_99 "pectin methyl-esterase-like protein"
mips_01_20_01
mips_40_01
at_At5g07430 - mips_01_05_99 "pectin methyl-esterase-like protein"
mips_30_01
mips_40_01
at_At5g09760 - mips_01_05_99 "pectin methylesterase - like protein"
mips_01_20_01
mips_40_01
at_At5g15110 mips_01_05_01_01_01 "pectate lyase -like protein"
at_At5g18990 - mips_01_05_99 "pectin methyl esterase -like protein"
mips_01_20_01
mips_40_01
at_At5g19730 - mips_01_05_99 "pectin methylesterase-like protein"
mips_40_01
at_At5g26810 - mips_01_05_99 "putative protein"
mips_01_20_01
mips_30_01
mips_40_01
at_At5g27870 - mips_01_05_99 "pectin methyl-esterase - like protein"
mips_40_01
at_At5g41870 mips_01_05_01 "polygalacturonase-like protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_99
at_At5g44830 mips_01_05_01_01 "polygalacturonase-like protein"
mips_01_05_01_01_01
at_At5g44840 mips_01_05_01_01_01 "polygalacturonase"
at_At5g47500 - mips_01_05_99 "pectin methylesterase-like"
mips_30_01
mips_40_01
at_At5g51490 mips_01_05_01 "pectinesterase"
mips_01_05_01_01
mips_01_05_99
mips_30_01
mips_40_01
at_At5g55590 - mips_01_05_99 "putative protein"
mips_01_20_01
mips_40_01
at_At5g63180 mips_01_05_01_01_01 "pectate lyase"
at_At5g64640 - mips_01_05_99 "pectin methylesterase-like protein"
mips_40_01
Training Accuracy: 47/68 (69.12%)
Training Frequency class 'mips_01_05_01': 452/3968 (11.39%)
Evaluation on validation data (1980 items):
at_At1g05660 mips_01_05_01 "putative polygalacturonase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30_01
at_At1g11370 - mips_01_05_99 "similar to flower-specific pectin methylesterase precursor gi|3342904; similar to ESTs gb|H36111, gb|T76576, gb|AI099976, gb|T42118"
mips_30_01
mips_40_01
at_At1g11580 mips_01_05_01_01 "unknown protein"
mips_01_05_99
mips_40_01
at_At1g48100 mips_01_05_01_01_01 "polygalacturonase PG1, putative"
at_At1g78400 mips_01_05_01_01_01 "similar to exopolygalacturonase precursor sp|Q00293|PGLX_ASPTU"
mips_30_01
at_At1g80170 mips_01_05_01_01_01 "putative polygalacturonase"
at_At2g15460 mips_01_05_01_01_01 "putative polygalacturonase"
mips_30_01
at_At2g26440 - mips_01_05_99 "putative pectinesterase"
mips_40_01
at_At2g26450 - mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At2g33160 mips_01 "putative polygalacturonase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_30
mips_30_01
mips_99
at_At2g40310 mips_01_05_01_01_01 "putative polygalacturonase"
at_At2g41850 mips_01_05 "polygalacturonase like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_30
mips_30_01
at_At2g43050 - mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_30_01
mips_40_01
at_At2g43860 mips_01_05_01 "putative polygalacturonase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30_01
at_At2g43870 mips_01_05_01 "putative polygalacturonase"
mips_01_05_01_01
mips_01_05_01_01_01
at_At2g43890 mips_01_05_01_01_01 "putative polygalacturonase"
at_At3g14040 mips_01_05_01_01_01 "putative polygalacturonase"
at_At3g27980 mips_01_05 "pectin methylesterase, putative"
mips_01_05_01_01
mips_01_05_99
mips_01_20_01
mips_30
mips_40_01
at_At3g47400 mips_01_05_01 "pectinesterase-like protein"
mips_01_05_01_01
mips_01_05_99
mips_30_01
mips_40_01
at_At3g62110 mips_01_05_01_01_01 "unknown protein"
mips_01_20_99
at_At4g03930 - mips_01_05_99 "putative pectinesterase"
mips_40_01
at_At4g15980 - mips_01_05_99 "pectinesterase like protein"
mips_30_01
mips_40_01
at_At4g23820 mips_01_05_01 "putative polygalacturonase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_99
mips_30_01
at_At4g32370 mips_01_05_01_01_01 "putative protein"
at_At4g33220 mips_01_05 "pectinesterase like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_99
mips_01_20
mips_01_20_01
mips_30
mips_30_01
mips_40_01
at_At4g33230 - mips_01_05_99 "pectinesterase - like protein"
mips_01_20_01
mips_40_01
at_At4g33440 mips_01_05 "putative protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_99
mips_30
mips_30_01
at_At5g04310 mips_01_05_01_01_01 "pectate lyase-like protein"
mips_30_01
at_At5g09280 mips_01_05_01_01_01 "major pollen allergen-like protein"
at_At5g14650 mips_01_05_01_01 "polygalacturonase - like protein"
mips_01_05_01_01_01
at_At5g49180 - mips_01_05_99 "pectin methylesterase"
mips_40_01
at_At5g55720 mips_01_05_01_01_01 "pectate lyase"
mips_30_01
Validation Accuracy: 24/32 (75.00%)
Validation Frequency class 'mips_01_05_01': 195/1980 (9.85%)
Evaluation on propertest data (3048 items):
at_At1g05310 - mips_01_05_99 "putative pectin methylesterase"
mips_01_20_01
mips_40_01
at_At1g14420 mips_01_05_01_01 "hypothetical protein"
at_At1g23200 - mips_01_05_99 "putative pectinesterase"
mips_40_01
at_At1g53840 mips_01 "unknown protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_99
mips_01_20
mips_01_20_01
mips_30
mips_30_01
mips_40_01
at_At1g56710 mips_01_05_01 "polygalacturonase, putative"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30_01
at_At1g60590 mips_01_05_01_01_01 "putative polygalacturonase"
at_At1g80140 mips_01_05_01_01_01 ""
at_At2g26620 mips_01_05_01_01_01 "putative polygalacturonase"
at_At2g36700 - mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At2g36710 - mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At2g43880 mips_01_05_01_01_01 "putative polygalacturonase"
at_At2g45220 mips_01_05 "pectinesterase like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_99
mips_30
mips_30_01
mips_40_01
at_At2g47030 - mips_01_05_99 "putative pectinesterase"
mips_30_01
mips_40_01
at_At2g47040 mips_01_05_01 "putative pectinesterase"
mips_01_05_01_01
mips_01_05_99
mips_30_01
mips_40_01
at_At3g07830 mips_01_05_01_01_01 "putative polygalacturonase"
at_At3g07850 mips_01_05 "exopolygalacturonase"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_30
at_At3g07970 mips_01_05_01_01_01 "putative polygalacturonase"
at_At3g10710 mips_01_05_01_01 "putative pectinesterase"
mips_01_05_99
mips_01_20_01
mips_40_01
at_At3g14310 - mips_01_05_99 "pectin methylesterase like protein"
mips_01_20_01
mips_30_01
mips_40_01
at_At3g15720 mips_01_05_01_01_01 "polygalacturonase - like predicted GPI-anchored protein"
at_At3g17060 - mips_01_05_99 "pectinesterase, putative"
mips_40_01
at_At3g24130 - mips_01_05_99 "pectinesterase, putative"
mips_01_20_01
mips_30_01
mips_40_01
at_At3g24670 mips_01_05_01_01_01 "pectate lyase, putative"
at_At3g43270 - mips_01_05_99 "pectinesterase like protein"
mips_01_20_01
mips_40_01
at_At3g55140 mips_01_05_01_01_01 "pectate lyase -like protein"
at_At3g57790 mips_01_05_01_01_01 "putative protein"
mips_30_01
at_At3g59850 mips_01_05 "polygalacturonase-like protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30
at_At3g60730 mips_01_05_01 "pectinesterase - like protein"
mips_01_05_01_01
mips_01_05_99
mips_01_20
mips_01_20_01
mips_40_01
at_At4g00190 - mips_01_05_99 "putative pectinesterase"
mips_40_01
at_At4g02300 - mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At4g13210 mips_01_05_01_01_01 "pectate lyase like protein"
at_At4g13710 mips_01_05 "putative pectate lyase A11"
mips_01_05_01_01
mips_30
at_At4g13760 mips_01_05 "putative polygalacturonase"
mips_01_05_01_01
mips_30
at_At4g32380 - mips_01_05_99 "putative protein"
at_At5g04970 - mips_01_05_99 "pectinesterase"
mips_01_20_01
mips_40_01
at_At5g07420 - mips_01_05_99 "pectin methyl-esterase-like protein"
mips_40_01
at_At5g17200 mips_01_05_01_01 "polygalacturonase-like protein"
at_At5g20860 mips_01_05 "pectinesterase - like protein"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_99
mips_30
mips_40_01
at_At5g39910 mips_01_05_01_01_01 "polygalacturonase-like protein"
at_At5g48900 mips_01_05_01_01_01 "pectate lyase"
at_At5g51500 - mips_01_05_99 "pectinesterase"
mips_30_01
mips_40_01
at_At5g53370 mips_01_05 "pectinesterase"
mips_01_05_01_01
mips_01_05_99
mips_40_01
at_At5g61680 - mips_01_05_99 "pectin methyl-esterase - like protein"
mips_40_01
Propertest Accuracy: 27/43 (62.79%)
Propertest Frequency class 'mips_01_05_01': 301/3048 (9.88%)
New (unknown) data (1980 items):
at_At1g67750 - no entry null
at_At3g09540 - no entry null
at_At3g54920 - no entry null
at_At3g57510 - no entry null
at_At1g02790 - no entry null
at_At1g02810 - no entry null
at_At3g27400 - no entry null
at_At4g22080 - no entry null
at_At4g24780 - no entry null
at_At5g48140 - no entry null
at_At4g20040 - no entry null
at_At4g35670 - no entry null
at_At5g27530 - no entry null
------------------
Rule 40
c.1.8 <= 0.018
-> class mips_01_05_01 "C-compound and carbohydrate utilization"
Evaluation on training data (3968 items):
at_At1g01570 mips_01_05_01_03 "hypothetical protein"
mips_01_05_01_03_02
mips_06
mips_30_27
mips_30_27_01
mips_40_08
at_At1g03310 mips_01_05_01_01_01 "putative isoamylase"
mips_02_19
at_At1g05280 mips_01_05 "hypothetical protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_06
mips_30_27
mips_30_27_01
at_At1g05590 mips_01_05_01_01_01 "hypothetical protein"
mips_01_06_04
mips_40_25
at_At1g07850 mips_01_05_01_03_02 "hypothetical protein"
mips_40_08
at_At1g26560 mips_01_05_01_01_02 "beta-glucosidase like protein"
mips_01_20_01
mips_01_20_01_07
at_At1g33220 mips_01_05 "beta-1,3-glucanase, putative"
mips_01_05_01_01
mips_11_05
mips_11_05_03
mips_25_03
mips_30
mips_98
at_At1g51470 mips_01_05 "myrosinase precursor, putative"
mips_01_05_01
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At1g52400 mips_01_05_01 "beta-glucosidase, putative"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g60090 - mips_01_20_01 "hypothetical protein"
mips_01_20_01_07
at_At1g61810 mips_01_05_01_01_02 "hypothetical protein"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At1g61820 mips_01_05_01 "hypothetical protein"
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g69830 mips_01_05_01_01_01 "putative alpha-amylase"
mips_02_19
at_At1g75940 mips_01_05_01_01_02 "ATA27"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At1g76130 mips_01_05_01_01_01 "unknown protein"
mips_02_05
mips_02_16
mips_02_19
mips_02_22
at_At1g78090 - mips_01_05_04 "trehalose-6-phosphate phosphatase (AtTPPB)"
mips_02_19
at_At2g16230 - mips_01_04 "putative beta-1,3-glucanase"
mips_01_04_01
mips_30_01
at_At2g16730 mips_01_05_01_01_01 "putative beta-galactosidase"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At2g19440 mips_01 "putative beta-1,3-glucanase, predicted GPI-anchored protein"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At2g20680 mips_01_05_01_01_01 "(1-4)-beta-mannan endohydrolase"
mips_40_25
at_At2g26600 - mips_01_04_01 "beta-1,3-glucanase like protein"
mips_11_05
mips_11_05_03
at_At2g32810 mips_01_05_01_01_01 "putative beta-galactosidase (BGAL9)"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At2g32860 mips_01_05 "putative beta-glucosidase"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At2g44450 mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
at_At2g44460 mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
at_At2g44480 - mips_01_20_01 "putative beta-glucosidase"
mips_01_20_01_07
mips_11_05_03
at_At2g44490 mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
at_At3g07320 - mips_01_04_01 "putative beta-1,3-glucanase precursor"
at_At3g09260 mips_01_05_01_01_02 "thioglucosidase 3D precursor"
mips_01_20_01
mips_01_20_01_07
at_At3g13560 - mips_01_04_01 "glucan endo-1,3-beta-glucosidase precursor, putative"
at_At3g13750 mips_01_05_01_01_01 "galactosidase, putative"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At3g15800 mips_01_04_01 "putative beta-1,3-glucanase precursor"
mips_01_05_01_01
mips_11_05
mips_11_05_03
at_At3g18080 mips_01 "beta-glucosidase like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At3g19620 mips_01_05_01_03 "beta-xylosidase, putative"
mips_01_05_01_03_02
mips_30_01
mips_40_01
at_At3g21370 - mips_01_20_01 "beta-glucosidase, putative"
mips_01_20_01_07
mips_11_05_03
at_At3g23640 mips_01_05_01_01_02 "alpha glucosidase like protein"
mips_02_01
mips_02_19
mips_40_08
mips_40_25
mips_63_13
mips_63_13_01
at_At3g47010 mips_01_05_01_01 "beta-D-glucan exohydrolase - like protein"
mips_01_05_01_03
mips_01_05_01_03_02
at_At3g55430 - mips_01_04_01 "beta-1,3-glucanase - like protein"
mips_01_05
mips_30
mips_98
at_At3g55780 - mips_01_04 "beta-1,3-glucanase - like protein"
mips_01_04_01
mips_01_20_01
mips_11_05_03
at_At3g57240 mips_01 "beta-1,3-glucanase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
mips_98
at_At3g57260 mips_01 "beta-1,3-glucanase 2 (BG2)"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
mips_98
mips_99
at_At3g60130 mips_01_05_01_01_01 "beta-glucosidase-like protein"
mips_01_20_01
mips_01_20_01_07
mips_02_01
at_At3g60140 mips_01_05_01 "beta-glucosidase"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At3g62710 mips_01_05_01_03_02 "beta-D-glucan exohydrolase-like protein"
mips_40_01
at_At3g62740 mips_01_05_01_01_01 "beta-glucosidase-like protein"
mips_01_05_01_01_02
at_At4g17180 mips_01_04 "putative protein"
mips_01_04_01
mips_01_05
mips_01_05_01
mips_11
mips_11_05
mips_11_05_03
mips_30
mips_30_01
at_At4g17580 - mips_14_10_02 "Bax inhibitor-1-like protein"
mips_67_01
at_At4g18340 - mips_01_04_01 "beta-1,3-glucanase-like protein"
at_At4g19750 - mips_11_05_03 "chitinase - like protein"
mips_11_07
mips_11_07_03
mips_11_10
mips_11_10_07
mips_30_01
mips_40_27
mips_63_13
mips_63_13_01
at_At4g19760 - mips_63_13 "chitinase - like protein"
mips_63_13_99
at_At4g19770 - mips_40_27 "putative protein"
mips_63_13
mips_63_13_01
mips_63_13_99
at_At4g19810 - mips_11_05_03 "putative chitinase"
at_At4g19820 - mips_40_27 "putative chitinase"
mips_63_13
mips_63_13_01
at_At4g26140 mips_01_05_01_01_01 "putative beta-galactosidase"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At4g27830 mips_01_05_01_01_02 "beta-glucosidase like protein"
mips_11_05_03
at_At4g34480 - mips_01_04_01 "putative protein (fragment)"
at_At4g35010 mips_01_05_01_01_01 "beta-galactosidase - like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At4g36360 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At4g38590 - mips_01_20_01 "galactosidase like protein"
mips_01_20_01_07
mips_40_01
mips_40_25
at_At5g03650 mips_01_05_01_01_01 "1,4-alpha-glucan branching enzyme protein soform SBE2.2 precursor"
mips_01_05_01_03
mips_01_05_01_03_02
mips_02_19
at_At5g08380 mips_01_05_01_01_02 "alpha-galactosidase - like protein"
mips_01_05_01_03_02
mips_06_13_04
mips_06_13_04_01
mips_40_25
at_At5g10560 mips_01_05 "beta-xylosidase - like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_30
mips_30_01
mips_40_01
at_At5g11720 mips_01_05_01_01_02 "alpha-glucosidase 1"
mips_02_01
mips_02_19
mips_40_25
mips_63_13
mips_63_13_01
at_At5g13690 mips_01_05_01_01_04 "alpha-N-acetylglucosaminidase"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_25
at_At5g18220 - mips_01_04_01 "beta-1,3-glucanase - like predicted GPI-anchored protein"
at_At5g20250 mips_01_05_01_03 "seed imbitition protein-like"
at_At5g20330 - mips_11_05_03 "beta-1,3-glucanase bg4"
mips_25_03
mips_30_01
at_At5g24090 - mips_03_03_03 "acidic endochitinase (dbj|BAA21861.1)"
mips_40_27
at_At5g24550 mips_01_05_01_01_02 "beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At5g26000 - mips_01_20_01 "myrosinase precursor"
mips_01_20_01_07
mips_11_05_03
at_At5g41460 mips_01_05_01_03 "putative protein"
mips_01_05_01_03_02
mips_06_07_02
mips_06_07_02_02
mips_30_27
mips_30_27_01
at_At5g42100 - mips_01_04_01 "beta-1,3-glucanase - like predicted GPI-anchored protein"
mips_11_05_03
at_At5g42720 - mips_01_04 "beta-1,3-glucanase-like protein"
mips_01_04_01
mips_11_05_03
at_At5g44640 mips_01_05_01_01_02 "beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At5g54570 - mips_01_20_01 "beta-glucosidase"
mips_01_20_01_07
at_At5g56870 mips_01_05_01_01_01 "beta-galactosidase (emb|CAB64740.1)"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At5g58090 - mips_01_04 "predicted GPI-anchored protein"
mips_01_04_01
mips_11_05_03
mips_30_01
at_At5g63800 mips_01_05_01 "beta-galactosidase like protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At5g63810 mips_01_05_01_01_01 "beta-galactosidase (emb|CAB64746.1)"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At5g63840 mips_01_05_01_01_02 "glucosidase II alpha subunit"
mips_02_01
mips_02_19
mips_40_25
mips_63_13
mips_63_13_01
Training Accuracy: 53/80 (66.25%)
Training Frequency class 'mips_01_05_01': 452/3968 (11.39%)
Evaluation on validation data (1980 items):
at_At1g02640 mips_01_05_01_03 "beta-xylosidase, putative"
mips_01_05_01_03_02
mips_30_01
mips_40_01
at_At1g28340 - mips_10 "hypothetical protein"
mips_10_01_01
at_At1g31740 mips_01_05_01 "putative protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At1g47600 mips_01_05_01_01_02 "hypothetical protein"
mips_01_20_01
mips_01_20_01_07
at_At1g60260 mips_01_05_01 "putative beta-glucosidase"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
mips_40_02
at_At1g60270 - mips_01_20_01 ""
mips_01_20_01_07
at_At1g66250 - mips_01_04_01 "beta-1,3-glucanase precursor, putative"
at_At2g01630 - mips_01_04_01 "beta-1,3-glucanase like protein"
at_At2g22960 - mips_47 "pseudogene"
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At2g25630 mips_01_05_01 "putative beta-glucosidase"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
at_At2g28470 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At2g39640 - mips_01_04_01 "putative beta-1,3-glucanase, predicted GPI-anchored protein"
at_At3g45940 mips_01_05_01_01_02 "putative protein"
mips_02_01
mips_02_19
mips_40_08
mips_40_25
mips_63_13
mips_63_13_01
at_At3g47000 mips_01 "beta-D-glucan exohydrolase - like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_30
mips_30_01
mips_40_01
at_At3g47050 mips_01_05_01_03_02 "beta-D-glucan exohydrolase - like protein"
mips_40_01
at_At3g54440 mips_01_05_01_01_01 "beta Galactosidase - like protein"
mips_25_05_10
mips_25_05_13
mips_25_05_17
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
mips_40_25
at_At3g55260 mips_01_05_01_01_01 "beta-N-acetylhexosaminidase -like protein"
mips_01_06_04
mips_40_25
at_At3g61810 mips_01 "putative protein"
mips_01_04_01
mips_01_05
mips_01_05_01
mips_11
mips_11_05
mips_11_05_03
mips_98
mips_99
at_At4g01040 - mips_11_07_03 "hypothetical protein"
mips_11_10
mips_11_10_07
mips_40_27
mips_63_13
mips_63_13_01
at_At4g01970 mips_01_05_01_03 "putative raffinose synthase or seed imbibition protein"
at_At4g15210 mips_02 "beta-amylase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_19
mips_02_99
at_At4g19730 - mips_11_05_03 "putative protein"
mips_11_07
mips_11_07_03
mips_11_10
mips_11_10_07
mips_40_27
mips_63_13
mips_63_13_01
mips_63_13_99
at_At4g19740 - mips_11_07_03 "putative protein"
mips_11_10
mips_11_10_07
mips_40_27
mips_63_13
mips_63_13_01
at_At4g19800 - mips_01_05 "chitinase - like protein"
mips_11
mips_11_01
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_03
mips_11_10
mips_11_10_07
mips_13
mips_13_11
mips_40_03
mips_40_27
mips_63_13
mips_63_13_01
mips_63_13_99
at_At4g22100 - mips_01_20_01 "glucosidase like protein"
mips_01_20_01_07
at_At4g27820 mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At4g31140 - mips_01_04_01 "1,3-beta-glucanase - like predicted GPI-anchored protein"
mips_11_05_03
at_At5g01930 mips_01 "(1-4)-beta-mannan endohydrolase-like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
at_At5g08370 mips_01_05_01_01_02 "alpha-galactosidase - like protein"
mips_01_05_01_03_02
mips_06_13_04
mips_06_13_04_01
mips_40_25
at_At5g18670 mips_01 "beta-amylase-like proten"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_19
mips_02_99
at_At5g20390 mips_01 "beta-1,3-glucanase-like protein"
mips_01_05
mips_01_05_01_01
mips_11_05
mips_11_05_03
mips_25_03
mips_30
mips_98
at_At5g20710 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At5g20940 mips_01_05_01_03 "beta-glucosidase - like protein"
mips_01_05_01_03_02
mips_30_01
mips_40_01
at_At5g20950 mips_01_05_01_01 "beta-D-glucan exohydrolase-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
at_At5g25980 - mips_01_20_01 "myrosinase TGG2"
mips_01_20_01_07
at_At5g36890 mips_01_05_01_01_01 "beta-glucosidase -like protein"
mips_01_05_01_01_02
mips_02_01
at_At5g56590 mips_01_04 "beta-1,3-glucanase-like protein"
mips_01_04_01
mips_01_05_01
mips_30_01
at_At5g58480 - mips_01_04_01 "beta 1-3 glucanase - like predicted GPI-anchored protein"
at_At5g67460 - mips_01_04_01 "putative protein"
Validation Accuracy: 24/39 (61.54%)
Validation Frequency class 'mips_01_05_01': 195/1980 (9.85%)
Evaluation on propertest data (3048 items):
at_At1g02310 mips_01_05_01_01 "(1-4)-beta-mannan endohydrolase precursor, putative"
at_At1g02850 - mips_01_20_01 "Similar to beta-glucosidases (At1g02850)"
mips_01_20_01_07
at_At1g06350 - mips_01_06_01 "hypothetical protein"
mips_40_07
mips_63_17
mips_63_17_09
at_At1g09010 mips_01_05_01_01_01 "putative Bos beta-mannosidase"
mips_06_07_02
mips_06_07_02_02
mips_25_05_10
mips_25_05_13
mips_25_05_17
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
mips_40_25
at_At1g15460 - mips_67_04_07 "putative protein"
mips_67_50
mips_67_50_05
at_At1g30080 mips_01 "beta-1,3-glucanase precursor, putative"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_11
mips_11_05
mips_11_05_03
mips_98
mips_99
at_At1g32860 mips_01_04 "hypothetical protein"
mips_01_04_01
mips_01_05_01
mips_01_05_01_01
mips_11_05
mips_11_05_03
at_At1g45130 - mips_01_20_01 "putative beta-galactosidase emb|CAB64741.1; similar to ESTs gb|N96096.1, gb|AW096565.1, gb|AI994624.1, gb|T42360.1, gb|AI100297.1"
mips_01_20_01_07
mips_40_01
mips_40_25
at_At1g51490 mips_01_05_01_01 "cyanogenic beta-glucosidase, putative"
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g55740 mips_01_05_01_03 "seed imbibition protein, putative"
at_At1g64760 - mips_01_04_01 "hypothetical protein"
at_At1g66270 - mips_01_20_01 "beta-glucosidase"
mips_01_20_01_07
at_At1g66280 mips_01_05_01 "beta-glucosidase, putative"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g68560 mips_01_05_01_01_02 "alpha-xylosidase precursor"
mips_02_01
mips_02_19
mips_40_08
mips_40_25
mips_63_13
mips_63_13_01
at_At1g77410 mips_01_05_01_01_01 ""
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At1g77780 mips_01_05 "endo-1,3-beta-glucanase - like predicted GPI-anchored protein"
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
at_At1g78060 mips_01_05_01_03_02 "putative protein"
mips_40_01
at_At2g02060 - mips_10_05_01 "unknown protein"
mips_10_05_01_10
mips_30_04
at_At2g05790 mips_01_04 "putative beta-1,3-glucanase"
mips_01_04_01
mips_01_05_01
mips_30_01
at_At2g27500 - mips_01_04 "beta-1,3-glucanase like protein"
mips_01_04_01
mips_11_05_03
at_At2g36390 mips_01_05_01_03 "starch branching enzyme class II (sbe2-1)"
mips_01_05_01_03_02
mips_02_19
at_At2g39930 mips_01_05_01_01_01 "putative isoamylase"
mips_02_19
at_At2g44470 mips_01_05_01_01_02 "putative beta-glucosidase"
at_At2g45880 mips_02 "putative beta-amylase"
mips_01_05_01
mips_01_05_01_01
mips_02_19
mips_02_99
at_At3g18070 mips_01_05_01_01_02 "beta-glucosidase, putative"
mips_01_20_01
mips_01_20_01_07
at_At3g20440 mips_01 "1,4-alpha-glucan branching enzyme, putative"
mips_01_01_07
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_02_19
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_03
mips_67
mips_67_10
at_At3g24330 - mips_01_04_01 "beta-1,3-glucanase, putative"
at_At3g26380 mips_01_05 "unknown protein"
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_05_01_03
mips_01_05_01_03_02
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_30
mips_40_25
at_At3g46570 mips_01_05_01 "glucosidase-like protein"
mips_01_05_01_01
mips_11_05
mips_11_05_03
at_At3g47040 mips_01_05_01 "beta-D-glucan exohydrolase - like protein"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_30_01
mips_40_01
at_At3g52840 mips_01 "beta-galactosidase precursor - like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_30
mips_30_01
mips_40
mips_40_01
mips_40_25
at_At3g56310 mips_01_05 "alpha-galactosidase-like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_05_01_03
mips_01_05_01_03_02
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_30
mips_30_01
mips_40_25
at_At3g57520 mips_01 "imbibition protein homolog"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_98
at_At3g60120 mips_01_05_01_01_02 "beta-glucosidase-like protein"
mips_01_20_01
mips_01_20_01_07
at_At3g62750 mips_01_05 "beta-glucosidase-like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_01_02
mips_40_02
at_At4g09020 mips_01_05_01_01_01 "isoamylase-like protein"
mips_02_19
at_At4g11350 mips_01_05_01 "putative protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_05
mips_06_07
mips_06_07_02
mips_06_07_02_02
mips_30_27
mips_30_27_01
mips_40_02
at_At4g14080 mips_01 "A6 anther-specific protein"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At4g17090 mips_02 "beta-amylase (ct-bmy gene)"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_19
mips_02_99
at_At4g19720 - mips_01 "putative protein"
mips_01_05
mips_11
mips_11_05
mips_11_05_03
at_At4g21760 mips_01_05 "beta-glucosidase -like protein"
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
at_At4g25000 mips_01_05 "alpha-amylase like protein"
mips_01_05_01_01
mips_02_19
at_At4g26830 mips_01 "putative beta-1,3-glucanase"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At4g29360 - mips_01_04_01 "beta-1,3-glucanase-like protein"
at_At5g04360 mips_01_05_01_01_01 "pullulanase-like protein (starch debranching enzyme)"
mips_02_19
at_At5g09730 mips_01_05 "beta-xylosidase - like protein"
mips_01_05_01_01
mips_40_01
at_At5g17500 mips_01_05_01_01_01 "putative protein"
at_At5g20870 - mips_01_04_01 "beta-1,3-glucanase - like protein"
mips_01_05
at_At5g24540 mips_01_05 "beta-glucosidase"
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At5g28510 mips_01_05 "thioglucosidase (myrosinase) - like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At5g42260 mips_01_05_01_01_02 "beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At5g45300 mips_01_05 "beta-amylase-like"
mips_01_05_01_01
mips_02_19
mips_02_99
at_At5g49360 mips_01_05_01_03 "xylosidase"
mips_01_05_01_03_02
mips_40_01
at_At5g55180 - mips_01_04_01 "beta-1,3-glucanase-like protein"
at_At5g64790 - mips_01_04_01 "beta-1,3-glucanase"
Propertest Accuracy: 41/55 (74.55%)
Propertest Frequency class 'mips_01_05_01': 301/3048 (9.88%)
New (unknown) data (1980 items):
at_At1g14590 - no entry null
at_At1g77790 - no entry null
at_At2g31280 - no entry null
at_At3g26130 - no entry null
at_At3g57270 - no entry null
at_At4g00300 - mips_10 ""
at_At4g00490 - mips_02_19 "putative beta-amylase"
mips_02_99
at_At4g08160 - mips_40_01 "putative xylan endohydrolase"
at_At4g16260 - no entry null
at_At4g19970 - no entry null
at_At4g23490 - no entry null
at_At4g28320 - no entry null
at_At4g33830 - mips_40_01 "putative protein"
at_At4g33840 - mips_40_01 "putative protein"
at_At4g33850 - mips_40_01 "putative protein"
at_At4g33860 - mips_40_01 "putative protein"
at_At5g16580 - no entry null
at_At5g16700 - no entry null
at_At5g40900 - no entry null
at_At5g64860 - no entry null
at_At5g66460 - no entry null
at_At1g10050 - mips_40_01 "putative xylan endohydrolase"
at_At1g13130 - mips_99 "hypothetical protein"
at_At1g28690 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g58370 - mips_40_01 "unknown protein"
mips_98
at_At1g72990 - mips_40_01 "unknown protein (At1g72990)"
mips_40_25
at_At2g14690 - mips_40_01 "1,4-beta-xylan endohydrolase"
at_At2g32290 - mips_02_19 "putative beta-amylase"
mips_02_99
at_At3g10890 - no entry null
at_At3g23920 - mips_02_19 "beta-amylase, putative"
mips_02_99
at_At3g24710 - no entry null
at_At3g43150 - no entry null
at_At4g33820 - mips_40_01 "putative protein"
at_At4g38300 - mips_40_01 "putative protein"
at_At5g09700 - mips_40_01 "beta-glucosidase - like protein"
at_At5g20340 - no entry null
at_At5g20560 - no entry null
at_At5g40390 - no entry null
at_At5g55700 - mips_02_19 "beta-amylase"
mips_02_99
at_At5g64570 - mips_40_01 "beta-xylosidase"
at_At1g11820 - no entry null
at_At1g28710 - no entry null
at_At1g65490 - no entry null
at_At1g65590 - no entry null
at_At2g40840 - no entry null
at_At3g10900 - no entry null
at_At3g26140 - no entry null
at_At3g30540 - no entry null
at_At4g15240 - no entry null
at_At4g33810 - mips_40_01 "beta-xylan endohydrolase -like protein"
at_At4g38650 - mips_40_01 "putative protein"
at_At5g34940 - no entry null
at_At5g51880 - no entry null
------------------
Rule 468
b.69.7 > 2.8026e-45
c.69.1 <= 1.4e-08
-> class mips_01_05_01 "C-compound and carbohydrate utilization"
Evaluation on training data (3968 items):
at_At1g09280 - mips_01_03_01 "unknown protein"
mips_01_03_04
mips_01_07_01
at_At1g10040 - mips_01_06_04 "unknown protein"
at_At1g18360 - mips_01_06_04 "lysophospholipase homolog, putative (At1g18360)"
mips_02_25
at_At1g47780 - mips_01_06_07 "hypothetical protein"
mips_01_06_10
mips_48
at_At1g49650 - mips_01_06 "unknown protein"
mips_01_06_04
at_At1g52440 - mips_01_06 ""
mips_01_06_07
mips_01_06_10
mips_40_16
mips_48
at_At1g56630 - mips_01_06_04 "lipase precursor, putative"
at_At1g64670 mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At1g66900 - mips_14_04_03 "unknown protein"
mips_14_04_03_01
at_At1g69020 - mips_06 "putative protease"
mips_06_13
mips_40
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
at_At1g69240 mips_01_02 "putative alpha/beta hydrolase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At1g73280 - mips_06_01 "putative serine carboxypeptidase"
mips_06_07_11
mips_06_10
mips_40_25
at_At1g73290 - mips_06_01 "putative serine carboxypeptidase"
mips_06_04
mips_06_07_11
mips_06_10
mips_06_13
mips_40_07
mips_40_25
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_67
at_At1g73300 - mips_06_07_11 "putative serine carboxypeptidase"
mips_40_25
mips_62_02_01_01
at_At1g73480 - mips_01_06_04 "putative lysophospholipase (At1g73480)"
mips_02_25
at_At1g73920 - mips_01_06 "unknown protein (At1g73920)"
mips_01_06_04
mips_01_25
mips_01_25_07
mips_40_25
mips_47_03_11
mips_47_03_11_03
mips_63_09
at_At1g74290 - mips_02_11 "unknown protein"
mips_02_11_05
mips_11_07
mips_11_07_01
at_At1g77420 mips_01_05_01_01_09 "putative lipase"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_02_25
at_At2g03550 - mips_01_06_04 "putative esterase"
mips_11_10
mips_11_10_09
at_At2g14260 mips_01_05_01_01_09 "proline iminopeptidase"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At2g19550 mips_01 "putative esterase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_04
mips_11
mips_11_07
mips_13
mips_13_11
mips_99
at_At2g19620 - mips_03_03_01 "putative SF21 protein {Helianthus annuus}"
mips_03_03_01_02
mips_06_07_03
mips_08_01
mips_10_01_05_01
mips_11_01_01
mips_11_01_99
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_13_03
mips_13_03_01
mips_13_11
mips_13_11_03
mips_13_11_03_05
mips_14_01_01
mips_14_04_07
mips_20_25_03
mips_20_25_03_03
at_At2g23550 mips_01_05_01_01_09 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At2g23560 mips_01_02 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At2g23580 mips_01_05_01_01 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_99
mips_06_13
mips_11_05
mips_11_05_03
mips_40_19
at_At2g23610 mips_01_02 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At2g24010 - mips_06_07_11 "putative serine carboxypeptidase II"
mips_40_25
mips_62_02_01_01
at_At2g24320 - mips_01_06_04 "hypothetical protein"
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
at_At2g35770 - mips_06_01 "putative serine carboxypeptidase II"
mips_06_04
mips_06_07
mips_06_07_11
mips_06_10
mips_06_13
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At2g36290 mips_01_02 "unknown protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_11_07
mips_40_19
at_At2g39400 - mips_01 "phospholipase like protein"
mips_02
mips_01_06
mips_01_06_04
mips_02_25
mips_11
mips_11_01
mips_13
mips_13_11
at_At2g39420 - mips_01_06_04 "phospholipase like protein"
mips_02_25
at_At2g41530 - mips_01_06 "putative esterase D"
mips_01_06_04
mips_06_07
mips_06_13
mips_14_04_03
mips_14_04_03_03
mips_40_09
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
at_At2g45610 - mips_01_06_04 "unknown protein"
mips_11_10
mips_11_10_09
at_At2g47630 - mips_01 "putative phospholipase"
mips_02
mips_01_06
mips_01_06_04
mips_02_25
mips_11
mips_11_01
mips_13
mips_13_11
at_At3g07990 - mips_06_01 "putative serine carboxypeptidase II"
mips_06_04
mips_06_07
mips_06_07_11
mips_06_10
mips_06_13
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At3g10410 - mips_06_13_04 "putative serine carboxypeptidase precursor"
mips_40_25
at_At3g15650 - mips_01_06_07 "putative lysophospholipase"
mips_01_06_10
mips_48
at_At3g23540 mips_01_05_01_01_01 "unknown protein"
mips_01_06_04
at_At3g24420 mips_01_02 "unknown protein"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_02_11_05
mips_11_07_01
at_At3g25420 - mips_40_25 "serine carboxypeptidase, putative"
mips_62_02_01_01
at_At3g27320 - mips_11_10 "esterase, putative"
mips_11_10_09
at_At3g29770 mips_01_02 "alpha/beta hydrolase, putative"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_06_13
mips_11_05
mips_11_05_03
mips_40_19
at_At3g44520 mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_40_19
at_At3g44830 - mips_01_06_04 "putative protein"
mips_01_06_13
mips_63_09
at_At3g45010 - mips_06_13_04 "carboxypeptidase precursor-like protein"
mips_40_25
at_At3g47590 mips_01_05_01_01_01 "putative protein"
mips_01_06_04
mips_02_11_05
mips_11_07_01
at_At3g48700 - mips_01_06_04 "putative protein"
mips_01_06_07
mips_11_10
mips_11_10_09
at_At3g51000 mips_01_05_01_01_09 "epoxide hydrolase-like protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At3g52010 - mips_06_01 "serine-type carboxypeptidase-like protein"
mips_06_04
mips_06_07
mips_06_07_11
mips_06_10
mips_06_13
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_67
at_At3g52570 mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At3g55190 mips_01_02 "lipase -like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_02_25
at_At4g10030 mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At4g10050 mips_01_05_01_01 "lipase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_02_11_05
mips_06_07_99
mips_62_01_01
mips_62_02
mips_62_02_01
mips_62_02_01_02
at_At4g12910 - mips_62_02_01_01 "SERINE CARBOXYPEPTIDASE I PRECURSOR-like protein"
at_At4g14290 mips_01_05_01_01_01 "hypothetical protein"
mips_01_06_04
at_At4g15100 - mips_06_07_11 "hydroxynitrile lyase like protein"
mips_40_25
mips_62_02_01_01
at_At4g15960 mips_01_05_01_01_09 "putative epoxide hydrolase"
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_40_19
at_At4g17150 mips_01_05_01_01 "hypothetical protein"
mips_01_05_01_01_01
at_At4g22300 - mips_01_06_07 "putative protein"
mips_01_06_10
mips_48
at_At4g24140 mips_01_05 "putative protein"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_04
mips_01_25
mips_01_25_07
mips_47_03_11
mips_47_03_11_03
mips_63_09
at_At4g25290 - mips_01_02 "hypothetical protein"
mips_03_01_05
mips_11_07_03
mips_11_10
mips_11_10_99
mips_13_11_01
mips_13_11_11
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_10_99
at_At4g30810 - mips_06_07_11 "serine carboxypeptidase II like protein"
mips_40_25
mips_62_02_01_01
at_At4g31020 - mips_01_06 "putative protein"
mips_01_06_04
mips_11_01
mips_13_11
at_At4g36610 mips_01_02 "unknown protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_06_07
mips_06_13
mips_11_01
at_At4g37140 mips_01_02 "putative protein (partial)"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At4g37150 mips_01_02 "hydroxynitrile lyase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At5g02970 mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_11_07
mips_40_19
at_At5g08260 - mips_40_07 "serine-type carboxypeptidase II-like protein"
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At5g09430 mips_01_02 "putative hydrolase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_02_11_05
mips_11_07_01
at_At5g10300 mips_01_02 "alpha-hydroxynitrile lyase-like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At5g11790 - mips_03_03_01_02 "unknown protein"
mips_06_07_03
mips_08_01
mips_10_01_05_01
mips_11_01_01
mips_11_01_99
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_13_03
mips_13_03_01
mips_13_11_03
mips_13_11_03_05
mips_14_01_01
mips_14_04_07
mips_20_25_03
mips_20_25_03_03
at_At5g13640 - mips_01_06_01 "unknown protein"
mips_01_06_04
mips_01_06_13
mips_40_27
mips_63_09
at_At5g13800 mips_01_05_01_01_09 "putative protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At5g15860 - mips_01_25 "Carboxylesterase-like protein"
mips_01_25_07
mips_13_07
mips_13_11
at_At5g16080 - mips_01_06_04 "unknown protein"
mips_01_06_07
mips_11_10
mips_11_10_09
at_At5g18640 - mips_01_06_04 "triacylglycerol lipase-like protein"
at_At5g19290 - mips_01_06_04 "phospholipase - like protein"
mips_02_25
at_At5g19850 mips_01_05 "putative protein"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_03
mips_03_03_01
mips_03_03_01_02
mips_06
mips_06_07_03
mips_13
mips_13_11
mips_14_04
mips_40_10
mips_40_19
at_At5g21950 - mips_03_03_01_02 "putative protein"
mips_06_07_03
mips_08_01
mips_10_01_05_01
mips_11_01_01
mips_11_01_99
mips_13_01_01_99
mips_13_11_03
mips_13_11_03_05
mips_14_01_01
at_At5g23210 - mips_06 "serine carboxypeptidase II-like protein"
mips_06_07_11
mips_40_25
mips_62_02_01_01
mips_67
at_At5g23530 - mips_01_06_04 "unknown protein"
mips_01_06_07
at_At5g25770 - mips_01_06_04 "putative protein"
at_At5g27320 - mips_01_06_04 "Unknown protein"
mips_11_10
mips_11_10_09
at_At5g38520 mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_02_11_05
mips_11_07_01
at_At5g41900 mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_11_07
mips_40_19
at_At5g47350 - mips_01_06_07 "palmitoyl-protein thioesterase precursor-like"
mips_06_13_04
mips_06_13_04_01
mips_20_25_01
mips_20_25_01_01
mips_40_25
at_At5g56750 - mips_03_03_01_02 "pollen specific protein SF21"
mips_06_07_03
mips_08_01
mips_10_01_05
mips_10_01_05_01
mips_11_01_01
mips_11_01_99
mips_11_05_03
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_13_03
mips_13_03_01
mips_13_11_03
mips_13_11_03_05
mips_14_01
mips_14_01_01
mips_14_04_07
mips_20_25
mips_20_25_03
mips_20_25_03_03
at_At5g65400 - mips_01_01 "putative protein"
mips_01_01_01
mips_01_03
mips_01_03_01
mips_01_03_04
mips_01_07
mips_01_07_01
Training Accuracy: 34/89 (38.20%)
Training Frequency class 'mips_01_05_01': 452/3968 (11.39%)
Evaluation on validation data (1980 items):
at_At1g05790 - mips_01_06_04 "hypothetical protein"
mips_06
mips_06_01
mips_63_19
at_At1g13610 mips_02 "hypothetical protein"
mips_01_05_01
mips_01_05_01_01
mips_01_06
at_At1g13820 mips_01_02 "hypothetical protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_02_11
mips_02_11_05
mips_11_07
mips_11_07_01
mips_40_19
at_At1g15490 mips_01_02 "putative protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_11
mips_11_07
mips_40_19
at_At1g18460 - mips_01_06_04 "unknown protein"
mips_01_25
mips_01_25_07
mips_40_25
mips_40_27
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_03
mips_63_09
at_At1g26360 mips_01_02 "hypothetical protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_11
mips_11_05
mips_11_05_03
mips_11_07
mips_40_19
at_At1g29840 mips_01_05_01_01_01 "hypothetical protein"
mips_01_06_04
mips_02_11_05
mips_11_07_01
mips_37
mips_37_03
mips_37_03_21
mips_37_03_21_01
mips_45
mips_45_03
mips_45_03_09
mips_45_03_19
mips_47_03_21
mips_47_03_21_01
mips_63_05
at_At1g43780 - mips_06_07_11 "serine carboxypeptidase II, putative"
mips_40_25
mips_62_02_01_01
at_At1g49640 - mips_01_06_04 "hypothetical protein"
at_At1g51300 - mips_01_06_07 "hypothetical protein"
mips_01_06_10
mips_48
at_At1g52760 - mips_01_06_04 "lipase like protein"
mips_02_25
at_At1g68620 - mips_01_06_04 "putative carboxylesterase"
mips_01_06_07
at_At1g72620 mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_03_03_01_02
mips_06_07_03
mips_08_01
mips_10_01_05
mips_10_01_05_01
mips_11_01_01
mips_11_01_99
at_At1g73270 - mips_06_01 "putative serine carboxypeptidase"
mips_06_07
mips_06_07_11
mips_06_10
mips_06_13
mips_40_25
at_At1g74300 mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At2g22960 - mips_47 "pseudogene"
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At2g22990 - mips_06_07_11 "putative serine carboxypeptidase I"
mips_40_25
at_At2g23570 - mips_01_20_99 "putative acetone-cyanohydrin lyase"
at_At2g26750 mips_01_02 "putative epoxide hydrolase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_20_25_03
mips_20_25_03_04
mips_25_05_09
mips_25_05_10
mips_40_19
at_At2g39410 - mips_01_06_04 "putative phospholipase"
mips_02_25
at_At2g42450 - mips_01_06 "hypothetical protein"
mips_01_06_04
mips_06_13
at_At2g45600 mips_01_05_01 "unknown protein"
mips_01_05_01_01
mips_11_07
mips_11_07_09
mips_11_10
mips_11_10_09
mips_13_03
mips_13_03_01
mips_13_03_05
mips_40_07
mips_40_27
mips_40_27_99
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_05
at_At2g47390 - mips_14_04_03_03 "unknown protein"
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
mips_45_03_05
mips_45_03_05_09
at_At3g07400 - mips_01_06_04 "hypothetical protein"
at_At3g09690 mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At3g10840 mips_01_02 "putative alpha/beta hydrolase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_04
mips_01_25
mips_01_25_07
mips_11_07
mips_40_19
mips_40_27
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_03
mips_63_09
at_At3g48410 mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_40_19
at_At3g50440 mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At3g52000 - mips_06_07_11 "serine-type carboxypeptidase like protein"
mips_40_25
at_At3g52020 - mips_06_01 "serine-type carboxypeptidase-like protein"
mips_06_07_11
mips_06_10
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At3g54240 mips_01_02 "putative protein (fragment)"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At3g55180 - mips_01_06_04 "lipase -like protein"
mips_02_25
at_At3g60340 - mips_01_06_07 "palmitoyl-protein thioesterase precursor like"
mips_06_13_04
mips_06_13_04_01
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_25
at_At3g61540 - mips_06_13_01 "prolyl aminopeptidase-like protein"
at_At4g09900 mips_01_02 "putative host response protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At4g12830 mips_01_05 "hydrolase like protein"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_06_13
mips_40_19
at_At4g16820 - mips_01_06_04 "triacylglycerol lipase like protein"
at_At4g17470 - mips_01_06_07 "putative protein"
mips_06_13_04
mips_06_13_04_01
mips_20_25_01
mips_20_25_01_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_25
at_At4g17483 - mips_01_06_07 "putative protein"
mips_06_13_04
mips_06_13_04_01
mips_20_25_01
mips_20_25_01_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_25
at_At4g33180 mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At4g37470 mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
at_At5g06570 - mips_01_06_04 "putative protein"
mips_01_06_07
mips_11_10
mips_11_10_09
at_At5g09640 - mips_06_07_11 "carboxypeptidase like protein"
mips_40_25
mips_62_02_01_01
at_At5g11650 mips_02 "lysophospholipase - like protein"
mips_01_05_01
mips_01_06
mips_01_06_04
mips_02_25
mips_11_01
mips_13_11
at_At5g14390 - mips_14_04_03_01 "putative protein"
at_At5g14980 mips_01_02 "lysophospholipase -like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_02_25
at_At5g16120 mips_01_05_01_01_09 "lipase-like protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_02_25
at_At5g17780 mips_01_02 "putative protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_06_13
mips_11_07
mips_40_19
at_At5g22980 - mips_06_13_04 "serine carboxypeptidase"
mips_40_25
at_At5g36210 - mips_20_25_16 "acyl-peptide hydrolase-like"
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_07
at_At5g38220 - mips_14_04_03 "putative protein"
mips_14_04_03_01
at_At5g38360 mips_01_02 "similar to unknown protein (pir||T03994)"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
at_At5g39220 mips_01_02 "putative protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_06_07
mips_06_13
mips_11
mips_11_07
mips_40_19
at_At5g58310 mips_01_02 "polyneuridine aldehyde esterase-like; also similar to alpha-hydroxynitrile lyase"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20
mips_01_20_99
mips_11_05
mips_11_05_03
mips_40_19
Validation Accuracy: 25/54 (46.30%)
Validation Frequency class 'mips_01_05_01': 195/1980 (9.85%)
Evaluation on propertest data (3048 items):
at_At1g11090 - mips_01_06_04 "lysophospholipase isolog"
mips_02_25
at_At1g15000 - mips_06_13_04 "serine carboxypeptidase precursor, putative"
mips_40_25
mips_62_02_01_02
at_At1g17430 mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_03_03_01_02
mips_06_07_03
mips_08_01
mips_40_19
at_At1g19190 - mips_01_06_04 "hypothetical protein"
mips_11_10
mips_11_10_09
at_At1g26120 - mips_01 "unknown protein (At1g26120)"
mips_01_06
mips_01_25
mips_01_25_07
mips_10
mips_13
mips_13_03
mips_13_03_01
mips_13_03_05
mips_13_07
mips_20
mips_40_27
mips_40_27_99
mips_63
mips_63_01
mips_98
at_At1g27480 - mips_01_06_01 "unknown protein"
mips_01_06_04
mips_01_06_13
mips_40_27
mips_63_09
at_At1g32190 - mips_14_04_03 "hypothetical protein"
mips_14_04_03_01
at_At1g33540 - mips_06_04 "serine carboxypeptidase, putative"
mips_06_13
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_67
at_At1g33990 - mips_01_20_99 "unknown protein"
mips_02_25
at_At1g47480 - mips_01_06_04 "unknown protein"
mips_01_06_07
mips_11_10
mips_11_10_09
at_At1g52470 - mips_01 "hypothetical protein"
mips_01_06
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_40_16
mips_48
mips_98
at_At1g52510 mips_01_02 "unknown protein (At1g52510)"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_20_25_03
mips_20_25_03_04
mips_25_05_09
mips_25_05_10
at_At1g52750 mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
at_At1g68900 mips_01_01_01_11 "hypothetical protein"
mips_01_01_01_11_09
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_07_01
at_At1g74280 mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At1g78210 mips_01_02 "unknown protein (At1g78210)"
mips_01_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_02_11_05
mips_06_13
mips_11_07_01
mips_40_19
at_At2g05850 - mips_06_07_11 "putative serine carboxypeptidase II"
mips_40_25
mips_62_02_01_01
at_At2g15230 - mips_01_06_04 "putative lysosomal acid lipase"
mips_01_25
mips_01_25_07
mips_40_25
mips_47_03_11
mips_47_03_11_03
mips_63_09
at_At2g18360 - mips_02_11 "unknown protein"
mips_02_11_05
mips_11_07
mips_11_07_01
at_At2g23590 mips_01_02 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_11_05_03
mips_11_07
mips_40_19
at_At2g23600 mips_01_02 "putative acetone-cyanohydrin lyase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20
mips_01_20_99
mips_06_07
mips_11
mips_11_05
mips_11_05_03
mips_11_07
mips_40_19
at_At2g23620 mips_01_05_01_01_09 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At2g24280 - mips_06_07_11 "putative prolylcarboxypeptidase"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_40_25
mips_47_03_05
mips_47_03_05_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
at_At2g26740 mips_01_02 "epoxide hydrolase (ATsEH)"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At2g27920 - mips_06_01 "putative carboxypeptidase"
mips_06_04
mips_06_13
mips_06_13_04
mips_06_13_04_02
mips_40_07
mips_40_09
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_02
mips_67
at_At2g35780 - mips_06_01 "putative serine carboxypeptidase II"
mips_06_07_11
mips_06_10
mips_40_25
mips_62_02_01
mips_62_02_01_01
at_At3g10870 mips_01_05 "putative alpha-hydroxynitrile lyase"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_06_13
mips_10_01_01
mips_11_05
mips_11_05_03
mips_40_19
at_At3g12203 - mips_06_07_11 "serine carboxypeptidase, putative"
mips_40_25
at_At3g12220 - mips_06_01 "hypothetical protein"
mips_06_04
mips_06_07
mips_06_07_11
mips_06_10
mips_06_13
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At3g12230 - mips_06_07_11 "hypothetical protein"
mips_40_25
at_At3g30380 - mips_14_04_03 "unknown protein"
mips_14_04_03_01
at_At3g47560 mips_01_05 "unknown protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_04
mips_11
mips_11_07
at_At3g48690 - mips_01_06_04 "putative protein"
mips_01_06_07
mips_11_10
mips_11_10_09
at_At3g62860 - mips_01_06_04 "unknown protein"
at_At3g63010 - mips_01_06_04 "putative protein"
mips_11_10
mips_11_10_09
at_At3g63470 - mips_06_07_11 "serin carboxypeptidase - like protein"
mips_40_25
mips_62_02_01_01
at_At4g02340 mips_01_02 ""
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_11_07
mips_40_19
at_At4g12230 mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
at_At4g13550 - mips_01_01 "putative protein"
mips_01_01_01
mips_01_20_35
mips_01_20_35_01
at_At4g16690 mips_01 "cyanohydrin lyase like protein"
mips_01_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20
mips_01_20_99
mips_11
mips_11_05
mips_11_05_03
mips_11_07
mips_40_19
at_At4g17480 - mips_01_06_07 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_20_25_01
mips_20_25_01_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_25
at_At4g19860 - mips_01_06 "putative protein"
mips_01_06_01
mips_01_06_04
mips_01_06_13
mips_40_27
mips_63_09
at_At4g24160 mips_01_02 "putative protein"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_40_19
at_At4g24760 - mips_14_04_03 "unknown protein"
mips_14_04_03_01
at_At4g25770 - mips_01_06_04 "putative protein"
at_At4g30610 - mips_06_07_11 "SERINE CARBOXYPEPTIDASE II-like protein"
mips_40_25
at_At4g36190 - mips_06_07_11 "putative prolyl carboxypeptidase"
mips_06_13_04
mips_06_13_04_01
mips_40_25
mips_47_03_05
mips_47_03_05_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
at_At4g36530 mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_02_11
mips_02_11_05
mips_11_07
mips_11_07_01
mips_40_19
at_At5g11910 mips_01_05_01_01_01 "putative esterase - like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_04
at_At5g14180 - mips_01_06_04 "AT5g14180/MUA22_18"
mips_01_25
mips_01_25_07
mips_40_25
mips_40_27
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_03
mips_63_09
at_At5g14310 mips_01_05_01 "putative protein"
mips_01_05_01_01
mips_01_06
mips_01_06_04
mips_01_06_07
mips_11_10
mips_11_10_09
at_At5g17720 mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_11_07
mips_40_19
at_At5g18630 - mips_01_06_04 "triacylglycerol lipase-like protein"
at_At5g20060 - mips_01_06_07 "unknown protein"
mips_01_06_10
mips_48
at_At5g20520 - mips_01_06_04 "unknown protein"
mips_14_04_03
mips_14_04_03_01
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
at_At5g22460 mips_01_05_01_01 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_06_13
mips_40_19
at_At5g22860 - mips_06 "prolylcarboxypeptidase-like protein"
mips_06_07
mips_06_07_11
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_40
mips_40_25
mips_47
mips_47_03
mips_47_03_05
mips_47_03_05_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_98
mips_99
at_At5g24260 - mips_06_13 "dipeptidyl peptidase IV-like protein"
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_03
mips_20_25
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
at_At5g36180 - mips_06_01 "serine carboxypeptidase"
mips_06_07_11
mips_06_10
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At5g47330 - mips_01 "palmitoyl-protein thioesterase precursor-like"
mips_01_06
mips_01_06_07
mips_06
mips_06_07
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_25
at_At5g47340 - mips_01_06_07 "palmitoyl-protein thioesterase precursor-like"
mips_06_13_04
mips_06_13_04_01
mips_20_25_01
mips_20_25_01_01
mips_33_03_13
mips_40_25
at_At5g51180 - mips_01_06_04 "unknown protein"
at_At5g62180 - mips_11_07_09 "putative protein"
mips_11_10
mips_11_10_09
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_05
mips_47_03_11_07
at_At5g65760 - mips_06_07_11 "lysosomal Pro-X carboxypeptidase"
mips_06_13_04
mips_06_13_04_01
mips_40_25
mips_47_03_05
mips_47_03_05_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
at_At5g66960 - mips_06_13_04 "protease-like"
mips_40_25
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
Propertest Accuracy: 21/65 (32.31%)
Propertest Frequency class 'mips_01_05_01': 301/3048 (9.88%)
New (unknown) data (1980 items):
at_At1g06250 - no entry null
at_At1g10740 - no entry null
at_At1g29120 - no entry null
at_At1g34340 - no entry null
at_At1g35420 - no entry null
at_At1g52700 - no entry null
at_At1g54570 - no entry null
at_At1g54990 - no entry null
at_At1g58350 - no entry null
at_At1g61130 - mips_06 ""
mips_06_13
at_At1g73750 - no entry null
at_At1g80280 - mips_11_07 "unknown protein"
mips_30_01
at_At2g23000 - no entry null
at_At2g24000 - no entry null
at_At2g33530 - no entry null
at_At2g44810 - no entry null
at_At3g12240 - no entry null
at_At3g19970 - no entry null
at_At3g26840 - no entry null
at_At3g48080 - no entry null
at_At3g48090 - no entry null
at_At3g62590 - no entry null
at_At4g00500 - no entry null
at_At4g18550 - no entry null
at_At4g36210 - no entry null
at_At5g14930 - no entry null
at_At5g24190 - mips_99 "putative protein"
at_At5g24210 - no entry null
at_At5g24230 - no entry null
at_At5g41120 - no entry null
at_At5g42230 - no entry null
at_At5g42240 - no entry null
at_At5g43860 - no entry null
at_At5g49950 - no entry null
at_At5g53050 - no entry null
at_At1g05800 - no entry null
at_At1g08310 - no entry null
at_At1g11080 - mips_06 "Serine carboxypeptidase isolog"
mips_06_13
at_At1g23330 - no entry null
at_At1g30370 - mips_01_06 "hypothetical protein"
at_At1g49660 - no entry null
at_At1g51440 - mips_01_06 "putative protein"
at_At1g73310 - no entry null
at_At1g74640 - no entry null
at_At2g05260 - no entry null
at_At2g22920 - no entry null
at_At2g22970 - mips_06_13 "putative serine carboxypeptidase II"
at_At2g22980 - no entry null
at_At2g23010 - mips_06_13 "putative serine carboxypeptidase I"
at_At2g31100 - no entry null
at_At2g42690 - no entry null
at_At2g44970 - no entry null
at_At3g10450 - no entry null
at_At3g14360 - no entry null
at_At3g17180 - mips_06_13 "putative serine carboxypeptidase II"
at_At3g23600 - no entry null
at_At3g26820 - no entry null
at_At3g44510 - no entry null
at_At3g49050 - mips_06_01 "calmodulin-binding heat-shock - like protein"
at_At3g50790 - no entry null
at_At3g56540 - mips_06 "serine carboxypeptidase-like protein"
mips_06_13
at_At3g61680 - no entry null
at_At4g16070 - no entry null
at_At5g19630 - no entry null
at_At5g24180 - no entry null
at_At5g24200 - no entry null
at_At5g24220 - no entry null
at_At5g37710 - mips_06_01 "calmodulin-binding heat-shock protein -like"
at_At5g41130 - no entry null
at_At5g50890 - no entry null
at_At5g67050 - mips_01 "unknown protein"
mips_01_06
mips_06
mips_06_13
at_At1g02660 - no entry null
at_At1g06800 - no entry null
at_At1g15060 - no entry null
at_At1g19670 - no entry null
at_At1g28110 - no entry null
at_At2g03140 - mips_63_06 "similar to late embryogenesis abundant proteins"
at_At2g18100 - no entry null
at_At2g30550 - no entry null
at_At2g31690 - no entry null
at_At2g32520 - mips_98 "putative carboxymethylenebutenolidase"
at_At3g11620 - no entry null
at_At3g12150 - no entry null
at_At3g23570 - no entry null
at_At3g52430 - no entry null
at_At5g17670 - no entry null
at_At5g19050 - no entry null
at_At5g22960 - no entry null
at_At5g41850 - mips_99 "unknown protein"
at_At5g42930 - mips_01 "unknown protein"
mips_01_06
mips_06
mips_06_13
------------------
Rule 237
a.157.1 <= 4e-11
-> class mips_04_05_01 "mRNA synthesis"
Evaluation on training data (3968 items):
at_At1g20140 mips_01_01_04 "kinetochore protein Skp1, putative"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g25700 mips_01_01 "putative kinetechore (Skp1p-like) protein"
mips_01_01_04
mips_01_05_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21830 mips_01_01_04 "kinetochore-like protein, Skp1p"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21860 mips_01 "kinetochore-like protein, Skp1p"
mips_01_01
mips_01_01_04
mips_03
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_99
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_25
mips_25_05
mips_25_05_09
mips_30
mips_30_04
mips_40
mips_40_10
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
mips_99
at_At3g53060 mips_03 "kinetochore - like protein"
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_99
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_02
mips_40_10
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
mips_63
mips_63_03
mips_67
mips_67_01
mips_67_04
at_At3g60020 mips_01_01_04 "Skp1-like protein"
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At5g42190 mips_01_01_04 "UIP2 (gb|AAC63110.1)"
mips_01_05_04
mips_04_05_01_04_99
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'mips_04_05_01': 277/3968 (6.98%)
Evaluation on validation data (1980 items):
at_At1g10230 mips_01_01_04 "putative kinetochore protein"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03170 mips_01_01 "putative kinetechore (Skp1p-like) protein"
mips_01_01_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21840 mips_04_05_01_04_99 "kinetochore-like protein, Skp1p"
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At4g34210 mips_01_01_04 "kinetochore (SKP1p) - like protein"
mips_03
mips_03_03_01
mips_04_05_01_04_99
mips_14_04
mips_25_05
mips_25_05_09
mips_30
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_04_05_01': 148/1980 (7.47%)
Evaluation on propertest data (3048 items):
at_At1g75950 mips_01_01_04 "UIP1"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03160 mips_01_01_04 "putative kinetechore (Skp1p-like) protein"
mips_01_05_04
mips_04_05_01_04_99
mips_06_13_01
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03190 mips_04_05_01_04_99 "putative kinetechore (Skp1p-like) protein"
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_40_10_99
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g20160 mips_01_01_04 "putative kinetechore (Skp1p-like) protein"
mips_03_03_01
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g45950 mips_04_05_01_04_99 "SKP1-like protein"
mips_14_01
mips_14_01_03
mips_30_04
mips_40_10_99
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21850 mips_01_01_04 "kinetochore-like protein, Skp1p"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g25650 mips_01_01_04 "kinetechore protein, putative"
mips_04_05_01_04_99
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g60010 mips_01_01 "Skp1-like protein"
mips_01_01_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At4g34470 mips_01_01_04 "Skp1p - like protein"
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'mips_04_05_01': 221/3048 (7.25%)
New (unknown) data (1980 items):
------------------
Rule 173
d.88.1 <= 5.6e-12
-> class mips_04_05_01 "mRNA synthesis"
Evaluation on training data (3968 items):
at_At1g47760 - mips_25_05_15 "hypothetical protein"
mips_35_03_12
at_At1g54760 mips_04_05 ""
mips_04_05_01
mips_04_05_01_04
mips_25
mips_25_03
mips_25_05
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
at_At1g59810 mips_04_05_01_04_01 "hypothetical protein"
mips_04_05_01_04_05
mips_25_03
mips_25_05_15
mips_35_03_12
mips_63_03_01
at_At1g60920 mips_04_05_01_04_01 "hypothetical protein"
mips_25_05_15
mips_35_03_12
at_At1g65360 mips_04_05 ""
mips_04_05_01
mips_04_05_01_04
mips_25
mips_25_03
mips_25_05
mips_25_05_09
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_10_99
mips_63_03
at_At2g26320 mips_04_05_01_04_01 "MADS-box protein (AGL33)"
mips_25_05_09
mips_25_05_13
mips_25_05_15
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_12
mips_40_10
mips_63_03_01
at_At3g30260 mips_04_05_01_04_01 "MADS box-like protein"
mips_25_05_09
mips_25_05_15
mips_35_03_12
at_At3g57390 mips_04_05 "MADS transcription factor-like protein"
mips_04_05_01
mips_04_05_01_04
mips_25
mips_25_03
at_At4g11250 - mips_25_05_15 "putative protein"
mips_35
mips_35_03
mips_35_03_12
at_At5g26580 mips_04_05_01_04_01 "putative protein"
mips_25_05_13
mips_25_05_15
mips_33
mips_33_03
mips_33_03_13
mips_35_03_12
mips_35_03_17
mips_63_03_01
at_At5g26950 - mips_25_05_15 "putative protein"
mips_35_03_12
at_At5g27050 mips_04_05_01_04_01 "putative protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_63_03_01
at_At5g41200 mips_04 "unknown protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_25
mips_25_03
mips_40_10
at_At5g49490 mips_04 "putative protein"
mips_04_05_01
mips_04_05_01_04
mips_25
mips_25_03
mips_40
mips_40_10
mips_99
at_At5g55690 - mips_25_05_09 "unknown protein"
mips_25_05_15
mips_35_03_12
at_At5g65060 mips_04 "MADS box transcription factor-like, putative pseudogene"
mips_04_05_01_04
mips_25_03
mips_40_10
Training Accuracy: 12/16 (75.00%)
Training Frequency class 'mips_04_05_01': 277/3968 (6.98%)
Evaluation on validation data (1980 items):
at_At1g28450 mips_04 "hypothetical protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_25
mips_25_03
mips_40
mips_40_10
at_At1g60040 mips_04_05 "hypothetical protein"
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_25
mips_25_03
mips_25_05
mips_25_05_09
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_10_99
mips_63_01
mips_63_03
mips_63_03_01
at_At1g65330 mips_04_05_01_04_01 ""
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_63_03_01
at_At1g69120 - mips_25_03 "unknown protein"
mips_25_05_13
mips_25_05_15
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_12
mips_35_03_17
at_At1g77950 mips_04 "similar to TDR8 protein pir|S23732"
mips_04_05_01_04_01
mips_25_05_15
mips_35_03_12
mips_40_10
mips_63_01
at_At2g42830 mips_04_05_01 "MADS box transcription factor (AGL5)"
mips_04_05_01_04
mips_25_03
at_At5g10140 mips_04 "MADS box protein FLOWERING LOCUS F (FLF)"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_25
mips_25_03
mips_40
mips_40_10
at_At5g26870 - mips_25_05_15 "putative protein"
mips_35
mips_35_03
mips_35_03_12
at_At5g49420 - mips_25_05_09 "MADS-box protein-like"
mips_25_05_13
mips_25_05_15
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_12
mips_35_03_17
Validation Accuracy: 6/9 (66.67%)
Validation Frequency class 'mips_04_05_01': 148/1980 (7.47%)
Evaluation on propertest data (3048 items):
at_At1g01530 mips_04_05 "hypothetical protein"
mips_04_05_01
mips_04_05_01_04
mips_25
mips_25_03
mips_25_05
mips_25_05_13
mips_25_05_15
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_12
mips_35_03_17
mips_63_01
mips_63_03
at_At1g17310 mips_04_05_01_04_01 "transcription factor, putative"
mips_25_05_15
mips_33
mips_33_03
mips_33_03_17
mips_35_03_12
mips_43
mips_43_03
mips_43_03_17
mips_45
mips_45_03
mips_45_03_12
at_At1g29960 - mips_03 "hypothetical protein"
mips_03_01
mips_03_01_05
mips_06_04
mips_06_07_11
mips_06_13
mips_08_16
mips_08_16_05
mips_30
mips_30_16
at_At1g48150 mips_04_05_01_04_05 "MADS-box protein, putative"
mips_25_05_13
mips_25_05_15
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_12
mips_35_03_17
at_At1g69540 mips_04_05_01_04_01 "hypothetical protein"
mips_25_05_09
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_63_03_01
at_At2g03060 mips_04_05_01_04_01 "homeodomain transcription factor (AGL30)"
mips_25_05_13
mips_25_05_15
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_12
mips_35_03_17
mips_63_03_01
at_At2g26880 mips_04_05_01_04_01 "putative MADS-box protein"
mips_25_05_09
mips_25_05_15
mips_35_03_12
at_At2g34440 - mips_25_05_15 "MADS-box protein (AGL29)"
mips_35_03_12
at_At2g45650 mips_04_05_01_04_01 "MADS-box protein (AGL6)"
mips_25_05_15
mips_35_03_12
at_At3g66656 mips_04_05_01_04_01 "SRF-type transcription factor"
mips_25_05_09
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_10_99
mips_63_03_01
at_At4g36590 mips_04 "putative MADS-box protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_25
mips_25_03
mips_40
mips_40_10
at_At5g13790 - mips_25_03 "floral homeotic protein AGL15 (sp|Q38847)"
mips_25_05_09
mips_25_05_15
mips_35_03_12
mips_40_10_99
at_At5g15800 mips_04 "transcription factor (AGL2)"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_25
mips_25_03
mips_40_10
at_At5g27090 - mips_01_01_04 "putative protein"
mips_01_02_04
at_At5g38620 mips_04_05_01_04_01 "MADS-box protein-like"
mips_04_05_01_04_05
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_63_03_01
Propertest Accuracy: 11/15 (73.33%)
Propertest Frequency class 'mips_04_05_01': 221/3048 (7.25%)
New (unknown) data (1980 items):
at_At1g31630 - no entry null
at_At1g65300 - mips_25_03 ""
at_At1g77080 - no entry null
at_At2g22630 - mips_25_03 "MADS-box protein AGL17 (AGL17)"
at_At2g45660 - mips_25_03 "MADS-box protein (AGL20)"
at_At5g04640 - mips_25_03 "MADS-box protein - like"
at_At5g06500 - mips_25_03 "putative protein"
at_At5g26630 - no entry null
at_At5g27070 - no entry null
at_At5g27130 - no entry null
at_At5g27960 - no entry null
at_At5g39750 - no entry null
at_At5g40220 - no entry null
at_At5g51870 - mips_25_03 "MADS box transcription factor-like"
at_At5g58890 - mips_04 "putative protein"
mips_40_10
at_At5g60440 - mips_25_03 "putative MADS box protein"
at_At5g65080 - no entry null
at_At5g65330 - no entry null
at_At1g18750 - no entry null
at_At1g22130 - no entry null
at_At1g24260 - no entry null
at_At1g26310 - no entry null
at_At1g28460 - no entry null
at_At1g31140 - no entry null
at_At1g71692 - no entry null
at_At1g72350 - no entry null
at_At2g03710 - no entry null
at_At2g22540 - no entry null
at_At2g24840 - mips_25_03 "putative MADS-box protein"
at_At2g28700 - no entry null
at_At2g40210 - no entry null
at_At3g18650 - mips_25_03 "hypothetical protein"
at_At3g54340 - no entry null
at_At3g58780 - mips_25_03 "shatterproof 1 (SHP1)/ agamous -like 1 (AGL1)"
at_At3g61120 - no entry null
at_At4g09960 - no entry null
at_At4g11880 - no entry null
at_At4g18960 - no entry null
at_At4g22950 - no entry null
at_At4g24540 - no entry null
at_At4g37940 - mips_25_03 "MADS-box protein AGL17 -like protein"
at_At5g20240 - mips_25_03 "PISTILLATA"
at_At5g23260 - no entry null
at_At5g27580 - no entry null
at_At5g27810 - no entry null
at_At5g38740 - no entry null
at_At5g39810 - no entry null
at_At5g48670 - no entry null
at_At5g51860 - mips_25_03 "MADS box transcription factor-like protein"
at_At5g60910 - mips_25_03 "floral homeotic protein AGL8"
at_At1g31640 - no entry null
at_At3g57230 - mips_25_03 "MADS-box transcription factor (AGL16)"
at_At5g26650 - no entry null
at_At5g40120 - no entry null
at_At5g65050 - no entry null
at_At5g65070 - mips_25_03 "MADS box protein FCL2 (FCL2)"
------------------
Rule 868
a.4.1 <= 3e-06
c.23.1 > 0.018
d.129.3 > 0.016
d.58.7 > 0.015
-> class mips_04_05_01 "mRNA synthesis"
Evaluation on training data (3968 items):
at_At1g01520 mips_04_05_01_04_03 "hypothetical protein"
mips_06_07_04
at_At1g09770 - mips_03_03 "putative DNA-binding protein, Myb"
mips_03_03_01
mips_03_03_01_01
mips_03_03_01_01_09
mips_04_05_05
mips_25_05_10
mips_40_10_99
mips_63_03_01
at_At1g14600 - mips_10_05_01 "hypothetical protein"
mips_10_05_01_10
at_At1g16490 - mips_40_10_99 "transcription factor (MYB58) like protein"
at_At1g17950 mips_04_05_01_01 "unknown protein"
at_At1g18570 mips_04_05_01_01 "putative protein"
at_At1g20700 - mips_13_03 "hypothetical protein"
mips_13_03_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At1g20710 - mips_13_03 "hypothetical protein"
mips_13_03_01
mips_40_10_03
mips_63_03_01
at_At1g26960 - mips_14_10 "putative DNA-binding protein"
mips_14_10_02
mips_25_05_10
mips_25_05_13
mips_25_05_15
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At1g28420 - mips_30_04_99 "hypothetical protein"
mips_40_04_99
at_At1g32240 - mips_10 "unknown protein"
mips_10_01
mips_10_01_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11
mips_11_01
mips_30
mips_30_04
at_At1g49560 - mips_10_05_01 "unknown protein"
mips_10_05_01_10
mips_30_04
at_At1g58220 - mips_20_25_01 "MYB-family transcription factor-like protein"
mips_20_25_01_03
mips_20_25_01_07
mips_47_03_02
at_At1g69780 mips_04 "homeobox gene 13 protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_13
mips_13_11
mips_14
mips_14_04
mips_14_10
mips_14_10_02
mips_25
mips_25_05
mips_25_05_10
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_40_02
mips_40_10
mips_63
mips_63_03
mips_67
mips_67_01
mips_67_04
at_At1g70920 mips_04_05_01_04_01 "hypothetical protein"
mips_14_04
mips_25_05
mips_25_05_10
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
at_At1g73410 mips_04_05 "putative protein"
mips_04_05_01
mips_04_05_01_04
mips_63_03
at_At1g75410 - mips_25_05_10 "homeodomain protein BELL1, putative"
mips_25_05_13
mips_25_05_15
mips_33_03_13
mips_35_03_17
at_At1g79430 - mips_10_05_01 "unknown protein"
mips_10_05_01_10
mips_11_01
mips_30_04
at_At2g01060 mips_04 "transfactor-like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_10
mips_10_01
mips_10_01_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11
mips_11_01
mips_99
at_At2g01500 - mips_14_01_01 "putative homeodomain transcription factor"
mips_14_04_07
mips_33_03_09
mips_33_03_09_01
mips_33_03_09_03
mips_35_03_05
mips_35_03_05_09
mips_62_01_01
mips_62_02_99
at_At2g03500 - mips_10_05_01 "unknown protein"
mips_10_05_01_10
mips_25_05_10
mips_25_05_13
mips_25_05_17
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
at_At2g17950 - mips_14_01_03 "homeodomain transcription factor wuschel (wus)"
mips_14_01_03_01
mips_14_01_03_99
mips_14_04
mips_25_05
mips_25_05_10
mips_25_05_17
mips_25_05_19
mips_25_05_19_09
mips_37
mips_37_03
mips_37_03_17
at_At2g20570 - mips_10_05_01 "GPRI1 protein (gpri1)"
mips_10_05_01_10
at_At2g22800 mips_04 "homeobox protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_14
mips_14_04
mips_25
mips_25_05
mips_25_05_10
mips_25_05_13
mips_25_05_17
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
mips_40
mips_40_10
mips_63
mips_63_01
mips_63_03
at_At2g26950 - mips_03_03 "putative MYB family transcription factor"
mips_03_03_01
mips_14_10_02
mips_40_10_03
at_At2g26960 - mips_40_10_99 "putative transcription factor (MYB81)"
at_At2g27220 - mips_01_06_01 "putative homeodomain transcription factor"
mips_01_06_01_07
mips_01_06_01_07_11
mips_25_05_19
mips_25_05_23
at_At2g28610 - mips_14_01 "putative homeodomain transcription factor"
mips_14_01_03
mips_14_04_07
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_25_05_10
mips_25_05_99
mips_33
mips_33_03
mips_33_03_23
mips_35
mips_35_03
mips_35_03_99
mips_37
mips_37_03
mips_37_03_02
mips_43
mips_43_03
mips_43_03_23
mips_45
mips_45_03
mips_45_03_99
mips_47
mips_47_03
mips_47_03_02
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
at_At2g33880 - mips_14_10 "putative homeodomain transcription factor"
mips_14_10_02
mips_25_05_10
mips_25_05_13
mips_40_10_03
mips_63_03_01
at_At2g35940 mips_04_05_01_04_01 "putative homeodomain transcription factor"
mips_04_05_99
mips_04_99
mips_40_99
at_At2g36610 - mips_13_11_01 "putative homeodomain transcription factor"
mips_25_05_10
mips_25_05_11
mips_25_05_17
mips_37
mips_37_03
mips_37_03_02
mips_37_03_17
mips_63_03_01
at_At2g39880 mips_01_01_04 "putative MYB family transcription factor"
mips_01_03_13
mips_04_05_01_01
at_At2g46680 - mips_25_05_13 "homeodomain transcription factor (ATHB-7)"
mips_25_05_15
at_At2g46830 mips_01 "CCA1"
mips_01_05
mips_01_05_04
mips_04
mips_04_01
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_03
mips_40
mips_40_10
mips_40_10_03
mips_63
mips_63_01
mips_63_03
mips_99
at_At2g47620 mips_01_05 "SWI/SNF family like transcription activator"
mips_01_05_04
mips_03
mips_03_01
mips_03_01_09
mips_03_01_09_05
mips_03_01_99
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_03
mips_30
mips_30_10
mips_30_10_03
mips_40_10_03
mips_40_10_99
mips_63_01
mips_63_03
at_At3g09230 mips_04_05_01_01 "unknown protein"
at_At3g11260 - mips_25_05_10 "hypothetical protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g11280 - mips_03 "unknown protein"
mips_03_03_01
at_At3g11440 - mips_01_01_04 "transcription factor like protein (MYB65)"
mips_01_03_13
at_At3g13040 - mips_10 "unknown protein"
mips_10_01
mips_10_01_01
mips_10_05_01
mips_10_05_01_10
mips_30
at_At3g25790 - mips_10_05_01 "unknown protein"
mips_10_05_01_10
at_At3g25990 - mips_63_17_09 "putative DNA-binding protein, GT-1"
at_At3g29020 mips_03 "putative transcription factor (MYB110)"
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_14
mips_14_04
mips_14_10
mips_14_10_02
mips_25
mips_40_10
mips_40_10_03
mips_40_10_99
mips_63
mips_63_03
at_At3g50060 mips_03_03_01 "R2R3-MYB transcription factor"
mips_04_05_01_01
at_At3g53200 mips_04_05_01 "putative transcription factor (MYB27)"
mips_04_05_01_01
mips_04_05_01_04
at_At3g53790 - mips_30_10 "putative protein"
mips_30_10_03
mips_40_10_03
at_At3g60390 - mips_14_10 "homeobox-leucine zipper protein HAT3"
mips_14_10_02
mips_25_05_10
mips_25_05_13
mips_40_10_03
at_At3g61890 mips_04_05_01_04_01 "homeobox-leucine zipper protein ATHB-12"
mips_37
mips_37_03
mips_37_03_05
mips_37_03_05_01
at_At4g01280 mips_04_05_01_04_03 "putative myb-related DNA-binding protein"
mips_06_07_04
at_At4g13640 - mips_10_05_01 "putative protein"
mips_10_05_01_10
mips_30_04
at_At4g18770 mips_03 "myb - like protein"
mips_03_03
mips_03_03_01
mips_04_05_01_04
mips_14_04
mips_40_10_99
at_At4g22680 mips_04_05 "myb-like protein"
mips_04_05_01
mips_04_05_01_04
at_At4g29940 - mips_25_05_10 "pathogenesis related homeodomain protein (PRHA)"
at_At4g32980 - mips_25_05_07 "homeobox gene ATH1"
mips_25_05_19
mips_25_05_19_05
mips_37
mips_37_03
mips_37_03_15
mips_37_03_15_04
mips_37_03_99
at_At4g35550 - mips_13_03 "homeodomain - like protein"
mips_13_03_01
mips_25_05_10
mips_25_05_13
mips_25_05_17
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
at_At4g36740 mips_04_05 "homeodomain protein"
mips_04_05_01
mips_04_05_01_04
mips_14
mips_14_04
mips_20
mips_20_07
mips_20_07_07
mips_25
mips_25_05
mips_25_05_10
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
mips_40_10_03
mips_63_03
at_At4g37260 mips_04_05_01_01 "myb-related protein"
at_At4g37790 - mips_14_10 "homeobox protein (HAT22)"
mips_14_10_02
mips_25_05_13
mips_25_05_15
mips_63_03_01
at_At4g40060 mips_04_05_01_04_01 "homeodomain - like protein"
mips_14_01_03_03
mips_25_05_10
mips_25_05_19
mips_25_05_19_07
at_At5g02840 mips_04_05_01_04_03 "unknown protein"
mips_06
mips_06_07_04
mips_10
mips_10_05_01
mips_10_05_01_10
mips_40_10
at_At5g06100 mips_01 "putative transcription factor MYB33"
mips_01_01
mips_01_01_04
mips_01_03
mips_01_03_13
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_40_10
mips_98
at_At5g06800 - mips_10_05_01 "putative protein"
mips_10_05_01_10
at_At5g10280 mips_04 "putative transcription factor MYB92"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_40
mips_40_10
at_At5g15150 mips_04_05_01_01 "homeobox protein"
mips_04_05_01_04_99
mips_04_05_99
mips_04_99
mips_13_07
mips_14_01_03
mips_14_04_07
mips_25_05_10
mips_25_05_17
mips_33_03_13
mips_33_03_99
mips_35_03_17
mips_47_03_01
at_At5g16560 - mips_10_05_01 "KANADI protein (KAN)"
mips_10_05_01_10
mips_30_04
at_At5g18240 - mips_10_05 "transcription factor like protein"
mips_10_05_01
mips_10_05_01_10
mips_11_01
mips_30_04
at_At5g25220 mips_03 "KNAT3 homeodomain protein"
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_25
mips_25_03
mips_40_10
mips_63
mips_63_01
mips_63_03
at_At5g26660 mips_04_05 "ATMYB4 (Atmyb4)"
mips_04_05_01
mips_04_05_01_04
at_At5g29000 - mips_10_05 "unknown protein"
mips_10_05_01
mips_10_05_01_10
mips_11_01
at_At5g37260 mips_04_05_01_04_03 "putative protein"
mips_06_07_04
at_At5g41410 - mips_25_05_13 "homeotic protein BEL1 homolog"
at_At5g44180 mips_04_05_01_04_01 "unknown protein"
mips_47_03_15
mips_47_03_15_07
at_At5g44190 - mips_10_01 "unknown protein"
mips_10_01_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11
mips_11_01
mips_30
mips_30_04
at_At5g46010 - mips_14_10 "unknown protein"
mips_14_10_02
mips_25_05_10
mips_25_05_13
mips_25_05_15
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
mips_63_03_01
at_At5g47370 - mips_14_01_03 "homeobox-leucine zipper protein-like"
mips_20_25_01
mips_20_25_01_01
mips_25_05_09
mips_25_05_10
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g54230 mips_04 "Myb-related transcription factor-like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_40_10
at_At5g58850 - mips_40_10_99 "putative transcription factor MYB119 (MYB119)"
at_At5g59340 - mips_14_10 "wuschel protein - like"
mips_14_10_02
mips_25_05_10
mips_25_05_13
mips_25_05_15
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
mips_63_03_01
at_At5g67300 mips_04_05_01_01 "myb-related protein, 33.3K (pir||S71284)"
Training Accuracy: 33/79 (41.77%)
Training Frequency class 'mips_04_05_01': 277/3968 (6.98%)
Evaluation on validation data (1980 items):
at_At1g13300 - mips_10_05_01 "unknown protein"
mips_10_05_01_10
at_At1g49950 - mips_03_01_03 "telomere repeat binding factor 1 (TRB1)/DNA-binding protein PcMYB1, putative"
mips_03_01_11
mips_03_03_01_01
mips_03_03_01_03
mips_03_03_04
mips_03_03_04_99
mips_06_10
mips_30_10
mips_30_10_03
mips_40_10_03
mips_48
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At1g68670 - mips_10_01 "unknown protein"
mips_10_01_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11
mips_11_01
mips_30
mips_30_04
at_At1g69560 - mips_40_10_99 "myb-related transcription factor, putative"
at_At1g69580 - mips_10_05_01 "transfactor, putative"
mips_10_05_01_10
at_At2g06660 - mips_02 "putative CENP-B/ARS binding protein-like protein"
mips_01_05
mips_01_05_01
mips_02_16
mips_03
mips_25
mips_25_05
mips_25_05_13
mips_30
mips_30_10
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_03
mips_40_10_03
mips_63_03
at_At2g13960 mips_03 "putative MYB family transcription factor"
mips_03_03
mips_03_03_01
mips_04
mips_04_05_01
mips_04_05_01_04
mips_14
mips_14_04
mips_40
mips_40_10
mips_40_10_99
mips_63_03
at_At2g18550 - mips_25_05_10 "putative homeodomain transcription factor"
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
at_At2g20400 - mips_10_05_01 "unknown protein"
mips_10_05_01_10
at_At2g23290 mips_04_05_01_01 "putative MYB family transcription factor"
at_At2g42150 mips_04_05_01_04_01 "hypothetical protein"
mips_10_01_09
mips_10_01_09_07
mips_33_03_13
mips_35_03_17
at_At2g46410 mips_03 "putative MYB family transcription factor"
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_04_05_01_04_03
mips_14
mips_14_04
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_25
mips_40
mips_40_10
mips_40_10_03
mips_40_10_99
mips_63
mips_63_03
at_At2g47210 mips_04_05_01_04_03 "unknown protein"
at_At3g07740 - mips_03_03 "unknown protein"
mips_03_03_01
mips_04_05_99
mips_40_10_03
mips_40_10_99
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_48
mips_63_03_01
at_At3g10590 - mips_14_10 "hypothetical protein"
mips_14_10_02
mips_40_10_03
at_At3g16350 mips_04_05_01_04_03 "putative MYB family transcription factor"
at_At3g18100 - mips_03_03_01_01 "putative transcription factor (MYB4R1)"
mips_03_03_01_01_09
at_At3g49850 mips_04 "MYB -like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
at_At3g57980 - mips_20_25 "unknown protein"
mips_20_25_16
at_At4g04580 - mips_10_05_01 "putative protein"
mips_10_05_01_10
at_At4g28610 - mips_10_05_01 "unknown protein"
mips_10_05_01_10
at_At4g34430 mips_03_01 "putative protein"
mips_03_01_09
mips_03_01_09_05
mips_03_01_99
mips_04_05_01_04_01
mips_30_10_03
mips_40_10_99
at_At4g34610 - mips_20_25_16 "Homeodomain - like protein"
mips_25_05_10
mips_37
mips_37_03
mips_37_03_21
mips_37_03_21_03
mips_37_03_21_03_05
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_05
at_At5g05090 - mips_10_05_01 "unknown protein"
mips_10_05_01_10
mips_30_04
at_At5g11050 - mips_40_10_99 "putative transcription factor MYB64 (MYB64)"
at_At5g39700 mips_04_05_01 "myb like transcription factor (MYB89)"
mips_04_05_01_04
mips_40_10_99
mips_63_03
at_At5g45580 - mips_10_05_01 "putative protein"
mips_10_05_01_10
at_At5g52660 mips_04_05 "putative protein"
mips_04_05_01
mips_04_05_01_04
mips_10_01
mips_10_01_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
at_At5g53980 mips_04_05_01_04_01 "unknown protein"
mips_25_05_10
mips_25_05_17
mips_37
mips_37_03
mips_37_03_11
mips_37_03_11_09
mips_37_03_17
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_09
at_At5g56840 - mips_10_05_01 "putative protein"
mips_10_05_01_10
Validation Accuracy: 11/30 (36.67%)
Validation Frequency class 'mips_04_05_01': 148/1980 (7.47%)
Evaluation on propertest data (3048 items):
at_At1g01060 mips_04_05_01_01 "DNA-binding protein, putative"
mips_63_07
at_At1g01380 mips_04_05_01_01 "Myb homolog (CPC), putative"
mips_04_05_01_04_01
mips_04_05_01_04_03
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_40_10_03
at_At1g15720 - mips_03_01_11 "hypothetical protein"
mips_03_03_01_01
mips_03_03_01_03
mips_03_03_04
mips_03_03_04_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_48
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
at_At1g19700 - mips_01_06_01_07 "unknown protein"
mips_01_06_01_07_11
mips_25_05_19
mips_25_05_23
at_At1g25550 - mips_10_05_01 "unknown protein"
mips_10_05_01_10
at_At1g48000 mips_04_05_01_04_01 "putative transcription factor MYB112"
mips_04_05_01_04_03
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_40_10_03
at_At1g49010 - mips_14_04_03 "hypothetical protein"
mips_14_04_03_05
at_At1g62360 - mips_14_01 "homeobox transcription factor shootmeristemless (stm)"
mips_14_01_03
mips_14_20
mips_25_03
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
at_At1g63910 - mips_01_01_04 "putative MYB family transcription factor"
mips_01_03_13
at_At1g74430 - mips_40_10_99 "putative transcription factor (MYB95)"
at_At1g74840 mips_03_01_09 "MYB family transcription factor like protein"
mips_03_01_09_01
mips_03_01_09_05
mips_03_01_99
mips_04_05_01_04_05
mips_06_07_04
mips_63_03_01
at_At2g01430 - mips_14_10 "putative homeodomain transcription factor"
mips_14_10_02
mips_25_05_10
mips_25_05_13
mips_25_05_17
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
at_At2g02060 - mips_10_05_01 "unknown protein"
mips_10_05_01_10
mips_30_04
at_At2g06020 - mips_10_05_01 "hypothetical protein"
mips_10_05_01_10
at_At2g16400 - mips_01_06_01_07 "putative homeodomain transcription factor"
mips_01_06_01_07_11
mips_04
mips_25_05_13
mips_25_05_23
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_10
at_At2g22430 - mips_13_11 "homeodomain transcription factor (ATHB-6)"
mips_14_10
mips_14_10_02
mips_25_05_10
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At2g27990 - mips_13_11 "putative homeodomain transcription factor"
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_03
mips_25_05_10
at_At2g33610 mips_03_01 "putative SWI/SNF complex subunit SW13"
mips_03_01_09
mips_03_01_09_05
mips_03_01_99
mips_04_05_01_04_01
mips_30_10
mips_30_10_03
mips_40_10_03
mips_40_10_99
mips_63_03_01
at_At2g38300 - mips_10_05 "unknown protein"
mips_10_05_01
mips_10_05_01_10
mips_11_01
mips_30_04
at_At2g40260 - mips_10_05_01 "hypothetical protein"
mips_10_05_01_10
mips_30_04
at_At2g40970 - mips_10_05_01 "unknown protein"
mips_10_05_01_10
at_At2g42660 - mips_10_05 "putative protein"
mips_10_05_01
mips_10_05_01_10
mips_11_01
mips_30_04
at_At2g44430 - mips_14_04_03 "unknown protein"
mips_14_04_03_05
mips_40_10_99
at_At2g44910 - mips_14_01_01 "homeodomain transcription factor (ATHB-4)"
mips_14_04
mips_14_04_07
at_At3g08500 mips_04_05_01_01 "putative protein"
mips_04_05_01_04_01
mips_04_05_01_04_03
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_40_10_03
at_At3g09370 mips_04_05_01_04_01 "MYB family like transcription factor"
at_At3g09600 mips_04_05_01_04_03 "putative MYB-related protein"
mips_06_07
mips_06_07_04
at_At3g10760 - mips_10_05_01 "unknown protein"
mips_10_05_01_10
at_At3g12730 - mips_10_05_01 "regulatory protein of P-starvation acclimation response Psr1, putative"
mips_10_05_01_10
at_At3g18010 mips_04 "hypothetical protein"
mips_04_05_01
mips_04_05_01_04
mips_13
mips_13_11
mips_14
mips_14_04
mips_25_05
mips_25_05_10
mips_25_05_13
mips_25_05_15
mips_33_03_13
mips_35_03_17
mips_40
mips_40_10
mips_63_03
at_At3g24120 - mips_10_05_01 "transfactor like protein"
mips_10_05_01_10
at_At3g46640 - mips_10_05_01 "putative protein"
mips_10_05_01_10
at_At3g55730 mips_04_05_01_01 "MYB transcription factor - like protein"
at_At4g00540 - mips_01_01_04 "putative c-myb-like transcription factor (MYB3R2)"
mips_01_03_13
at_At4g01680 mips_04_05 "putative transcription factor"
mips_04_05_01
mips_04_05_01_04
at_At4g03250 mips_04_05_01_04_01 "putative DNA-binding protein"
mips_14_04_07
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_14_10_02_99
mips_20_25_01
mips_20_25_01_03
mips_20_25_03
mips_20_25_03_99
mips_25_05_13
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_47_03_01
mips_47_03_01_01
mips_62_01
mips_62_01_07
mips_62_02_99
at_At4g16420 - mips_04_05_99 "transcriptional adaptor like protein"
mips_40_10_03
mips_40_10_99
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_48
mips_63_03_01
at_At4g16780 - mips_14_10 "DNA-binding homeotic protein Athb-2"
mips_14_10_02
mips_25_05_10
mips_25_05_13
mips_25_05_17
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
at_At4g17460 - mips_25_05_10 "homeobox-leucine zipper protein HAT1 (hd-zip protein 1)"
mips_25_05_13
at_At4g32730 - mips_03_03_01_02 "putative myb-protein"
mips_62_02_01_01
at_At4g36870 - mips_14_10 "BEL1-like homeobox 2 protein (BLH2)"
mips_14_10_02
mips_25_05_10
mips_25_05_13
mips_25_05_15
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_63_03_01
at_At4g37180 - mips_10 "putative cytoskeletal protein"
mips_10_01_01
mips_10_05_01
mips_10_05_01_10
at_At4g38620 mips_04_05 "putative transcription factor (MYB4)"
mips_04_05_01
mips_04_05_01_04
at_At5g02030 mips_04_05_01_04_01 "putative homeodomain protein"
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_37_03_01_01_01_01
mips_37_03_01_01_01_02
at_At5g05770 mips_04_05_01_04_01 "unknown protein"
mips_25_05_10
mips_25_05_17
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
at_At5g05790 mips_04_05_01_04_01 "putative protein"
mips_04_05_01_04_03
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_40_10_03
at_At5g06710 mips_04_05_01_04_01 "homeobox protein"
mips_14_10
mips_14_10_02
mips_37
mips_37_03
mips_37_03_05
mips_37_03_05_01
at_At5g08520 - mips_10_05_01 "putative protein"
mips_10_05_01_10
at_At5g42630 - mips_10_01_01 "unknown protein"
mips_10_05_01
mips_10_05_01_10
at_At5g45980 - mips_25_05_09 "putative protein"
mips_25_05_10
mips_25_05_13
mips_25_05_17
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
mips_67_01
at_At5g53200 mips_04_05_01_01 "putative protein"
mips_25_03
mips_40_10_99
at_At5g59570 - mips_10_05_01 "ARR1 protein - like"
mips_10_05_01_10
at_At5g61620 mips_04 "transcriptional activator - like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_98
mips_99
at_At5g65310 mips_04_05 "homeobox-leucine zipper protein ATHB-5 (HD-zip protein ATHB-5) (sp|P46667)"
mips_04_05_01
mips_04_05_01_04
mips_13
mips_13_11
mips_14
mips_14_04
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_25
mips_25_05
mips_25_05_10
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
mips_63_03
Propertest Accuracy: 20/54 (37.04%)
Propertest Frequency class 'mips_04_05_01': 221/3048 (7.25%)
New (unknown) data (1980 items):
at_At1g08810 - no entry null
at_At1g10820 - no entry null
at_At1g13450 - no entry null
at_At1g18330 - no entry null
at_At1g18710 - no entry null
at_At1g19000 - no entry null
at_At1g60670 - no entry null
at_At1g66230 - no entry null
at_At1g66370 - no entry null
at_At1g72740 - no entry null
at_At1g79180 - no entry null
at_At2g21650 - no entry null
at_At2g31180 - no entry null
at_At2g47460 - no entry null
at_At3g11100 - no entry null
at_At3g13540 - no entry null
at_At3g15320 - no entry null
at_At3g24310 - no entry null
at_At3g27810 - no entry null
at_At3g30210 - no entry null
at_At3g47600 - no entry null
at_At4g01060 - mips_04 "putative myb-like protein"
mips_40_10
at_At4g02560 - no entry null
at_At4g05100 - no entry null
at_At4g25560 - no entry null
at_At4g39250 - mips_06_01 "putative protein"
at_At5g02320 - no entry null
at_At5g15310 - no entry null
at_At5g17810 - no entry null
at_At5g40360 - no entry null
at_At5g47390 - no entry null
at_At5g49330 - no entry null
at_At5g57620 - no entry null
at_At5g60890 - no entry null
at_At5g62320 - no entry null
at_At5g65790 - no entry null
at_At5g66700 - no entry null
at_At1g06180 - no entry null
at_At1g09540 - mips_04 "putative transcription factor (MYB61)"
mips_40_10
at_At1g14350 - no entry null
at_At1g19510 - no entry null
at_At1g26780 - no entry null
at_At1g34670 - no entry null
at_At1g61510 - no entry null
at_At1g66380 - no entry null
at_At1g66390 - no entry null
at_At1g68320 - no entry null
at_At1g70000 - no entry null
at_At1g74650 - no entry null
at_At1g75250 - no entry null
at_At2g02820 - no entry null
at_At2g16720 - no entry null
at_At2g23760 - no entry null
at_At2g25230 - no entry null
at_At2g30420 - no entry null
at_At2g33550 - no entry null
at_At2g35640 - no entry null
at_At2g36890 - no entry null
at_At2g36960 - no entry null
at_At2g38090 - no entry null
at_At3g12720 - no entry null
at_At3g12820 - no entry null
at_At3g19070 - no entry null
at_At3g21440 - no entry null
at_At3g23250 - no entry null
at_At3g27920 - no entry null
at_At3g28470 - no entry null
at_At3g28910 - no entry null
at_At3g46130 - no entry null
at_At3g49690 - no entry null
at_At3g60460 - no entry null
at_At3g62610 - no entry null
at_At4g08150 - no entry null
at_At4g09460 - no entry null
at_At4g13480 - no entry null
at_At4g22450 - no entry null
at_At4g26930 - no entry null
at_At4g28110 - no entry null
at_At4g34990 - no entry null
at_At5g04760 - no entry null
at_At5g07690 - no entry null
at_At5g11060 - no entry null
at_At5g11510 - no entry null
at_At5g12870 - no entry null
at_At5g14340 - no entry null
at_At5g14750 - mips_25_03 "myb transcription factor werewolf (WER)/ MYB66"
at_At5g16600 - no entry null
at_At5g16770 - no entry null
at_At5g17800 - no entry null
at_At5g23000 - no entry null
at_At5g28890 - no entry null
at_At5g40330 - no entry null
at_At5g40350 - no entry null
at_At5g40430 - no entry null
at_At5g49620 - no entry null
at_At5g52260 - no entry null
at_At5g52600 - no entry null
at_At5g55020 - no entry null
at_At5g61420 - no entry null
at_At5g62110 - no entry null
at_At5g62470 - no entry null
at_At5g65230 - no entry null
at_At5g67580 - no entry null
at_At1g17520 - no entry null
at_At1g22640 - no entry null
at_At1g23380 - mips_25_03 "knotted-like homeobox protein, putative"
at_At1g25340 - no entry null
at_At1g31310 - no entry null
at_At1g56160 - no entry null
at_At1g56650 - no entry null
at_At1g57560 - no entry null
at_At1g62990 - mips_25_03 "homeodomain transcription factor KNAT6 (KNAT6)"
at_At1g71030 - no entry null
at_At1g74080 - no entry null
at_At1g75430 - no entry null
at_At2g32460 - no entry null
at_At2g37630 - no entry null
at_At2g47190 - no entry null
at_At3g13890 - no entry null
at_At3g18380 - no entry null
at_At3g48920 - no entry null
at_At3g61250 - no entry null
at_At4g21440 - no entry null
at_At4g32040 - no entry null
at_At4g33450 - no entry null
at_At4g36570 - no entry null
at_At4g37780 - no entry null
at_At5g01200 - no entry null
at_At5g03790 - no entry null
at_At5g07700 - no entry null
at_At5g23650 - no entry null
at_At5g27610 - no entry null
at_At5g35550 - no entry null
at_At5g56110 - no entry null
at_At5g58900 - mips_06_01 "I-box binding factor - like protein"
------------------