Rule 3575
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 0
ss(_1,_3,c,_2),coil_dist(_1,1.54-41.76),c_len(_3,11.0-15.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),beta_dist(_1,0.0-5.15) = 0
-> class mips_01_01_04 "regulation of amino acid metabolism"
Evaluation on training data (4955 items):
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_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
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_01_01_04': 19/4955 (0.38%)
Evaluation on validation data (2463 items):
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_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: 2/2 (100.00%)
Validation Frequency class 'mips_01_01_04': 13/2463 (0.53%)
Evaluation on propertest data (3789 items):
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_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_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: 4/4 (100.00%)
Propertest Frequency class 'mips_01_01_04': 21/3789 (0.55%)
New (unknown) data (2463 items):
at_At1g05780 - no entry null
at_At1g29270 - no entry null
------------------
Rule 4610
ss(_1,_3,b,_2),c_len(_2,9.0-11.0) = 0
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),a_len(_2,6.0-9.0) = 1
ss(_1,_3,b,_2),alpha_dist(_1,45.54-101.0),b_len(_3,3.0-6.0),a_len(_2,15.0-30.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),coil_dist(_1,1.54-41.76),c_len(_4,1.0-3.0) = 1
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,1.54-41.76),c_len(_2,9.0-11.0) = 0
-> class mips_01_01_07 "amino acid transport"
Evaluation on training data (4955 items):
at_At1g24400 mips_01_01_07 "amino acid transporter-like protein 2 (AATL2)"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g58360 mips_01_01_07 "putative protein"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
at_At1g61270 mips_01_01_07 "amino acid permease"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g71680 mips_01_01_07 "amino acid permease, putative"
mips_40_09
mips_67_10
mips_67_12
mips_67_50_03
at_At1g77380 mips_01_01 "amino acid permease AAP3"
mips_01_01_07
mips_40_09
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g80510 mips_01_01 "unknown protein"
mips_01_01_07
mips_08_99
mips_13_03
mips_13_03_01
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
mips_67_99
at_At1g08230 mips_01_01_07 "hypothetical protein"
mips_08_99
mips_40_09
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
at_At2g38120 mips_01_01 "unknown protein"
mips_01_01_07
mips_20
mips_20_20
mips_20_20_18
mips_40_09
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_99
at_At3g28960 mips_01_01_07 "hypothetical protein"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At3g56200 mips_01_01_07 "putative protein"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
mips_67_99
at_At5g01240 mips_01_01_07 "LAX1 / AUX1 -like permease"
mips_20_20
mips_20_20_18
mips_67_10
mips_67_12
mips_67_50_03
mips_67_99
Training Accuracy: 11/11 (100.00%)
Training Frequency class 'mips_01_01_07': 36/4955 (0.73%)
Evaluation on validation data (2463 items):
at_At1g67640 mips_01_01_07 "putative amino acid permease"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g76430 - mips_01_05_04 "putative phosphate transporter"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_67_07
at_At1g79820 - mips_01_05_04 "putative hexose transporter"
mips_01_05_07
mips_08_19
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_67_07
at_At3g11900 mips_01_01 "putative amino acid transporter protein"
mips_01_01_07
mips_40_09
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g44100 mips_01_01_07 "amino acid permease AAP5"
mips_08_99
mips_67
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
Validation Accuracy: 3/5 (60.00%)
Validation Frequency class 'mips_01_01_07': 13/2463 (0.53%)
Evaluation on propertest data (3789 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_At2g36590 mips_01_01_07 "putative proline transporter"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
at_At3g54690 - mips_01_01 "sugar-phosphate isomerase - like protein"
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_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_At1g16560 - mips_13_01_01_01 "Unknown protein"
mips_40_25
at_At4g14240 - mips_11_05_05 "hypothetical protein"
mips_11_05_05_01
mips_40_30
at_At5g09220 mips_01_01_07 "amino acid transport protein AAP2"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
at_At5g49630 mips_01_01_07 "amino acid permease 6 (emb|CAA65051.1)"
mips_40_09
mips_67_10
mips_67_12
mips_67_50_03
at_At1g25530 mips_01_01_07 "hypothetical protein"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
Propertest Accuracy: 4/8 (50.00%)
Propertest Frequency class 'mips_01_01_07': 21/3789 (0.55%)
New (unknown) data (2463 items):
at_At5g55380 - no entry null
at_At1g29390 - no entry null
at_At1g31300 - no entry null
at_At1g48640 - mips_08_10 "At1g48640/F11I4_17"
mips_30_19
mips_40_19
at_At1g62080 - no entry null
at_At3g27900 - no entry null
at_At4g08700 - no entry null
at_At4g14050 - no entry null
at_At4g24460 - no entry null
at_At5g19520 - no entry null
at_At5g37410 - no entry null
at_At2g21080 - no entry null
at_At2g40900 - no entry null
at_At5g12080 - no entry null
at_At1g45010 - no entry null
at_At1g50710 - no entry null
at_At2g19580 - mips_14_20 "putative senescence-associated protein 5"
------------------
Rule 2547
ss(_1,_3,c,_2),beta_dist(_1,19.41-29.93),c_len(_3,15.0-30.0),b_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),coil_dist(_1,60.98-101.0),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,15.0-30.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,a,_2),c_len(_2,11.0-15.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),b_len(_4,3.0-6.0) = 0
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,11.0-15.0) = 1
ss(_1,_3,a,_2),a_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0) = 0
-> class mips_01_02_01 "nitrogen and sulfur utilization"
Evaluation on training data (4955 items):
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_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_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_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_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
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'mips_01_02_01': 84/4955 (1.70%)
Evaluation on validation data (2463 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_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_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_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_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_At1g29940 - mips_04_01 "DNA-directed RNA polymerase subunit, putative"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_20
mips_40_10_07
mips_40_10_99
at_At1g50110 - mips_01_01_01_15 "branched-chain amino acid aminotransferase like protein"
mips_01_01_01_15_02
mips_01_01_01_15_03
mips_01_01_01_15_04
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
Validation Accuracy: 3/7 (42.86%)
Validation Frequency class 'mips_01_02_01': 52/2463 (2.11%)
Evaluation on propertest data (3789 items):
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_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_At2g42010 - mips_01_06_04 "phospholipase D (PLDbeta)"
mips_01_20_19
mips_01_20_19_99
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_01_09
mips_30_04
at_At3g15730 - mips_01_06 "phospholipase D"
mips_01_06_04
mips_10_01_09
mips_11_01
mips_30_04
mips_40_02
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_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_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
Propertest Accuracy: 5/9 (55.56%)
Propertest Frequency class 'mips_01_02_01': 75/3789 (1.98%)
New (unknown) data (2463 items):
at_At2g03820 - mips_04_99 "putative nonsense-mediated mRNA decay protein"
at_At1g17820 - no entry null
at_At2g06840 - no entry null
at_At5g61250 - no entry null
at_At1g67190 - no entry null
at_At5g15870 - no entry null
------------------
Rule 5410
ss(_1,_3,c,_2),c_len(_3,3.0-6.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,15.0-30.0) = 0
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),a_len(_3,30.0-1200.0) = 0
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,6.0-9.0) = 1
ss(_1,_3,c,_2),a_len(_2,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_5,6.0-9.0) = 1
ss(_1,_3,b,_2),a_len(_2,15.0-30.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_4,11.0-15.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,1.54-41.76),c_len(_2,9.0-11.0) = 1
ss(_1,_3,a,_2),c_len(_2,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,6.0-9.0) = 0
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,1.0-3.0) = 1
ss(_1,_3,a,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,6.0-9.0) = 0
ss(_1,_3,a,_2),a_len(_3,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 0
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,15.0-30.0) = 1
-> class mips_01_20_13 "biosynthesis of derivatives of homoisopentenyl pyrophosphate"
Evaluation on training data (4955 items):
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_At1g48820 mips_01_20_13 "hypothetical protein"
mips_01_20_35_01
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_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_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
Training Accuracy: 11/11 (100.00%)
Training Frequency class 'mips_01_20_13': 62/4955 (1.25%)
Evaluation on validation data (2463 items):
at_At1g02260 - mips_01_07 "hypothetical protein"
mips_01_07_01
mips_08_16
mips_11_07
mips_11_07_05
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_40_30
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
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_At2g18580 - mips_29_02 "Ac-like transposase"
mips_29_99
mips_40_10_03
at_At2g32830 - mips_01_04_07 "putative phosphate transporter"
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_13_11_03
mips_13_11_03_01
mips_67_04
mips_67_04_07
mips_67_07
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_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_At4g18720 - mips_05_04 "putative protein"
mips_40_10_99
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_At4g38200 - mips_01_03_01 "guanine nucleotide-exchange protein -like"
mips_08_07
mips_40_08
at_At5g10440 - mips_03_03_01 "cyclin protein - like"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_14_04_03_01
mips_62_02_01_01
at_At5g13060 - mips_08_13 "unknown protein"
mips_40_10_05
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
at_At5g45620 - mips_06_13_01 "26S proteasome subunit-like protein"
mips_06_13_01_01
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
Validation Accuracy: 9/17 (52.94%)
Validation Frequency class 'mips_01_20_13': 32/2463 (1.30%)
Evaluation on propertest data (3789 items):
at_At1g04080 - mips_04_05_05 "unknown protein"
mips_04_05_05_01
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_At2g25130 - mips_03_01 "hypothetical protein"
mips_03_01_05
mips_03_01_05_03
mips_06_04
mips_40_10_05
at_At2g37400 - mips_06_07_02 "unknown protein"
mips_06_07_02_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_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_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_At4g37880 - mips_13_07 "putative protein"
mips_14_10
mips_14_10_02
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_At5g17020 - mips_04_07 "Exportin1 (XPO1) protein"
mips_08_01
mips_40_10_05
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_At5g47560 - mips_01_05_07 "sodium-dicarboxylate cotransporter-like"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_20
mips_14_20
mips_20_05
mips_20_07
mips_20_07_05
mips_40_02
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_05
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_07
mips_67_07_03
mips_67_50
mips_67_50_01
mips_67_50_03
mips_67_50_03_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: 8/15 (53.33%)
Propertest Frequency class 'mips_01_20_13': 34/3789 (0.90%)
New (unknown) data (2463 items):
at_At1g06710 - mips_02_30 "hypothetical protein"
mips_08_99
at_At2g13640 - no entry null
at_At2g16960 - mips_06_04 "putative importin, beta subunit"
mips_08
at_At4g14380 - no entry null
at_At4g34940 - mips_08_01 "putative protein"
mips_08_13
mips_30_10
at_At5g18320 - no entry null
at_At5g48850 - no entry null
at_At5g60110 - no entry null
at_At1g27460 - no entry null
at_At2g43040 - no entry null
at_At3g11880 - no entry null
------------------
Rule 3935
ss(_1,_3,c,_2),alpha_dist(_1,33.33-45.54),a_len(_2,1.0-3.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,41.76-48.08),c_len(_3,6.0-9.0),a_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,19.41-29.93),c_len(_3,15.0-30.0),b_len(_2,9.0-11.0) = 1
ss(_1,_3,c,_2),alpha_dist(_1,23.6-33.33),c_len(_3,1.0-3.0),b_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),coil_dist(_1,60.98-101.0),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,9.0-11.0),b_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,6.0-9.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,c,_2),c_len(_3,9.0-11.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,6.0-9.0) = 0
ss(_1,_3,b,_2),coil_dist(_1,60.98-101.0),c_len(_2,9.0-11.0),b_len(_3,3.0-6.0) = 0
ss(_1,_3,b,_2),coil_dist(_1,48.08-53.24),c_len(_2,15.0-30.0),b_len(_3,1.0-3.0) = 0
ss(_1,_3,b,_2),c_len(_2,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,b,_2),c_len(_2,1.0-3.0),b_len(_3,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2) = 1
ss(_1,_3,a,_2),coil_dist(_1,53.24-60.98),c_len(_2,11.0-15.0),a_len(_3,15.0-30.0) = 0
ss(_1,_3,a,_2),b_len(_2,1.0-3.0),a_len(_3,3.0-6.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2) = 0
ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_3),notequal(_6,_2) = 1
-> class mips_01_20_15 "biosynthesis of derivatives of dehydroquinic acid, shikimic acid and chorismic acid"
Evaluation on training data (4955 items):
at_At5g48930 mips_01_20_15 "anthranilate N-benzoyltransferase"
mips_01_20_99
at_At5g57840 mips_01_20_15 "N-hydroxycinnamoyl/benzoyltransferase"
mips_01_20_35_01
mips_01_20_99
at_At5g63560 mips_01_20_15 "acyltransferase-like protein"
mips_01_20_99
at_At1g24420 mips_01_20_15 "unknown protein"
at_At5g67160 mips_01_20 "anthranilate N-hydroxycinnamoyl/benzoyltransferase-like protein"
mips_01_20_15
mips_01_20_35
mips_01_20_35_01
mips_06_07
at_At1g27620 mips_01 "putative hypersensitivity-related protein"
mips_01_20_15
mips_01_20_99
mips_11_05
mips_11_05_03
at_At1g03390 mips_01_20_15 "hypothetical protein"
mips_01_20_99
at_At1g03500 mips_01_20_15 "hypothetical protein"
at_At2g23510 mips_01_20 "putative anthranilate N-hydroxycinnamoyl/benzoyltransferase"
mips_01_20_15
mips_01_20_99
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_At3g50270 mips_01 "anthranilate N-hydroxycinnamoyl/benzoyltransferase - like protein"
mips_01_20
mips_01_20_15
mips_01_20_35
mips_01_20_35_01
mips_06
mips_06_07
mips_99
at_At3g50280 mips_01_20_15 "anthranilate N-hydroxycinnamoyl/benzoyltransferase - like protein"
mips_01_20_35
mips_01_20_35_01
at_At3g62160 mips_01_20_15 "putative protein"
mips_01_20_99
mips_11_05_03
at_At4g13840 mips_01_06 "fatty acid elongase - like protein (cer2-like)"
mips_01_06_01
mips_01_20
mips_01_20_15
at_At4g15390 mips_01_20_15 "HSR201 like protein"
mips_01_20_99
mips_11_05_03
at_At4g31910 mips_01_20_15 "putative protein"
mips_01_20_99
mips_11_05_03
at_At5g07080 mips_01_20_15 "putative protein"
mips_01_20_99
at_At5g07850 mips_01_20_15 "proanthranilate N-benzoyltransferase -like protein"
mips_01_20_35
mips_01_20_35_01
at_At5g07860 mips_01_20_15 "N-hydroxycinnamoyl/benzoyltransferase - like protein"
mips_01_20_35
mips_01_20_35_01
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
Training Accuracy: 22/22 (100.00%)
Training Frequency class 'mips_01_20_15': 40/4955 (0.81%)
Evaluation on validation data (2463 items):
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_At3g16150 - mips_01_01_10_03 "putative L-asparaginase"
mips_01_20_01
mips_01_20_01_07
mips_40_25
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_At3g58580 - mips_01_01_04 "putative protein"
mips_01_05_04
mips_02_16
mips_04_05_99
at_At4g24510 mips_01_06_01 "CER2"
mips_01_20_15
at_At4g29250 mips_01_20_15 "hypothetical protein"
mips_01_20_99
mips_11_05_03
at_At5g38130 mips_01_20_15 "anthranilate N-benzoyltransferase -like protein"
mips_01_20_35
mips_01_20_35_01
at_At5g39090 mips_01_20_15 "acyltransferase -like protein"
at_At1g24430 mips_01_20 "similar to acetyl-CoA:benzylalcoholo acetyltransferase"
mips_01_20_15
at_At1g28680 mips_01_20 "anthranilate N-hydroxycinnamoyl/benzoyltransferase, putative"
mips_01_20_15
mips_06_07
mips_11_05
mips_11_05_03
Validation Accuracy: 6/10 (60.00%)
Validation Frequency class 'mips_01_20_15': 14/2463 (0.57%)
Evaluation on propertest data (3789 items):
at_At1g72090 - mips_01_07_01 "putative protein"
at_At1g79690 - mips_01_06_01_07 "unknown protein (At1g79690)"
mips_01_06_01_07_11
mips_01_06_01_07_13
mips_40_19
at_At2g02970 - mips_01_03_07 "nucleoside triphosphatase like protein"
mips_06_07_02
mips_13_07
mips_13_11
mips_20_25_16
mips_20_25_16_09
mips_40_08
mips_40_25
mips_63_17_01
mips_63_17_07
mips_63_17_11
at_At2g32000 - mips_03_01_03 "putative DNA topoisomerase III beta"
mips_03_01_05
mips_03_01_05_03
mips_03_01_05_03_01
mips_03_01_99
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_15
mips_47_03_15_07
at_At2g40230 mips_01_20_15 "putative anthranilate N-hydroxycinnamoyl/benzoyltransferase"
mips_01_20_99
at_At3g23270 - mips_03_99 "hypothetical protein"
mips_06_04
mips_06_07
mips_06_13
mips_11_05
mips_11_05_01
at_At3g30280 mips_01_20_15 "deacetylvindoline 4-O-acetyltransferase, putative"
at_At3g44880 - mips_01_20_17_03 "lethal leaf-spot 1 homolog Lls1"
at_At3g48720 mips_01_20_15 "putative protein"
mips_01_20_99
mips_11_05
mips_11_05_03
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_At5g07870 mips_01_20_15 "N-hydroxycinnamoyl/benzoyltransferase - like protein"
mips_01_20_35
mips_01_20_35_01
at_At5g16410 mips_01_20_15 "putative protein"
mips_01_20_99
mips_11_05_03
at_At5g23330 - mips_01_07 "unknown protein"
mips_01_07_01
mips_01_07_07
mips_06_07
mips_40_03
at_At5g23940 mips_01_20_15 "acyltransferase"
mips_01_20_35
mips_01_20_35_01
at_At5g23970 mips_01_20_15 "acetyl-CoA:benzylalcohol acetyltranferase-like protein"
at_At5g42830 mips_01_20_15 "N-hydroxycinnamoyl/benzoyltransferase-like protein"
mips_01_20_35
mips_01_20_35_01
at_At5g47980 mips_01_20_15 "acetyl-CoA:benzylalcohol acetyltranferase-like protein"
mips_01_20_99
mips_11_05_03
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
at_At5g63770 - mips_01 "diacylglycerol kinase"
mips_01_06
mips_01_06_01
mips_01_06_01_01
mips_10
mips_10_01
mips_10_05
mips_40
mips_40_10
mips_63
mips_63_17
mips_63_17_01
mips_63_19
at_At5g66060 - mips_30_27 "prolyl 4-hydroxylase, alpha subunit-like protein"
mips_30_27_01
at_At5g67150 mips_01_20_15 "anthranilate N-hydroxycinnamoyl/benzoyltransferase-like protein"
mips_01_20_35
mips_01_20_35_01
at_At1g31490 mips_01_20_15 "putative protein"
mips_01_20_99
Propertest Accuracy: 11/22 (50.00%)
Propertest Frequency class 'mips_01_20_15': 25/3789 (0.66%)
New (unknown) data (2463 items):
at_At5g43240 - no entry null
at_At5g56690 - no entry null
at_At1g47860 - no entry null
at_At3g58000 - no entry null
at_At3g58860 - mips_99 "putative protein"
at_At4g25650 - no entry null
at_At4g28260 - no entry null
at_At5g03380 - no entry null
at_At5g41630 - no entry null
at_At1g13970 - no entry null
at_At1g22990 - no entry null
at_At1g34570 - no entry null
at_At1g35060 - mips_29 "hypothetical protein"
mips_29_02
at_At1g51420 - mips_99 "unknown protein"
at_At1g55660 - no entry null
at_At4g05550 - no entry null
at_At5g01150 - no entry null
at_At1g20810 - no entry null
------------------
Rule 5241
ss(_1,_3,c,_2),alpha_dist(_1,33.33-45.54),c_len(_3,30.0-1200.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_2,30.0-1200.0) = 1
ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,15.0-30.0) = 1
-> class mips_02_13_03 "aerobic respiration"
Evaluation on training data (4955 items):
at_At1g61520 mips_02_11_05 "PSI type III chlorophyll a/b-binding protein"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At2g34420 mips_02 "photosystem II type I chlorophyll a/b binding protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At2g34430 mips_02_11 "putative photosystem II type I chlorophyll a/b binding protein."
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At1g15820 mips_02_11_05 "putative protein"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'mips_02_13_03': 54/4955 (1.09%)
Evaluation on validation data (2463 items):
at_At3g28770 - mips_13_05 "hypothetical protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_08
mips_63_06
at_At3g47470 mips_02_11 "light-harvesting chlorophyll a/b-binding protein (Cab4)"
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At5g54270 mips_02_11 "Lhcb3 chlorophyll a/b binding protein (gb|AAD28773.1)"
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At5g67470 - mips_03_01_03 "formin-like protein"
mips_14_01
mips_25_05_25
mips_40_04_03
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
Validation Accuracy: 2/4 (50.00%)
Validation Frequency class 'mips_02_13_03': 19/2463 (0.77%)
Evaluation on propertest data (3789 items):
at_At2g05070 mips_02_11_05 "putative chlorophyll a/b binding protein"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
at_At3g48710 - mips_10 "unknown protein"
mips_13_07
mips_25_05_01
Propertest Accuracy: 1/2 (50.00%)
Propertest Frequency class 'mips_02_13_03': 36/3789 (0.95%)
New (unknown) data (2463 items):
at_At1g36150 - no entry null
at_At3g22270 - no entry null
at_At2g11140 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At4g00390 - no entry null
at_At5g15020 - no entry null
------------------
Rule 3784
ss(_1,_3,c,_2),c_len(_3,9.0-11.0),b_len(_2,1.0-3.0) = 0
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),a_len(_2,3.0-6.0) = 1
ss(_1,_3,c,_2),coil_dist(_1,48.08-53.24),c_len(_3,1.0-3.0),a_len(_2,3.0-6.0) = 0
ss(_1,_3,b,_2),coil_dist(_1,60.98-101.0),c_len(_2,9.0-11.0),b_len(_3,3.0-6.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),b_len(_3,6.0-9.0),a_len(_2,3.0-6.0) = 1
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,6.0-9.0) = 1
ss(_1,_3,a,_2),a_len(_3,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,3.0-6.0) = 1
ss(_1,_3,a,_2),a_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,6.0-9.0) = 0
-> class mips_05_04_01 "initiation"
Evaluation on training data (4955 items):
at_At5g51280 mips_04_05_05_11 "DEAD-box protein abstrakt"
mips_05_04_01
mips_14_10
mips_14_10_02
mips_45
mips_45_03
mips_45_03_12
mips_47_03_05
mips_47_03_05_01
at_At5g63120 mips_04_05_05_11 "ATP-dependent RNA helicase-like protein"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At5g63630 mips_04_01 "RNA helicase"
mips_04_01_04
mips_04_05_05_11
mips_05_04_01
mips_33_03_02
mips_63_19_03
at_At1g55150 mips_04_05_05_11 "Unknown protein (At1g55150; T7N22.9)"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_19_03
at_At2g42520 mips_04_05_05 "putative ATP-dependent RNA helicase"
mips_04_05_05_01
mips_04_05_05_11
mips_05_04_01
mips_33_03_02
at_At2g47330 mips_04_05_05 "putative ATP-dependent RNA helicase"
mips_04_05_05_11
mips_05_04
mips_05_04_01
mips_14_01
mips_33
mips_33_03
mips_33_03_02
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_05
mips_47_03_05_01
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_02
mips_63_19_03
at_At3g22310 mips_04_05_05_11 "putative RNA helicase"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At3g22330 mips_04_05_05_11 "DEAD-Box RNA helicase like protein"
mips_05_04_01
mips_33_03_02
mips_63_19_03
at_At3g53110 mips_04_05_05 "RNA helicase -like protein"
mips_04_05_05_11
mips_05_04_01
mips_33_03_02
mips_45_03_12
mips_47_03_05
mips_47_03_05_01
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_02
mips_63_19_03
at_At1g16280 mips_04_05_05 "putative ATP-dependent RNA helicase"
mips_04_05_05_11
mips_05_04
mips_05_04_01
mips_14_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At4g33370 mips_04_05_05 "putative protein"
mips_04_05_05_11
mips_05_04_01
mips_45_03_12
mips_47_03_05
mips_47_03_05_01
mips_47_03_09
mips_47_03_09_01
at_At5g11170 mips_04 "DEAD BOX RNA helicase RH15 - like protein"
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_99
mips_05
mips_05_01
mips_05_01_01
mips_05_01_99
mips_05_04
mips_05_04_01
mips_40
mips_40_10
mips_63
mips_63_03
mips_63_03_03
mips_63_19
mips_63_19_03
mips_98
at_At5g14610 mips_04_05_05_11 "DRH1 DEAD box protein - like"
mips_05_04_01
mips_33_03_02
mips_63_19_03
Training Accuracy: 13/13 (100.00%)
Training Frequency class 'mips_05_04_01': 60/4955 (1.21%)
Evaluation on validation data (2463 items):
at_At1g77050 - mips_04 ""
mips_04_01
mips_04_01_04
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_05
mips_05_04
mips_40_03
mips_40_10
mips_63
mips_63_03
mips_63_19
at_At5g65900 mips_03_01 "ATP-dependent RNA helicase-like"
mips_03_01_09
mips_03_01_09_05
mips_04_01
mips_04_01_04
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_10
mips_05
mips_05_04
mips_05_04_01
mips_30_01
mips_40_07
mips_40_10_07
mips_40_10_99
mips_40_16
mips_63_03_03
at_At1g31970 mips_04_05_05_11 "putative protein"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
Validation Accuracy: 2/3 (66.67%)
Validation Frequency class 'mips_05_04_01': 24/2463 (0.97%)
Evaluation on propertest data (3789 items):
at_At3g18600 mips_03_01_09 "DEAD box helicase protein, putative"
mips_03_01_09_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_10
mips_05_04_01
mips_40_10_07
mips_40_10_99
at_At3g58510 - mips_04_01 "ATP-dependent RNA helicase-like protein"
mips_04_01_04
mips_04_05_05_01
mips_33
mips_33_03
mips_33_03_02
at_At1g28180 - mips_04_05_05_01 "hypothetical protein"
mips_33
mips_33_03
mips_33_03_02
Propertest Accuracy: 1/3 (33.33%)
Propertest Frequency class 'mips_05_04_01': 29/3789 (0.77%)
New (unknown) data (2463 items):
at_At4g04000 - no entry null
------------------
Rule 2411
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,3.0-6.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,6.0-9.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,3.0-6.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,b,_2),b_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,6.0-9.0) = 1
ss(_1,_3,a,_2),beta_dist(_1,11.94-19.41),c_len(_2,30.0-1200.0),a_len(_3,6.0-9.0) = 1
ss(_1,_3,a,_2),c_len(_2,11.0-15.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),c_len(_5,1.0-3.0) = 0
-> class mips_06_13_04 "lysosomal and vacuolar degradation"
Evaluation on training data (4955 items):
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_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_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_At4g01620 mips_06_07_11 "cathepsin B-like cysteine protease"
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_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
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'mips_06_13_04': 38/4955 (0.77%)
Evaluation on validation data (2463 items):
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_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
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_06_13_04': 24/2463 (0.97%)
Evaluation on propertest data (3789 items):
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_At1g10400 - mips_01_20_17 "puative glucosyl transferase"
mips_01_20_17_07
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_At3g53520 - mips_01_05_01_01 "UDP-glucuronic acid decarboxylase (UXS1)"
mips_01_05_99
Propertest Accuracy: 0/4 (0.00%)
Propertest Frequency class 'mips_06_13_04': 41/3789 (1.08%)
New (unknown) data (2463 items):
at_At1g66350 - mips_25_03 "gibberellin regulatory protein, putative"
at_At1g68330 - no entry null
at_At1g69310 - no entry null
at_At4g05250 - no entry null
at_At4g36160 - mips_25_03 "NAM like protein"
at_At2g46160 - no entry null
at_At3g20840 - no entry null
at_At5g47220 - no entry null
at_At1g80590 - no entry null
at_At2g21900 - mips_11_05 "putative WRKY-type DNA binding protein"
at_At4g12050 - no entry null
at_At5g62380 - mips_25_03 "NAC - like protein"
------------------
Rule 217
ss(_1,_3,c,_2),beta_dist(_1,11.94-19.41),c_len(_3,3.0-6.0),b_len(_2,3.0-6.0) = 1
ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,23.6-33.33),b_len(_4,6.0-9.0) = 1
-> class mips_06_13_04 "lysosomal and vacuolar degradation"
Evaluation on training data (4955 items):
at_At2g45170 mips_06_13_04 "putative microtubule-associated protein"
mips_08_07
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
at_At3g15580 mips_06_13_04 "unknown protein"
mips_08_07_05
mips_08_22
mips_40_04_05
mips_62_02_07
mips_63_99
at_At4g21980 mips_06_04 "symbiosis-related like protein"
mips_06_13
mips_06_13_04
mips_08
mips_08_07
mips_08_07_05
mips_08_22
mips_13
mips_13_03
mips_13_03_01
mips_14
mips_14_01
mips_40_02
mips_40_03
mips_40_04
mips_40_04_05
mips_62
mips_62_02
mips_62_02_07
mips_63_01
mips_63_19
mips_63_99
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_06_13_04': 38/4955 (0.77%)
Evaluation on validation data (2463 items):
at_At2g05630 mips_06_13_04 "putative microtubule-associated protein"
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
at_At3g60640 mips_06_13_04 "unknown protein"
mips_08_07_05
mips_08_22
mips_40_04_05
mips_62_02_07
mips_63_99
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_06_13_04': 24/2463 (0.97%)
Evaluation on propertest data (3789 items):
at_At4g04620 mips_06_13_04 "putative symbiosis-related protein"
mips_08_07
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
Propertest Accuracy: 1/1 (100.00%)
Propertest Frequency class 'mips_06_13_04': 41/3789 (1.08%)
New (unknown) data (2463 items):
at_At1g48730 - no entry null
at_At1g69970 - no entry null
at_At4g22580 - no entry null
at_At1g19070 - no entry null
at_At4g20480 - no entry null
at_At2g04790 - no entry null
------------------
Rule 2408
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,3.0-6.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,6.0-9.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,3.0-6.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,11.94-19.41),c_len(_2,30.0-1200.0),a_len(_3,6.0-9.0) = 1
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 1
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),c_len(_5,15.0-30.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),c_len(_5,1.0-3.0) = 0
-> class mips_06_13_99 "other proteolytic degradation"
Evaluation on training data (4955 items):
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_At1g24140 mips_06_13 "putative metalloproteinase, predicted GPI-anchored protein"
mips_06_13_99
mips_13_05
mips_13_05_01
mips_14_01
mips_14_01_01
mips_14_01_03
mips_14_01_03_01
mips_14_01_05
mips_14_04_09
mips_14_04_09_05
mips_25_05_02
mips_30_27
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_63_17_09
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_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_At4g01620 mips_06_07_11 "cathepsin B-like cysteine protease"
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_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_At4g23520 mips_06_13_99 "cysteine proteinase - like protein"
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
Training Accuracy: 11/11 (100.00%)
Training Frequency class 'mips_06_13_99': 76/4955 (1.53%)
Evaluation on validation data (2463 items):
at_At2g23250 - mips_01_20_17 "putative glucosyltransferase"
mips_01_20_17_07
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_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_At4g11970 - mips_11_01 "putative protein"
mips_13_11
mips_20
mips_20_25
mips_20_25_16
at_At4g13000 - mips_01_02 "putative protein"
mips_01_02_01
mips_01_02_01_07
mips_01_04
mips_06_07
mips_11_01
mips_13_11
mips_14_10
mips_14_10_02
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: 4/7 (57.14%)
Validation Frequency class 'mips_06_13_99': 41/2463 (1.66%)
Evaluation on propertest data (3789 items):
at_At3g53520 - mips_01_05_01_01 "UDP-glucuronic acid decarboxylase (UXS1)"
mips_01_05_99
at_At3g54940 mips_02_99 "cysteine proteinase precursor-like protein"
mips_06_10
mips_06_13_04
mips_06_13_99
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
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
Propertest Accuracy: 2/4 (50.00%)
Propertest Frequency class 'mips_06_13_99': 44/3789 (1.16%)
New (unknown) data (2463 items):
at_At5g43770 - no entry null
at_At1g64040 - mips_02 "phosphoprotein phosphatase 1"
mips_01_04
mips_03_03
mips_06_07
at_At1g66350 - mips_25_03 "gibberellin regulatory protein, putative"
at_At2g30940 - no entry null
at_At3g61120 - no entry null
at_At2g29400 - mips_01_04 "phosphoprotein phosphatase, type 1 catalytic subunit"
at_At2g41330 - mips_02_11 "unknown protein"
mips_11_07
at_At4g12050 - no entry null
------------------
Rule 218
ss(_1,_3,c,_2),beta_dist(_1,11.94-19.41),c_len(_3,3.0-6.0),b_len(_2,3.0-6.0) = 1
ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,23.6-33.33),b_len(_4,6.0-9.0) = 1
-> class mips_08_07_05 "intra golgi transport"
Evaluation on training data (4955 items):
at_At2g45170 mips_06_13_04 "putative microtubule-associated protein"
mips_08_07
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
at_At3g15580 mips_06_13_04 "unknown protein"
mips_08_07_05
mips_08_22
mips_40_04_05
mips_62_02_07
mips_63_99
at_At4g21980 mips_06_04 "symbiosis-related like protein"
mips_06_13
mips_06_13_04
mips_08
mips_08_07
mips_08_07_05
mips_08_22
mips_13
mips_13_03
mips_13_03_01
mips_14
mips_14_01
mips_40_02
mips_40_03
mips_40_04
mips_40_04_05
mips_62
mips_62_02
mips_62_02_07
mips_63_01
mips_63_19
mips_63_99
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_08_07_05': 22/4955 (0.44%)
Evaluation on validation data (2463 items):
at_At2g05630 mips_06_13_04 "putative microtubule-associated protein"
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
at_At3g60640 mips_06_13_04 "unknown protein"
mips_08_07_05
mips_08_22
mips_40_04_05
mips_62_02_07
mips_63_99
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_08_07_05': 6/2463 (0.24%)
Evaluation on propertest data (3789 items):
at_At4g04620 mips_06_13_04 "putative symbiosis-related protein"
mips_08_07
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
Propertest Accuracy: 1/1 (100.00%)
Propertest Frequency class 'mips_08_07_05': 15/3789 (0.40%)
New (unknown) data (2463 items):
at_At1g48730 - no entry null
at_At1g69970 - no entry null
at_At4g22580 - no entry null
at_At1g19070 - no entry null
at_At4g20480 - no entry null
at_At2g04790 - no entry null
------------------
Rule 4037
alpha_dist(_1,23.6-33.33),coil_dist(_1,41.76-48.08) = 0
ss(_1,_3,a,_2),b_len(_2,6.0-9.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,9.0-11.0) = 0
ss(_1,_3,a,_2),coil_dist(_1,48.08-53.24),c_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,29.93-101.0),c_len(_3,6.0-9.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,c,_2),alpha_dist(_1,23.6-33.33),c_len(_3,3.0-6.0),a_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,6.0-9.0) = 0
ss(_1,_3,a,_2),alpha_dist(_1,13.03-23.6),c_len(_2,9.0-11.0),a_len(_3,9.0-11.0) = 0
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,15.0-30.0) = 0
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 1
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),c_len(_5,15.0-30.0) = 0
-> class mips_10_01_05 "enzyme mediated signal transduction"
Evaluation on training data (4955 items):
at_At1g22740 mips_10_01_05 "RAS-related protein, RAB7"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
at_At5g45750 mips_08_07 "Rab-type small GTP-binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g47960 mips_08_16 "RAS superfamily GTP-binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19_05
at_At5g59150 mips_10_01_05_05 "GTP-binding protein rab11 - like"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g60860 mips_08_07 "GTP-binding protein - like"
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At1g52280 mips_06_04 "GTP-binding protein RAB7D, putative"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_07
mips_40_08
at_At1g70490 mips_08_07 "ADP-ribosylation factor 1 like protein"
mips_08_07_05
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_13_03
mips_13_03_01
mips_30_22
mips_40_08
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At2g15310 mips_06 "putative ADP-ribosylation factor"
mips_06_04
mips_06_07
mips_06_07_99
mips_08
mips_08_07
mips_08_07_05
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_13
mips_13_03
mips_13_03_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_40
mips_40_03
mips_40_08
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63
mips_63_19
mips_63_19_05
mips_67
at_At1g09180 mips_06_07_99 "putative GTP-binding protein, SAR1B"
mips_08_07
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_40_08
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At2g31680 mips_06_04 "putative RAS superfamily GTP-binding protein"
mips_08
mips_08_07
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40_02
mips_40_07
mips_40_08
mips_63_19_05
at_At2g33870 mips_08_07 "putative GTP-binding protein"
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At2g47170 mips_06_07_99 "ADP-ribosylation factor 1"
mips_08_07
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_30_08
mips_40_08
mips_40_09
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At1g10630 mips_06_04 "similar to ADP-ribosylation factor gb|AAD17207; similar to ESTs gb|N65779, gb|AI996946.1, gb|AI725909.1, gb|T45928, gb|T42202"
mips_06_07
mips_06_07_99
mips_08
mips_08_07
mips_08_07_05
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_40_02
mips_40_08
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At3g15060 mips_08_07 "ras-related GTP-binding protein"
mips_08_16
mips_10_01_05_05
mips_63_19_05
at_At3g22950 mips_06_07_99 "ADP-ribosylation factor, putative"
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At3g51300 mips_10_01_05 "rac-like GTP binding protein Arac11"
mips_10_01_05_05
mips_10_01_05_05_01
mips_11_01
mips_13_05
mips_13_07
mips_13_11
mips_30_04
at_At3g53610 mips_06_04 "GTPase AtRAB8"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
at_At4g17530 mips_10_01_05_05 "ras-related small GTP-binding protein RAB1c"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At4g35950 mips_10_01_05_05 "ras-related small GTP-binding protein"
mips_10_01_05_05_01
mips_13_05
mips_13_07
at_At4g39890 mips_10_01_05_05 "small GTP-binding protein - like"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g10260 mips_06_04 "GTP-binding protein"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g13650 mips_05_04 "GTP-binding protein typA (tyrosine phosphorylated protein A)"
mips_05_04_02
mips_10_01_05
mips_10_01_05_05
mips_63_19_05
at_At5g37680 mips_08_07 "ADP-ribosylation factor-like protein (K12B20.15)"
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
Training Accuracy: 23/23 (100.00%)
Training Frequency class 'mips_10_01_05': 234/4955 (4.72%)
Evaluation on validation data (2463 items):
at_At1g05810 mips_06_04 "RAS-related protein ARA-1"
mips_08
mips_08_07
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40_02
mips_40_07
mips_40_08
mips_63_19_05
at_At1g59730 - mips_01_03_04 "hypothetical protein"
mips_06_07_99
mips_11_07_99
mips_40_27
at_At3g49870 mips_06_04 "ADP-RIBOSYLATION FACTOR like protein"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_07
mips_40_08
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_At4g26510 - mips_01_03_04 "uracil phosphoribosyl transferase like protein"
mips_01_04_04
at_At1g16920 mips_08_07 "unknown protein"
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19_05
at_At5g20020 mips_03_01_09 "small Ras-like GTP-binding protein"
mips_03_01_09_05
mips_08_01
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g42770 - mips_01_20_17 "unknown protein"
mips_01_20_17_03
mips_01_20_50
mips_03_03_03
at_At1g28550 mips_08_07 "ras-related GTP-binding protein, putative"
mips_08_16
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At1g49770 - mips_25_05_10 "putative bHLH transcription factor (bHLH095)"
mips_25_05_13
mips_33_03_13
mips_35_03_17
Validation Accuracy: 6/10 (60.00%)
Validation Frequency class 'mips_10_01_05': 124/2463 (5.03%)
Evaluation on propertest data (3789 items):
at_At1g02130 mips_10_01_05_05 "GTP-binding protein, ara-5"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At1g02440 mips_06_07_99 "ADP-ribosylation factor, putative"
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At1g04170 - mips_05_01 "putative translation initiation factor eIF-2, gamma subunit"
mips_05_04_02
mips_14_01_03
mips_40_10_03
at_At1g49300 mips_10_01_05 "putative protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_08
at_At1g07410 mips_06_04 "small G protein, putative"
mips_08_16
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_11
mips_11_05
mips_13
mips_13_03
mips_13_03_01
mips_40_07
mips_63_19
mips_63_19_05
at_At2g17800 mips_10_01_05_05 "putative GTP-binding protein"
mips_10_01_05_05_01
mips_13_05
mips_13_07
at_At2g23060 - mips_10_01_99 "similar to hookless1 (HLS1)"
at_At2g43980 - mips_10 "unknown protein (At2g43980)"
mips_10_01_01
mips_10_01_09
mips_10_01_99
at_At3g18820 mips_10_01_05_05 "GTP binding protein, putative"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At3g49860 mips_10_01_05 "putative protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
at_At3g53910 - mips_01_05_01_03 "putative protein"
mips_40_10_99
mips_40_26
mips_40_26_03
at_At3g62290 mips_06_07_99 "ADP-ribosylation factor-like protein"
mips_08_07_05
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At4g18430 - mips_08_16 "membrane-bound small GTP-binding - like protein"
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At4g18800 mips_08_07 "ras-like GTP-binding protein"
mips_08_16
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At5g15770 - mips_01_20_01 "acetyltransferase-like protein"
mips_03_01_99
mips_06_07_04
mips_30_10
mips_40_01
at_At1g23490 mips_06 "unknown protein (At1g23490)"
mips_08_07
mips_08_07_05
mips_08_16
mips_10
mips_10_01_01
mips_10_01_05_05
mips_10_01_05_05_01
mips_13
mips_13_03
mips_13_03_01
mips_30_22
mips_40_08
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19
mips_63_19_05
mips_67
at_At5g28060 - mips_05_01 "40S ribosomal protein S19 - like"
mips_05_01_01
at_At5g39620 mips_10_01_05_05 "AtRab78 (AtRAB78)"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g52470 - mips_04_01 "fibrillarin homolog (Fbr1)"
mips_04_01_04
mips_04_05_05_01
mips_40_10_07
at_At5g64990 mips_08_16 "GTP binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g67560 mips_08_07_05 "ADP-ribosylation factor-like protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
Propertest Accuracy: 13/21 (61.90%)
Propertest Frequency class 'mips_10_01_05': 188/3789 (4.96%)
New (unknown) data (2463 items):
at_At2g05210 - no entry null
at_At2g05300 - no entry null
at_At3g12160 - no entry null
at_At3g43410 - no entry null
at_At5g10530 - no entry null
at_At1g21050 - no entry null
at_At1g07490 - no entry null
at_At3g29040 - mips_10_05 "hypothetical protein"
at_At4g13450 - no entry null
at_At4g21390 - no entry null
at_At5g01550 - no entry null
at_At1g63580 - no entry null
at_At1g67370 - no entry null
at_At2g21350 - no entry null
at_At4g12650 - mips_08_07 "putative protein"
mips_40_22
mips_67_01
at_At4g20170 - no entry null
at_At4g23230 - no entry null
at_At4g36700 - mips_65 "globulin-like protein"
at_At1g21930 - no entry null
at_At1g30910 - mips_13_05 "F17F8.22"
------------------
Rule 5290
ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,1.0-3.0) = 1
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,6.0-9.0) = 1
ss(_1,_3,b,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,11.0-15.0) = 1
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_2,30.0-1200.0) = 1
-> class mips_10_05_01 "receptor enzyme mediated signalling"
Evaluation on training data (4955 items):
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_At1g49560 mips_10_05_01 "unknown protein"
mips_10_05_01_10
mips_30_04
at_At1g79430 mips_10_05_01 "unknown protein"
mips_10_05_01_10
mips_11_01
mips_30_04
at_At2g20570 mips_10_05_01 "GPRI1 protein (gpri1)"
mips_10_05_01_10
at_At3g16857 mips_10_05_01 "ARR1 protein, putative, 5' partial"
mips_10_05_01_10
at_At3g25790 mips_10_05_01 "unknown protein"
mips_10_05_01_10
at_At5g06800 mips_10_05_01 "putative protein"
mips_10_05_01_10
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_At5g29000 mips_10_05 "unknown protein"
mips_10_05_01
mips_10_05_01_10
mips_11_01
Training Accuracy: 10/10 (100.00%)
Training Frequency class 'mips_10_05_01': 99/4955 (2.00%)
Evaluation on validation data (2463 items):
at_At1g13300 mips_10_05_01 "unknown protein"
mips_10_05_01_10
at_At5g05090 mips_10_05_01 "unknown protein"
mips_10_05_01_10
mips_30_04
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
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_10_05_01': 63/2463 (2.56%)
Evaluation on propertest data (3789 items):
at_At2g06020 mips_10_05_01 "hypothetical protein"
mips_10_05_01_10
at_At2g13390 - mips_03_01_09 "pseudogene"
mips_03_01_09_05
mips_03_01_99
mips_30_10
mips_40_10_03
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_At2g40260 mips_10_05_01 "hypothetical protein"
mips_10_05_01_10
mips_30_04
at_At2g42660 mips_10_05 "putative protein"
mips_10_05_01
mips_10_05_01_10
mips_11_01
mips_30_04
at_At3g24120 mips_10_05_01 "transfactor like protein"
mips_10_05_01_10
at_At4g37180 mips_10 "putative cytoskeletal protein"
mips_10_01_01
mips_10_05_01
mips_10_05_01_10
at_At1g25550 mips_10_05_01 "unknown protein"
mips_10_05_01_10
at_At5g59570 mips_10_05_01 "ARR1 protein - like"
mips_10_05_01_10
Propertest Accuracy: 8/9 (88.89%)
Propertest Frequency class 'mips_10_05_01': 93/3789 (2.45%)
New (unknown) data (2463 items):
------------------
Rule 4038
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,9.0-11.0) = 1
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,9.0-11.0) = 0
ss(_1,_3,a,_2),coil_dist(_1,48.08-53.24),c_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,29.93-101.0),c_len(_3,6.0-9.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,6.0-9.0) = 0
ss(_1,_3,a,_2),alpha_dist(_1,13.03-23.6),c_len(_2,9.0-11.0),a_len(_3,9.0-11.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_5,c,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 0
-> class mips_10_05_01 "receptor enzyme mediated signalling"
Evaluation on training data (4955 items):
at_At1g22740 mips_10_01_05 "RAS-related protein, RAB7"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
at_At5g45750 mips_08_07 "Rab-type small GTP-binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g47960 mips_08_16 "RAS superfamily GTP-binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19_05
at_At5g59150 mips_10_01_05_05 "GTP-binding protein rab11 - like"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g60860 mips_08_07 "GTP-binding protein - like"
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At1g52280 mips_06_04 "GTP-binding protein RAB7D, putative"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_07
mips_40_08
at_At2g31680 mips_06_04 "putative RAS superfamily GTP-binding protein"
mips_08
mips_08_07
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40_02
mips_40_07
mips_40_08
mips_63_19_05
at_At2g33870 mips_08_07 "putative GTP-binding protein"
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At3g15060 - mips_08_07 "ras-related GTP-binding protein"
mips_08_16
mips_10_01_05_05
mips_63_19_05
at_At3g53610 mips_06_04 "GTPase AtRAB8"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
at_At4g17530 mips_10_01_05_05 "ras-related small GTP-binding protein RAB1c"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At4g39890 mips_10_01_05_05 "small GTP-binding protein - like"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g10260 mips_06_04 "GTP-binding protein"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
Training Accuracy: 12/13 (92.31%)
Training Frequency class 'mips_10_05_01': 99/4955 (2.00%)
Evaluation on validation data (2463 items):
at_At1g05810 mips_06_04 "RAS-related protein ARA-1"
mips_08
mips_08_07
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40_02
mips_40_07
mips_40_08
mips_63_19_05
at_At3g29050 - mips_10_01 "hypothetical protein"
mips_10_01_01
mips_10_05
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_At1g16920 mips_08_07 "unknown protein"
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19_05
at_At5g20020 mips_03_01_09 "small Ras-like GTP-binding protein"
mips_03_01_09_05
mips_08_01
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At1g28550 mips_08_07 "ras-related GTP-binding protein, putative"
mips_08_16
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'mips_10_05_01': 63/2463 (2.56%)
Evaluation on propertest data (3789 items):
at_At1g02130 mips_10_01_05_05 "GTP-binding protein, ara-5"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At1g49300 mips_10_01_05 "putative protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_08
at_At1g07410 - mips_06_04 "small G protein, putative"
mips_08_16
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_11
mips_11_05
mips_13
mips_13_03
mips_13_03_01
mips_40_07
mips_63_19
mips_63_19_05
at_At2g20930 - mips_08_07 "unknown protein"
mips_08_07_03
mips_25_05_10
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
at_At3g18820 mips_10_01_05_05 "GTP binding protein, putative"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At4g18430 mips_08_16 "membrane-bound small GTP-binding - like protein"
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At4g18800 mips_08_07 "ras-like GTP-binding protein"
mips_08_16
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At5g39620 mips_10_01_05_05 "AtRab78 (AtRAB78)"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g64990 mips_08_16 "GTP binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
Propertest Accuracy: 7/9 (77.78%)
Propertest Frequency class 'mips_10_05_01': 93/3789 (2.45%)
New (unknown) data (2463 items):
at_At2g05300 - no entry null
at_At3g12160 - no entry null
at_At1g18000 - no entry null
at_At1g21050 - no entry null
at_At5g41290 - no entry null
at_At1g18010 - no entry null
at_At1g67370 - no entry null
at_At4g20170 - no entry null
at_At4g23230 - no entry null
at_At1g21930 - no entry null
------------------
Rule 3968
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,1.0-3.0) = 1
ss(_1,_3,c,_2),beta_dist(_1,19.41-29.93),c_len(_3,15.0-30.0),b_len(_2,9.0-11.0) = 1
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,6.0-9.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,b,_2),a_len(_2,3.0-6.0),ss(_1,_2,a,_4),notequal(_4,_2),notequal(_4,_3),c_len(_4,6.0-9.0) = 0
ss(_1,_3,a,_2),c_len(_2,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,9.0-11.0) = 0
-> class mips_11_05_01 "resistance proteins"
Evaluation on training data (4955 items):
at_At5g45060 mips_11_05 "disease resistance protein-like"
mips_11_05_01
mips_11_05_03
at_At5g45250 mips_11_05_01 "disease resistance protein RPS4"
mips_11_05_03
at_At4g12010 mips_11_05_01 "putative disease resistance protein (TMV N-like)"
mips_11_05_03
at_At4g19530 mips_11_05 "TMV resistance protein N - like"
mips_11_05_01
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_At5g41750 mips_11_05 "disease resistance protein-like"
mips_11_05_01
mips_11_05_03
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'mips_11_05_01': 133/4955 (2.68%)
Evaluation on validation data (2463 items):
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_At4g09360 mips_11 "putative protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g06820 mips_11_05_01 "receptor-like protein kinase"
at_At5g22760 - mips_03_01_09 "putative protein"
mips_03_01_09_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g45260 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g53890 - mips_14_01 "receptor protein kinase-like protein"
mips_14_01_03
at_At5g57690 - mips_63_17_01 "diacylglycerol kinase-like protein"
Validation Accuracy: 3/7 (42.86%)
Validation Frequency class 'mips_11_05_01': 55/2463 (2.23%)
Evaluation on propertest data (3789 items):
at_At1g69440 - mips_05_04_01 "hypothetical protein"
mips_05_07
mips_63_03_03
at_At1g05460 - mips_01_03 "hypothetical protein"
mips_01_03_16
mips_01_03_16_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_01_99
mips_03_01_05_03
mips_04_07
mips_63_03_01
mips_63_03_03
at_At2g21430 - mips_02_99 "putative cysteine proteinase"
mips_06_13_04
mips_06_13_99
mips_08_13
mips_40_25
at_At3g13300 - mips_03_01_05_01 "unknown protein"
mips_03_01_05_03
mips_14_10_02
mips_63_06
at_At3g47220 - mips_01_06_04 "1-phosphatidylinositol-4,5-bisphosphate phosphodiesterase-like protein"
mips_10_01_09
mips_10_01_09_11
mips_10_01_99
mips_63_09
mips_63_17_01
at_At3g47290 - mips_01_06_04 "1-phosphatidylinositol-4,5-bisphosphate phosphodiesterase"
mips_10_01_05
mips_10_01_09
mips_10_01_09_11
mips_10_01_99
mips_63_09
mips_63_17
mips_63_17_01
at_At3g52640 - mips_06_07_11 "putative protein"
mips_06_13_01
mips_06_13_04
mips_40_25
mips_63_17
mips_63_17_01
at_At3g55940 - mips_01_06_04 "phosphoinositide-specific phospholipase C - like protein"
mips_10_01_09
mips_10_01_09_11
mips_63_09
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_At4g20830 - mips_01_20_17 "reticuline oxidase -like protein"
mips_01_20_17_09
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_At5g07140 - mips_01_04 "unknown protein"
mips_03_01_05
mips_03_01_05_01
mips_03_03_01_01
mips_14_10
mips_14_10_02
at_At5g45200 mips_11_05_01 "disease resistance protein RPS4"
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
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
Propertest Accuracy: 1/16 (6.25%)
Propertest Frequency class 'mips_11_05_01': 97/3789 (2.56%)
New (unknown) data (2463 items):
at_At5g56440 - no entry null
at_At1g27180 - no entry null
at_At1g52780 - no entry null
at_At1g69730 - no entry null
at_At1g72250 - mips_30_04 "kinesin, putative"
mips_40_07
mips_63_06
at_At2g07620 - no entry null
at_At3g23370 - no entry null
at_At1g13570 - no entry null
at_At3g51560 - no entry null
at_At4g01310 - no entry null
at_At1g16940 - no entry null
at_At4g20940 - no entry null
at_At5g01950 - no entry null
at_At5g32630 - no entry null
at_At5g38390 - no entry null
at_At1g60400 - no entry null
at_At1g78730 - no entry null
at_At1g78750 - no entry null
at_At2g27210 - mips_02 "putative phosphoprotein phosphatase"
mips_01_04
mips_03_03
mips_06_07
at_At3g44810 - no entry null
at_At4g14090 - no entry null
at_At5g36930 - no entry null
at_At5g51350 - no entry null
at_At1g69630 - no entry null
at_At2g04300 - no entry null
at_At3g32950 - no entry null
at_At3g58930 - no entry null
at_At3g58940 - no entry null
at_At4g03220 - no entry null
at_At4g19510 - no entry null
at_At4g26540 - no entry null
at_At5g02700 - no entry null
at_At1g21250 - no entry null
at_At5g25860 - no entry null
------------------
Rule 4730
ss(_1,_3,c,_2),c_len(_3,11.0-15.0),a_len(_2,3.0-6.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,0.0-13.03),c_len(_3,3.0-6.0),b_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),c_len(_3,9.0-11.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_3),notequal(_6,_2) = 1
ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,15.0-30.0) = 1
ss(_1,_3,c,_2),a_len(_2,6.0-9.0),ss(_1,_2,a,_4),notequal(_4,_2),notequal(_4,_3),c_len(_4,1.0-3.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,53.24-60.98),c_len(_2,6.0-9.0) = 1
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,6.0-9.0) = 0
ss(_1,_3,a,_2),a_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,29.93-101.0) = 1
-> class mips_11_07_03 "detoxification by modification"
Evaluation on training data (4955 items):
at_At1g21850 mips_01_20_17_01 "pectinesterase, putative"
mips_11_07_03
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_At5g58910 mips_01_20_17_01 "laccase precursor - like protein"
mips_01_20_99
mips_11_07_03
mips_11_07_99
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_At2g29130 mips_01_20_17_01 "putative laccase (diphenol oxidase)"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At2g38080 mips_01_20_17_01 "putative diphenol oxidase"
mips_01_20_99
mips_11_07_03
mips_11_07_99
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_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_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_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_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_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
Training Accuracy: 16/16 (100.00%)
Training Frequency class 'mips_11_07_03': 56/4955 (1.13%)
Evaluation on validation data (2463 items):
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_At1g76160 mips_01_20_17 "putative protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
at_At2g29070 - mips_06_13_01 "putative ubiquitin fusion-degradation protein"
mips_25_05_10
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
at_At3g21210 - mips_04 "unknown protein"
mips_04_05
mips_04_05_01
mips_98
at_At4g38420 mips_01_20_17_01 "pectinesterase like protein"
mips_11_07_03
at_At1g21860 mips_01_20_17_01 "pectinesterase, putative"
mips_01_20_99
mips_11_07_03
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'mips_11_07_03': 36/2463 (1.46%)
Evaluation on propertest data (3789 items):
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_At2g23630 mips_01_20_17_01 "putative pectinesterase"
mips_11_07_03
mips_11_07_99
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_At4g28090 mips_01_20_17 "pectinesterase like protein"
mips_01_20_17_01
mips_11_07_03
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_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_At5g48450 mips_01_20_17 "putative protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
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: 12/12 (100.00%)
Propertest Frequency class 'mips_11_07_03': 48/3789 (1.27%)
New (unknown) data (2463 items):
at_At1g37050 - mips_29 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_02
mips_29_99
mips_99
at_At1g50040 - no entry null
at_At2g05650 - no entry null
at_At2g13890 - no entry null
at_At3g12950 - no entry null
at_At3g15840 - no entry null
at_At4g04590 - no entry null
at_At1g69890 - no entry null
at_At1g75140 - no entry null
at_At5g44530 - no entry null
at_At5g54020 - no entry null
at_At1g54710 - no entry null
at_At2g44230 - no entry null
at_At5g28440 - no entry null
------------------
Rule 2548
ss(_1,_3,c,_2),beta_dist(_1,19.41-29.93),c_len(_3,15.0-30.0),b_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),coil_dist(_1,60.98-101.0),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,15.0-30.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,11.0-15.0) = 1
ss(_1,_3,a,_2),a_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0) = 0
-> class mips_11_07_03 "detoxification by modification"
Evaluation on training data (4955 items):
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_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_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_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_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_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
Training Accuracy: 8/8 (100.00%)
Training Frequency class 'mips_11_07_03': 56/4955 (1.13%)
Evaluation on validation data (2463 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_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_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_At5g18370 - mips_11 "disease resistance protein -like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g25370 - mips_01_06_04 "phospholipase D1-like protein"
mips_01_20_19
mips_01_20_19_99
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_01_09
mips_30_04
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_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_At1g29940 - mips_04_01 "DNA-directed RNA polymerase subunit, putative"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_20
mips_40_10_07
mips_40_10_99
at_At1g50110 - mips_01_01_01_15 "branched-chain amino acid aminotransferase like protein"
mips_01_01_01_15_02
mips_01_01_01_15_03
mips_01_01_01_15_04
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
Validation Accuracy: 5/9 (55.56%)
Validation Frequency class 'mips_11_07_03': 36/2463 (1.46%)
Evaluation on propertest data (3789 items):
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_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_At2g42010 - mips_01_06_04 "phospholipase D (PLDbeta)"
mips_01_20_19
mips_01_20_19_99
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_01_09
mips_30_04
at_At3g15730 - mips_01_06 "phospholipase D"
mips_01_06_04
mips_10_01_09
mips_11_01
mips_30_04
mips_40_02
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_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_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
Propertest Accuracy: 7/10 (70.00%)
Propertest Frequency class 'mips_11_07_03': 48/3789 (1.27%)
New (unknown) data (2463 items):
at_At2g03820 - mips_04_99 "putative nonsense-mediated mRNA decay protein"
at_At1g17820 - no entry null
at_At2g06840 - no entry null
at_At5g61250 - no entry null
at_At1g67190 - no entry null
at_At3g58830 - no entry null
at_At5g15870 - no entry null
------------------
Rule 220
ss(_1,_3,c,_2),beta_dist(_1,11.94-19.41),c_len(_3,3.0-6.0),b_len(_2,3.0-6.0) = 1
ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,23.6-33.33),b_len(_4,6.0-9.0) = 1
-> class mips_40_04_05 "microtubule cytoskeleton"
Evaluation on training data (4955 items):
at_At2g45170 mips_06_13_04 "putative microtubule-associated protein"
mips_08_07
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
at_At3g15580 mips_06_13_04 "unknown protein"
mips_08_07_05
mips_08_22
mips_40_04_05
mips_62_02_07
mips_63_99
at_At4g21980 mips_06_04 "symbiosis-related like protein"
mips_06_13
mips_06_13_04
mips_08
mips_08_07
mips_08_07_05
mips_08_22
mips_13
mips_13_03
mips_13_03_01
mips_14
mips_14_01
mips_40_02
mips_40_03
mips_40_04
mips_40_04_05
mips_62
mips_62_02
mips_62_02_07
mips_63_01
mips_63_19
mips_63_99
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_40_04_05': 29/4955 (0.59%)
Evaluation on validation data (2463 items):
at_At2g05630 mips_06_13_04 "putative microtubule-associated protein"
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
at_At3g60640 mips_06_13_04 "unknown protein"
mips_08_07_05
mips_08_22
mips_40_04_05
mips_62_02_07
mips_63_99
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_40_04_05': 23/2463 (0.93%)
Evaluation on propertest data (3789 items):
at_At4g04620 mips_06_13_04 "putative symbiosis-related protein"
mips_08_07
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
Propertest Accuracy: 1/1 (100.00%)
Propertest Frequency class 'mips_40_04_05': 30/3789 (0.79%)
New (unknown) data (2463 items):
at_At1g48730 - no entry null
at_At1g69970 - no entry null
at_At4g22580 - no entry null
at_At1g19070 - no entry null
at_At4g20480 - no entry null
at_At2g04790 - no entry null
------------------
Rule 3581
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 0
ss(_1,_3,c,_2),coil_dist(_1,1.54-41.76),c_len(_3,11.0-15.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),beta_dist(_1,0.0-5.15) = 0
-> class mips_47_03_02 "sensory organs"
Evaluation on training data (4955 items):
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_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
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_47_03_02': 31/4955 (0.63%)
Evaluation on validation data (2463 items):
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_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: 2/2 (100.00%)
Validation Frequency class 'mips_47_03_02': 16/2463 (0.65%)
Evaluation on propertest data (3789 items):
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_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_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: 4/4 (100.00%)
Propertest Frequency class 'mips_47_03_02': 27/3789 (0.71%)
New (unknown) data (2463 items):
at_At1g05780 - no entry null
at_At1g29270 - no entry null
------------------
Rule 2554
ss(_1,_3,b,_2),a_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,19.41-29.93),c_len(_3,15.0-30.0),b_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,15.0-30.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,a,_2),c_len(_2,11.0-15.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),b_len(_4,3.0-6.0) = 0
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,11.0-15.0) = 1
ss(_1,_3,a,_2),a_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0) = 0
-> class mips_47_03_09 "respiratory system"
Evaluation on training data (4955 items):
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_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_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_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
Training Accuracy: 5/5 (100.00%)
Training Frequency class 'mips_47_03_09': 40/4955 (0.81%)
Evaluation on validation data (2463 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_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_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_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_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_At1g50110 - mips_01_01_01_15 "branched-chain amino acid aminotransferase like protein"
mips_01_01_01_15_02
mips_01_01_01_15_03
mips_01_01_01_15_04
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
Validation Accuracy: 3/6 (50.00%)
Validation Frequency class 'mips_47_03_09': 18/2463 (0.73%)
Evaluation on propertest data (3789 items):
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_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_At2g42010 - mips_01_06_04 "phospholipase D (PLDbeta)"
mips_01_20_19
mips_01_20_19_99
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_01_09
mips_30_04
at_At3g15730 - mips_01_06 "phospholipase D"
mips_01_06_04
mips_10_01_09
mips_11_01
mips_30_04
mips_40_02
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_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_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
Propertest Accuracy: 3/9 (33.33%)
Propertest Frequency class 'mips_47_03_09': 21/3789 (0.55%)
New (unknown) data (2463 items):
at_At2g03820 - mips_04_99 "putative nonsense-mediated mRNA decay protein"
at_At5g28270 - no entry null
at_At5g61250 - no entry null
at_At5g15870 - no entry null
------------------
Rule 2550
ss(_1,_3,c,_2),beta_dist(_1,19.41-29.93),c_len(_3,15.0-30.0),b_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),coil_dist(_1,60.98-101.0),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,15.0-30.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,11.0-15.0) = 1
ss(_1,_3,a,_2),a_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0) = 0
-> class mips_47_03_11 "gastro-intestinal system"
Evaluation on training data (4955 items):
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_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_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_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_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_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
Training Accuracy: 8/8 (100.00%)
Training Frequency class 'mips_47_03_11': 77/4955 (1.55%)
Evaluation on validation data (2463 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_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_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_At5g18370 - mips_11 "disease resistance protein -like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g25370 - mips_01_06_04 "phospholipase D1-like protein"
mips_01_20_19
mips_01_20_19_99
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_01_09
mips_30_04
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_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_At1g29940 - mips_04_01 "DNA-directed RNA polymerase subunit, putative"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_20
mips_40_10_07
mips_40_10_99
at_At1g50110 - mips_01_01_01_15 "branched-chain amino acid aminotransferase like protein"
mips_01_01_01_15_02
mips_01_01_01_15_03
mips_01_01_01_15_04
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
Validation Accuracy: 5/9 (55.56%)
Validation Frequency class 'mips_47_03_11': 43/2463 (1.75%)
Evaluation on propertest data (3789 items):
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_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_At2g42010 - mips_01_06_04 "phospholipase D (PLDbeta)"
mips_01_20_19
mips_01_20_19_99
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_01_09
mips_30_04
at_At3g15730 - mips_01_06 "phospholipase D"
mips_01_06_04
mips_10_01_09
mips_11_01
mips_30_04
mips_40_02
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_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_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
Propertest Accuracy: 7/10 (70.00%)
Propertest Frequency class 'mips_47_03_11': 53/3789 (1.40%)
New (unknown) data (2463 items):
at_At2g03820 - mips_04_99 "putative nonsense-mediated mRNA decay protein"
at_At1g17820 - no entry null
at_At2g06840 - no entry null
at_At5g61250 - no entry null
at_At1g67190 - no entry null
at_At3g58830 - no entry null
at_At5g15870 - no entry null
------------------
Rule 221
ss(_1,_3,c,_2),beta_dist(_1,11.94-19.41),c_len(_3,3.0-6.0),b_len(_2,3.0-6.0) = 1
ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,23.6-33.33),b_len(_4,6.0-9.0) = 1
-> class mips_62_02_07 "regulator of receptor activity"
Evaluation on training data (4955 items):
at_At2g45170 mips_06_13_04 "putative microtubule-associated protein"
mips_08_07
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
at_At3g15580 mips_06_13_04 "unknown protein"
mips_08_07_05
mips_08_22
mips_40_04_05
mips_62_02_07
mips_63_99
at_At4g21980 mips_06_04 "symbiosis-related like protein"
mips_06_13
mips_06_13_04
mips_08
mips_08_07
mips_08_07_05
mips_08_22
mips_13
mips_13_03
mips_13_03_01
mips_14
mips_14_01
mips_40_02
mips_40_03
mips_40_04
mips_40_04_05
mips_62
mips_62_02
mips_62_02_07
mips_63_01
mips_63_19
mips_63_99
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_62_02_07': 14/4955 (0.28%)
Evaluation on validation data (2463 items):
at_At2g05630 mips_06_13_04 "putative microtubule-associated protein"
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
at_At3g60640 mips_06_13_04 "unknown protein"
mips_08_07_05
mips_08_22
mips_40_04_05
mips_62_02_07
mips_63_99
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_62_02_07': 8/2463 (0.32%)
Evaluation on propertest data (3789 items):
at_At4g04620 mips_06_13_04 "putative symbiosis-related protein"
mips_08_07
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
Propertest Accuracy: 1/1 (100.00%)
Propertest Frequency class 'mips_62_02_07': 16/3789 (0.42%)
New (unknown) data (2463 items):
at_At1g48730 - no entry null
at_At1g69970 - no entry null
at_At4g22580 - no entry null
at_At1g19070 - no entry null
at_At4g20480 - no entry null
at_At2g04790 - no entry null
------------------
Rule 2551
ss(_1,_3,c,_2),beta_dist(_1,19.41-29.93),c_len(_3,15.0-30.0),b_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),coil_dist(_1,60.98-101.0),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,15.0-30.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,a,_2),c_len(_2,11.0-15.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),b_len(_4,3.0-6.0) = 0
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,11.0-15.0) = 1
ss(_1,_3,a,_2),a_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0) = 0
-> class mips_63_21_05 "FAD/FMN binding"
Evaluation on training data (4955 items):
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_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_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_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_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
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'mips_63_21_05': 13/4955 (0.26%)
Evaluation on validation data (2463 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_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_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_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_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_At1g29940 - mips_04_01 "DNA-directed RNA polymerase subunit, putative"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_20
mips_40_10_07
mips_40_10_99
at_At1g50110 - mips_01_01_01_15 "branched-chain amino acid aminotransferase like protein"
mips_01_01_01_15_02
mips_01_01_01_15_03
mips_01_01_01_15_04
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
Validation Accuracy: 4/7 (57.14%)
Validation Frequency class 'mips_63_21_05': 16/2463 (0.65%)
Evaluation on propertest data (3789 items):
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_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_At2g42010 - mips_01_06_04 "phospholipase D (PLDbeta)"
mips_01_20_19
mips_01_20_19_99
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_01_09
mips_30_04
at_At3g15730 - mips_01_06 "phospholipase D"
mips_01_06_04
mips_10_01_09
mips_11_01
mips_30_04
mips_40_02
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_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_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
Propertest Accuracy: 5/9 (55.56%)
Propertest Frequency class 'mips_63_21_05': 19/3789 (0.50%)
New (unknown) data (2463 items):
at_At2g03820 - mips_04_99 "putative nonsense-mediated mRNA decay protein"
at_At1g17820 - no entry null
at_At2g06840 - no entry null
at_At5g61250 - no entry null
at_At1g67190 - no entry null
at_At5g15870 - no entry null
------------------
Rule 4611
ss(_1,_3,b,_2),c_len(_2,9.0-11.0) = 0
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),a_len(_2,6.0-9.0) = 1
ss(_1,_3,b,_2),alpha_dist(_1,45.54-101.0),b_len(_3,3.0-6.0),a_len(_2,15.0-30.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),coil_dist(_1,1.54-41.76),c_len(_4,1.0-3.0) = 1
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,1.54-41.76),c_len(_2,9.0-11.0) = 0
-> class mips_67_50_03 "symporters"
Evaluation on training data (4955 items):
at_At1g24400 mips_01_01_07 "amino acid transporter-like protein 2 (AATL2)"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g58360 mips_01_01_07 "putative protein"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
at_At1g61270 mips_01_01_07 "amino acid permease"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g71680 mips_01_01_07 "amino acid permease, putative"
mips_40_09
mips_67_10
mips_67_12
mips_67_50_03
at_At1g77380 mips_01_01 "amino acid permease AAP3"
mips_01_01_07
mips_40_09
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g80510 mips_01_01 "unknown protein"
mips_01_01_07
mips_08_99
mips_13_03
mips_13_03_01
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
mips_67_99
at_At1g08230 mips_01_01_07 "hypothetical protein"
mips_08_99
mips_40_09
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
at_At2g38120 mips_01_01 "unknown protein"
mips_01_01_07
mips_20
mips_20_20
mips_20_20_18
mips_40_09
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_99
at_At3g28960 mips_01_01_07 "hypothetical protein"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At3g56200 mips_01_01_07 "putative protein"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
mips_67_99
at_At5g01240 mips_01_01_07 "LAX1 / AUX1 -like permease"
mips_20_20
mips_20_20_18
mips_67_10
mips_67_12
mips_67_50_03
mips_67_99
Training Accuracy: 11/11 (100.00%)
Training Frequency class 'mips_67_50_03': 41/4955 (0.83%)
Evaluation on validation data (2463 items):
at_At1g67640 mips_01_01_07 "putative amino acid permease"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g76430 - mips_01_05_04 "putative phosphate transporter"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_67_07
at_At1g79820 - mips_01_05_04 "putative hexose transporter"
mips_01_05_07
mips_08_19
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_67_07
at_At3g11900 mips_01_01 "putative amino acid transporter protein"
mips_01_01_07
mips_40_09
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g44100 mips_01_01_07 "amino acid permease AAP5"
mips_08_99
mips_67
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
Validation Accuracy: 3/5 (60.00%)
Validation Frequency class 'mips_67_50_03': 25/2463 (1.02%)
Evaluation on propertest data (3789 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_At2g36590 mips_01_01_07 "putative proline transporter"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
at_At3g54690 - mips_01_01 "sugar-phosphate isomerase - like protein"
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_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_At1g16560 - mips_13_01_01_01 "Unknown protein"
mips_40_25
at_At4g14240 - mips_11_05_05 "hypothetical protein"
mips_11_05_05_01
mips_40_30
at_At5g09220 mips_01_01_07 "amino acid transport protein AAP2"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
at_At5g49630 mips_01_01_07 "amino acid permease 6 (emb|CAA65051.1)"
mips_40_09
mips_67_10
mips_67_12
mips_67_50_03
at_At1g25530 mips_01_01_07 "hypothetical protein"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
Propertest Accuracy: 4/8 (50.00%)
Propertest Frequency class 'mips_67_50_03': 28/3789 (0.74%)
New (unknown) data (2463 items):
at_At5g55380 - no entry null
at_At1g29390 - no entry null
at_At1g31300 - no entry null
at_At1g48640 - mips_08_10 "At1g48640/F11I4_17"
mips_30_19
mips_40_19
at_At1g62080 - no entry null
at_At3g27900 - no entry null
at_At4g08700 - no entry null
at_At4g14050 - no entry null
at_At4g24460 - no entry null
at_At5g19520 - no entry null
at_At5g37410 - no entry null
at_At2g21080 - no entry null
at_At2g40900 - no entry null
at_At5g12080 - no entry null
at_At1g45010 - no entry null
at_At1g50710 - no entry null
at_At2g19580 - mips_14_20 "putative senescence-associated protein 5"
------------------
Rule 5644
ss(_1,_3,a,_2),c_len(_2,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,9.0-11.0) = 1
ss(_1,_3,a,_2),a_len(_3,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,30.0-1200.0) = 1
-> class mips_67_50_25 "ABC transporters"
Evaluation on training data (4955 items):
at_At1g02530 mips_67_28 "hypothetical protein"
mips_67_50
mips_67_50_25
at_At5g58270 mips_30_25 "ABC transporter-like protein"
mips_67_50_25
at_At1g28010 mips_67_50 "hypothetical protein"
mips_67_50_25
at_At1g30400 mips_67_50_25 "AtMRP1"
at_At2g39480 mips_67_28 "putative ABC transporter"
mips_67_50
mips_67_50_25
at_At1g10680 mips_67_28 "putative P-glycoprotein-2 emb|CAA71277"
mips_67_50
mips_67_50_25
at_At3g13080 mips_67_50_25 "ABC transporter, putative"
at_At3g21250 mips_40 "unknown protein"
mips_63
mips_63_19
mips_67
mips_67_50_25
at_At3g28345 mips_67_50 "P-glycoprotein, putative, 3'partial"
mips_67_50_25
at_At3g28390 mips_67_28 "P-glycoprotein, putative"
mips_67_50
mips_67_50_25
at_At3g28860 mips_14_04 "P-glycoprotein, putative"
mips_63_19
mips_67
mips_67_50_25
at_At3g60160 mips_67_50_25 "multi resistance protein homolog"
at_At3g62150 mips_01_06 "P-glycoprotein-like proetin"
mips_08
mips_40_02
mips_63_19
mips_67
mips_67_50
mips_67_50_25
at_At4g01820 mips_67_28 "P-glycoprotein-like protein pgp3"
mips_67_50
mips_67_50_25
at_At4g28620 mips_30_25 "ABC transporter - like protein"
mips_67_50_25
at_At4g28630 mips_30_25 "half-molecule ABC transporter ATM1"
mips_67_50_25
Training Accuracy: 16/16 (100.00%)
Training Frequency class 'mips_67_50_25': 124/4955 (2.50%)
Evaluation on validation data (2463 items):
at_At1g02520 mips_67_28 "P-glycoprotein, putative"
mips_67_50_25
at_At2g34660 mips_67_50 "MRP-like ABC transporter"
mips_67_50_25
at_At3g13090 mips_67_50_25 "ABC transporter like protein"
at_At3g13100 mips_67_50 "ABC transporter, putative"
mips_67_50_25
at_At3g28380 mips_67_50 "P-glycoprotein, putative"
mips_67_50_25
at_At3g59140 mips_67_50_25 "ABC transporter-like protein"
at_At3g60970 mips_08 "ABC transporter-like protein"
mips_40_02
mips_63_19
mips_67
mips_67_50
mips_67_50_25
at_At3g62700 mips_67_50_25 "ABC transporter-like protein"
Validation Accuracy: 8/8 (100.00%)
Validation Frequency class 'mips_67_50_25': 40/2463 (1.62%)
Evaluation on propertest data (3789 items):
at_At1g04120 mips_67_50_25 "multi-drug resistance protein"
at_At2g07680 mips_67_28 "putative ABC transporter"
mips_67_50
mips_67_50_25
at_At2g47800 mips_67_50 "MRP-like ABC transporter"
mips_67_50_25
at_At3g28344 mips_67_50 "P-glycoprotein, 5' partial"
mips_67_50_25
at_At3g28360 mips_67_50_25 "P-glycoprotein like protein"
at_At3g55320 mips_67_28 "P-glycoprotein - like"
mips_67_50_25
at_At4g01830 mips_67_28 "putative P-glycoprotein-like protein"
mips_67_50_25
at_At4g18050 mips_01_06 "multidrug resistance protein/P-glycoprotein - like"
mips_06_13
mips_08
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_02
mips_63_19
mips_67
mips_67_50
mips_67_50_25
at_At4g25960 mips_67_28 "P-glycoprotein-2 (pgp2)"
mips_67_50
mips_67_50_25
at_At4g39850 mips_01 "peroxisomal ABC transporter (PED3)"
mips_01_06
mips_08
mips_40
mips_40_02
mips_63
mips_63_19
mips_67
mips_67_50
mips_67_50_25
at_At5g03910 mips_67_50_25 "ABC transporter -like protein"
at_At5g39040 mips_67_50_25 "transporter associated with antigen processing-like protein (TAP2)"
at_At5g46540 mips_67_28 "multidrug resistance p-glycoprotein"
mips_67_50_25
at_At1g27940 mips_67_50 "hypothetical protein"
mips_67_50_25
at_At1g30410 mips_08 "hypothetical protein"
mips_40_02
mips_67_50
mips_67_50_25
at_At1g30420 mips_67_50 "hypothetical protein"
mips_67_50_25
Propertest Accuracy: 16/16 (100.00%)
Propertest Frequency class 'mips_67_50_25': 71/3789 (1.87%)
New (unknown) data (2463 items):
at_At1g48300 - no entry null
at_At1g73860 - no entry null
at_At4g38070 - mips_63_06 "hypothetical protein"
------------------
Rule 1235
ss(_1,_3,a,_2),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2) = 1
ss(_1,_3,c,_2),coil_dist(_1,1.54-41.76),b_len(_2,1.0-3.0) = 1
ss(_1,_3,c,_2),beta_dist(_1,29.93-101.0),c_len(_3,6.0-9.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,45.54-101.0),coil_dist(_1,1.54-41.76),a_len(_2,30.0-1200.0) = 0
ss(_1,_3,c,_2),b_len(_2,9.0-11.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),coil_dist(_1,1.54-41.76) = 0
ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 1
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),coil_dist(_1,1.54-41.76),c_len(_4,1.0-3.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,1.54-41.76),c_len(_2,3.0-6.0) = 0
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_3),notequal(_6,_2) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,0.0-13.03),b_len(_4,3.0-6.0) = 0
-> class mips_01_03_07 "deoxyribonucleotide metabolism"
Evaluation on training data (4955 items):
at_At1g03020 mips_01_03_07 "putative glutaredoxin"
at_At1g03850 mips_01_03_07 "unknown protein (At1g03850)"
at_At1g06830 mips_01_03 "glutaredoxin like protein"
mips_01_03_07
mips_02_11
mips_11_07
mips_67_15
at_At2g30540 mips_01_03_07 "putative glutaredoxin"
at_At2g47880 mips_01_03 "putative glutaredoxin"
mips_01_03_07
mips_02_11
mips_11_07
mips_67_15
at_At4g15700 mips_01_03 "glutaredoxin homolog"
mips_02
mips_01_03_07
mips_02_11
mips_11_07
mips_67_15
at_At4g28830 - mips_03_01_05_01 "putative protein"
at_At5g20500 mips_01_03_07 "glutaredoxin"
at_At5g40370 mips_01_03_07 "glutaredoxin -like protein"
mips_67
Training Accuracy: 8/9 (88.89%)
Training Frequency class 'mips_01_03_07': 26/4955 (0.52%)
Evaluation on validation data (2463 items):
at_At1g61960 - mips_04_05_01_04_03 "hypothetical protein"
mips_30_16
at_At1g77120 - mips_01_20_01 "alcohol dehydrogenase"
mips_01_20_01_05
mips_63_17_09
at_At2g47870 mips_01_03 "putative glutaredoxin"
mips_01_03_07
mips_02_11
mips_11_07
mips_67_15
at_At3g62950 mips_01_03_07 "glutaredoxin -like protein"
at_At4g15660 mips_01_03_07 "glutaredoxin"
at_At4g15690 mips_01_03 "glutaredoxin"
mips_01_03_07
mips_02_11
mips_11_07
mips_67_15
at_At4g33350 - mips_08_02 "Tic22 -like protein"
mips_40_26
mips_40_26_03
at_At5g18600 mips_01_03_07 "glutaredoxin -like protein"
at_At5g63030 mips_01_03_07 "glutaredoxin-like protein"
Validation Accuracy: 6/9 (66.67%)
Validation Frequency class 'mips_01_03_07': 15/2463 (0.61%)
Evaluation on propertest data (3789 items):
at_At1g73720 - mips_04_05_05 "unknown protein (At1g73720)"
mips_04_05_05_01
mips_04_05_05_01_10
mips_10_01_05
mips_10_01_05_05
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_48
at_At3g21460 mips_01_03_07 "glutaredoxin, putative"
at_At3g62930 mips_01_03_07 "glutaredoxin -like protein"
at_At3g62960 mips_01_03 "glutaredoxin -like protein"
mips_01_03_07
mips_02_11
mips_11_07
mips_67_15
at_At4g15670 mips_01_03_07 "glutaredoxin"
at_At4g15680 mips_01 "glutaredoxin"
mips_01_03_07
mips_02_11
mips_67
mips_67_15
mips_98
at_At4g21530 - mips_03_03_01_01 "hypothetical protein"
mips_03_03_01_01_11
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_07_07
Propertest Accuracy: 5/7 (71.43%)
Propertest Frequency class 'mips_01_03_07': 21/3789 (0.55%)
New (unknown) data (2463 items):
at_At1g32570 - no entry null
at_At1g77910 - no entry null
at_At1g79660 - no entry null
at_At2g15170 - no entry null
at_At3g20510 - no entry null
at_At3g26360 - no entry null
at_At5g15690 - no entry null
at_At4g12990 - no entry null
at_At4g23930 - no entry null
at_At2g04170 - no entry null
at_At2g07070 - mips_29_01 "pseudogene"
mips_29_99
at_At2g24920 - no entry null
at_At3g11060 - no entry null
at_At3g30470 - no entry null
at_At3g43840 - no entry null
at_At3g49420 - mips_06_04 "putative protein"
at_At4g24300 - no entry null
at_At4g36460 - no entry null
at_At5g01430 - mips_06_04 "putative protein"
at_At5g26350 - no entry null
at_At5g35030 - no entry null
at_At5g39210 - no entry null
at_At5g64490 - no entry null
------------------
Rule 1909
ss(_1,_3,c,_2),a_len(_2,9.0-11.0) = 0
ss(_1,_3,b,_2),b_len(_3,3.0-6.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,1.0-3.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,23.6-33.33),c_len(_4,9.0-11.0) = 1
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),a_len(_5,9.0-11.0) = 1
-> class mips_13_05_99 "other cellular motility activities"
Evaluation on training data (4955 items):
at_At3g59790 mips_01_04 "mitogen-activated protein kinase-like protein"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_03
mips_11_01_03
mips_13_05
mips_13_05_99
mips_20_05
mips_20_25
mips_20_25_16
mips_20_25_16_03
mips_20_25_16_03_01
mips_20_25_16_07
at_At4g01370 mips_10_01_05_01 "MAP kinase 4"
mips_10_01_05_01_03
mips_11_01_03
mips_13_05
mips_13_05_99
mips_20_05
mips_20_25_16
mips_20_25_16_03
mips_20_25_16_03_01
mips_20_25_16_07
at_At4g36450 mips_10_01_05_01 "MAP kinase like protein"
mips_10_01_05_01_03
mips_11_01_03
mips_13_05
mips_13_05_99
mips_20_05
mips_20_25_16_03
mips_20_25_16_03_01
mips_20_25_16_07
at_At5g14640 - mips_25_05_07 "protein kinase MSK-3 - like"
Training Accuracy: 3/4 (75.00%)
Training Frequency class 'mips_13_05_99': 4/4955 (0.08%)
Evaluation on validation data (2463 items):
at_At1g01560 - mips_10_01_05_01 "hypothetical protein"
mips_10_01_05_01_03
mips_13_05
mips_20_25_16_07
mips_47_03_15
mips_47_03_15_05
mips_47_03_21
mips_47_03_21_02
mips_47_03_21_03
mips_47_03_21_03_01
mips_47_03_21_03_05
at_At1g59580 - mips_10_01_05_01 "putative mitogen-activated protein kinase MMK2"
mips_10_01_05_01_03
mips_13_05
mips_20_25_16
at_At1g10210 mips_10_01_05 "putative mitogen-activated protein kinase, MAP Kinase 1"
mips_10_01_05_01
mips_10_01_05_01_03
mips_11_01_03
mips_13_05
mips_13_05_99
mips_20_05
mips_20_25
mips_20_25_16_03
mips_20_25_16_03_01
mips_20_25_16_07
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_At4g11330 mips_10_01_05_01 "MAP kinase (ATMPK5)"
mips_10_01_05_01_03
mips_11_01_03
mips_13_05
mips_13_05_99
mips_20_05
mips_20_25_16
mips_20_25_16_03
mips_20_25_16_03_01
mips_20_25_16_07
Validation Accuracy: 2/5 (40.00%)
Validation Frequency class 'mips_13_05_99': 4/2463 (0.16%)
Evaluation on propertest data (3789 items):
at_At2g18170 - mips_01_04 "MAP kinase (ATMPK7)"
mips_03_01_01
mips_13_11_03
mips_25_01
mips_25_01_01
mips_25_05_15
mips_33
mips_33_03
mips_33_03_17
mips_35
mips_35_03
mips_35_03_12
at_At3g45640 mips_10_01_05 "mitogen-activated protein kinase 3"
mips_10_01_05_01
mips_10_01_05_01_03
mips_11_01_03
mips_13_05
mips_13_05_99
mips_20_05
mips_20_25_16
mips_20_25_16_03
mips_20_25_16_03_01
mips_20_25_16_07
Propertest Accuracy: 1/2 (50.00%)
Propertest Frequency class 'mips_13_05_99': 2/3789 (0.05%)
New (unknown) data (2463 items):
at_At5g40860 - no entry null
at_At2g42470 - no entry null
at_At2g45900 - no entry null
at_At4g12650 - mips_08_07 "putative protein"
mips_40_22
mips_67_01
at_At4g30630 - no entry null
------------------
Rule 5325
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),a_len(_3,11.0-15.0) = 1
ss(_1,_3,c,_2),c_len(_3,9.0-11.0),b_len(_2,3.0-6.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3) = 0
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,3.0-6.0) = 1
ss(_1,_3,c,_2),c_len(_3,3.0-6.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,1.0-3.0) = 0
ss(_1,_3,c,_2),a_len(_2,30.0-1200.0),ss(_1,_2,a,_4),notequal(_4,_2),notequal(_4,_3),c_len(_4,1.0-3.0) = 0
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,11.0-15.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,1.54-41.76),c_len(_2,9.0-11.0) = 1
ss(_1,_3,a,_2),a_len(_3,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,30.0-1200.0) = 0
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,15.0-30.0) = 0
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,1.0-3.0) = 0
-> class mips_04_05_99 "other mRNA-transcription activities"
Evaluation on training data (4955 items):
at_At1g02060 mips_04_05_99 "unknown protein"
at_At1g22820 mips_04_05_99 "hypothetical protein, 3' partial"
at_At1g22960 mips_04_05_99 "putative salt-inducible protein"
at_At5g46580 mips_04_05_99 "putative protein"
at_At5g65560 mips_04_05_99 "putative protein"
at_At1g52640 mips_04_05_99 ""
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_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_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_At1g79080 mips_04_05_99 "hypothetical protein"
at_At1g79540 mips_04_05_99 "hypothetical protein"
at_At2g01390 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_At2g26790 mips_04 "putative salt-inducible protein"
mips_04_05
mips_04_05_99
mips_99
at_At1g08610 mips_04_05_99 "hypothetical protein"
at_At2g41100 - mips_63_17_01 "calmodulin-like protein"
at_At2g48000 mips_04_05_99 "hypothetical protein"
at_At3g07290 mips_04_05_99 "hypothetical protein"
at_At1g10910 mips_04_05_99 "membrane-associated salt-inducible protein isolog"
at_At1g11900 mips_04_05_99 "hypothetical protein"
at_At1g12300 mips_04_05_99 "hypothetical protein"
at_At1g12310 - mips_10_01_09 "putative protein"
mips_10_01_09_03
at_At3g13160 mips_04_05_99 "unknown protein"
at_At3g24570 - mips_11_07_07 "unknown protein"
mips_30_19
mips_40_19
at_At3g42630 mips_04_05_99 "unknown protein"
at_At1g13800 mips_04_05_99 "hypothetical protein"
at_At3g49240 mips_04_05_99 "putative protein"
at_At3g52450 - mips_08_01 "putative protein"
mips_30_10
mips_30_10_05
at_At3g53170 mips_04_05_99 "nodulin / glutamate-ammonia ligase - like protein"
at_At3g53700 mips_04_05_99 "putative protein"
at_At3g60980 mips_04_05_99 "putative protein"
at_At4g01570 mips_04_05_99 "hypothetical protein"
at_At1g16830 mips_04_05_99 "hypothetical 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_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_At1g18900 mips_04_05_99 "hypothetical protein"
at_At5g02860 mips_04_05_99 "putative protein"
at_At1g19280 mips_04_05_99 "hypothetical protein, 3' partial"
at_At5g14080 mips_04_05_99 "putative protein"
at_At5g41170 mips_04_05_99 "salt-inducible protein-like"
Training Accuracy: 41/47 (87.23%)
Training Frequency class 'mips_04_05_99': 88/4955 (1.78%)
Evaluation on validation data (2463 items):
at_At1g56380 - mips_04_05_01_04_03 "hypothetical protein"
mips_30_16
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_At1g80150 mips_04_05_99 ""
at_At2g01280 - mips_04_01 "putative transcription factor IIIB 70 KD subunit (TFIIIB)"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_04_01
at_At2g06000 mips_04_05 "hypothetical protein"
mips_04_05_99
at_At2g18940 mips_04_05_99 "putative salt-inducible protein"
at_At2g31400 mips_04_05_99 "unknown protein"
at_At3g06920 mips_04_05_99 "hypothetical protein"
at_At3g18020 mips_04_05_99 "hypothetical protein"
at_At3g18970 - mips_30_26 "hypothetical protein"
mips_30_26_03
at_At3g23020 mips_04_05_99 "hypothetical protein"
at_At1g14470 mips_04_05_99 "hypothetical protein"
at_At3g54980 mips_02_30 "putative protein"
mips_04_05_99
at_At3g62470 mips_04_05_99 "putative protein"
at_At4g38160 - mips_04_05_01_04_03 "putative protein"
mips_30_16
at_At5g42310 mips_04_05_99 "maize crp1 protein-like"
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_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
at_At5g67570 mips_04_05_99 "putative protein"
at_At1g31840 mips_04_05_99 "hypothetical protein"
Validation Accuracy: 16/22 (72.73%)
Validation Frequency class 'mips_04_05_99': 44/2463 (1.79%)
Evaluation on propertest data (3789 items):
at_At1g02690 - mips_03_01_05_03 "importin alpha, putative"
mips_08_01
mips_30_10_05
mips_40_10_05
at_At1g03100 mips_02_30 "hypothetical protein"
mips_04_05_99
mips_08_99
at_At1g03560 mips_04_05_99 "hypothetical protein"
at_At1g63400 mips_04_05_99 "PPR-repeat protein"
at_At1g63630 mips_04_05_99 "hypothetical protein"
at_At1g80270 mips_02_30 "Unknown protein (At1g80270; F5I6.2)"
mips_04_05_99
mips_08_99
at_At2g14860 - mips_11_07 "22 kDa peroxisomal membrane protein"
mips_11_07_07
mips_30_19
mips_40_19
at_At1g09900 mips_04_05_99 "hypothetical protein"
at_At2g32630 mips_04_05_99 "putative salt-inducible protein"
at_At2g38290 - mips_08_19 "putative ammonium transporter"
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_04_07
at_At2g41720 mips_04_05_99 "putative salt-inducible protein"
at_At3g11380 mips_04_05_99 "hypothetical protein"
at_At3g16010 mips_04_05_99 "hypothetical protein"
at_At1g11710 mips_04_05_99 "putative salt-inducible protein"
at_At3g48810 mips_04_05_99 "putative protein"
at_At1g14090 mips_04_05_99 "unknown protein"
at_At1g15480 mips_02_30 "hypothetical protein"
mips_04_05_99
at_At3g60960 mips_04_05_99 "putative protein"
at_At4g01990 mips_04_05_99 "unknown protein"
at_At5g12100 mips_04_05_99 "putative protein"
at_At5g13730 - mips_04_05 "sigma-like factor (SIG4)"
mips_04_05_01
mips_04_05_01_01
mips_04_05_01_04
mips_11
mips_11_01
mips_11_01_03
mips_11_01_05
mips_11_01_99
mips_14
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_14_10
mips_14_10_90
mips_40_37
mips_63_03
mips_63_03_01
at_At5g13770 mips_04_05_99 "putative protein"
at_At5g15980 mips_04 "putative protein"
mips_04_05
mips_04_05_99
mips_99
at_At5g28460 mips_04_05_99 "putative protein"
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_At5g50280 mips_04_05_99 "putative protein"
at_At5g61990 mips_04_05_99 "unknown protein"
at_At1g30290 mips_04_05_99 "hypothetical protein"
Propertest Accuracy: 26/30 (86.67%)
Propertest Frequency class 'mips_04_05_99': 73/3789 (1.93%)
New (unknown) data (2463 items):
at_At1g02420 - no entry null
at_At5g43790 - no entry null
at_At5g46100 - no entry null
at_At5g47360 - no entry null
at_At5g48910 - no entry null
at_At5g52850 - no entry null
at_At5g55740 - mips_02_30 "selenium-binding protein-like"
mips_08_99
at_At5g56310 - no entry null
at_At5g57250 - no entry null
at_At5g60960 - no entry null
at_At5g63480 - no entry null
at_At5g66500 - mips_02_30 "putative protein"
mips_08_99
at_At1g26900 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g52620 - no entry null
at_At1g05360 - no entry null
at_At1g56570 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g77170 - no entry null
at_At1g06940 - no entry null
at_At2g01510 - no entry null
at_At2g13600 - no entry null
at_At2g17140 - no entry null
at_At2g17670 - no entry null
at_At2g20540 - mips_99 "unknown protein"
at_At2g21090 - no entry null
at_At2g27610 - no entry null
at_At1g09410 - no entry null
at_At3g09040 - mips_02_30 "hypothetical protein"
mips_08_99
at_At3g11350 - no entry null
at_At3g12770 - no entry null
at_At3g14330 - no entry null
at_At3g17110 - no entry null
at_At3g47840 - mips_02 "putative protein"
mips_02_30
mips_08
mips_08_99
mips_99
at_At3g48250 - no entry null
at_At3g58230 - mips_99 "putative protein"
at_At3g59040 - no entry null
at_At4g13590 - no entry null
at_At4g14820 - no entry null
at_At4g18520 - mips_06 "putative protein"
mips_06_01
mips_99
at_At4g18650 - no entry null
at_At4g19220 - mips_02 "putative protein"
mips_02_30
mips_08
mips_08_99
mips_99
at_At4g25270 - mips_02_30 "putative protein"
mips_06_01
mips_08_99
at_At4g26680 - no entry null
at_At4g31850 - no entry null
at_At4g34330 - no entry null
at_At4g36680 - no entry null
at_At5g08510 - no entry null
at_At1g20300 - no entry null
at_At5g15340 - no entry null
at_At5g18340 - no entry null
at_At5g27110 - no entry null
at_At5g27460 - no entry null
at_At5g28370 - no entry null
at_At5g39680 - no entry null
at_At1g03260 - mips_40_30 "hypothetical protein"
at_At1g68930 - no entry null
at_At1g71210 - no entry null
at_At1g71460 - mips_02_30 "unknown protein"
mips_08_99
at_At2g15990 - no entry null
at_At2g17210 - no entry null
at_At1g07590 - no entry null
at_At1g09820 - no entry null
at_At2g39620 - mips_02_30 "hypothetical protein"
mips_08_99
at_At3g14730 - no entry null
at_At3g20730 - mips_02_30 "unknown protein"
mips_06
mips_08_99
at_At3g22670 - no entry null
at_At3g23330 - no entry null
at_At3g29290 - mips_06_01 "hypothetical protein"
at_At3g49710 - no entry null
at_At3g58590 - no entry null
at_At4g08210 - mips_02_30 "putative protein"
mips_08_99
at_At4g33990 - no entry null
at_At4g37170 - no entry null
at_At5g02830 - mips_06 "putative protein"
mips_06_01
at_At5g09450 - no entry null
at_At5g10690 - mips_06_01 "unknown protein"
at_At5g14820 - no entry null
at_At5g16640 - no entry null
at_At5g27270 - mips_05_07 "putative protein"
at_At5g42450 - no entry null
at_At1g22830 - no entry null
at_At5g43460 - mips_14_10 "Nicotiana lesion-inducing like"
at_At5g46460 - no entry null
at_At5g62370 - no entry null
at_At1g33500 - no entry null
at_At1g43010 - no entry null
at_At1g03540 - no entry null
at_At1g31790 - no entry null
at_At1g43980 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g54470 - no entry null
at_At1g55890 - no entry null
at_At1g56690 - no entry null
at_At1g60770 - no entry null
at_At1g62350 - no entry null
at_At1g62910 - no entry null
at_At1g64310 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g74400 - no entry null
at_At1g05750 - no entry null
at_At1g74900 - no entry null
at_At1g77150 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g77340 - mips_06_01 ""
at_At1g80550 - no entry null
at_At2g01360 - no entry null
at_At2g03380 - mips_02_30 "unknown protein"
mips_08_99
at_At2g03880 - no entry null
at_At2g14240 - no entry null
at_At2g20710 - no entry null
at_At2g21870 - no entry null
at_At2g28050 - no entry null
at_At1g09220 - no entry null
at_At2g33680 - mips_02_30 "hypothetical protein"
at_At2g39230 - no entry null
at_At3g11460 - no entry null
at_At3g17040 - no entry null
at_At3g19250 - no entry null
at_At3g21470 - no entry null
at_At3g61520 - no entry null
at_At4g14170 - no entry null
at_At4g18750 - no entry null
at_At4g18840 - mips_06_01 "putative protein"
at_At4g20770 - mips_02_30 "putative protein"
mips_08_99
at_At4g21170 - no entry null
at_At4g26800 - no entry null
at_At1g19520 - no entry null
at_At4g31070 - mips_06_01 "putative protein"
at_At4g32430 - mips_02 "putative protein"
mips_02_30
mips_08_99
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_At5g10090 - no entry null
at_At5g14770 - no entry null
at_At5g16420 - no entry null
at_At1g21150 - no entry null
at_At1g23450 - no entry null
at_At5g27300 - no entry null
at_At5g37570 - mips_06_01 "putative protein"
at_At1g28000 - no entry null
at_At5g59200 - no entry null
------------------
Rule 2493
ss(_1,_3,c,_2),a_len(_2,15.0-30.0) = 1
ss(_1,_3,c,_2),coil_dist(_1,53.24-60.98),c_len(_3,6.0-9.0),b_len(_2,1.0-3.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,48.08-53.24),c_len(_3,11.0-15.0),a_len(_2,3.0-6.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,0.0-13.03),c_len(_3,3.0-6.0),b_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),c_len(_3,3.0-6.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,15.0-30.0) = 0
ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,11.0-15.0) = 0
ss(_1,_3,c,_2),a_len(_2,11.0-15.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),c_len(_4,15.0-30.0) = 1
ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,53.24-60.98),c_len(_2,6.0-9.0) = 0
ss(_1,_3,b,_2),c_len(_2,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,b,_2),b_len(_3,1.0-3.0),a_len(_2,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3) = 0
ss(_1,_3,a,_2),beta_dist(_1,19.41-29.93),coil_dist(_1,48.08-53.24),c_len(_2,15.0-30.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,19.41-29.93),c_len(_2,15.0-30.0),a_len(_3,3.0-6.0) = 0
ss(_1,_3,a,_2),c_len(_2,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,6.0-9.0) = 0
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,11.0-15.0) = 1
ss(_1,_3,a,_2),a_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),alpha_dist(_1,13.03-23.6) = 0
-> class mips_01_04_01 "phosphate utilization"
Evaluation on training data (4955 items):
at_At5g42720 mips_01_04 "beta-1,3-glucanase-like protein"
mips_01_04_01
mips_11_05_03
at_At5g58090 mips_01_04 "predicted GPI-anchored protein"
mips_01_04_01
mips_11_05_03
mips_30_01
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_At1g61810 - mips_01_05_01_01_02 "hypothetical protein"
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_At2g22530 mips_01_04_01 "unknown protein"
mips_01_20_01
mips_01_20_01_07
mips_06_13
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_14_04_03_05
mips_20_03
mips_40_01
at_At2g26600 mips_01_04_01 "beta-1,3-glucanase like protein"
mips_11_05
mips_11_05_03
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_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_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_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_At4g34480 mips_01_04_01 "putative protein (fragment)"
at_At5g09870 - mips_01_05_01_03_02 "cellulose synthase catalytic subunit"
at_At5g18220 mips_01_04_01 "beta-1,3-glucanase - like predicted GPI-anchored protein"
at_At5g42100 mips_01_04_01 "beta-1,3-glucanase - like predicted GPI-anchored protein"
mips_11_05_03
Training Accuracy: 15/19 (78.95%)
Training Frequency class 'mips_01_04_01': 35/4955 (0.71%)
Evaluation on validation data (2463 items):
at_At2g12040 - mips_03_01_03 "T10J7.2"
mips_03_01_05
mips_03_01_05_03
at_At2g18790 - mips_01_04_04 "phytochrome B"
mips_06_07_03
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_11_05_05_99
mips_40_01
mips_40_30
at_At1g07180 - mips_02_11_05 "unknown protein"
mips_02_13
mips_67_15
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_At4g01730 - mips_06_07_01 "hypothetical protein"
mips_08_19
mips_48
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_At4g24000 - mips_01_05_01_01 "putative protein"
mips_01_05_01_03_02
at_At4g31140 mips_01_04_01 "1,3-beta-glucanase - like predicted GPI-anchored protein"
mips_11_05_03
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_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_At5g36890 - mips_01_05_01_01_01 "beta-glucosidase -like protein"
mips_01_05_01_01_02
mips_02_01
at_At5g37160 - mips_01_03_16 "sen1-like protein"
mips_04_03
mips_04_03_03
mips_04_03_99
mips_04_07
mips_05_07
mips_63_03_03
at_At5g56590 mips_01_04 "beta-1,3-glucanase-like protein"
mips_01_04_01
mips_01_05_01
mips_30_01
at_At5g58050 - mips_01_06_01_01 "aluminium tolerance associated - like predicted GPI-anchored protein"
mips_01_06_01_03
mips_01_06_04
mips_11_01_11
mips_11_07_99
mips_40_27
mips_40_27_99
Validation Accuracy: 3/14 (21.43%)
Validation Frequency class 'mips_01_04_01': 22/2463 (0.89%)
Evaluation on propertest data (3789 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_At1g64760 mips_01_04_01 "hypothetical protein"
at_At1g65840 - mips_01_20_17_03 "polyamine oxidase, putative"
mips_01_20_50
mips_10
mips_13_03
mips_13_03_01
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_At1g79690 - mips_01_06_01_07 "unknown protein (At1g79690)"
mips_01_06_01_07_11
mips_01_06_01_07_13
mips_40_19
at_At2g03270 - mips_01_03 "helicase like protein"
mips_01_03_16
mips_03
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_01_99
mips_03_01_05_03
mips_03_03
mips_03_03_01
mips_03_03_02
mips_04_07
mips_05
mips_05_07
mips_40_03
mips_63_03
mips_63_03_01
mips_63_03_03
mips_63_19
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_At1g09570 - mips_06_07 "putative phytochrome A"
mips_06_07_03
mips_10_01
mips_10_01_01
mips_10_01_99
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_14
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_01
at_At2g45880 - mips_02 "putative beta-amylase"
mips_01_05_01
mips_01_05_01_01
mips_02_19
mips_02_99
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_At3g12580 - mips_06_01 "putative protein"
mips_11_01_05
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
mips_67_99
at_At1g12000 - mips_01_05_04 "putative pyrophosphate-fructose-6-phosphate 1-phosphotransferase"
mips_02_01
at_At3g46570 - mips_01_05_01 "glucosidase-like protein"
mips_01_05_01_01
mips_11_05
mips_11_05_03
at_At3g49830 - mips_03_01_05_01 "RuvB DNA helicase - like protein"
mips_03_01_05_03
mips_11_01_05
mips_11_01_09
mips_48
mips_62_01_07
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_At4g18130 - mips_06_07_03 "phytochrome E"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_11_05_05_99
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_01
mips_40_30
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_At1g18500 - mips_01_01_01 "2-isopropylmalate synthase, putative"
mips_01_01_01_15
mips_01_01_01_15_03
mips_01_07
mips_63_21
mips_63_21_15
at_At4g29360 mips_01_04_01 "beta-1,3-glucanase-like protein"
at_At5g14220 - mips_01_07_01 "protoporphyrinogen IX oxidase"
mips_40_26
mips_40_26_03
mips_63_21
mips_63_21_07
at_At5g35840 - mips_06_07_03 "phytochrome C (sp|P14714)"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_01
mips_40_30
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"
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
Propertest Accuracy: 9/27 (33.33%)
Propertest Frequency class 'mips_01_04_01': 28/3789 (0.74%)
New (unknown) data (2463 items):
at_At5g55700 - mips_02_19 "beta-amylase"
mips_02_99
at_At1g76090 - mips_40_99 "putative protein"
at_At3g19870 - no entry null
at_At4g14180 - no entry null
at_At4g21490 - mips_02_08 "NADH dehydrogenase like protein"
mips_02_11
mips_02_13
mips_67_15
at_At5g08410 - no entry null
at_At3g15520 - no entry null
at_At3g23410 - no entry null
at_At1g17600 - no entry null
at_At5g41390 - no entry null
at_At1g35060 - mips_29 "hypothetical protein"
mips_29_02
at_At1g56510 - no entry null
at_At1g63210 - no entry null
at_At1g67570 - mips_99 "unknown protein"
at_At1g77790 - no entry null
at_At2g04310 - mips_29 "Mutator-like transposase"
mips_29_02
at_At2g06860 - no entry null
at_At2g40550 - no entry null
at_At3g29782 - no entry null
at_At3g57270 - no entry null
at_At4g17250 - no entry null
at_At4g28220 - mips_02_08 "putative NADH dehydrogenase"
mips_02_11
mips_02_13
mips_67_15
at_At5g46490 - no entry null
------------------
Rule 1429
ss(_1,_3,c,_2),a_len(_2,30.0-1200.0) = 0
ss(_1,_3,a,_2),c_len(_2,1.0-3.0) = 1
ss(_1,_3,c,_2),beta_dist(_1,11.94-19.41),c_len(_3,30.0-1200.0),b_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,33.33-45.54),coil_dist(_1,48.08-53.24),c_len(_3,30.0-1200.0) = 1
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),b_len(_3,6.0-9.0),a_len(_2,3.0-6.0) = 0
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,6.0-9.0) = 0
ss(_1,_3,b,_2),b_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,6.0-9.0) = 1
ss(_1,_3,a,_2),beta_dist(_1,5.15-11.94),c_len(_2,11.0-15.0),a_len(_3,6.0-9.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,5.15-11.94),c_len(_2,6.0-9.0),a_len(_3,15.0-30.0) = 0
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,11.0-15.0) = 0
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),a_len(_5,9.0-11.0) = 1
-> class mips_01_20_17 "biosynthesis of secondary products derived from primary amino acids"
Evaluation on training data (4955 items):
at_At1g22360 mips_01_20_17_07 "putative protein"
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
at_At1g30530 mips_01_20_17 "putative UDP-gulcoronosyl and UDP-glucosyl transferase family protein"
mips_01_20_17_07
at_At1g50580 mips_01 "rhamnosyltransferase, putative"
mips_01_05
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_99
at_At2g15490 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g22590 mips_01_20_17_07 "putative anthocyanidin-3-glucoside rhamnosyltransferase"
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_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_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_At4g14100 mips_01_20_17_07 "glucosyltransferase like protein"
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_At4g27570 mips_01_20_17 "UDP rhamnose--anthocyanidin-3-glucoside rhamnosyltransferase - like protein"
mips_01_20_17_07
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_At5g05870 mips_01_20_17_07 "glucuronosyl transferase-like protein"
at_At5g05890 mips_01_20_17_07 "glucuronosyl transferase-like protein"
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_At5g38040 mips_01_20_17 "glucosyltransferase-like protein"
mips_01_20_17_07
Training Accuracy: 32/32 (100.00%)
Training Frequency class 'mips_01_20_17': 222/4955 (4.48%)
Evaluation on validation data (2463 items):
at_At1g01390 mips_01_20_17_07 "flavonol 3-o-glucosyltransferase, putative"
mips_01_20_35
mips_01_20_35_01
at_At1g05530 mips_01_20_17_07 "hypothetical protein"
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_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_At2g23250 mips_01_20_17 "putative glucosyltransferase"
mips_01_20_17_07
at_At2g26480 mips_01_20_17_07 "putative glucosyltransferase"
at_At1g07260 mips_01_20_17 "hypothetical protein"
mips_01_20_17_07
at_At2g43820 mips_01_20_17_07 "putative glucosyltransferase"
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_At4g04070 - mips_13_05 "hypothetical protein"
mips_25_05_15
mips_35_03_12
mips_63_06
at_At4g15260 mips_01_20_17_07 "glucosyltransferase"
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_At5g18120 - mips_02 "putative protein"
mips_01_06
mips_01_06_13
mips_02_11
mips_06_01
mips_06_04
mips_06_07
mips_40_07
at_At5g38010 mips_01_20 "glucosyltransferase-like protein"
mips_01_20_17
mips_01_20_17_07
mips_11_07
at_At5g38530 mips_01_01_01 "tryptophan synthase beta chain"
mips_01_01_01_07
mips_01_01_01_07_03
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_01_10_03
mips_01_01_10_05
mips_01_20_17
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
at_At5g61850 - mips_14_01_03 "LFY floral meristem identity control protein, splice form 1"
at_At1g50140 - mips_02_11_05 "hypothetical protein, 5' partial"
mips_03_03_05
mips_03_03_05_01
mips_06_01
mips_08_07
Validation Accuracy: 12/19 (63.16%)
Validation Frequency class 'mips_01_20_17': 93/2463 (3.78%)
Evaluation on propertest data (3789 items):
at_At1g61850 - mips_01_06_99 "hypothetical protein"
mips_65
at_At1g72440 - mips_04_05 "hypothetical protein"
mips_04_05_01
mips_04_05_01_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_05
mips_05_99
mips_14
mips_14_01
mips_14_01_03
mips_25
mips_25_05
mips_25_05_09
mips_25_05_25
mips_30
mips_30_99
mips_40_10_03
mips_63_03
mips_63_03_01
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_At1g80350 - mips_03_03_01_01 "CAD ATPase (AAA1)"
mips_03_03_04
mips_03_03_04_07
mips_03_03_05
mips_03_03_05_01
mips_06_01
mips_14_01
mips_30_04
mips_40_07
at_At2g18570 mips_01_20_17_07 "putative flavonol 3-O-glucosyltransferase"
at_At2g30140 mips_01_20_17 "putative glucosyltransferase"
mips_01_20_17_07
at_At3g16290 - mips_02 "putative FtsH-like metalloprotease"
mips_02_11
mips_02_11_05
mips_03_03
mips_03_03_01
mips_06_04
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_08
mips_08_07
mips_08_07_25
mips_40_07
mips_40_08
mips_40_09
at_At3g21800 mips_01_05_01 "putative UDP-glucose glucosyltransferase"
mips_01_20
mips_01_20_17
mips_01_20_17_07
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_At3g53160 mips_01_20_17_07 "glucosyltransferase - like protein"
at_At3g54720 - mips_01_20_05 "peptidase like protein"
mips_01_20_05_99
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_03
mips_13_03_01
mips_47_03_15
mips_47_03_15_09
at_At3g55700 mips_01_20_17_07 "glucuronosyl transferase - like protein"
at_At4g01070 mips_01_20_17_07 "putative flavonol glucosyltransferase"
mips_01_20_35
mips_01_20_35_01
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_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_At5g26310 mips_01_20_17_07 "UTP-glucose glucosyltransferase - like protein"
at_At5g49980 - mips_10_01 "transport inhibitor response 1 protein"
mips_10_01_01
mips_20_20
mips_20_20_18
at_At5g54060 mips_01_20_17_07 "flavonol 3-O-glucosyltransferase-like"
at_At1g26700 - mips_11_05_01 "membrane protein Mlo14"
mips_11_05_03
at_At5g59590 mips_01_20_17 "glucuronosyl transferase - like protein"
mips_01_20_17_07
mips_11_07
at_At5g61870 - mips_14_01 "LFY floral meristem identity control protein, splice form 3"
mips_14_01_03
mips_25_03
Propertest Accuracy: 20/28 (71.43%)
Propertest Frequency class 'mips_01_20_17': 184/3789 (4.86%)
New (unknown) data (2463 items):
at_At1g01040 - mips_04_99 "CAF protein"
at_At5g61450 - no entry null
at_At5g62270 - no entry null
at_At1g35220 - no entry null
at_At1g66350 - mips_25_03 "gibberellin regulatory protein, putative"
at_At1g78610 - no entry null
at_At3g32080 - no entry null
at_At1g15020 - mips_02_11 "thioredoxin, putative"
mips_14_01
at_At4g33300 - no entry null
at_At5g32600 - no entry null
at_At1g73110 - no entry null
at_At3g50740 - no entry null
at_At2g03220 - no entry null
at_At3g28880 - mips_63_07 "hypothetical protein"
at_At4g03090 - no entry null
at_At4g18560 - no entry null
------------------
Rule 1105
ss(_1,_3,c,_2),coil_dist(_1,53.24-60.98),c_len(_3,9.0-11.0),a_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,48.08-53.24),c_len(_3,9.0-11.0),b_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,48.08-53.24),c_len(_3,1.0-3.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,23.6-33.33),c_len(_3,15.0-30.0),a_len(_2,15.0-30.0) = 1
ss(_1,_3,c,_2),c_len(_3,3.0-6.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,15.0-30.0) = 0
ss(_1,_3,c,_2),c_len(_3,3.0-6.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_6,b,_5),notequal(_6,_2),notequal(_6,_4),notequal(_6,_3),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_5,c,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),b_len(_4,1.0-3.0) = 1
ss(_1,_3,c,_2),b_len(_2,6.0-9.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),c_len(_4,3.0-6.0) = 1
ss(_1,_3,c,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,19.41-29.93),c_len(_4,30.0-1200.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),alpha_dist(_1,23.6-33.33),b_len(_3,9.0-11.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),alpha_dist(_1,23.6-33.33),c_len(_2,1.0-3.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,23.6-33.33),c_len(_4,11.0-15.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,23.6-33.33),c_len(_4,9.0-11.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,29.93-101.0),c_len(_2,3.0-6.0),a_len(_3,15.0-30.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,19.41-29.93),c_len(_2,15.0-30.0),a_len(_3,15.0-30.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,11.94-19.41),c_len(_2,30.0-1200.0),a_len(_3,6.0-9.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,5.15-11.94),c_len(_2,11.0-15.0),a_len(_3,6.0-9.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,5.15-11.94),c_len(_2,6.0-9.0),a_len(_3,15.0-30.0) = 0
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,11.0-15.0) = 0
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 1
ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,1.0-3.0) = 0
ss(_1,_3,a,_2),a_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0) = 0
ss(_1,_3,a,_2),a_len(_3,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,1.0-3.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),b_len(_5,1.0-3.0) = 0
-> class mips_01_20_17 "biosynthesis of secondary products derived from primary amino acids"
Evaluation on training data (4955 items):
at_At1g22390 mips_01 "hypothetical protein, 3' partial"
mips_01_05
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_99
at_At1g22400 mips_01_20_17 "Putative UDP-glucose glucosyltransferase"
mips_01_20_17_07
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
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_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_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_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_At2g31740 mips_01_01_01_03 "unknown protein"
mips_01_07_01
mips_01_20_17_03
at_At2g34550 mips_01_20_17_07 "putative gibberellin 2-oxidase"
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_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_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_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_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_At1g15540 mips_01_01_99 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
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_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_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_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
Training Accuracy: 31/31 (100.00%)
Training Frequency class 'mips_01_20_17': 222/4955 (4.48%)
Evaluation on validation data (2463 items):
at_At1g02400 mips_01_01_99 "hypothetical protein"
mips_01_20_17_07
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_At2g21470 - mips_06_07_07 "putative ubiquitin activating enzyme"
mips_10_01_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_99
at_At2g24940 - mips_10_05_02 "putative steroid binding protein"
mips_30_27
mips_63_13
mips_63_13_99
mips_63_99
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_At3g54610 - mips_03_01 "histone acetyltransferase (HAT1)"
mips_03_01_01
mips_03_01_09
mips_03_01_09_05
mips_03_03
mips_03_03_01
mips_04_05_01_04_01
mips_04_99
mips_06_07_04
mips_13_11
mips_13_11_03
mips_25_01
mips_25_01_01
mips_47_03_15
mips_47_03_15_01
at_At3g54780 - mips_25 "putative protein"
mips_25_05
mips_25_05_10
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
mips_40_02
mips_40_27
mips_67
mips_67_01
mips_67_04
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_At4g21690 mips_01_20_13 "gibberellin 3 beta-hydroxylase - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g17740 - mips_01_01_01_11 "unknown protein"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_02_01
mips_02_07
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_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_47_03_01_01_01_01
mips_47_03_02
at_At5g01930 - mips_01 "(1-4)-beta-mannan endohydrolase-like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
at_At5g11480 - mips_05_04_01 "putative GTP-binding protein"
mips_10_01_05_05
at_At5g20550 mips_01_20_17_07 "ethylene-forming-enzyme-like dioxygenase - like"
at_At5g56660 - mips_01_01 "IAA-amino acid hydrolase (gb|AAC04866.1)"
mips_01_01_01
mips_01_01_04
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_06_13
mips_63_17
mips_63_17_11
at_At5g67460 - mips_01_04_01 "putative protein"
Validation Accuracy: 6/16 (37.50%)
Validation Frequency class 'mips_01_20_17': 93/2463 (3.78%)
Evaluation on propertest data (3789 items):
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_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_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_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_At2g07690 - mips_03 "putative DNA replication licensing factor, mcm5"
mips_03_01
mips_03_01_03
mips_03_03
mips_03_03_01
mips_14_04
mips_25_05
mips_63_01
mips_63_19
at_At2g16500 mips_01_01_01_07 "arginine decarboxylase"
mips_01_01_01_07_06
mips_01_01_01_07_06_01
mips_01_20_17_03
mips_01_20_29
mips_01_20_50
mips_03_03_01_01
mips_03_03_01_01_03
mips_03_03_01_01_09
mips_13_03
mips_13_03_05
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_At3g21420 mips_01_20_17 "unknown protein"
mips_01_20_17_07
at_At3g22230 - mips_05 "ribosomal protein L27, putative"
mips_05_01
mips_05_01_01
mips_05_04
mips_06_10
mips_40_03
mips_48
mips_63_03
mips_63_03_03
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_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_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_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_At4g39740 - mips_02_13 "putative protein"
mips_02_13_05
mips_08_04
mips_45_03_12
mips_45_03_12_01
mips_45_03_12_02
mips_45_03_12_03
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_67_04_01
mips_67_04_01_01
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_At5g13320 - mips_20_20 "auxin-responsive - like protein"
mips_20_20_18
mips_25_01
at_At5g13370 - mips_20_20 "auxin reponsive - like protein"
mips_20_20_18
mips_25_01
at_At5g24420 - mips_01_03 "6-phosphogluconolactonase-like protein"
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_04
mips_01_07
mips_02_07
mips_04_03
mips_04_03_03
mips_25
mips_25_05
mips_25_05_01
mips_40_03
mips_40_07
mips_67
mips_67_15
at_At5g37530 - mips_01_07_01 "putative protein"
mips_06_13_01
at_At5g51810 mips_01_20_17 "gibberellin 20-oxidase (emb|CAA58294.1)"
mips_01_20_17_07
at_At1g27480 - mips_01_06_01 "unknown protein"
mips_01_06_04
mips_01_06_13
mips_40_27
mips_63_09
at_At5g64460 - mips_02_01 "putative phosphoglycerate mutase"
mips_13_05
mips_43
mips_43_03
mips_43_03_07
Propertest Accuracy: 11/23 (47.83%)
Propertest Frequency class 'mips_01_20_17': 184/3789 (4.86%)
New (unknown) data (2463 items):
at_At5g48020 - no entry null
at_At5g54690 - no entry null
at_At5g55050 - no entry null
at_At5g60700 - no entry null
at_At5g66420 - no entry null
at_At1g53770 - no entry null
at_At1g59500 - mips_25_01 "auxin-responsive GH3-like protein"
at_At1g61860 - no entry null
at_At1g65160 - no entry null
at_At1g65250 - no entry null
at_At3g10890 - no entry null
at_At3g31390 - mips_29 "hypothetical protein"
mips_29_02
at_At3g32010 - mips_29 "hypothetical protein"
at_At3g52870 - no entry null
at_At3g57700 - no entry null
at_At3g61290 - no entry null
at_At2g12100 - no entry null
at_At3g16200 - no entry null
at_At3g32980 - no entry null
at_At3g62660 - mips_11_01 "unknown protein"
at_At4g15450 - no entry null
at_At5g17670 - no entry null
at_At5g26990 - no entry null
at_At1g47420 - no entry null
at_At2g25280 - no entry null
at_At3g09660 - no entry null
at_At3g58690 - no entry null
at_At4g37050 - mips_65 "patatin-like protein"
------------------
Rule 4738
ss(_1,_3,c,_2),alpha_dist(_1,0.0-13.03),c_len(_3,3.0-6.0),b_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),c_len(_3,9.0-11.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_3),notequal(_6,_2) = 1
ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,15.0-30.0) = 1
ss(_1,_3,c,_2),a_len(_2,6.0-9.0),ss(_1,_2,a,_4),notequal(_4,_2),notequal(_4,_3),c_len(_4,1.0-3.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,53.24-60.98),c_len(_2,6.0-9.0) = 1
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,6.0-9.0) = 0
ss(_1,_3,a,_2),a_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,29.93-101.0) = 1
-> class mips_01_20_17 "biosynthesis of secondary products derived from primary amino acids"
Evaluation on training data (4955 items):
at_At1g21850 mips_01_20_17_01 "pectinesterase, putative"
mips_11_07_03
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_At5g58910 mips_01_20_17_01 "laccase precursor - like protein"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At1g62810 mips_01_01_10 "amine oxidase, putative"
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_20_17
mips_01_20_17_03
mips_01_20_50
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_19
mips_47
mips_47_03
mips_47_03_02
mips_63_13
mips_63_13_99
mips_63_17_09
mips_67_15
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_At2g29130 mips_01_20_17_01 "putative laccase (diphenol oxidase)"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At2g38080 mips_01_20_17_01 "putative diphenol oxidase"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At2g42490 mips_01_02 "putative copper amine oxidase"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_20_17_03
mips_01_20_50
mips_13_07
mips_48
mips_63_21
mips_63_21_99
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_At3g23800 - mips_63_17_11 "selenium binding protein, putative"
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_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_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_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_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
Training Accuracy: 18/19 (94.74%)
Training Frequency class 'mips_01_20_17': 222/4955 (4.48%)
Evaluation on validation data (2463 items):
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_At1g76160 mips_01_20_17 "putative protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
at_At2g29070 - mips_06_13_01 "putative ubiquitin fusion-degradation protein"
mips_25_05_10
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
at_At3g21210 - mips_04 "unknown protein"
mips_04_05
mips_04_05_01
mips_98
at_At4g38420 mips_01_20_17_01 "pectinesterase like protein"
mips_11_07_03
at_At1g21860 mips_01_20_17_01 "pectinesterase, putative"
mips_01_20_99
mips_11_07_03
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'mips_01_20_17': 93/2463 (3.78%)
Evaluation on propertest data (3789 items):
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_At2g23630 mips_01_20_17_01 "putative pectinesterase"
mips_11_07_03
mips_11_07_99
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_At4g14040 - mips_01_04 "selenium-binding protein (Z97335.13)"
mips_02_11
mips_11_07
mips_63_17
mips_63_17_11
mips_67_15
at_At4g28090 mips_01_20_17 "pectinesterase like protein"
mips_01_20_17_01
mips_11_07_03
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_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_At5g48450 mips_01_20_17 "putative protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
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: 12/13 (92.31%)
Propertest Frequency class 'mips_01_20_17': 184/3789 (4.86%)
New (unknown) data (2463 items):
at_At1g37050 - mips_29 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_02
mips_29_99
mips_99
at_At1g50040 - no entry null
at_At2g05650 - no entry null
at_At2g13890 - no entry null
at_At3g12950 - no entry null
at_At3g15840 - no entry null
at_At3g29180 - no entry null
at_At4g04590 - no entry null
at_At4g18920 - no entry null
at_At1g69890 - no entry null
at_At1g75140 - no entry null
at_At5g44530 - no entry null
at_At5g54020 - no entry null
at_At1g54710 - no entry null
at_At2g44230 - no entry null
at_At1g16120 - no entry null
at_At5g28440 - no entry null
at_At5g35080 - mips_40_07 "putative protein"
------------------
Rule 3828
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,3.0-6.0) = 0
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),a_len(_3,1.0-3.0) = 0
ss(_1,_3,c,_2),a_len(_2,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),c_len(_4,15.0-30.0) = 1
ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),alpha_dist(_1,33.33-45.54),a_len(_2,3.0-6.0) = 1
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,6.0-9.0),ss(_1,_6,a,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3),notequal(_5,_4),notequal(_5,_2),notequal(_5,_3) = 0
ss(_1,_3,a,_2),c_len(_2,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
-> class mips_11_07_01 "detoxification involving cytochrome P450"
Evaluation on training data (4955 items):
at_At1g01600 mips_02 "hypothetical protein"
mips_01_06
mips_02_11
mips_11
mips_11_07
mips_11_07_01
at_At1g33720 mips_01_20_17 "cytochrome P450, putative"
mips_01_20_17_07
mips_11_07
mips_11_07_01
at_At1g74540 mips_11_07_01 "cytochrome P450 like protein"
at_At2g02580 mips_11_07 "putative cytochrome P450"
mips_11_07_01
at_At2g30770 mips_11_07_01 "putative cytochrome P450"
at_At2g42250 mips_01_20 "putative cytochrome P450"
mips_01_20_17
mips_01_20_17_07
mips_11_07
mips_11_07_01
at_At2g45560 mips_01_20_17 "cytochrome P450 like protein"
mips_01_20_17_07
mips_11_07_01
at_At3g26150 mips_11_07_01 "cytochrome P450, putative"
at_At3g26160 mips_11_07_01 "cytochrome P450, putative"
at_At3g26170 mips_11_07_01 "cytochrome P450, putative"
at_At1g13710 - mips_01_20_17 "hypothetical protein"
mips_01_20_17_07
at_At3g52970 mips_02 "cytochrome P450 - like protein"
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_02_11
mips_11_07
mips_11_07_01
at_At3g53280 mips_11_07 "cytochrome P450 monooxygenase (CYP71B5)"
mips_11_07_01
at_At3g61040 mips_01_20 "cytochrome P450 monooxygenase-like protein"
mips_01_20_17
mips_01_20_17_07
mips_11_07
mips_11_07_01
at_At4g12320 mips_01_20_17_07 "cytochrome P450 homolog"
mips_11_07_01
at_At4g22710 mips_01_20_17 "cytochrome P450 - like protein"
mips_01_20_17_07
mips_11_07_01
at_At4g31500 mips_11_07_01 "cytochrome P450 monooxygenase (CYP83B1)"
at_At5g05260 - mips_01 "cytochrome P450 CYP79A2 (CYP79A2)"
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_98
at_At5g06900 mips_01_20_17_07 "cytochrome P450"
mips_11_07_01
at_At5g09970 - mips_01_20_17_07 "cytochrome P450"
at_At5g10610 mips_01_20_17_07 "cytochrome P450 - like protein"
mips_01_20_35
mips_01_20_35_01
mips_11_07_01
Training Accuracy: 18/21 (85.71%)
Training Frequency class 'mips_11_07_01': 58/4955 (1.17%)
Evaluation on validation data (2463 items):
at_At2g14100 - mips_01_20_17 "putative cytochrome P450"
mips_01_20_17_07
mips_02_11
at_At3g26270 mips_02_11 "cytochrome P450, putative"
mips_11_07
mips_11_07_01
at_At3g44970 mips_01_01_01 "cytochrome P450 - like protein"
mips_01_01_10
mips_01_02
mips_01_02_99
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_07
mips_01_20_99
mips_02_11
mips_11_05_03
mips_11_07
mips_11_07_01
mips_11_10
mips_11_10_09
mips_11_10_99
mips_13_11_03
mips_13_11_03_05
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At3g48270 mips_11_07 "cytochrome P450 - like protein"
mips_11_07_01
at_At1g16400 mips_01_20_17 "cytochrome P450-like protein (At1g16400)"
mips_01_20_17_07
mips_11_07
mips_11_07_01
at_At4g37590 - mips_13_11_01 "unknown protein"
mips_13_11_01_05
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'mips_11_07_01': 22/2463 (0.89%)
Evaluation on propertest data (3789 items):
at_At2g45570 mips_01_20_17_07 "cytochrome P450 (CYP76C2)"
mips_11_07_01
at_At1g13110 mips_01_20 "putative cytochrome P450 monooxygenase"
mips_11_07
mips_11_07_01
at_At3g26220 mips_02 "cytochrome P450 monooxygenase (CYP71B3)"
mips_02_11
mips_11
mips_11_07
mips_11_07_01
at_At3g26230 mips_11_07_01 "cytochrome P450, putative"
at_At3g26320 mips_11_07_01 "cytochrome P450, putative"
at_At4g13770 mips_11_07_01 "cytochrome P450 monooxygenase (CYP83A1)"
at_At4g15350 mips_11_07 "cytochrome P450 like protein"
mips_11_07_01
at_At4g31940 - mips_01_20 "Cytochrome P450-like protein"
mips_01_20_17
mips_01_20_17_07
at_At4g31970 - mips_01_20_17 "Cytochrome P450-like protein"
mips_01_20_17_07
at_At4g39950 - mips_01_20_17_07 "cytochrome P450 like protein"
mips_01_20_35
mips_01_20_35_01
at_At5g06905 mips_01_20_17 "cytochrome P450-like protein"
mips_01_20_17_07
mips_11_07_01
at_At5g57260 mips_11_07_01 "cytochrome P450"
Propertest Accuracy: 9/12 (75.00%)
Propertest Frequency class 'mips_11_07_01': 45/3789 (1.19%)
New (unknown) data (2463 items):
at_At1g74110 - no entry null
at_At3g20080 - no entry null
at_At3g20090 - no entry null
at_At3g20120 - mips_01_20 "cytochrome P450, putative"
at_At3g20960 - no entry null
at_At4g15380 - mips_01 "cytochrome P450 like protein"
mips_02
mips_01_06
mips_02_11
mips_40
mips_63
mips_98
mips_99
at_At5g24950 - no entry null
at_At1g28430 - no entry null
at_At3g20110 - mips_02 "cytochrome P450, putative"
mips_01_20
mips_02_11
------------------
Rule 2913
ss(_1,_3,c,_2),c_len(_3,15.0-30.0) = 1
ss(_1,_3,c,_2),b_len(_2,9.0-11.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,c,_2),alpha_dist(_1,45.54-101.0),c_len(_3,15.0-30.0),a_len(_2,3.0-6.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,33.33-45.54),c_len(_3,15.0-30.0),b_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),c_len(_3,3.0-6.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,3.0-6.0) = 1
ss(_1,_3,c,_2),b_len(_2,1.0-3.0),ss(_1,_2,b,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,3.0-6.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),alpha_dist(_1,33.33-45.54),a_len(_2,3.0-6.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,45.54-101.0),b_len(_3,3.0-6.0),a_len(_2,15.0-30.0) = 0
ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,15.0-30.0) = 0
ss(_1,_3,b,_2),b_len(_3,3.0-6.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,3.0-6.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,5.15-11.94),coil_dist(_1,41.76-48.08) = 1
ss(_1,_3,a,_2),c_len(_2,1.0-3.0),a_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2) = 0
-> class mips_11_07_01 "detoxification involving cytochrome P450"
Evaluation on training data (4955 items):
at_At5g45340 mips_01_06_01_07 "cytochrome P450"
mips_01_06_01_07_11
mips_11_07_01
mips_11_10
mips_11_10_09
mips_11_10_99
mips_13_11_03
mips_13_11_03_05
at_At1g55940 mips_01_01_10 "cytochrome P450, putative"
mips_01_02
mips_01_02_99
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_20_99
mips_11_07_01
mips_11_10
mips_11_10_09
mips_11_10_99
mips_13_11_03
mips_13_11_03_05
mips_47_03_11
mips_47_03_11_07
at_At1g78490 mips_02 "putative protein"
mips_01_06
mips_01_06_04
mips_01_07
mips_01_20
mips_01_20_99
mips_02_11
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_01
mips_11_10
mips_11_10_09
mips_11_10_99
mips_13_11
mips_13_11_03
mips_13_11_03_05
at_At2g12190 - mips_01_20_17 "pseudogene"
mips_01_20_17_07
at_At2g45580 mips_01_20_17_07 "putative cytochrome P450"
mips_11_07_01
at_At3g26200 mips_11_07_01 "cytochrome P450 like protein"
at_At3g26830 mips_11_07 "putative cytochrome P450"
mips_11_07_01
at_At3g28740 - mips_01_20 "cytochrome P450, putative"
mips_01_20_35
mips_01_20_35_01
mips_01_20_99
at_At3g44250 mips_01 "cytochrome P450-like protein"
mips_01_20
mips_11
mips_11_07
mips_11_07_01
mips_98
at_At1g13100 mips_11_07_01 "putative cytochrome P450 monooxygenase"
at_At4g19230 mips_01_06_01 "putative cytochrome P450 protein"
mips_11_07_01
mips_11_10
mips_11_10_09
mips_11_10_99
mips_13_11_03
mips_13_11_03_05
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At5g14400 mips_01_06_04 "putative protein"
mips_11_07_01
at_At5g24910 mips_01_06_04 "cytochrome P450-like protein"
mips_11_07_01
at_At5g25120 mips_11_07_01 "cytochrome P450-like protein"
at_At5g25180 mips_11_07_01 "cytochrome P450 71B1 - like protein"
Training Accuracy: 13/15 (86.67%)
Training Frequency class 'mips_11_07_01': 58/4955 (1.17%)
Evaluation on validation data (2463 items):
at_At1g64940 mips_01_20 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_11_07
mips_11_07_01
at_At2g22330 mips_01_20_17 "putative cytochrome P450"
mips_01_20_17_07
mips_02_11
mips_11_07
mips_11_07_01
at_At2g32440 - mips_45 "putative cytochrome P450"
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At1g13080 mips_11_07 "putative cytochrome P450 monooxygenase (At1g13080)"
mips_11_07_01
at_At4g37320 - mips_01_20 "cytochrome P450-like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_99
at_At4g39490 mips_11_07_01 "cytochrome P450 - like protein"
at_At5g35170 - mips_01_03 "adenylate kinase -like protein"
mips_01_03_01
mips_01_03_01_03
mips_01_03_99
mips_30_26
mips_30_26_03
mips_40_16
mips_63_19_03
Validation Accuracy: 4/7 (57.14%)
Validation Frequency class 'mips_11_07_01': 22/2463 (0.89%)
Evaluation on propertest data (3789 items):
at_At1g03290 - mips_45 "unknown protein"
mips_45_03
mips_45_03_12
mips_63_06
mips_63_07
at_At1g55450 - mips_01_06_01 "unknown protein"
mips_01_07
mips_01_07_01
at_At1g63710 - mips_45 "cytochrome P450 like protein"
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At1g13090 mips_11_07_01 "cytochrome P450 monooxygenase like protein"
at_At3g26310 mips_11_07_01 "cytochrome P450, putative"
at_At4g27710 - mips_01_06_01 "cytochrome P450 - like protein"
mips_02_11
mips_40_07
mips_45
mips_45_03
mips_45_03_15
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At4g36220 - mips_01_20_35_01 "ferulate-5-hydroxylase (FAH1)"
at_At5g04630 mips_01_20 "cytochrome P450 - like protein"
mips_01_20_17
mips_01_20_17_07
mips_11
mips_11_07
mips_11_07_01
at_At5g08250 - mips_01_06_01 "cytochrome P450-like protein"
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At5g16010 - mips_01_06_99 "steroid 5alpha-reductase-like protein"
mips_14_04_03
mips_14_04_03_01
mips_20_25_07
mips_20_25_07_07
mips_25_05_23
mips_37
mips_37_03
mips_37_03_15
mips_45
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At1g24540 - mips_45_03_15 "putative cytochrome P450"
mips_47_03_15
mips_47_03_15_07
Propertest Accuracy: 3/11 (27.27%)
Propertest Frequency class 'mips_11_07_01': 45/3789 (1.19%)
New (unknown) data (2463 items):
at_At2g14950 - mips_29_02 "Ac-like transposase"
mips_29_03
at_At2g28580 - no entry null
at_At2g31290 - no entry null
at_At3g19270 - no entry null
at_At3g62940 - no entry null
at_At4g04030 - no entry null
at_At4g08930 - no entry null
at_At5g05690 - no entry null
at_At1g06440 - no entry null
at_At3g30180 - no entry null
at_At1g17940 - no entry null
at_At5g21050 - no entry null
at_At5g51220 - no entry null
at_At2g16650 - no entry null
at_At2g32330 - no entry null
at_At3g13870 - no entry null
at_At3g30490 - no entry null
at_At3g50160 - no entry null
at_At1g17060 - no entry null
at_At4g21250 - no entry null
at_At5g11290 - no entry null
at_At5g25130 - no entry null
at_At5g25140 - no entry null
------------------
Rule 3146
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2) = 0
ss(_1,_3,a,_2),c_len(_2,9.0-11.0),a_len(_3,11.0-15.0) = 1
ss(_1,_3,c,_2),coil_dist(_1,41.76-48.08),c_len(_3,11.0-15.0),a_len(_2,1.0-3.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,41.76-48.08),c_len(_3,9.0-11.0),a_len(_2,9.0-11.0) = 1
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),b_len(_5,1.0-3.0) = 0
-> class mips_63_17_01 "calcium binding"
Evaluation on training data (4955 items):
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_At1g73630 mips_63_17_01 "calmodulin like protein"
at_At1g76650 mips_63_17 "calmodulin like protein"
mips_63_17_01
at_At2g39280 mips_03_03_05 "unknown protein"
mips_03_03_05_01
mips_04
mips_06
mips_08_07
mips_08_07_07
mips_10
mips_10_01_05_05
mips_10_01_05_05_01
mips_40_04
mips_40_04_05
mips_62_02_01_01
mips_62_02_01_01_01
mips_63_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_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_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_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_At4g26570 mips_63_17 "calcineurin B-like protein 3"
mips_63_17_01
at_At4g32060 mips_63_17_01 "putative protein"
Training Accuracy: 11/12 (91.67%)
Training Frequency class 'mips_63_17_01': 107/4955 (2.16%)
Evaluation on validation data (2463 items):
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_At3g25600 mips_10_01_09 "calmodulin, putative"
mips_10_01_09_03
mips_63_17_01
at_At3g55020 - mips_62_02_01 "unknown protein"
mips_62_02_01_01
mips_62_02_01_01_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_At5g53570 mips_25_05_25 "GTPase activator protein of Rab-like small GTPases-like protein"
mips_62_02_01_01
mips_62_02_01_01_01
mips_63_17_01
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'mips_63_17_01': 64/2463 (2.60%)
Evaluation on propertest data (3789 items):
at_At1g32250 mips_10_01_09 "calmodulin, putative"
mips_10_01_09_03
mips_13_05
mips_40_32
mips_63_17_01
at_At1g77400 - mips_04_05_99 ""
at_At2g43290 mips_10_01_09 "putative calcium binding protein"
mips_10_01_09_03
mips_63_17_01
at_At3g07490 mips_10_05 "putative calmodulin"
mips_40_02
mips_63_17
mips_63_17_01
at_At3g59440 mips_63_17 "calmodulin-like protein"
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_At5g15930 - mips_06_07 "plant adhesion molecule 1 (PAM1)"
mips_06_07_05
mips_06_13
mips_08
mips_40_02
mips_40_27
mips_48
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_63_01
mips_67
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_At5g44460 mips_10_01_09 "calmodulin-like protein"
mips_10_01_09_03
mips_63_17_01
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
Propertest Accuracy: 6/11 (54.55%)
Propertest Frequency class 'mips_63_17_01': 107/3789 (2.82%)
New (unknown) data (2463 items):
at_At3g12170 - mips_06_01 "hypothetical protein"
mips_30_04
at_At5g02130 - no entry null
at_At5g04520 - mips_06 "3-oxoacyl-[acyl-carrier-protein] synthase - like protein"
mips_06_07
at_At1g21330 - mips_29 "hypothetical protein"
mips_29_02
mips_29_99
at_At4g20780 - no entry null
at_At5g09860 - no entry null
------------------
Rule 4878
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),b_len(_2,11.0-15.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0) = 0
ss(_1,_3,a,_2),b_len(_2,3.0-6.0),a_len(_3,9.0-11.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,6.0-9.0),a_len(_2,9.0-11.0) = 1
ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,30.0-1200.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,1.0-3.0),b_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),ss(_1,_5,b,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,6.0-9.0) = 1
ss(_1,_3,c,_2),c_len(_3,9.0-11.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,23.6-33.33) = 0
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,3.0-6.0) = 1
ss(_1,_3,c,_2),c_len(_3,3.0-6.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,1.0-3.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,19.41-29.93),alpha_dist(_1,0.0-13.03),c_len(_2,11.0-15.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),c_len(_2,9.0-11.0),b_len(_3,3.0-6.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,19.41-29.93),c_len(_2,6.0-9.0),a_len(_3,9.0-11.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_2,30.0-1200.0) = 0
ss(_1,_3,a,_2),alpha_dist(_1,0.0-13.03),c_len(_2,3.0-6.0),a_len(_3,15.0-30.0) = 0
ss(_1,_3,a,_2),c_len(_2,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,15.0-30.0) = 0
ss(_1,_3,a,_2),c_len(_2,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,15.0-30.0) = 0
ss(_1,_3,a,_2),c_len(_2,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,9.0-11.0) = 0
ss(_1,_3,a,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,6.0-9.0) = 0
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,9.0-11.0) = 0
ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,1.0-3.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,6.0-9.0),ss(_1,_4,b,_5),notequal(_5,_4),notequal(_5,_2),notequal(_5,_3) = 1
-> class mips_01_03_16 "polynucleotide degradation"
Evaluation on training data (4955 items):
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_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_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_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_At1g30480 - mips_04_05_01_04_03 "DNA damage repair protein, putative"
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_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_At1g55310 mips_01_03_16 "Serine/arginine-rich protein"
mips_01_03_16_01
mips_20_25_16_09
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_At1g76460 - mips_04_05_05 "putative RNA-binding protein"
mips_04_09
mips_40_10_99
at_At1g07360 - mips_04_05_05 "Unknown protein (At1g07360; F22G5.30)"
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_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_At2g29580 mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
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_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_At3g07240 mips_01_03 "putative RNA-binding 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_At1g11650 mips_01_03_16 "putative DNA binding protein"
mips_01_03_16_01
mips_20_25
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_At1g13690 - mips_04_05_05_01 "AtE1 (atE1)"
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_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_At4g16290 - mips_04_05_05 "FCA delta protein"
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_At1g18630 - mips_04_09 "unknown protein"
mips_14_10
mips_14_10_02
mips_20_25_16
mips_40_25
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_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_At5g07290 mips_01_03_16 "Mei2-like protein"
mips_01_03_16_01
mips_03_03_02
mips_20_25_16_09
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_At5g11430 - mips_10_05 "putative protein"
mips_20
mips_20_25
mips_20_25_16
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_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
Training Accuracy: 30/45 (66.67%)
Training Frequency class 'mips_01_03_16': 93/4955 (1.88%)
Evaluation on validation data (2463 items):
at_At1g78260 - mips_14_10 "unknown protein"
mips_14_10_02
mips_20_25_16
mips_40_25
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_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_At2g44410 - mips_04_05_01_04_03 "unknown protein"
mips_10_05_02
mips_10_05_02_26
mips_25_05_25
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_At3g27700 - mips_25_05_15 "unknown protein"
mips_35
mips_35_03
mips_35_03_12
mips_63_07
at_At3g58990 - mips_01_20_17_07 "3-isopropylmalate dehydratase-like protein (small subunit)"
mips_02_10
mips_02_22
mips_13_01
mips_13_01_01
mips_13_01_01_01
at_At5g14620 - mips_03_01_05_01 "putative protein"
mips_03_01_09
mips_03_01_09_05
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_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
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_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
Validation Accuracy: 4/18 (22.22%)
Validation Frequency class 'mips_01_03_16': 35/2463 (1.42%)
Evaluation on propertest data (3789 items):
at_At1g03460 - mips_05_07 "putative ribonucleoprotein"
mips_05_99
mips_63_03_03
at_At1g54080 mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16_09
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_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_At2g22090 mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g24590 - mips_04_05_05 "putative RSZp22 splicing factor"
mips_05_07
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_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_At3g07810 - mips_01_03_99 "putative RNA-binding protein"
mips_03_03_02
mips_04_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_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_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_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_At4g04210 - mips_02_19 "putative membrane trafficking factor"
mips_03_03_02
mips_05_07
mips_14_04_03
mips_14_04_03_01
mips_30_90
mips_30_90_01
mips_40_27
mips_43
mips_43_03
mips_43_03_01
mips_43_03_09
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_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_At5g02530 - mips_04_05_01_01 "putative protein"
mips_04_05_05
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_At5g06940 - mips_08_13 "receptor protein kinase-like protein"
mips_11_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_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_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_At5g62020 - mips_04_05_01_04_01 "heat shock factor 6"
mips_11_01_05
mips_30_10
Propertest Accuracy: 15/32 (46.88%)
Propertest Frequency class 'mips_01_03_16': 71/3789 (1.87%)
New (unknown) data (2463 items):
at_At1g01260 - no entry null
at_At1g01440 - no entry null
at_At5g54900 - no entry null
at_At5g62760 - no entry null
at_At1g42420 - no entry null
at_At1g50610 - no entry null
at_At1g58470 - mips_04_99 "putative protein"
at_At1g60060 - no entry null
at_At1g80420 - mips_03 "putative DNA repair protein XRCC1 (XRCC1)"
mips_03_01
mips_63_01
at_At2g10860 - no entry null
at_At2g16910 - no entry null
at_At2g37510 - mips_40_25 "putative RNA-binding protein"
at_At2g39750 - no entry null
at_At2g43200 - no entry null
at_At3g11570 - no entry null
at_At3g26420 - no entry null
at_At3g62210 - no entry null
at_At4g00740 - no entry null
at_At5g04600 - no entry null
at_At3g55340 - no entry null
at_At4g37300 - no entry null
at_At5g15130 - mips_04 "putative protein"
mips_40_10
at_At2g07040 - no entry null
at_At3g13970 - no entry null
at_At4g07520 - no entry null
at_At4g16280 - no entry null
at_At1g17640 - no entry null
at_At1g21320 - no entry null
at_At5g28330 - mips_04_07 "putative protein"
mips_04_09
at_At5g40570 - no entry null
at_At5g53680 - mips_05_07 "putative protein"
mips_05_99
at_At5g64030 - no entry null
------------------
Rule 3773
ss(_1,_3,c,_2),a_len(_2,15.0-30.0) = 1
ss(_1,_3,a,_2),c_len(_2,1.0-3.0),a_len(_3,11.0-15.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),coil_dist(_1,60.98-101.0),a_len(_2,15.0-30.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),b_len(_3,6.0-9.0),a_len(_2,3.0-6.0) = 1
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,6.0-9.0) = 1
ss(_1,_3,b,_2),a_len(_2,15.0-30.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_4,11.0-15.0) = 0
ss(_1,_3,a,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,15.0-30.0) = 0
-> class mips_04_05_05 "mRNA processing (splicing, 5'-, 3'-end processing)"
Evaluation on training data (4955 items):
at_At5g51280 mips_04_05_05_11 "DEAD-box protein abstrakt"
mips_05_04_01
mips_14_10
mips_14_10_02
mips_45
mips_45_03
mips_45_03_12
mips_47_03_05
mips_47_03_05_01
at_At5g63120 mips_04_05_05_11 "ATP-dependent RNA helicase-like protein"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At5g63630 mips_04_01 "RNA helicase"
mips_04_01_04
mips_04_05_05_11
mips_05_04_01
mips_33_03_02
mips_63_19_03
at_At1g55150 mips_04_05_05_11 "Unknown protein (At1g55150; T7N22.9)"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_19_03
at_At1g59990 - mips_63_19_03 "putative protein"
at_At1g71280 mips_04_01 "putative DEAD/DEAH box helicase"
mips_04_01_04
mips_04_05_05_01
at_At2g40700 - mips_04_99 "ATP-dependent RNA helicase"
mips_63_19_03
at_At2g42520 mips_04_05_05 "putative ATP-dependent RNA helicase"
mips_04_05_05_01
mips_04_05_05_11
mips_05_04_01
mips_33_03_02
at_At2g45810 mips_04_05_05_01 "putative ATP-dependent RNA helicase"
mips_04_99
at_At2g47330 mips_04_05_05 "putative ATP-dependent RNA helicase"
mips_04_05_05_11
mips_05_04
mips_05_04_01
mips_14_01
mips_33
mips_33_03
mips_33_03_02
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_05
mips_47_03_05_01
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_02
mips_63_19_03
at_At1g10930 - mips_03_01_05 "DNA helicase isolog"
mips_03_01_05_01
mips_14_10
mips_63_03_03
mips_63_19_03
at_At3g22310 mips_04_05_05_11 "putative RNA helicase"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At3g22330 mips_04_05_05_11 "DEAD-Box RNA helicase like protein"
mips_05_04_01
mips_33_03_02
mips_63_19_03
at_At3g53110 mips_04_05_05 "RNA helicase -like protein"
mips_04_05_05_11
mips_05_04_01
mips_33_03_02
mips_45_03_12
mips_47_03_05
mips_47_03_05_01
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_02
mips_63_19_03
at_At3g58570 mips_04_01 "ATP-dependent RNA helicase-like protein"
mips_04_01_04
mips_04_05_05_01
mips_33
mips_33_03
mips_33_03_02
at_At3g62310 mips_04_05_05 "ATP-dependent RNA helicase-like protein"
mips_04_05_05_01
at_At1g16280 mips_04_05_05 "putative ATP-dependent RNA helicase"
mips_04_05_05_11
mips_05_04
mips_05_04_01
mips_14_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At4g04350 mips_04_05_05_01 "putative leucyl tRNA synthetase"
mips_05_10
at_At4g33370 mips_04_05_05 "putative protein"
mips_04_05_05_11
mips_05_04_01
mips_45_03_12
mips_47_03_05
mips_47_03_05_01
mips_47_03_09
mips_47_03_09_01
at_At5g11170 mips_04 "DEAD BOX RNA helicase RH15 - like protein"
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_99
mips_05
mips_05_01
mips_05_01_01
mips_05_01_99
mips_05_04
mips_05_04_01
mips_40
mips_40_10
mips_63
mips_63_03
mips_63_03_03
mips_63_19
mips_63_19_03
mips_98
at_At5g14610 mips_04_05_05_11 "DRH1 DEAD box protein - like"
mips_05_04_01
mips_33_03_02
mips_63_19_03
at_At5g39840 mips_01_03_16 "putative RNA helicase"
mips_02_13
mips_02_13_03
mips_02_13_05
mips_04_01
mips_04_01_04
mips_04_05_05_01
mips_04_99
mips_05_07
mips_63_03_03
Training Accuracy: 19/22 (86.36%)
Training Frequency class 'mips_04_05_05': 178/4955 (3.59%)
Evaluation on validation data (2463 items):
at_At1g71370 mips_03 "putative ATP-dependent RNA helicase"
mips_03_01
mips_03_01_09
mips_03_01_09_05
mips_04_01
mips_04_01_04
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_10
mips_05
mips_05_04
mips_05_04_01
mips_40_07
mips_40_10_07
mips_40_10_99
mips_40_16
mips_63_03
mips_63_03_03
mips_63_19
at_At1g77050 mips_04 ""
mips_04_01
mips_04_01_04
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_05
mips_05_04
mips_40_03
mips_40_10
mips_63
mips_63_03
mips_63_19
at_At2g14400 - mips_03_01_05_03 "putative retroelement pol polyprotein"
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_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
at_At5g19210 mips_04_05_05_01 "eIF-4AII - like protein"
mips_25_05_10
at_At5g33360 - mips_29 "putative protein"
mips_29_99
mips_30_34
mips_30_34_99
mips_63_03_03
at_At5g65900 mips_03_01 "ATP-dependent RNA helicase-like"
mips_03_01_09
mips_03_01_09_05
mips_04_01
mips_04_01_04
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_10
mips_05
mips_05_04
mips_05_04_01
mips_30_01
mips_40_07
mips_40_10_07
mips_40_10_99
mips_40_16
mips_63_03_03
at_At1g31970 mips_04_05_05_11 "putative protein"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
Validation Accuracy: 5/9 (55.56%)
Validation Frequency class 'mips_04_05_05': 95/2463 (3.86%)
Evaluation on propertest data (3789 items):
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_At2g42270 mips_04_05_05_01 "ATP-dependent RNA helicase like protein"
at_At3g18600 mips_03_01_09 "DEAD box helicase protein, putative"
mips_03_01_09_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_10
mips_05_04_01
mips_40_10_07
mips_40_10_99
at_At3g58510 mips_04_01 "ATP-dependent RNA helicase-like protein"
mips_04_01_04
mips_04_05_05_01
mips_33
mips_33_03
mips_33_03_02
at_At1g16560 - mips_13_01_01_01 "Unknown protein"
mips_40_25
at_At3g61240 mips_04_01 "DEAD box RNA helicase RH12"
mips_04_01_04
mips_04_05_05_01
mips_04_99
mips_63_19_03
at_At4g35740 - mips_04_01 "putative protein"
mips_04_01_04
mips_05_04
mips_05_04_01
mips_14_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
at_At5g05450 mips_03 "ATP-dependent RNA helicase-like protein"
mips_03_01
mips_03_01_09
mips_03_01_09_05
mips_04_01
mips_04_01_04
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_10
mips_05
mips_05_04
mips_05_04_01
mips_40_07
mips_40_10_07
mips_40_10_99
mips_40_16
mips_63_03
mips_63_03_03
mips_63_19
at_At1g28180 mips_04_05_05_01 "hypothetical protein"
mips_33
mips_33_03
mips_33_03_02
Propertest Accuracy: 6/9 (66.67%)
Propertest Frequency class 'mips_04_05_05': 127/3789 (3.35%)
New (unknown) data (2463 items):
at_At1g72170 - no entry null
at_At2g17610 - mips_29_02 "putative non-LTR retroelement reverse transcriptase"
at_At2g22970 - mips_06_13 "putative serine carboxypeptidase II"
at_At2g47780 - no entry null
at_At4g23440 - no entry null
at_At5g08720 - no entry null
at_At4g17430 - no entry null
at_At3g19750 - mips_14_01 "hypothetical protein"
mips_30_04
mips_40_04
mips_63_07
at_At4g14620 - no entry null
at_At4g38170 - no entry null
at_At5g64930 - no entry null
------------------
Rule 4987
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,6.0-9.0),a_len(_2,9.0-11.0) = 1
ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,1.0-3.0),b_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),c_len(_3,9.0-11.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,23.6-33.33) = 0
ss(_1,_3,c,_2),c_len(_3,3.0-6.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,1.0-3.0) = 0
ss(_1,_3,c,_2),b_len(_2,11.0-15.0),ss(_1,_5,c,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_4,15.0-30.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,19.41-29.93),alpha_dist(_1,0.0-13.03),c_len(_2,11.0-15.0) = 0
ss(_1,_3,b,_2),a_len(_2,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_5,1.0-3.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,5.15-11.94),c_len(_2,15.0-30.0),a_len(_3,9.0-11.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_2,30.0-1200.0) = 0
ss(_1,_3,a,_2),c_len(_2,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,15.0-30.0) = 0
ss(_1,_3,a,_2),c_len(_2,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,15.0-30.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,19.41-29.93),a_len(_4,9.0-11.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,6.0-9.0),ss(_1,_4,b,_5),notequal(_5,_4),notequal(_5,_2),notequal(_5,_3) = 1
-> class mips_04_05_05 "mRNA processing (splicing, 5'-, 3'-end processing)"
Evaluation on training data (4955 items):
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_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_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_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_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
at_At1g30480 - mips_04_05_01_04_03 "DNA damage repair protein, putative"
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_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_At1g67800 - mips_08_07 "unknown protein"
mips_08_07_99
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_43
mips_43_03
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_17_01
mips_67_99
at_At1g71990 - mips_01_06_01_03 "putative protein"
mips_40_08
mips_40_27
mips_40_27_99
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_At1g76460 mips_04_05_05 "putative RNA-binding protein"
mips_04_09
mips_40_10_99
at_At1g07360 mips_04_05_05 "Unknown protein (At1g07360; F22G5.30)"
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_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_At2g34920 - mips_14_10_02 "hypothetical protein"
mips_45
mips_45_03
mips_45_03_17
at_At2g42520 mips_04_05_05 "putative ATP-dependent RNA helicase"
mips_04_05_05_01
mips_04_05_05_11
mips_05_04_01
mips_33_03_02
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_At2g46510 - mips_25_05_13 "putative bHLH transcription factor (bHLH017)"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
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_At3g07240 - mips_01_03 "putative RNA-binding 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_At1g11650 - mips_01_03_16 "putative DNA binding protein"
mips_01_03_16_01
mips_20_25
mips_20_25_16_09
at_At3g13060 - mips_11_01 "unknown protein"
mips_13_11
mips_20
mips_20_25
mips_20_25_16
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_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_At1g13690 mips_04_05_05_01 "AtE1 (atE1)"
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_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_At3g58570 mips_04_01 "ATP-dependent RNA helicase-like protein"
mips_04_01_04
mips_04_05_05_01
mips_33
mips_33_03
mips_33_03_02
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_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_At4g02110 - mips_11_01_09 "predicted protein of unknown function"
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_At4g16290 mips_04_05_05 "FCA delta protein"
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_At4g22070 - mips_04 "WRKY transcription factor 31 (WRKY31)"
mips_04_05_01
mips_04_05_01_04
mips_40
mips_40_10
mips_98
mips_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_At1g18630 - mips_04_09 "unknown protein"
mips_14_10
mips_14_10_02
mips_20_25_16
mips_40_25
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_At4g31670 - mips_06_13 "putative protein"
mips_25_05
mips_25_05_13
mips_33_03_13
mips_35_03_17
at_At4g32010 - mips_20_20 "predicted protein"
mips_20_20_18
mips_25_03
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_At5g07290 - mips_01_03_16 "Mei2-like protein"
mips_01_03_16_01
mips_03_03_02
mips_20_25_16_09
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_At5g11430 - mips_10_05 "putative protein"
mips_20
mips_20_25
mips_20_25_16
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_At5g18810 mips_04_05_05 "Serine/arginine rich protein - like"
mips_14_10
mips_14_10_02
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
Training Accuracy: 30/69 (43.48%)
Training Frequency class 'mips_04_05_05': 178/4955 (3.59%)
Evaluation on validation data (2463 items):
at_At1g78260 - mips_14_10 "unknown protein"
mips_14_10_02
mips_20_25_16
mips_40_25
at_At2g02540 - mips_04_05_01_04_01 "hypothetical protein"
mips_25_05_09
mips_25_05_13
mips_25_05_15
mips_25_05_19
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_12
mips_35_03_17
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_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_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_At3g06970 - mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
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_At3g27700 - mips_25_05_15 "unknown protein"
mips_35
mips_35_03
mips_35_03_12
mips_63_07
at_At3g49410 - mips_04_01 "putative protein"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_62_01_07
at_At3g58990 - mips_01_20_17_07 "3-isopropylmalate dehydratase-like protein (small subunit)"
mips_02_10
mips_02_22
mips_13_01
mips_13_01_01
mips_13_01_01_01
at_At5g05610 - mips_04_05_01_04_01 "nucleic acid binding protein-like"
mips_14_10
mips_14_10_02
mips_14_10_02_03
at_At5g24330 - mips_03_01_09 "putative protein"
mips_03_01_09_05
mips_14_04_03
mips_14_04_03_05
mips_14_10
mips_30_01
mips_30_10
mips_30_10_03
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
mips_43_03_09_03
mips_43_03_99
at_At5g47620 - mips_04_99 "RNA-binding protein-like"
mips_05_07
mips_05_99
mips_25_05_25
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
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_At1g47870 - mips_03_03_01_01 "E2F transcription factor like protein"
mips_03_03_01_01_03
mips_03_03_01_01_05
mips_04_05_01_04_01
mips_04_05_99
mips_14_10
mips_14_10_02
mips_14_10_02_99
mips_40_10_99
mips_63_03_01
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
Validation Accuracy: 6/25 (24.00%)
Validation Frequency class 'mips_04_05_05': 95/2463 (3.86%)
Evaluation on propertest data (3789 items):
at_At1g01060 - mips_04_05_01_01 "DNA-binding protein, putative"
mips_63_07
at_At1g03460 - mips_05_07 "putative ribonucleoprotein"
mips_05_99
mips_63_03_03
at_At1g48560 - mips_03_01_05 "hypothetical protein"
mips_20_25
mips_30_10
mips_30_10_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_At2g02160 - mips_14_01_03 "unknown protein"
mips_14_04
mips_20_25_16
mips_25_05_25
at_At2g18090 - mips_03_01_09 "Unknown protein"
mips_03_01_09_05
mips_04_05_01_04_01
mips_30_10
mips_30_10_03
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_At2g22090 - mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g24590 mips_04_05_05 "putative RSZp22 splicing factor"
mips_05_07
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_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_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_At3g07280 - mips_13_07 "unknown protein"
mips_25_05_01
mips_63_07
mips_63_17_01
at_At3g07810 - mips_01_03_99 "putative RNA-binding protein"
mips_03_03_02
mips_04_99
at_At3g09560 - mips_02_13 "unknown protein"
mips_20_25_16
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_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_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_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_At4g04210 - mips_02_19 "putative membrane trafficking factor"
mips_03_03_02
mips_05_07
mips_14_04_03
mips_14_04_03_01
mips_30_90
mips_30_90_01
mips_40_27
mips_43
mips_43_03
mips_43_03_01
mips_43_03_09
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_At4g15880 - mips_06_07_07 "unknown protein"
mips_06_13
at_At4g16300 - mips_25_05_10 "FCA alpha and beta protein"
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_At5g02530 mips_04_05_01_01 "putative protein"
mips_04_05_05
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_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_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_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_At5g46250 mips_04_03 "unknown protein"
mips_04_05_05
mips_04_05_05_99
mips_04_99
mips_63_03_03
at_At5g51300 mips_04_05_05 "putative protein"
mips_04_05_05_01
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_At5g58350 - mips_01_02 "MAP kinase"
mips_01_02_01
mips_01_02_01_07
mips_01_04
mips_01_05
mips_01_05_04
mips_06_07
mips_10_05
mips_11
mips_11_01
mips_13
mips_13_11
mips_14
mips_14_10
mips_14_10_02
mips_40_03
mips_63_19
at_At5g62020 - mips_04_05_01_04_01 "heat shock factor 6"
mips_11_01_05
mips_30_10
Propertest Accuracy: 18/46 (39.13%)
Propertest Frequency class 'mips_04_05_05': 127/3789 (3.35%)
New (unknown) data (2463 items):
at_At1g02170 - no entry null
at_At5g54890 - no entry null
at_At5g54900 - no entry null
at_At5g58130 - no entry null
at_At5g62760 - no entry null
at_At1g26750 - no entry null
at_At1g31600 - no entry null
at_At1g32540 - mips_14_10 "putative zinc-finger protein (At1g32540)"
at_At1g35790 - no entry null
at_At1g42420 - no entry null
at_At1g58470 - mips_04_99 "putative protein"
at_At1g60060 - no entry null
at_At1g70990 - no entry null
at_At1g73890 - mips_08_16 "predicted GPI-anchored protein"
mips_08_99
mips_67
mips_67_13
at_At1g80420 - mips_03 "putative DNA repair protein XRCC1 (XRCC1)"
mips_03_01
mips_63_01
at_At2g10650 - no entry null
at_At2g10860 - no entry null
at_At2g15560 - no entry null
at_At2g16910 - no entry null
at_At2g36220 - no entry null
at_At2g37510 - mips_40_25 "putative RNA-binding protein"
at_At2g39750 - no entry null
at_At2g43200 - no entry null
at_At2g47820 - no entry null
at_At3g09170 - no entry null
at_At3g11570 - no entry null
at_At3g21100 - no entry null
at_At3g24680 - no entry null
at_At3g26420 - no entry null
at_At3g28920 - no entry null
at_At3g44510 - no entry null
at_At3g62210 - no entry null
at_At4g00740 - no entry null
at_At4g03300 - no entry null
at_At1g15800 - no entry null
at_At4g07350 - mips_29 ""
at_At4g18070 - no entry null
at_At4g20350 - no entry null
at_At4g28380 - mips_10_05 "extensin-like protein"
mips_40_01
at_At1g17210 - no entry null
at_At5g04600 - no entry null
at_At5g06050 - no entry null
at_At5g35640 - no entry null
at_At5g39970 - no entry null
at_At5g41100 - no entry null
at_At2g18490 - no entry null
at_At2g37740 - no entry null
at_At2g43500 - no entry null
at_At2g48080 - no entry null
at_At3g07930 - no entry null
at_At3g22800 - mips_40_01 "hypothetical protein"
at_At3g55340 - no entry null
at_At4g03130 - no entry null
at_At4g12640 - no entry null
at_At4g37300 - no entry null
at_At5g15130 - mips_04 "putative protein"
mips_40_10
at_At5g42780 - no entry null
at_At5g61020 - no entry null
at_At1g53040 - no entry null
at_At1g67260 - no entry null
at_At1g69420 - no entry null
at_At1g72010 - no entry null
at_At2g02910 - no entry null
at_At2g14010 - no entry null
at_At2g19180 - no entry null
at_At3g13810 - no entry null
at_At4g07890 - no entry null
at_At4g16280 - no entry null
at_At4g24900 - no entry null
at_At1g17640 - no entry null
at_At5g04190 - no entry null
at_At5g04570 - no entry null
at_At5g19950 - no entry null
at_At1g21320 - no entry null
at_At5g28330 - mips_04_07 "putative protein"
mips_04_09
at_At5g28930 - no entry null
at_At5g40570 - no entry null
at_At5g41315 - no entry null
at_At5g48610 - no entry null
at_At5g53420 - no entry null
at_At5g53680 - mips_05_07 "putative protein"
mips_05_99
at_At5g58880 - no entry null
at_At5g62630 - no entry null
at_At5g64030 - no entry null
------------------
Rule 2771
ss(_1,_3,c,_2),c_len(_3,9.0-11.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,c,_2),beta_dist(_1,29.93-101.0),c_len(_3,6.0-9.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,b,_2),coil_dist(_1,60.98-101.0),c_len(_2,9.0-11.0),b_len(_3,3.0-6.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,53.24-60.98),c_len(_2,6.0-9.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_2,30.0-1200.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,0.0-13.03),b_len(_4,3.0-6.0) = 1
-> class mips_01_05_01 "C-compound and carbohydrate utilization"
Evaluation on training data (4955 items):
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_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_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_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_At2g23900 mips_01_05_01_01_01 "putative polygalacturonase"
mips_01_20_99
at_At1g10640 mips_01_05_01_01_01 "similar to polygalacturonase-like protein"
mips_30_01
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_At3g16850 mips_01_05_01_01_01 "polygalacturonase like protein"
mips_01_20_99
mips_30_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_At3g61490 - mips_01_20_99 "putative protein"
at_At4g01890 mips_01_05_01 "putative polygalacturonidase"
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_At4g23500 mips_01_05_01_01_01 "putative protein"
mips_01_20_99
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_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_At1g19170 mips_01_05_01_01_01 "putative protein"
mips_01_20_99
Training Accuracy: 20/21 (95.24%)
Training Frequency class 'mips_01_05_01': 494/4955 (9.97%)
Evaluation on validation data (2463 items):
at_At1g05660 mips_01_05_01 "putative polygalacturonase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30_01
at_At1g78400 mips_01_05_01_01_01 "similar to exopolygalacturonase precursor sp|Q00293|PGLX_ASPTU"
mips_30_01
at_At2g15460 mips_01_05_01_01_01 "putative polygalacturonase"
mips_30_01
at_At2g18900 - mips_14_10 "unknown protein"
mips_14_10_02
mips_14_10_02_02
mips_14_10_02_02_01
mips_14_10_02_02_02
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_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_At2g40310 mips_01_05_01_01_01 "putative polygalacturonase"
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_At3g46740 - mips_06_04 "chloroplast import-associated channel protein homolog"
mips_08_02
mips_40_26
mips_40_26_03
at_At3g62110 mips_01_05_01_01_01 "unknown protein"
mips_01_20_99
at_At4g00520 - mips_02 "putative acetyl CoA thioesterase"
mips_01_06
mips_01_06_07
mips_02_25
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_40_19
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_At5g01860 - mips_63_17_09 "putative zinc finger protein"
at_At5g14650 mips_01_05_01_01 "polygalacturonase - like protein"
mips_01_05_01_01_01
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_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_At1g48100 mips_01_05_01_01_01 "polygalacturonase PG1, putative"
Validation Accuracy: 13/17 (76.47%)
Validation Frequency class 'mips_01_05_01': 214/2463 (8.69%)
Evaluation on propertest data (3789 items):
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_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_At2g43880 mips_01_05_01_01_01 "putative polygalacturonase"
at_At3g07830 mips_01_05_01_01_01 "putative polygalacturonase"
at_At3g07970 mips_01_05_01_01_01 "putative polygalacturonase"
at_At3g46920 - mips_01_04 "protein kinase - like protein"
mips_10_01_05
mips_10_01_05_01
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_01
mips_25_05_13
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_At4g13760 mips_01_05 "putative polygalacturonase"
mips_01_05_01_01
mips_30
at_At5g61620 - mips_04 "transcriptional activator - like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_98
mips_99
Propertest Accuracy: 6/10 (60.00%)
Propertest Frequency class 'mips_01_05_01': 338/3789 (8.92%)
New (unknown) data (2463 items):
at_At1g02790 - no entry null
at_At5g54920 - no entry null
at_At1g24490 - no entry null
at_At1g66150 - no entry null
at_At3g27400 - no entry null
at_At4g26820 - no entry null
at_At4g28350 - no entry null
at_At5g14010 - no entry null
at_At2g01720 - no entry null
at_At2g15300 - no entry null
at_At2g31460 - no entry null
at_At3g20500 - no entry null
at_At3g52780 - no entry null
at_At4g09680 - no entry null
at_At4g35670 - no entry null
at_At1g44020 - no entry null
at_At1g53730 - no entry null
at_At3g07130 - no entry null
at_At3g18900 - no entry null
at_At3g19550 - no entry null
at_At3g54920 - no entry null
at_At3g57510 - no entry null
at_At4g23370 - no entry null
at_At4g24890 - no entry null
at_At4g27470 - no entry null
------------------
Rule 5284
ss(_1,_3,c,_2),c_len(_3,11.0-15.0),a_len(_2,9.0-11.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3) = 0
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,6.0-9.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_2,30.0-1200.0) = 1
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),c_len(_5,6.0-9.0) = 0
-> class mips_04_05_01 "mRNA synthesis"
Evaluation on training data (4955 items):
at_At1g22690 mips_03_01_09 "putative gibberellin-regulated protein"
mips_03_01_09_05
mips_03_01_99
mips_04_05_01_04_05
mips_06_01
mips_40_10_03
at_At5g51700 - mips_25_05_15 "similar to RAR1"
mips_35_03_12
mips_63_17_09
at_At5g51910 mips_04 "unknown protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_40_10
mips_98
at_At5g53660 - mips_25_03 "putative protein"
mips_40_26
mips_40_26_03
at_At5g54680 mips_04_05_01_04_01 "putative bHLH transcription factor (bHLH105)"
mips_20_05
mips_48
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_99
mips_62_02_99
at_At5g57520 - mips_63_17 "zinc finger protein ZFP2"
mips_63_17_09
at_At5g58850 - mips_40_10_99 "putative transcription factor MYB119 (MYB119)"
at_At5g62780 - mips_06_01 "putative protein"
mips_11_01_05
mips_30_07
mips_40_07
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_At1g29600 mips_01_03 "zinc finger protein, putative"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_03
mips_04_05_01
mips_04_05_01_04
mips_04_05_05
mips_04_05_05_11
mips_13
mips_13_11
mips_13_11_03
mips_13_11_03_05
mips_13_11_99
mips_40_03
mips_63_03
at_At1g31250 - mips_20_25_01 "prolin rich protein, putative"
mips_20_25_01_03
mips_20_25_01_07
mips_40_09
mips_47_03_02
at_At1g31750 - mips_08_07 "unknown protein"
mips_30_02
mips_40_08
mips_40_09
mips_63_09
mips_63_17_01
mips_67_13
at_At1g49210 mips_04_05 "hypothetical protein"
mips_04_05_01
mips_04_05_01_04
at_At1g53260 mips_03_03_01_01 "DAG-like protein emb|CAA16610.1"
mips_03_03_01_01_11
mips_04_05_01_04_03
mips_10_01_05_01
mips_10_01_05_01_03
mips_14_01_01
mips_14_01_03
mips_25_05_13
mips_30_10
mips_30_10_03
mips_40_10_03
mips_40_22
mips_48
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At1g54140 mips_04_05_01_01 "unknown protein"
mips_04_05_01_04_01
mips_40_10_99
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_At1g67590 - mips_14_01_03 "unknown protein"
mips_25_05_25
mips_63_07
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_At1g71000 - mips_11_01_05 ""
mips_13_11
at_At1g73410 mips_04_05 "putative protein"
mips_04_05_01
mips_04_05_01_04
mips_63_03
at_At2g18380 mips_04_05_01_01 "putative GATA-type zinc finger transcription factor"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
at_At2g28340 - mips_25_05_10 "hypothetical protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
at_At1g08000 mips_04_05_01_04_01 "GATA transcription factor 3, putative"
mips_06_04
mips_13_11
mips_25_05_10
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
mips_63_17_09
at_At2g35880 - mips_13_07 "unknown protein"
mips_25_05_01
mips_63_07
at_At2g42280 - mips_01_06_10 "putative bHLH transcription factor (bHLH129)"
mips_14_01_03
mips_14_10_02
mips_40_10_05
at_At2g43010 mips_04 "putative transcription factor BHLH9"
mips_04_05_01
mips_04_05_01_04
mips_14
mips_14_04
mips_20
mips_20_25
mips_20_25_16
mips_25
mips_25_05
mips_25_05_15
mips_35_03_12
mips_40
mips_40_07
mips_40_10
mips_40_10_05
mips_63
mips_63_01
mips_63_03
mips_99
at_At2g46590 mips_04_05 "putative DOF zinc finger protein"
mips_04_05_01
mips_04_05_01_04
at_At3g07340 - mips_01_05_04 "putative bHLH transcription factor (bHLH062)"
mips_01_06_10
at_At3g12440 - mips_03_03_01_01_11 "hypothetical protein"
mips_40_09
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_At3g14200 - mips_06_01 "hypothetical protein"
mips_11_01_05
at_At3g15680 - mips_40_10_05 "putative zinc finger protein"
mips_67_01
mips_67_01_05
at_At3g32940 - mips_01_07 "hypothetical protein"
mips_01_07_01
mips_25_05_25
at_At3g50870 mips_04_05_01_01 "transcription factor-like protein"
mips_25_05_10
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
at_At3g58720 - mips_63_17 "putative protein"
mips_63_17_09
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_At4g01120 mips_04_05_01_04_01 "G-box binding bZip transcription factor GBF2 / AtbZip54"
mips_40_10_03
at_At4g03120 - mips_04_05_05 "putative C-type U1 snRNP"
mips_04_05_05_01
mips_04_05_05_01_10
mips_04_05_05_03
mips_04_05_05_05
mips_40_10_99
at_At4g03510 - mips_47_03_15 "RMA1 RING zinc finger protein"
mips_47_03_15_07
mips_63_17_09
at_At1g15820 - mips_02_11_05 "putative protein"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
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_At4g11250 - mips_25_05_15 "putative protein"
mips_35
mips_35_03
mips_35_03_12
at_At4g19580 - mips_11_01_05 "putative protein"
mips_62_02_01_02
at_At1g17950 mips_04_05_01_01 "unknown protein"
at_At4g34530 - mips_01_06_10 "putative bHLH transcription factor (bHLH063)"
mips_40_07
mips_63_03_01
at_At4g35890 - mips_05 "unknown protein"
mips_05_99
mips_10_01
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_29
at_At4g36240 mips_04_05 "putative protein"
mips_04_05_01
mips_04_05_01_04
mips_14
mips_14_04
mips_25
mips_63_03
at_At4g36620 mips_04_05_01_01 "transcription factor like protein"
mips_25_05_10
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_At4g37790 - mips_14_10 "homeobox protein (HAT22)"
mips_14_10_02
mips_25_05_13
mips_25_05_15
mips_63_03_01
at_At4g38000 mips_04 "putative protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_40_10
at_At4g38550 - mips_01_06_04 "Phospholipase like protein"
at_At5g06510 mips_04_05 "transcription factor-like protein"
mips_04_05_01
mips_04_05_01_04
mips_63_03
at_At5g10380 - mips_40_04_05 "putative protein"
at_At5g11710 - mips_08_07 "clathrin binding protein - like"
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_05
mips_14_01_05_01
mips_30_08
mips_33
mips_33_03
mips_33_03_11
mips_40_09
mips_45
mips_45_03
mips_45_03_09
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
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_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_At5g17160 - mips_03_01_09 "putative protein (fragment)"
mips_03_01_99
mips_20_25_16
at_At5g41520 - mips_05_01 "unknown protein"
mips_05_01_01
mips_63_03_01
mips_63_03_03
Training Accuracy: 22/59 (37.29%)
Training Frequency class 'mips_04_05_01': 359/4955 (7.25%)
Evaluation on validation data (2463 items):
at_At1g63530 - mips_25_05_15 "unknown protein"
mips_35_03_12
mips_40_10_05
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_At2g12890 - mips_04_05_05 "pseudogene"
mips_04_05_05_01
mips_40_10_99
at_At2g17770 - mips_40_10_05 "bZIP transcription factor atbzip27"
at_At2g26410 - mips_10_05 "putative SF16 protein {Helianthus annuus}"
mips_30_03
mips_40_04
mips_40_10_99
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_63_06
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_At2g34820 mips_04_05_01_04_01 "putative bHLH transcription factor (bHLH053)"
mips_40_10_03
at_At2g35210 - mips_04_09 "unknown protein"
mips_08_16
mips_08_19
mips_40_09
mips_40_10_05
mips_62_02_01_01
at_At2g36320 mips_04_05_01_01 "unknown protein"
mips_04_05_01_04_01
mips_04_05_01_04_03
mips_04_05_99
mips_04_99
mips_08_07
mips_08_07_22
mips_10_01_05_05
mips_10_01_05_05_01
at_At2g45050 - mips_01_02_04 "putative GATA-type zinc finger transcription factor"
mips_25_05_10
at_At3g12680 - mips_63_03_01 "floral homeotic protein HUA1 (HUA1)"
at_At3g16350 mips_04_05_01_04_03 "putative MYB family transcription factor"
at_At3g44460 mips_04_05_01_01 "bZIP transcription factor DPBF2 / AtbZip67"
at_At1g12440 mips_04_05_01_01 "hypothetical protein"
mips_04_05_01_04_01
mips_04_05_01_04_03
mips_04_05_99
mips_04_99
mips_08_07_22
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
at_At4g00850 mips_04_05_01_01 "unknown protein"
mips_04_05_01_04_01
mips_04_05_01_04_03
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
at_At4g12040 mips_04 "unknown protein"
mips_04_05_01_01
mips_04_05_01_04_01
mips_04_05_01_04_03
mips_04_05_99
mips_04_99
mips_08_07_22
mips_10
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_40_10
mips_63_19
at_At4g22820 mips_04_05_01_01 "predicted protein"
mips_04_05_01_04_01
mips_04_05_01_04_03
mips_04_05_99
mips_04_99
at_At1g17970 - mips_03_03_04 "unknown protein"
mips_03_03_04_07
at_At4g28990 - mips_04_05_99 "putative protein"
mips_40_10_99
mips_63_03_03
at_At4g34680 - mips_25_05_10 "GATA transcription factor 3"
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
at_At5g04170 - mips_10_01_09 "EF - hand Calcium binding protein - like"
mips_10_01_09_03
mips_63_17_01
at_At5g25830 mips_04_05_01_04_01 "GATA transcription factor - like"
at_At5g26930 mips_04_05_01_04_01 "unknown protein"
mips_04_05_01_04_05
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
at_At1g49720 mips_01_20_37 "abscisic acid responsive elements-binding factor (ABRE/ABF1)/ bZip transcription factor AtbZip35"
mips_01_20_37_01
mips_04_05_01_04_01
mips_06_10
mips_11_01_01
mips_11_07
mips_11_07_07
mips_11_07_07_03
mips_40_10_03
Validation Accuracy: 11/25 (44.00%)
Validation Frequency class 'mips_04_05_01': 184/2463 (7.47%)
Evaluation on propertest data (3789 items):
at_At1g01110 - mips_30_03 "unknown protein"
mips_62_02_01_01
mips_63_06
at_At1g03790 - mips_08_07_22 "unknown protein"
mips_11_10
mips_11_10_03
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_13_11_03_05
mips_62_02_07
mips_62_02_99
mips_63_17_09
at_At1g32150 mips_04_05_01_01 "bZip transcription factor AtbZip68"
mips_11_01_01
mips_30_10
mips_43
mips_43_03
mips_43_03_13
mips_47_03_01
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_At1g54160 mips_04_05_01 "Unknown protein (F15I1.26)"
mips_04_05_01_04
mips_63_03
at_At1g70620 - mips_20_25_16 "unknown protein"
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_At1g74670 - mips_20_20 "GAST1-like protein"
mips_20_20_18
at_At1g76930 - mips_03_03_01_01 "extensin 4 (atExt4)"
mips_03_03_01_01_09
mips_03_03_01_02
mips_03_03_02
mips_33
mips_33_03
mips_33_03_02
mips_43
mips_43_03
mips_43_03_02
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_At2g14900 - mips_20_20 "similar to gibberellin-regulated proteins"
mips_20_20_18
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_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_At2g24980 - mips_20_25_01 "unknown protein"
mips_20_25_01_03
mips_20_25_01_07
mips_20_25_16
mips_47_03_02
at_At2g30810 - mips_20_20 "putative gibberellin-regulated protein"
mips_20_20_18
at_At2g35530 - mips_13_11 "bZIP transcription factor AtbZip16"
mips_13_11_03
mips_13_11_03_07
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_29
at_At2g40100 - mips_02 "putative chlorophyll a/b binding protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67
mips_67_15
at_At2g43140 - mips_25_05_15 "putative bHLH transcription factor (bHLH130)"
mips_35
mips_35_03
mips_35_03_12
at_At2g44910 - mips_14_01_01 "homeodomain transcription factor (ATHB-4)"
mips_14_04
mips_14_04_07
at_At3g09000 - mips_25 "putative protein"
mips_25_05
mips_25_05_15
mips_30
mips_30_04
mips_35
mips_35_03
mips_35_03_12
mips_63
mips_63_01
at_At3g12630 mips_04_05_01_01 "unknown protein"
mips_04_05_01_04_01
mips_04_05_01_04_03
mips_04_05_99
mips_04_99
at_At3g13310 - mips_11_01_05 "DnaJ protein, putative"
mips_62_02_01_02
at_At3g51080 mips_04_05_01_04_01 "transcription factor-like protein"
mips_04_05_01_04_05
mips_14_01
mips_14_01_03
mips_14_01_03_01
mips_25_05_10
at_At4g09120 - mips_20_25_16 "putative protein"
mips_47_03_15
mips_47_03_15_07
at_At4g09600 - mips_20_20 "gibberellin-regulated protein GASA3 precursor"
mips_20_20_18
at_At4g17460 - mips_25_05_10 "homeobox-leucine zipper protein HAT1 (hd-zip protein 1)"
mips_25_05_13
at_At4g17520 - mips_04_05_05_11 "nuclear RNA binding protein A-like protein"
mips_63_03_03
at_At4g22250 - mips_14_04_03_03 "hypothetical protein"
mips_48
at_At4g24470 - mips_25_05_15 "unknown protein"
mips_35
mips_35_03
mips_35_03_12
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_At4g38560 - mips_01_06_04 "Phospholipase like protein"
at_At5g08520 - mips_10_05_01 "putative protein"
mips_10_05_01_10
at_At5g14920 - mips_20_20 "unknown protein"
mips_20_20_18
at_At5g15230 - mips_20_20 "GASA4"
mips_20_20_18
at_At5g18550 - mips_63_03_01 "zinc finger -like protein"
at_At5g19490 - mips_40_10_99 "putative protein"
at_At5g25490 - mips_40_10_05 "putative protein"
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_At5g44080 - mips_40_10_05 "bZIP protein AtbZIP13"
at_At5g44780 - mips_14_04_03 "unknown protein"
mips_14_04_03_01
mips_29
at_At1g26110 - mips_06_10 "putative protein"
mips_13_07
mips_20_25
mips_20_25_01
mips_20_25_01_03
mips_20_25_01_07
mips_20_25_16
mips_20_25_16_09
mips_40_27
mips_40_27_99
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_47
mips_47_03
mips_47_03_02
mips_63_17
mips_63_17_09
Propertest Accuracy: 6/42 (14.29%)
Propertest Frequency class 'mips_04_05_01': 264/3789 (6.97%)
New (unknown) data (2463 items):
at_At1g02340 - no entry null
at_At1g02750 - no entry null
at_At1g02900 - no entry null
at_At1g21510 - no entry null
at_At5g43420 - no entry null
at_At5g43540 - no entry null
at_At5g44260 - mips_14_01 "zinc finger like protein"
mips_25_03
at_At5g44540 - no entry null
at_At5g46780 - no entry null
at_At5g49080 - mips_30_01 "putative protein"
mips_40_01
at_At5g49280 - no entry null
at_At5g49640 - no entry null
at_At5g51190 - no entry null
at_At5g53830 - no entry null
at_At5g57000 - no entry null
at_At5g59170 - mips_40_01 "cell wall protein"
at_At5g60200 - no entry null
at_At5g61610 - mips_20_25 "putative protein"
at_At5g61910 - no entry null
at_At5g63260 - no entry null
at_At1g24630 - no entry null
at_At1g25440 - mips_11_01 "hypothetical protein"
mips_25_03
at_At1g26250 - no entry null
at_At5g66270 - no entry null
at_At1g27640 - no entry null
at_At1g28630 - no entry null
at_At1g29010 - no entry null
at_At1g29640 - no entry null
at_At1g49680 - no entry null
at_At1g51700 - no entry null
at_At1g54460 - no entry null
at_At1g03800 - no entry null
at_At1g04000 - no entry null
at_At1g04330 - no entry null
at_At1g05290 - no entry null
at_At1g60210 - no entry null
at_At1g64380 - no entry null
at_At1g72690 - no entry null
at_At1g76230 - no entry null
at_At1g78310 - no entry null
at_At2g20080 - no entry null
at_At2g22470 - no entry null
at_At2g22510 - no entry null
at_At2g23110 - no entry null
at_At2g27130 - mips_08_16 "predicted GPI-anchored protein"
mips_08_99
mips_67_13
at_At2g28400 - no entry null
at_At1g09670 - no entry null
at_At1g10120 - no entry null
at_At2g32310 - mips_25_03 "hypothetical protein"
at_At2g33780 - no entry null
at_At2g34720 - no entry null
at_At2g35910 - no entry null
at_At2g36020 - no entry null
at_At2g41010 - no entry null
at_At2g44290 - mips_08_16 "non-specific lipid transfer protein (nLTP) like protein"
mips_08_99
mips_67_13
at_At2g44440 - no entry null
at_At2g44720 - no entry null
at_At2g45680 - no entry null
at_At2g46420 - no entry null
at_At3g09710 - mips_20_25 "putative SF16 protein"
at_At1g11480 - no entry null
at_At3g14020 - no entry null
at_At3g15790 - no entry null
at_At3g19290 - no entry null
at_At3g20910 - no entry null
at_At3g23130 - no entry null
at_At3g30670 - mips_29 "hypothetical protein"
at_At3g42190 - no entry null
at_At3g43020 - no entry null
at_At3g46750 - no entry null
at_At3g48440 - no entry null
at_At3g49930 - no entry null
at_At3g50410 - no entry null
at_At3g54580 - no entry null
at_At3g55370 - no entry null
at_At3g59060 - no entry null
at_At3g60230 - no entry null
at_At3g60530 - no entry null
at_At4g00220 - no entry null
at_At4g00890 - mips_63_07 ""
at_At4g00940 - no entry null
at_At4g02170 - no entry null
at_At4g04900 - no entry null
at_At4g05170 - no entry null
at_At4g09830 - no entry null
at_At4g11430 - no entry null
at_At4g12340 - no entry null
at_At4g13390 - mips_30_01 "extensin-like protein"
at_At4g22470 - no entry null
at_At4g23480 - no entry null
at_At4g28180 - no entry null
at_At1g17380 - mips_10 "unknown protein"
mips_40_10
at_At4g30070 - no entry null
at_At4g36730 - mips_30_10 "G-box binding bZip transcription factor GBF1 / AtbZip41"
at_At5g03230 - no entry null
at_At5g05280 - no entry null
at_At5g06640 - mips_30_01 "putative protein"
mips_40_01
at_At5g07040 - no entry null
at_At5g08770 - no entry null
at_At5g12840 - no entry null
at_At5g15510 - no entry null
at_At5g15600 - no entry null
at_At5g15790 - no entry null
at_At5g16200 - no entry null
at_At5g16820 - mips_30_10 "Heat Shock Factor 3"
at_At5g30460 - mips_29 "putative protein"
mips_99
at_At5g33210 - no entry null
at_At5g35090 - no entry null
at_At5g36960 - no entry null
at_At5g38740 - no entry null
at_At5g40430 - no entry null
at_At5g41560 - no entry null
at_At5g42290 - no entry null
at_At1g02700 - no entry null
at_At1g62530 - no entry null
at_At1g76410 - mips_04 "putative RING zinc finger protein"
mips_98
at_At1g77970 - no entry null
at_At1g80450 - no entry null
at_At2g17240 - no entry null
at_At2g17400 - no entry null
at_At2g20870 - no entry null
at_At2g26580 - no entry null
at_At2g28390 - no entry null
at_At2g28510 - no entry null
at_At1g07090 - no entry null
at_At1g07330 - no entry null
at_At1g08790 - no entry null
at_At1g10480 - no entry null
at_At2g33520 - no entry null
at_At2g35470 - no entry null
at_At2g37300 - no entry null
at_At2g42360 - no entry null
at_At2g42610 - no entry null
at_At3g16760 - no entry null
at_At3g19580 - no entry null
at_At3g21270 - no entry null
at_At3g21400 - no entry null
at_At3g45370 - no entry null
at_At3g50610 - no entry null
at_At3g51180 - no entry null
at_At3g51810 - no entry null
at_At3g54590 - no entry null
at_At3g61850 - no entry null
at_At4g00820 - no entry null
at_At4g02140 - no entry null
at_At4g04730 - no entry null
at_At4g08410 - mips_30_01 "extensin-like protein"
mips_40_01
at_At4g13040 - no entry null
at_At4g18880 - no entry null
at_At4g21040 - no entry null
at_At1g19610 - no entry null
at_At4g33450 - no entry null
at_At4g37710 - no entry null
at_At5g01280 - no entry null
at_At5g03510 - no entry null
at_At5g07570 - mips_13_07 "glycine/proline-rich protein"
mips_20
mips_40_02
at_At5g09520 - no entry null
at_At5g09530 - mips_10 "periaxin - like protein"
mips_13
mips_13_07
mips_63_19
mips_67
at_At5g09750 - no entry null
at_At5g09960 - no entry null
at_At5g23130 - mips_30_01 "unknown protein"
at_At5g35140 - no entry null
at_At5g36760 - no entry null
at_At5g40120 - no entry null
at_At1g21310 - no entry null
at_At1g21340 - no entry null
at_At5g43170 - mips_63_01 "Cys2/His2-type zinc finger protein 3 (dbj|BAA85109.1)"
mips_63_03
at_At5g59080 - no entry null
at_At5g62550 - no entry null
at_At5g64310 - no entry null
at_At5g67450 - no entry null
at_At1g26260 - no entry null
at_At1g26620 - no entry null
at_At1g28310 - no entry null
at_At1g31580 - no entry null
at_At1g35330 - no entry null
at_At1g49230 - no entry null
at_At1g01730 - no entry null
at_At1g03320 - no entry null
at_At1g03820 - no entry null
at_At1g53010 - no entry null
at_At1g60670 - no entry null
at_At1g68480 - no entry null
at_At1g73550 - mips_08 ""
mips_08_99
mips_67_13
at_At1g04990 - no entry null
at_At1g74660 - no entry null
at_At1g78080 - no entry null
at_At1g80730 - no entry null
at_At2g03810 - no entry null
at_At2g14340 - no entry null
at_At2g18070 - no entry null
at_At2g19030 - no entry null
at_At2g19810 - no entry null
at_At2g20070 - no entry null
at_At2g25920 - no entry null
at_At2g28540 - no entry null
at_At1g07640 - no entry null
at_At2g33690 - no entry null
at_At2g33850 - no entry null
at_At2g37070 - no entry null
at_At2g39870 - no entry null
at_At2g41070 - no entry null
at_At2g42190 - no entry null
at_At2g42410 - no entry null
at_At2g42430 - no entry null
at_At2g42440 - no entry null
at_At2g47560 - no entry null
at_At3g07230 - no entry null
at_At3g15300 - no entry null
at_At3g18050 - no entry null
at_At1g13400 - no entry null
at_At3g22610 - no entry null
at_At3g23170 - no entry null
at_At3g45170 - no entry null
at_At3g45610 - no entry null
at_At3g50350 - no entry null
at_At3g52440 - no entry null
at_At3g53600 - no entry null
at_At3g62090 - no entry null
at_At4g02640 - mips_65 "bZIP protein Atbzip10"
at_At4g08400 - mips_30_01 "extensin-like protein"
mips_40_01
at_At4g09030 - mips_40_01 "arabinogalactan-protein AGP10"
at_At4g17920 - no entry null
at_At4g20020 - no entry null
at_At4g20420 - no entry null
at_At4g21340 - no entry null
at_At4g25580 - no entry null
at_At4g26130 - no entry null
at_At4g26880 - no entry null
at_At1g18330 - no entry null
at_At1g18840 - mips_63_06 "hypothetical protein"
at_At4g28790 - no entry null
at_At4g28870 - no entry null
at_At4g34410 - no entry null
at_At4g38080 - no entry null
at_At5g06630 - mips_30_01 "putative protein"
mips_40_01
at_At5g06650 - no entry null
at_At5g07500 - no entry null
at_At5g09480 - no entry null
at_At5g09940 - no entry null
at_At5g13310 - no entry null
at_At5g13970 - no entry null
at_At1g22500 - no entry null
at_At5g22040 - no entry null
at_At5g25160 - no entry null
at_At5g35190 - mips_40_01 "extensin -like protein"
at_At5g47390 - no entry null
at_At5g52300 - no entry null
at_At1g26600 - no entry null
at_At1g28400 - no entry null
at_At5g57370 - no entry null
at_At5g60680 - no entry null
at_At5g64690 - no entry null
at_At5g64780 - no entry null
at_At5g65330 - no entry null
at_At5g65390 - no entry null
at_At5g65590 - no entry null
at_At1g30970 - mips_63_03 "putative 11-zinc finger protein"
------------------
Rule 5844
ss(_1,_3,b,_2),coil_dist(_1,41.76-48.08),a_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,1.0-3.0),a_len(_2,30.0-1200.0) = 0
ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),coil_dist(_1,41.76-48.08) = 0
ss(_1,_3,c,_2),c_len(_3,9.0-11.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,1.0-3.0) = 0
ss(_1,_3,c,_2),c_len(_3,9.0-11.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,9.0-11.0) = 0
ss(_1,_3,c,_2),c_len(_3,3.0-6.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,9.0-11.0) = 0
ss(_1,_3,c,_2),a_len(_2,1.0-3.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 1
ss(_1,_3,b,_2),alpha_dist(_1,45.54-101.0),b_len(_3,3.0-6.0),a_len(_2,15.0-30.0) = 1
ss(_1,_3,b,_2),b_len(_3,11.0-15.0),ss(_1,_5,b,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),a_len(_4,11.0-15.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,11.94-19.41),c_len(_2,15.0-30.0),a_len(_3,11.0-15.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,5.15-11.94),c_len(_2,9.0-11.0),a_len(_3,1.0-3.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),c_len(_2,1.0-3.0),a_len(_3,30.0-1200.0) = 0
-> class mips_01_05_07 "C-compound, carbohydrate transport"
Evaluation on training data (4955 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_At5g42420 - mips_01_05_01_03_02 "putative protein"
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At5g45380 - mips_08 "urea active transporter-like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_13_01_03
mips_13_01_03_99
mips_40_02
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_04_07
mips_67_07
mips_67_07_99
mips_67_21
mips_67_50
mips_67_50_03
mips_67_50_03_03
at_At5g53550 - mips_14_04_03 "EspB-like protein"
mips_14_04_03_03
mips_67_11
mips_67_99
at_At5g55950 - mips_01_05_01_03 "unknown protein"
mips_01_05_01_03_02
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
mips_67_16
mips_67_50_05
at_At5g62890 - mips_01_03_19 "permease 1 - like protein"
mips_67_07
mips_67_07_99
mips_67_50_03
mips_67_99
at_At5g67340 - mips_06_04 "putative protein"
mips_08
mips_10_01
mips_10_01_01
mips_40_03
mips_63_01
at_At1g30560 mips_01_05_07 "unknown protein, 5' partial"
mips_08_19
mips_45_03_17
mips_67_07
mips_67_07_99
mips_67_99
at_At1g47240 - mips_08_19 "stress response protein Nramp2"
mips_11_05_01
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_20_25
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At1g47590 - mips_08_16 "hypothetical protein"
mips_10_01_05
mips_10_01_05_05
mips_63_19_05
at_At1g50310 mips_01_05_04 "hexose transporter, putative"
mips_01_05_07
mips_08_19
mips_67_07
at_At1g54370 - mips_67_01 "Na+/H+ exchanger 5 (NHX5)"
mips_67_50_05
at_At1g05030 mips_01 "putative sugar transporter protein"
mips_01_05
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
mips_40_02
mips_67
mips_67_07
at_At1g55930 - mips_11_05 "unknown protein"
mips_11_05_05
mips_11_05_05_01
mips_11_07_05
mips_13_01_01
mips_13_01_01_01
mips_40_30
mips_67_04_01
mips_67_04_01_01
at_At1g66570 - mips_33 "hypothetical protein"
mips_33_03
mips_33_03_99
mips_40_02
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_09
mips_67_07
mips_67_50
mips_67_50_03
at_At1g70260 - mips_01_05_01_03 "hypothetical protein"
mips_01_05_01_03_02
mips_25_03
at_At1g71890 - mips_33 "putative sucrose transport protein"
mips_33_03
mips_33_03_99
mips_47_03_15
mips_47_03_15_09
mips_67_07
mips_67_50
mips_67_50_03
at_At1g76800 - mips_13_01 "nodulin-like protein"
mips_13_01_01
mips_13_01_01_99
at_At1g06970 - mips_67_04_01 "hypothetical protein"
mips_67_04_01_02
at_At2g16120 mips_01_05 "putative sugar transporter"
mips_01_05_07
mips_08
mips_08_19
mips_40_02
mips_67
mips_67_07
at_At2g28520 - mips_40_25 "putative vacuolar proton-ATPase subunit"
mips_47_03_07
mips_47_03_07_01
mips_67_04_01
mips_67_04_01_02
at_At1g08930 mips_01_05_07 "ERD6 protein"
mips_08_19
mips_67_07
at_At1g08960 - mips_67_04_01 "hypothetical protein"
mips_67_04_01_02
mips_67_50_05
at_At2g33820 mips_01_05_07 "putative mitochondrial carrier protein"
mips_08_04
mips_67_07
at_At2g38060 - mips_01 "putative Na+-dependent inorganic phosphate cotransporter"
mips_01_04_07
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_67
mips_67_04_07
mips_67_04_07_07
mips_67_50_03
mips_67_50_03_03
mips_98
at_At2g43240 mips_01_05_07 "unknown protein"
mips_06_07_02
mips_08_07
mips_08_07_05
mips_40_08
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
at_At2g43330 mips_01_05_07 "membrane transporter like protein"
mips_08_19
mips_67_07
at_At1g12500 - mips_01_05_01_03_02 "hypothetical protein"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
at_At3g17130 - mips_01_05_99 "hypothetical protein"
mips_40_01
at_At3g21160 - mips_01_05_01_01_02 "putative alpha 1,2-mannosidase"
at_At3g24290 - mips_08_19 "ammonium transporter, putative"
mips_67_04_01
mips_67_04_01_02
mips_67_04_07
at_At3g30340 - mips_01_04 "hypothetical protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_25_03
at_At3g47420 mips_01_04 "putative sugar transporter protein"
mips_01_04_07
mips_01_05
mips_01_05_07
mips_08
mips_08_19
mips_40_02
mips_67
mips_67_04
mips_67_04_07
mips_67_04_07_07
mips_67_07
mips_67_50
mips_67_50_03
mips_67_99
at_At3g62270 - mips_10_05 "putative protein"
mips_13_01
mips_13_01_03
mips_14_01
mips_40_02
mips_67_04
mips_67_04_07
mips_67_04_07_09
mips_67_04_07_99
mips_67_50
mips_67_50_05
at_At4g00370 mips_01 ""
mips_01_04
mips_01_04_07
mips_01_05
mips_01_05_07
mips_40
mips_40_02
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_04_07
mips_67_04_07_07
mips_67_04_07_99
mips_67_50
mips_67_50_03
mips_98
at_At1g16390 mips_01_05_07 "putative transport protein"
mips_11_07_05
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_05
mips_67_04_01
mips_67_07
mips_67_21
at_At4g16480 mips_01_05_07 "membrane transporter like protein"
mips_01_06_13
mips_02_11
mips_08_19
mips_67_07
mips_67_15
at_At4g21480 mips_01_05 "glucose transporter"
mips_01_05_07
mips_08
mips_08_19
mips_40_02
mips_67
mips_67_07
at_At4g25220 mips_01_05_07 "putative protein"
mips_08
mips_08_19
mips_40_02
mips_67_07
mips_67_50
mips_67_50_03
mips_67_99
at_At1g18940 mips_01_05_07 "hypothetical protein"
mips_67_07
mips_67_99
at_At4g31340 - mips_25_05_01 "unknown protein"
mips_63_06
at_At4g31600 - mips_01_05_01_03 "unknown protein"
mips_01_05_01_03_02
mips_08_02
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
at_At4g34950 mips_01_05_07 "putative protein"
mips_01_06
mips_01_06_13
mips_08_16
mips_08_19
mips_40_02
mips_40_30
mips_63_99
mips_67_07
mips_67_50_03
mips_67_50_03_01
at_At4g39390 - mips_01_05_01_03_02 "putative protein"
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
mips_67_16
mips_67_50_05
at_At5g03570 - mips_14 "transporter like protein"
mips_14_04
mips_25
mips_25_05
mips_40_03
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At1g19450 mips_01_05_07 "integral membrane protein, putative"
mips_08_19
mips_67
mips_67_07
at_At1g20860 mips_01_04_07 "putative inorganic phosphate transporter protein"
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_67
mips_67_04_07
mips_67_07
at_At5g14120 mips_01_01 "nodulin-like protein"
mips_01_01_07
mips_01_05
mips_01_05_07
mips_08
mips_08_16
mips_63_99
mips_67
mips_67_04
mips_67_04_07
mips_67_04_07_99
mips_67_10
at_At5g15100 - mips_20_20 "auxin transport protein - like"
mips_20_20_18
mips_67_99
at_At5g16150 mips_01_05 "sugar transporter like protein"
mips_01_05_07
mips_08_19
mips_40_30
mips_67
mips_67_07
mips_67_50_03
mips_67_50_03_01
at_At5g16740 - mips_01_01_07 "putative protein"
mips_67_10
mips_67_12
at_At5g17010 mips_01_05_07 "sugar transporter - like protein"
mips_08_19
mips_67_07
at_At5g17630 - mips_01_05_01 "glucose 6 phosphate/phosphate translocator-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
at_At5g17860 - mips_67_04 "potassium-dependent sodium-calcium exchanger - like protein"
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
at_At5g20380 - mips_01_04_07 "putative protein"
mips_67_04_07
mips_67_04_07_07
mips_67_50_03
at_At5g23270 mips_01_05_04 "monosaccharide transporter"
mips_01_05_07
mips_08_19
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_67_07
at_At5g33320 - mips_01_05_01_03_02 "phosphate/phosphoenolpyruvate translocator precursor"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
at_At5g38820 - mips_01_01_07 "transporter -like protein"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
Training Accuracy: 22/58 (37.93%)
Training Frequency class 'mips_01_05_07': 78/4955 (1.57%)
Evaluation on validation data (2463 items):
at_At1g54730 mips_01_05_04 "Unknown protein"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_67_07
at_At1g60030 - mips_01_03_19 "hypothetical protein"
mips_67_07
mips_67_07_99
mips_67_50
mips_67_50_03
mips_67_99
at_At1g67300 mips_01 "putative transport protein"
mips_01_05
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
mips_40_02
mips_67
mips_67_07
at_At2g05760 - mips_01_03 "putative membrane transporter"
mips_01_03_19
mips_67_07
mips_67_07_99
mips_67_50
mips_67_50_03
mips_67_99
at_At2g20780 mips_01_05_07 "putative sugar transporter"
mips_08_19
mips_67_07
at_At1g06470 - mips_01_05_01_03 "integral membrane protein, putative"
mips_01_05_01_03_02
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
at_At1g06890 - mips_01_05_01 "unknown protein (At1g06890)"
mips_01_05_01_03
mips_01_05_01_03_02
mips_10_05
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At1g08890 mips_01_05_04 "putative sugar transport protein, ERD6"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_30_01
mips_40_30
mips_67_07
mips_67_50
mips_67_50_03
mips_67_50_03_01
at_At2g38940 mips_01_04 "phosphate transporter (AtPT2)"
mips_01_04_07
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_67_04
mips_67_04_07
mips_67_07
at_At3g14410 - mips_01_05_01_03_02 "unknown protein"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
at_At3g17430 - mips_01_05_01 "Unknown protein (At3g17430; MTO12.2)"
mips_01_05_01_03
mips_01_05_01_03_02
mips_08
mips_08_02
mips_10_05
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At3g19940 mips_01_05_07 "putative monosaccharide transport protein, STP4"
mips_08_19
mips_67_07
at_At3g45060 - mips_01_04_07 "high-affinity nitrate transporter - like protein"
mips_67_04_07
mips_67_04_07_07
mips_67_50_03
at_At3g62470 - mips_04_05_99 "putative protein"
at_At3g62540 - mips_04_05_99 "putative protein"
at_At4g22340 - mips_13_11_01 "CDP-diacylglycerol synthetase-like protein"
mips_20_25_01
mips_20_25_01_01
mips_30_02
mips_40_10_05
at_At4g30350 - mips_06_01 "putative protein"
mips_06_13_99
mips_06_99
mips_11_01_05
mips_63_19_03
at_At4g30420 - mips_01_05 "nodulin-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_98
at_At4g33700 - mips_11 "unknown protein"
mips_11_05
mips_11_05_05
mips_11_05_05_01
mips_11_07
mips_11_07_05
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_30
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At5g16070 - mips_25_05_25 "TCP-1 chaperonin-like protein"
mips_30_04_03
mips_30_04_05
mips_47_03_15
mips_47_03_15_07
at_At5g27350 mips_01_05_04 "sugar transporter like protein"
mips_01_05_07
mips_08_19
mips_67_07
at_At1g21870 - mips_01_05_01_03_02 "glucose 6 phosphate/phosphate translocator, putative"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At1g48370 - mips_14_04_03 "unknown protein"
mips_14_04_03_03
mips_67_11
mips_67_99
at_At1g54090 - mips_08_16 "hypothetical protein"
mips_13
mips_13_03
mips_13_03_01
mips_40_04
mips_40_04_03
Validation Accuracy: 7/24 (29.17%)
Validation Frequency class 'mips_01_05_07': 36/2463 (1.46%)
Evaluation on propertest data (3789 items):
at_At1g34580 mips_01 "monosaccharide transporter, putative"
mips_01_05
mips_01_05_07
mips_08
mips_08_19
mips_40_02
mips_67
mips_67_07
at_At1g64780 - mips_08_19 "putative protein"
mips_67_04_01
mips_67_04_01_02
mips_67_04_07
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_At1g74810 - mips_67 "putative anion exchanger"
mips_67_04_07
mips_67_50_03
mips_67_50_05
at_At1g75220 mips_01_05_07 "integral membrane protein, putative"
mips_08
mips_08_19
mips_40_02
mips_67_07
at_At1g79410 mips_01_05_07 "hypothetical protein"
mips_67_04
mips_67_07
mips_67_21
at_At2g13650 - mips_01_05_01_03_02 "putative vanadate resistance protein"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
at_At2g16970 mips_01_05_07 "putative tetracycline transporter protein"
mips_08_16
mips_11_07_05
mips_40_30
mips_67_07
mips_67_28
mips_67_50_05
at_At2g18480 mips_01_05_04 "putative sugar transporter"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_67_07
at_At2g23150 - mips_08_19 "putative metal ion transporter (NRAMP)"
mips_11_05_01
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_67_50
mips_67_50_03
mips_67_50_03_01
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_At2g34190 - mips_01_03 "putative membrane transporter"
mips_01_03_19
mips_03_01
mips_67_07
mips_67_07_99
mips_67_99
at_At2g38170 - mips_08_13 "Ca2+ antiporter like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_13_05
mips_40_25
mips_40_30
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
mips_67_50_05_01
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_At3g10290 - mips_01_05_01_03 "unknown protein"
mips_01_05_01_03_02
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At3g13050 mips_01_05_04 "putative transporter"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_67_07
at_At3g16090 - mips_25_05_10 "putative zinc finger protein"
at_At3g19930 mips_01_05_07 "monosaccharide transport protein, STP4"
mips_08_19
mips_67_07
at_At1g10540 - mips_01_03 "putative permease"
mips_01_03_19
mips_03_01
mips_08
mips_40_02
mips_67_07
mips_67_07_99
mips_67_50
mips_67_50_03
mips_67_99
at_At1g11260 mips_01_05_07 "glucose transporter"
mips_08
mips_08_19
mips_40_02
mips_67_07
at_At3g20460 mips_01_05_04 "sugar transporter, putative"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_67_07
at_At3g44930 - mips_67_04_01 "putative protein"
mips_67_04_01_02
at_At3g53560 - mips_06_07_02 "putative protein"
mips_06_07_02_01
mips_06_13_01
at_At1g16380 - mips_67_04_01 "putative Na/H antiporter"
mips_67_04_01_02
at_At4g12030 - mips_13_01 "Sodium Bile acid symporter (SBF) like protein"
mips_13_01_01
mips_40_30
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_04_07
mips_67_04_07_99
mips_67_07
mips_67_07_99
mips_67_28
mips_67_50
mips_67_50_03
mips_67_50_03_03
mips_67_99
at_At4g15230 - mips_01_07 "ABC transporter like protein"
mips_01_07_01
mips_67_10
mips_67_50
mips_67_50_25
at_At4g24120 - mips_14_04_03 "unknown protein"
mips_14_04_03_03
mips_67_11
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_At5g02410 - mips_01_05_04 "putative protein"
at_At5g13760 - mips_67_07 "unknown protein"
mips_67_07_99
mips_67_12
at_At5g14570 mips_01_04_07 "high affinity nitrate transporter - like protein"
mips_01_05_07
mips_67_04_07
mips_67_04_07_07
mips_67_04_07_99
mips_67_50_03
at_At1g23480 - mips_01_05_01_03_02 "putative glucosyltransferase"
mips_30_34
mips_30_34_03
at_At5g26820 - mips_67_04_01 "unknown protein"
mips_67_04_01_01
at_At5g43370 mips_01_04_07 "inorganic phosphate transporter (dbj|BAA24282.1)"
mips_01_05_07
mips_08_19
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_67_04_07
mips_67_07
at_At5g43610 - mips_33_03_99 "sucrose transporter protein"
mips_47_03_15
mips_47_03_15_09
mips_67_07
mips_67_50_03
at_At5g44370 mips_01_04_07 "Na+-dependent inorganic phosphate cotransporter-like protein"
mips_01_05_07
mips_67_04_07
mips_67_04_07_07
mips_67_04_07_99
mips_67_50
mips_67_50_03
at_At5g51540 - mips_01_20_37 "putative protein"
mips_06_13_01
mips_06_13_99
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_30_16
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_At5g54800 - mips_01_05_01 "glucose-6-phosphate/phosphate translocator"
mips_01_05_01_03
mips_01_05_01_03_02
mips_08
mips_08_02
mips_10_05
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At5g60780 - mips_67_04_07 "high affinity nitrate transporter protein - like"
mips_67_50_03
at_At5g61520 mips_01_05_07 "monosaccharide transporter STP3"
mips_08_19
mips_67_07
Propertest Accuracy: 14/40 (35.00%)
Propertest Frequency class 'mips_01_05_07': 46/3789 (1.21%)
New (unknown) data (2463 items):
at_At1g01020 - mips_99 "unknown protein"
at_At5g45460 - no entry null
at_At5g45480 - no entry null
at_At5g46530 - no entry null
at_At5g55740 - mips_02_30 "selenium-binding protein-like"
mips_08_99
at_At1g29310 - mips_08_99 "transport protein sec61 alpha subunit, putative"
mips_67_99
at_At1g31720 - no entry null
at_At1g43630 - no entry null
at_At1g50240 - no entry null
at_At1g52580 - no entry null
at_At1g03670 - mips_63_07 "hypothetical protein"
at_At1g04200 - no entry null
at_At1g57990 - no entry null
at_At1g68570 - mips_67_11 "peptide transporter, putative"
at_At1g68650 - no entry null
at_At1g69700 - mips_08 "AtHVA22c"
mips_08_07
at_At1g69860 - mips_67_11 "putative peptide transporter"
at_At1g74450 - no entry null
at_At1g74770 - no entry null
at_At1g77860 - no entry null
at_At2g17670 - no entry null
at_At2g18630 - no entry null
at_At2g21120 - no entry null
at_At2g22010 - no entry null
at_At2g22320 - no entry null
at_At1g08430 - no entry null
at_At2g31190 - no entry null
at_At2g34250 - mips_08_99 "putative protein transport protein SEC61 alpha subunit"
mips_67_99
at_At2g34370 - no entry null
at_At2g40710 - no entry null
at_At2g45890 - no entry null
at_At3g26670 - no entry null
at_At1g12750 - no entry null
at_At3g59090 - no entry null
at_At3g59310 - no entry null
at_At3g59330 - no entry null
at_At3g59800 - no entry null
at_At3g60590 - no entry null
at_At3g60800 - no entry null
at_At4g13590 - no entry null
at_At4g14390 - mips_40_04 "hypothetical protein"
mips_63_07
at_At4g21910 - no entry null
at_At1g18880 - mips_67 "putative protein"
mips_67_10
mips_67_11
at_At4g35870 - no entry null
at_At4g36560 - no entry null
at_At4g38320 - no entry null
at_At5g07050 - no entry null
at_At5g11960 - no entry null
at_At5g14940 - mips_67_11 "oligopeptide transporter -like protein"
at_At5g19640 - mips_67_11 "peptide transport protein-like"
at_At5g37430 - no entry null
at_At1g01550 - no entry null
at_At1g59740 - mips_67_11 "unknown protein"
at_At1g64650 - no entry null
at_At1g66110 - no entry null
at_At1g72140 - mips_67_11 "peptide transporter PTR2-B, putative"
at_At2g01590 - no entry null
at_At3g12360 - mips_63_07 "unknown protein"
at_At1g11110 - no entry null
at_At1g11760 - no entry null
at_At1g15180 - no entry null
at_At3g54510 - no entry null
at_At3g58590 - no entry null
at_At3g59340 - no entry null
at_At4g01360 - no entry null
at_At4g03440 - no entry null
at_At4g03460 - no entry null
at_At4g03480 - mips_30_04 "hypothetical protein"
mips_40_04
mips_63_07
at_At4g19090 - no entry null
at_At4g37680 - no entry null
at_At5g14820 - no entry null
at_At5g15000 - no entry null
at_At1g22030 - no entry null
at_At1g22550 - mips_67_11 "Similar to LeOPT1 [Lycopersicon esculentum"
at_At5g65980 - no entry null
at_At1g26460 - no entry null
at_At1g26650 - no entry null
at_At1g30360 - no entry null
at_At1g48270 - no entry null
at_At1g52190 - mips_67 "peptide transporter like protein"
mips_67_10
mips_67_11
at_At1g57680 - no entry null
at_At1g64890 - no entry null
at_At1g78720 - mips_06_04 "hypothetical protein"
mips_08
mips_08_99
mips_20
mips_40_07
mips_67_99
at_At2g16660 - mips_08_16 "nodulin-like protein"
mips_63_99
at_At2g27240 - no entry null
at_At1g10340 - no entry null
at_At2g32280 - no entry null
at_At3g23200 - no entry null
at_At3g25280 - mips_67_11 "nitrate transporter, putative"
at_At3g27020 - no entry null
at_At3g28050 - no entry null
at_At3g45690 - mips_67_11 "putative transporter protein"
at_At3g45720 - mips_67_11 "putative transporter protein"
at_At3g48640 - no entry null
at_At3g50830 - no entry null
at_At3g59030 - no entry null
at_At3g61500 - no entry null
at_At4g03490 - mips_63_07 "hypothetical protein"
at_At4g03760 - no entry null
at_At4g05130 - no entry null
at_At4g17970 - no entry null
at_At4g19080 - no entry null
at_At4g24250 - no entry null
at_At4g30820 - no entry null
at_At5g01180 - mips_67_11 "oligopeptide transporter - like protein"
at_At5g09950 - no entry null
at_At5g10780 - no entry null
at_At5g12170 - no entry null
at_At5g18970 - no entry null
at_At5g24600 - no entry null
at_At5g37920 - no entry null
at_At5g41000 - no entry null
at_At5g45470 - no entry null
at_At5g45540 - no entry null
at_At5g49130 - no entry null
at_At5g51340 - no entry null
at_At5g55350 - no entry null
at_At1g24510 - mips_06_01 "T-complex chaperonin protein , epsilon subunit"
at_At5g60070 - mips_30 "ankyrin-like protein"
mips_30_04
mips_40_02
mips_40_08
mips_67
mips_67_99
------------------