Rule 7455
gravy > -0.291
gravy <= 0.219
fm3_ratio > 0.56
yi4_ratio <= 0.59
wp5_ratio <= 0.114
fc7_ratio > 0.1
hm7_ratio <= 0.253
wp7_ratio <= 0.171
-> class mips_02_30 "photosynthesis"
Evaluation on training data (5760 items):
at_At1g09190 mips_02_30 "hypothetical protein"
at_At1g17630 mips_02_30 "hypothetical protein"
mips_08_99
at_At1g26900 mips_02_30 "hypothetical protein"
mips_08_99
at_At1g28690 mips_02_30 "hypothetical protein"
mips_08_99
at_At1g56570 mips_02_30 "hypothetical protein"
mips_08_99
at_At1g69350 mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At1g74600 mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At2g36730 mips_02_30 "hypothetical protein"
mips_08_99
at_At3g09040 mips_02_30 "hypothetical protein"
mips_08_99
at_At3g22150 mips_02_30 "hypothetical protein"
mips_08_99
at_At3g25060 mips_02_30 "hypothetical protein"
mips_08_99
at_At3g26540 mips_02_30 "hypothetical protein"
mips_08_99
at_At3g29230 mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At3g47840 mips_02 "putative protein"
mips_02_30
mips_08
mips_08_99
mips_99
at_At3g50420 mips_02_30 "putative protein"
mips_08_99
at_At4g04370 mips_02_30 "hypothetical protein"
mips_08_99
at_At4g25270 mips_02_30 "putative protein"
mips_06_01
mips_08_99
at_At4g38010 mips_02 "putative protein"
mips_02_30
mips_06
mips_06_01
mips_08
mips_08_99
mips_30
mips_30_26
mips_30_26_03
mips_99
at_At5g39350 mips_02 "putative protein"
mips_02_30
mips_08
mips_08_99
at_At5g55740 mips_02_30 "selenium-binding protein-like"
mips_08_99
at_At5g66500 mips_02_30 "putative protein"
mips_08_99
Training Accuracy: 21/21 (100.00%)
Training Frequency class 'mips_02_30': 38/5760 (0.66%)
Evaluation on validation data (2885 items):
at_At1g06140 mips_02_30 "hypothetical protein"
mips_06
mips_06_01
mips_08_99
at_At1g71460 mips_02_30 "unknown protein"
mips_08_99
at_At2g18940 - mips_04_05_99 "putative salt-inducible protein"
at_At2g34400 mips_02_30 "hypothetical protein"
mips_08_99
at_At2g39620 mips_02_30 "hypothetical protein"
mips_08_99
at_At2g40720 mips_02_30 "unknown protein"
mips_08_99
at_At2g45350 mips_02 "hypothetical protein"
mips_02_30
mips_08_99
at_At3g13880 mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At3g18970 - mips_30_26 "hypothetical protein"
mips_30_26_03
at_At3g20730 mips_02_30 "unknown protein"
mips_06
mips_08_99
at_At3g25970 mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At3g26630 mips_02_30 "unknown protein"
mips_08_99
at_At3g53360 mips_02 "putative protein"
mips_02_30
mips_08
mips_08_99
mips_99
at_At4g08210 mips_02_30 "putative protein"
mips_08_99
at_At4g21300 mips_02_30 "putative protein"
mips_08_99
Validation Accuracy: 13/15 (86.67%)
Validation Frequency class 'mips_02_30': 31/2885 (1.07%)
Evaluation on propertest data (4430 items):
at_At1g33350 mips_02_30 "unknown protein"
mips_08_99
at_At1g50270 mips_02_30 "hypothetical protein"
at_At1g52530 - mips_03_01_05_01 "F6D8.25"
at_At2g02750 mips_02 "hypothetical protein"
mips_02_30
mips_08_99
at_At2g22890 - mips_03_01_05_01 "unknown protein"
mips_06_07_05
mips_10_01_05_01
mips_10_01_05_01_04
at_At2g33680 mips_02_30 "hypothetical protein"
at_At2g35520 - mips_03_03_02 "defender against cell death protein"
mips_06_07_02
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_14_10_02_02
mips_14_10_02_99
at_At2g46050 mips_02_30 "hypothetical protein"
mips_06_01
mips_08_99
at_At3g12260 - mips_02_11_05 "putative protein"
at_At4g18840 - mips_06_01 "putative protein"
at_At4g20770 mips_02_30 "putative protein"
mips_08_99
at_At4g31070 - mips_06_01 "putative protein"
at_At5g08490 mips_02_30 "selenium-binding protein-like"
mips_08_99
at_At5g19020 mips_02_30 "putative protein"
mips_08_99
at_At5g37570 - mips_06_01 "putative protein"
at_At5g59600 mips_02_30 "putative protein"
mips_08_99
Propertest Accuracy: 9/16 (56.25%)
Propertest Frequency class 'mips_02_30': 36/4430 (0.81%)
New (unknown) data (2885 items):
at_At1g02370 - no entry null
at_At1g04840 - no entry null
at_At1g09410 - no entry null
at_At1g10330 - no entry null
at_At1g11290 - no entry null
at_At1g31430 - no entry null
at_At1g45190 - no entry null
at_At1g59720 - no entry null
at_At1g62260 - no entry null
at_At1g71420 - no entry null
at_At1g74630 - no entry null
at_At1g74790 - no entry null
at_At1g77170 - no entry null
at_At2g01510 - no entry null
at_At2g02980 - no entry null
at_At2g13600 - no entry null
at_At2g14730 - no entry null
at_At2g20540 - mips_99 "unknown protein"
at_At2g21090 - no entry null
at_At2g22070 - no entry null
at_At2g27610 - no entry null
at_At2g29760 - no entry null
at_At2g41080 - no entry null
at_At2g42920 - no entry null
at_At2g44880 - no entry null
at_At3g08640 - no entry null
at_At3g08820 - no entry null
at_At3g14330 - no entry null
at_At3g16610 - no entry null
at_At3g46790 - no entry null
at_At3g47530 - no entry null
at_At3g49170 - no entry null
at_At3g51320 - no entry null
at_At3g57430 - no entry null
at_At3g61170 - no entry null
at_At3g62890 - no entry null
at_At3g63370 - no entry null
at_At4g00180 - no entry null
at_At4g01030 - no entry null
at_At4g13650 - no entry null
at_At4g14050 - no entry null
at_At4g14820 - no entry null
at_At4g14850 - no entry null
at_At4g15720 - no entry null
at_At4g16840 - no entry null
at_At4g33170 - no entry null
at_At4g35130 - no entry null
at_At5g03800 - no entry null
at_At5g08510 - no entry null
at_At5g13270 - no entry null
at_At5g15340 - no entry null
at_At5g16860 - no entry null
at_At5g27110 - no entry null
at_At5g39680 - no entry null
at_At5g40410 - no entry null
at_At5g48910 - no entry null
at_At5g50990 - no entry null
at_At5g52850 - no entry null
at_At5g56310 - no entry null
at_At5g61800 - no entry null
at_At5g65570 - no entry null
at_At5g66520 - no entry null
at_At1g03510 - no entry null
at_At1g13410 - no entry null
at_At1g53600 - no entry null
at_At1g68930 - no entry null
at_At1g77010 - no entry null
at_At2g10480 - no entry null
at_At2g17210 - no entry null
at_At2g33760 - no entry null
at_At3g15930 - no entry null
at_At3g18840 - no entry null
at_At3g23330 - no entry null
at_At3g47030 - no entry null
at_At3g49710 - no entry null
at_At3g58590 - no entry null
at_At5g37880 - no entry null
at_At5g46460 - no entry null
at_At1g03540 - no entry null
at_At1g05750 - no entry null
at_At1g15510 - no entry null
at_At1g16480 - no entry null
at_At1g20230 - no entry null
at_At1g23450 - no entry null
at_At1g25360 - no entry null
at_At1g31790 - no entry null
at_At1g32410 - no entry null
at_At1g54880 - no entry null
at_At1g56690 - no entry null
at_At1g74400 - no entry null
at_At2g03880 - no entry null
at_At2g22410 - no entry null
at_At2g28050 - no entry null
at_At2g34020 - no entry null
at_At2g36800 - no entry null
at_At3g11460 - no entry null
at_At3g15130 - no entry null
at_At3g21470 - no entry null
at_At3g22010 - no entry null
at_At3g22690 - no entry null
at_At3g49740 - no entry null
at_At3g56550 - no entry null
at_At4g16540 - no entry null
at_At4g18750 - no entry null
at_At4g30700 - no entry null
at_At4g37380 - no entry null
at_At5g04780 - no entry null
at_At5g08310 - no entry null
at_At5g09950 - no entry null
at_At5g13230 - no entry null
at_At5g44230 - no entry null
at_At5g50390 - no entry null
at_At5g65660 - no entry null
------------------
Rule 7456
gravy > -0.291
gravy <= 0.219
fm3_ratio > 0.56
yi4_ratio <= 0.59
wp5_ratio <= 0.114
fc7_ratio > 0.1
hm7_ratio <= 0.253
wp7_ratio <= 0.171
-> class mips_08_99 "other intracellular transport activities"
Evaluation on training data (5760 items):
at_At1g09190 - mips_02_30 "hypothetical protein"
at_At1g17630 mips_02_30 "hypothetical protein"
mips_08_99
at_At1g26900 mips_02_30 "hypothetical protein"
mips_08_99
at_At1g28690 mips_02_30 "hypothetical protein"
mips_08_99
at_At1g56570 mips_02_30 "hypothetical protein"
mips_08_99
at_At1g69350 mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At1g74600 mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At2g36730 mips_02_30 "hypothetical protein"
mips_08_99
at_At3g09040 mips_02_30 "hypothetical protein"
mips_08_99
at_At3g22150 mips_02_30 "hypothetical protein"
mips_08_99
at_At3g25060 mips_02_30 "hypothetical protein"
mips_08_99
at_At3g26540 mips_02_30 "hypothetical protein"
mips_08_99
at_At3g29230 mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At3g47840 mips_02 "putative protein"
mips_02_30
mips_08
mips_08_99
mips_99
at_At3g50420 mips_02_30 "putative protein"
mips_08_99
at_At4g04370 mips_02_30 "hypothetical protein"
mips_08_99
at_At4g25270 mips_02_30 "putative protein"
mips_06_01
mips_08_99
at_At4g38010 mips_02 "putative protein"
mips_02_30
mips_06
mips_06_01
mips_08
mips_08_99
mips_30
mips_30_26
mips_30_26_03
mips_99
at_At5g39350 mips_02 "putative protein"
mips_02_30
mips_08
mips_08_99
at_At5g55740 mips_02_30 "selenium-binding protein-like"
mips_08_99
at_At5g66500 mips_02_30 "putative protein"
mips_08_99
Training Accuracy: 20/21 (95.24%)
Training Frequency class 'mips_08_99': 70/5760 (1.22%)
Evaluation on validation data (2885 items):
at_At1g06140 mips_02_30 "hypothetical protein"
mips_06
mips_06_01
mips_08_99
at_At1g71460 mips_02_30 "unknown protein"
mips_08_99
at_At2g18940 - mips_04_05_99 "putative salt-inducible protein"
at_At2g34400 mips_02_30 "hypothetical protein"
mips_08_99
at_At2g39620 mips_02_30 "hypothetical protein"
mips_08_99
at_At2g40720 mips_02_30 "unknown protein"
mips_08_99
at_At2g45350 mips_02 "hypothetical protein"
mips_02_30
mips_08_99
at_At3g13880 mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At3g18970 - mips_30_26 "hypothetical protein"
mips_30_26_03
at_At3g20730 mips_02_30 "unknown protein"
mips_06
mips_08_99
at_At3g25970 mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At3g26630 mips_02_30 "unknown protein"
mips_08_99
at_At3g53360 mips_02 "putative protein"
mips_02_30
mips_08
mips_08_99
mips_99
at_At4g08210 mips_02_30 "putative protein"
mips_08_99
at_At4g21300 mips_02_30 "putative protein"
mips_08_99
Validation Accuracy: 13/15 (86.67%)
Validation Frequency class 'mips_08_99': 28/2885 (0.97%)
Evaluation on propertest data (4430 items):
at_At1g33350 mips_02_30 "unknown protein"
mips_08_99
at_At1g50270 - mips_02_30 "hypothetical protein"
at_At1g52530 - mips_03_01_05_01 "F6D8.25"
at_At2g02750 mips_02 "hypothetical protein"
mips_02_30
mips_08_99
at_At2g22890 - mips_03_01_05_01 "unknown protein"
mips_06_07_05
mips_10_01_05_01
mips_10_01_05_01_04
at_At2g33680 - mips_02_30 "hypothetical protein"
at_At2g35520 - mips_03_03_02 "defender against cell death protein"
mips_06_07_02
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_14_10_02_02
mips_14_10_02_99
at_At2g46050 mips_02_30 "hypothetical protein"
mips_06_01
mips_08_99
at_At3g12260 - mips_02_11_05 "putative protein"
at_At4g18840 - mips_06_01 "putative protein"
at_At4g20770 mips_02_30 "putative protein"
mips_08_99
at_At4g31070 - mips_06_01 "putative protein"
at_At5g08490 mips_02_30 "selenium-binding protein-like"
mips_08_99
at_At5g19020 mips_02_30 "putative protein"
mips_08_99
at_At5g37570 - mips_06_01 "putative protein"
at_At5g59600 mips_02_30 "putative protein"
mips_08_99
Propertest Accuracy: 7/16 (43.75%)
Propertest Frequency class 'mips_08_99': 49/4430 (1.11%)
New (unknown) data (2885 items):
at_At1g02370 - no entry null
at_At1g04840 - no entry null
at_At1g09410 - no entry null
at_At1g10330 - no entry null
at_At1g11290 - no entry null
at_At1g31430 - no entry null
at_At1g45190 - no entry null
at_At1g59720 - no entry null
at_At1g62260 - no entry null
at_At1g71420 - no entry null
at_At1g74630 - no entry null
at_At1g74790 - no entry null
at_At1g77170 - no entry null
at_At2g01510 - no entry null
at_At2g02980 - no entry null
at_At2g13600 - no entry null
at_At2g14730 - no entry null
at_At2g20540 - mips_99 "unknown protein"
at_At2g21090 - no entry null
at_At2g22070 - no entry null
at_At2g27610 - no entry null
at_At2g29760 - no entry null
at_At2g41080 - no entry null
at_At2g42920 - no entry null
at_At2g44880 - no entry null
at_At3g08640 - no entry null
at_At3g08820 - no entry null
at_At3g14330 - no entry null
at_At3g16610 - no entry null
at_At3g46790 - no entry null
at_At3g47530 - no entry null
at_At3g49170 - no entry null
at_At3g51320 - no entry null
at_At3g57430 - no entry null
at_At3g61170 - no entry null
at_At3g62890 - no entry null
at_At3g63370 - no entry null
at_At4g00180 - no entry null
at_At4g01030 - no entry null
at_At4g13650 - no entry null
at_At4g14050 - no entry null
at_At4g14820 - no entry null
at_At4g14850 - no entry null
at_At4g15720 - no entry null
at_At4g16840 - no entry null
at_At4g33170 - no entry null
at_At4g35130 - no entry null
at_At5g03800 - no entry null
at_At5g08510 - no entry null
at_At5g13270 - no entry null
at_At5g15340 - no entry null
at_At5g16860 - no entry null
at_At5g27110 - no entry null
at_At5g39680 - no entry null
at_At5g40410 - no entry null
at_At5g48910 - no entry null
at_At5g50990 - no entry null
at_At5g52850 - no entry null
at_At5g56310 - no entry null
at_At5g61800 - no entry null
at_At5g65570 - no entry null
at_At5g66520 - no entry null
at_At1g03510 - no entry null
at_At1g13410 - no entry null
at_At1g53600 - no entry null
at_At1g68930 - no entry null
at_At1g77010 - no entry null
at_At2g10480 - no entry null
at_At2g17210 - no entry null
at_At2g33760 - no entry null
at_At3g15930 - no entry null
at_At3g18840 - no entry null
at_At3g23330 - no entry null
at_At3g47030 - no entry null
at_At3g49710 - no entry null
at_At3g58590 - no entry null
at_At5g37880 - no entry null
at_At5g46460 - no entry null
at_At1g03540 - no entry null
at_At1g05750 - no entry null
at_At1g15510 - no entry null
at_At1g16480 - no entry null
at_At1g20230 - no entry null
at_At1g23450 - no entry null
at_At1g25360 - no entry null
at_At1g31790 - no entry null
at_At1g32410 - no entry null
at_At1g54880 - no entry null
at_At1g56690 - no entry null
at_At1g74400 - no entry null
at_At2g03880 - no entry null
at_At2g22410 - no entry null
at_At2g28050 - no entry null
at_At2g34020 - no entry null
at_At2g36800 - no entry null
at_At3g11460 - no entry null
at_At3g15130 - no entry null
at_At3g21470 - no entry null
at_At3g22010 - no entry null
at_At3g22690 - no entry null
at_At3g49740 - no entry null
at_At3g56550 - no entry null
at_At4g16540 - no entry null
at_At4g18750 - no entry null
at_At4g30700 - no entry null
at_At4g37380 - no entry null
at_At5g04780 - no entry null
at_At5g08310 - no entry null
at_At5g09950 - no entry null
at_At5g13230 - no entry null
at_At5g44230 - no entry null
at_At5g50390 - no entry null
at_At5g65660 - no entry null
------------------
Rule 2907
numpos > 31
gravy <= -0.291
wh1_ratio <= 0.034
gw2_ratio <= 0.571
-> class mips_30_03 "cytoplasm"
Evaluation on training data (5760 items):
at_At1g04160 mips_08_07 "myosin heavy chain MYA2"
mips_08_16
mips_08_22
mips_14_04_03
mips_14_04_03_01
mips_20_25_01
mips_20_25_01_01
mips_30_03
mips_30_25
mips_63_06
at_At1g08730 mips_20_25 "putative myosin MYA1, class V (Z28389)"
mips_20_25_01
mips_20_25_01_01
mips_30_03
mips_45
mips_45_03
mips_45_03_12
mips_63_06
at_At1g17580 mips_20_25_01 "myosin"
mips_20_25_01_01
mips_30_03
at_At2g20290 mips_03_03_03 "putative myosin heavy chain"
mips_08_07
mips_08_16
mips_08_22
mips_13_11
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_20_25_01
mips_20_25_01_01
mips_30_03
mips_30_25
mips_40_04
mips_63_06
at_At2g31900 mips_08 "putative unconventional myosin"
mips_08_07
mips_08_16
mips_08_22
mips_13
mips_13_11
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_14_04_03
mips_14_04_03_01
mips_20_25
mips_20_25_01
mips_20_25_01_07
mips_30
mips_30_03
mips_30_04
mips_30_04_03
mips_30_25
mips_33
mips_33_03
mips_33_03_23
mips_40
mips_40_03
mips_40_04
mips_43
mips_43_03
mips_43_03_23
mips_63
mips_63_01
mips_63_06
mips_63_07
mips_63_19
at_At5g06600 - mips_06_07_05 "ubiquitin carboxyl-terminal hydrolase"
mips_20_25
at_At5g43900 mips_08_16 "myosin heavy chain MYA2 (pir||S51824)"
mips_08_22
mips_14_04_03_01
mips_20_25_01
mips_20_25_01_01
mips_30_03
mips_30_25
mips_63_06
Training Accuracy: 6/7 (85.71%)
Training Frequency class 'mips_30_03': 28/5760 (0.49%)
Evaluation on validation data (2885 items):
at_At1g04600 mips_30_03 "putative myosin heavy chain"
mips_30_04
mips_63_06
at_At1g54560 mips_20_25_01 ""
mips_20_25_01_01
mips_30_03
mips_63_06
mips_63_07
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_30_03': 18/2885 (0.62%)
Evaluation on propertest data (4430 items):
at_At1g58060 - mips_04_05_05 "hypothetical protein"
mips_04_05_05_01
mips_04_05_05_01_10
mips_04_05_05_11
mips_06_10
mips_63_19_03
at_At2g33240 mips_20_25_01 "putative myosin heavy chain"
mips_20_25_01_01
mips_30_03
mips_63_06
at_At3g17360 - mips_03_03_01_01 "kinesin-like protein"
mips_03_03_01_03
mips_03_03_04
mips_03_03_04_07
mips_40_10_03
mips_63_06
at_At4g28710 mips_06_04 "myosin heavy chain - like protein (fragment)"
mips_13_11
mips_20_25_01
mips_20_25_01_01
mips_30_03
mips_40_04
mips_63_06
at_At4g33200 mips_06_04 "myosin - like protein"
mips_13_11
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_30_03
mips_40_04
mips_63_06
at_At5g20490 mips_13_11 "myosin-like protein"
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_30_03
mips_40_04
mips_45
mips_45_03
mips_45_03_12
mips_63_06
mips_63_07
Propertest Accuracy: 4/6 (66.67%)
Propertest Frequency class 'mips_30_03': 27/4430 (0.61%)
New (unknown) data (2885 items):
at_At5g24280 - no entry null
------------------
Rule 5645
mh1_ratio <= 0.084
qw1_ratio <= 0.275
ww1_ratio <= 0.272
ci2_ratio > 0.314
lc3_ratio <= 0.75
ww3_ratio > 0.155
ep5_ratio <= 0.813
ew5_ratio <= 0.366
in5_ratio <= 0.933
wy6_ratio <= 0.241
cw8_ratio <= 0.281
-> class mips_40_01 "cell wall"
Evaluation on training data (5760 items):
at_At1g11590 mips_01_05_99 "similar to pectinesterase emb|CAA47810; similar to ESTs gb|AI999792.1"
mips_40_01
at_At1g53830 mips_01_05_99 "putative protein"
mips_40_01
at_At2g47280 mips_01_05_01_01 "putative pectinesterase"
mips_01_05_99
mips_01_20_01
mips_40_01
at_At3g06830 mips_01_05_01_01 "pectin methylesterase, putative"
mips_01_05_99
mips_40_01
at_At3g10720 mips_01_05_99 "pectinesterase like protein"
mips_01_20_01
mips_40_01
at_At3g29090 mips_01 "pectinesterase like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_99
mips_01_20
mips_01_20_01
mips_30
mips_30_01
mips_40
mips_40_01
at_At3g49220 mips_01_05_99 "pectinesterase - like protein"
mips_30_01
mips_40_01
at_At3g59010 mips_01_05_01 "pectinesterase precursor-like protein"
mips_01_05_01_01
mips_01_05_99
mips_01_20
mips_01_20_01
mips_30_01
mips_40_01
at_At3g62170 mips_01_05_01 "PECTINESTERASE-like protein"
mips_01_05_01_01
mips_01_05_99
mips_30_01
mips_40_01
at_At4g02330 mips_01_05_99 "putative protein"
mips_40_01
at_At5g04960 mips_01_05_01_01 "pectinesterase"
mips_01_05_99
mips_01_20_01
mips_40_01
at_At5g09760 mips_01_05_99 "pectin methylesterase - like protein"
mips_01_20_01
mips_40_01
at_At5g51490 mips_01_05_01 "pectinesterase"
mips_01_05_01_01
mips_01_05_99
mips_30_01
mips_40_01
at_At5g55590 mips_01_05_99 "putative protein"
mips_01_20_01
mips_40_01
at_At5g64640 mips_01_05_99 "pectin methylesterase-like protein"
mips_40_01
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'mips_40_01': 123/5760 (2.14%)
Evaluation on validation data (2885 items):
at_At1g11580 mips_01_05_01_01 "unknown protein"
mips_01_05_99
mips_40_01
at_At2g26440 mips_01_05_99 "putative pectinesterase"
mips_40_01
at_At2g26450 mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At2g43050 mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_30_01
mips_40_01
at_At2g46440 - mips_10_01_09 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At3g27980 mips_01_05 "pectin methylesterase, putative"
mips_01_05_01_01
mips_01_05_99
mips_01_20_01
mips_30
mips_40_01
at_At3g47400 mips_01_05_01 "pectinesterase-like protein"
mips_01_05_01_01
mips_01_05_99
mips_30_01
mips_40_01
at_At4g03930 mips_01_05_99 "putative pectinesterase"
mips_40_01
at_At4g25230 - mips_10_05_02 "unknown protein"
mips_10_05_02_26
at_At4g33220 mips_01_05 "pectinesterase like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_99
mips_01_20
mips_01_20_01
mips_30
mips_30_01
mips_40_01
at_At4g33230 mips_01_05_99 "pectinesterase - like protein"
mips_01_20_01
mips_40_01
at_At5g04310 - mips_01_05_01_01_01 "pectate lyase-like protein"
mips_30_01
Validation Accuracy: 9/12 (75.00%)
Validation Frequency class 'mips_40_01': 49/2885 (1.70%)
Evaluation on propertest data (4430 items):
at_At1g07990 - mips_14_04_03 "unknown protein"
mips_14_04_03_01
at_At1g14820 - mips_08_07 "phosphatidylinositol/phosphatidylcholine transfer protein, putative"
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_67_13
at_At1g18100 - mips_63_09 "terminal Flower 1 (TFL1), putative"
mips_63_13
at_At1g23200 mips_01_05_99 "putative pectinesterase"
mips_40_01
at_At1g35150 - mips_29_99 "hypothetical protein"
at_At1g53840 mips_01 "unknown protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_99
mips_01_20
mips_01_20_01
mips_30
mips_30_01
mips_40_01
at_At2g31520 - mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At2g36710 mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At2g38270 - mips_02_13 "unknown protein"
mips_02_13_03
at_At2g47030 mips_01_05_99 "putative pectinesterase"
mips_30_01
mips_40_01
at_At2g47040 mips_01_05_01 "putative pectinesterase"
mips_01_05_01_01
mips_01_05_99
mips_30_01
mips_40_01
at_At3g10710 mips_01_05_01_01 "putative pectinesterase"
mips_01_05_99
mips_01_20_01
mips_40_01
at_At3g14310 mips_01_05_99 "pectin methylesterase like protein"
mips_01_20_01
mips_30_01
mips_40_01
at_At3g17060 mips_01_05_99 "pectinesterase, putative"
mips_40_01
at_At3g24130 mips_01_05_99 "pectinesterase, putative"
mips_01_20_01
mips_30_01
mips_40_01
at_At3g43270 mips_01_05_99 "pectinesterase like protein"
mips_01_20_01
mips_40_01
at_At3g49190 - mips_01_20_37 "putative protein"
mips_01_20_37_03
at_At3g57790 - mips_01_05_01_01_01 "putative protein"
mips_30_01
at_At3g60730 mips_01_05_01 "pectinesterase - like protein"
mips_01_05_01_01
mips_01_05_99
mips_01_20
mips_01_20_01
mips_40_01
at_At3g61990 - mips_01_07_01 "unknown protein"
mips_01_20_17_03
mips_01_20_50
mips_13_03
mips_13_03_01
at_At4g00190 mips_01_05_99 "putative pectinesterase"
mips_40_01
at_At5g04970 mips_01_05_99 "pectinesterase"
mips_01_20_01
mips_40_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_At5g10880 - mips_05_10 "putative protein"
mips_06_10
mips_63_03_03
mips_63_11
at_At5g20800 - mips_29 "putative protein"
mips_29_02
mips_29_99
at_At5g20860 mips_01_05 "pectinesterase - like protein"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_99
mips_30
mips_40_01
at_At5g51450 - mips_30_19 "unknown protein"
mips_40_19
at_At5g53370 mips_01_05 "pectinesterase"
mips_01_05_01_01
mips_01_05_99
mips_40_01
Propertest Accuracy: 15/28 (53.57%)
Propertest Frequency class 'mips_40_01': 85/4430 (1.92%)
New (unknown) data (2885 items):
at_At1g09380 - no entry null
at_At1g19460 - no entry null
at_At1g27690 - no entry null
at_At1g31850 - no entry null
at_At1g79970 - no entry null
at_At3g59150 - no entry null
at_At3g59190 - no entry null
at_At4g00750 - no entry null
at_At4g02450 - no entry null
at_At4g24910 - no entry null
at_At5g06610 - no entry null
at_At5g53110 - no entry null
at_At5g62720 - no entry null
at_At1g63200 - no entry null
at_At2g45750 - no entry null
at_At3g26050 - no entry null
at_At3g56600 - no entry null
at_At3g59210 - no entry null
at_At4g10440 - no entry null
at_At4g31060 - no entry null
at_At4g36540 - no entry null
at_At5g56230 - no entry null
at_At1g08940 - no entry null
at_At3g22730 - no entry null
at_At3g25890 - no entry null
at_At3g27270 - no entry null
at_At3g63420 - no entry null
at_At4g17700 - no entry null
at_At5g10580 - no entry null
at_At5g11290 - no entry null
at_At5g14280 - no entry null
at_At5g49340 - no entry null
at_At5g62830 - no entry null
at_At5g64880 - no entry null
------------------
Rule 7867
gravy > 0.219
cw1_ratio <= 0.038
eq1_ratio <= 0.251
pa1_ratio <= 1.027
gc2_ratio <= 0.483
cq5_ratio <= 0.142
hg5_ratio <= 0.486
nm5_ratio <= 0.233
kw6_ratio > 0.206
qr6_ratio <= 0.335
dc10_ratio <= 0.087
hp10_ratio <= 0.245
-> class mips_67_10 "amino-acid transporters"
Evaluation on training data (5760 items):
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_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_At1g49370 mips_01_01_07 "hypothetical protein"
mips_67_10
mips_67_12
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_At2g34960 mips_01_01_07 "putative amino acid transporter"
mips_67_10
mips_67_12
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_At2g39890 mips_01_01 "proline transporter 1"
mips_01_01_07
mips_13_03
mips_13_03_01
mips_40_02
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
at_At3g28960 mips_01_01_07 "hypothetical protein"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
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
at_At5g40780 mips_01_01_07 "amino acid permease"
mips_08_99
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
at_At5g63850 mips_01 "amino acid transporter AAP4 (pir||S51169)"
mips_01_01_07
mips_13
mips_13_03
mips_13_03_01
mips_40
mips_67
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
Training Accuracy: 14/14 (100.00%)
Training Frequency class 'mips_67_10': 52/5760 (0.90%)
Evaluation on validation data (2885 items):
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
at_At1g67640 mips_01_01_07 "putative amino acid permease"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g78560 - mips_13_01 "Unknown protein (T30F21.11)"
mips_13_01_01
mips_40_30
mips_47_03_11
mips_47_03_11_07
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
at_At2g21050 mips_01_01_07 "AUX1-like amino acid permease"
mips_20_20
mips_20_20_18
mips_67_10
mips_67_12
mips_67_50_03
mips_67_99
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_At4g25640 - mips_11 "putative protein"
mips_11_07
mips_67
mips_67_28
at_At5g05630 mips_01_01_07 "putative protein"
mips_08_19
mips_20_03
mips_67_10
mips_67_12
at_At5g49990 - mips_01_03_19 "permease"
mips_67_07
mips_67_07_99
mips_67_99
Validation Accuracy: 5/8 (62.50%)
Validation Frequency class 'mips_67_10': 21/2885 (0.73%)
Evaluation on propertest data (4430 items):
at_At1g10010 mips_01_01 "putative amino acid permease"
mips_01_01_07
mips_40_09
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g25500 - mips_67_07 "hypothetical protein"
mips_67_07_99
mips_67_12
at_At1g44800 - mips_25_03 "nodulin like protein"
at_At1g77690 mips_01_01_07 "putative AUX1-like permease"
mips_20_20
mips_20_20_18
mips_67_10
mips_67_12
mips_67_99
at_At1g78000 - mips_35 "sulfate transporter (Sultr1;2)"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_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_At3g13620 mips_01_01_07 "putative protein"
mips_20_03
mips_67_10
mips_67_12
at_At3g42560 - mips_04_05_99 "putative protein"
at_At3g49420 - mips_06_04 "putative protein"
at_At3g55740 mips_01_01_07 "proline transporter 2"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
at_At4g10310 - mips_08_19 "sodium transporter (HKT1)"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_01_01_99
mips_40_30
mips_67_04_01
mips_67_04_01_02
at_At5g01430 - mips_06_04 "putative protein"
at_At5g02410 - mips_01_05_04 "putative protein"
at_At5g41760 - mips_01_05_07 "CMP-sialic acid transporter-like protein"
mips_06_07_02
mips_08_07
mips_40_08
mips_67_07
mips_67_07_99
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
Propertest Accuracy: 5/15 (33.33%)
Propertest Frequency class 'mips_67_10': 35/4430 (0.79%)
New (unknown) data (2885 items):
at_At1g14530 - no entry null
at_At1g34490 - no entry null
at_At1g36980 - no entry null
at_At1g43580 - no entry null
at_At1g47530 - no entry null
at_At3g49310 - no entry null
at_At3g51970 - no entry null
at_At4g00350 - no entry null
at_At4g08700 - no entry null
at_At4g10140 - no entry null
at_At4g13590 - no entry null
at_At5g36040 - no entry null
at_At5g40210 - no entry null
at_At5g41160 - no entry null
at_At1g33490 - no entry null
at_At1g44750 - no entry null
at_At1g64650 - no entry null
at_At1g65730 - no entry null
at_At5g19380 - no entry null
at_At5g62490 - mips_08 "AtHVA22b-like protein"
at_At1g44960 - no entry null
at_At1g71190 - no entry null
at_At2g13880 - no entry null
at_At4g09920 - no entry null
at_At5g18970 - no entry null
at_At5g22130 - no entry null
at_At5g25640 - no entry null
------------------
Rule 7868
gravy > 0.219
cw1_ratio <= 0.038
eq1_ratio <= 0.251
pa1_ratio <= 1.027
gc2_ratio <= 0.483
cq5_ratio <= 0.142
hg5_ratio <= 0.486
nm5_ratio <= 0.233
kw6_ratio > 0.206
qr6_ratio <= 0.335
dc10_ratio <= 0.087
hp10_ratio <= 0.245
-> class mips_67_12 "amine / polyamine transporters"
Evaluation on training data (5760 items):
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_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_At1g49370 mips_01_01_07 "hypothetical protein"
mips_67_10
mips_67_12
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_At2g34960 mips_01_01_07 "putative amino acid transporter"
mips_67_10
mips_67_12
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_At2g39890 mips_01_01 "proline transporter 1"
mips_01_01_07
mips_13_03
mips_13_03_01
mips_40_02
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
at_At3g28960 mips_01_01_07 "hypothetical protein"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
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
at_At5g40780 mips_01_01_07 "amino acid permease"
mips_08_99
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
at_At5g63850 mips_01 "amino acid transporter AAP4 (pir||S51169)"
mips_01_01_07
mips_13
mips_13_03
mips_13_03_01
mips_40
mips_67
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
Training Accuracy: 14/14 (100.00%)
Training Frequency class 'mips_67_12': 28/5760 (0.49%)
Evaluation on validation data (2885 items):
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
at_At1g67640 mips_01_01_07 "putative amino acid permease"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g78560 - mips_13_01 "Unknown protein (T30F21.11)"
mips_13_01_01
mips_40_30
mips_47_03_11
mips_47_03_11_07
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
at_At2g21050 mips_01_01_07 "AUX1-like amino acid permease"
mips_20_20
mips_20_20_18
mips_67_10
mips_67_12
mips_67_50_03
mips_67_99
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_At4g25640 - mips_11 "putative protein"
mips_11_07
mips_67
mips_67_28
at_At5g05630 mips_01_01_07 "putative protein"
mips_08_19
mips_20_03
mips_67_10
mips_67_12
at_At5g49990 - mips_01_03_19 "permease"
mips_67_07
mips_67_07_99
mips_67_99
Validation Accuracy: 5/8 (62.50%)
Validation Frequency class 'mips_67_12': 13/2885 (0.45%)
Evaluation on propertest data (4430 items):
at_At1g10010 mips_01_01 "putative amino acid permease"
mips_01_01_07
mips_40_09
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g25500 mips_67_07 "hypothetical protein"
mips_67_07_99
mips_67_12
at_At1g44800 - mips_25_03 "nodulin like protein"
at_At1g77690 mips_01_01_07 "putative AUX1-like permease"
mips_20_20
mips_20_20_18
mips_67_10
mips_67_12
mips_67_99
at_At1g78000 - mips_35 "sulfate transporter (Sultr1;2)"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_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_At3g13620 mips_01_01_07 "putative protein"
mips_20_03
mips_67_10
mips_67_12
at_At3g42560 - mips_04_05_99 "putative protein"
at_At3g49420 - mips_06_04 "putative protein"
at_At3g55740 mips_01_01_07 "proline transporter 2"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
at_At4g10310 - mips_08_19 "sodium transporter (HKT1)"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_01_01_99
mips_40_30
mips_67_04_01
mips_67_04_01_02
at_At5g01430 - mips_06_04 "putative protein"
at_At5g02410 - mips_01_05_04 "putative protein"
at_At5g41760 - mips_01_05_07 "CMP-sialic acid transporter-like protein"
mips_06_07_02
mips_08_07
mips_40_08
mips_67_07
mips_67_07_99
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
Propertest Accuracy: 6/15 (40.00%)
Propertest Frequency class 'mips_67_12': 21/4430 (0.47%)
New (unknown) data (2885 items):
at_At1g14530 - no entry null
at_At1g34490 - no entry null
at_At1g36980 - no entry null
at_At1g43580 - no entry null
at_At1g47530 - no entry null
at_At3g49310 - no entry null
at_At3g51970 - no entry null
at_At4g00350 - no entry null
at_At4g08700 - no entry null
at_At4g10140 - no entry null
at_At4g13590 - no entry null
at_At5g36040 - no entry null
at_At5g40210 - no entry null
at_At5g41160 - no entry null
at_At1g33490 - no entry null
at_At1g44750 - no entry null
at_At1g64650 - no entry null
at_At1g65730 - no entry null
at_At5g19380 - no entry null
at_At5g62490 - mips_08 "AtHVA22b-like protein"
at_At1g44960 - no entry null
at_At1g71190 - no entry null
at_At2g13880 - no entry null
at_At4g09920 - no entry null
at_At5g18970 - no entry null
at_At5g22130 - no entry null
at_At5g25640 - no entry null
------------------
Rule 2768
numpos <= 6
mol_wt > 135442
wp1_ratio <= 0.039
qc2_ratio <= 0.118
pg3_ratio <= 0.396
fw4_ratio <= 0.07
kl4_ratio <= 1.338
ng4_ratio <= 1.852
-> class mips_29_99 "other transposable elements, viral and plasmid proteins"
Evaluation on training data (5760 items):
at_At1g36620 mips_29_01 "hypothetical protein"
mips_29_99
at_At1g48710 - mips_29 "hypothetical protein"
mips_29_02
at_At1g57640 mips_29_01 ""
mips_29_99
at_At1g70010 mips_29_01 "hypothetical protein"
mips_29_99
at_At2g05390 mips_29_01 "putative retroelement pol polyprotein"
mips_29_02
mips_29_99
at_At2g13930 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g15700 mips_29_01 "copia-like retroelement pol polyprotein"
mips_29_99
at_At2g15870 mips_29_01 "putative retroelement pol polyprotein"
mips_29_02
mips_29_99
at_At2g16000 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g20460 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g23330 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g25550 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At3g61330 mips_29_01 "copia-type polyprotein"
mips_29_02
mips_29_99
at_At4g17450 mips_29_01 "retrotransposon like protein"
mips_29_02
mips_29_99
Training Accuracy: 13/14 (92.86%)
Training Frequency class 'mips_29_99': 81/5760 (1.41%)
Evaluation on validation data (2885 items):
at_At1g26990 mips_29 "polyprotein, putative"
mips_29_01
mips_29_02
mips_29_99
at_At1g37110 mips_29_01 ""
mips_29_99
at_At1g47360 mips_29_01 "polyprotein, putative"
mips_29_02
mips_29_99
at_At2g15650 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g16640 - mips_01_05 "putative chloroplast outer membrane protein"
mips_06_04
mips_06_13
mips_08
mips_08_02
mips_10_05
mips_20
mips_20_25
mips_20_25_16
mips_40_26
mips_40_26_03
mips_63_17
mips_63_17_01
at_At2g16670 mips_10 "putative retroelement pol polyprotein"
mips_10_01
mips_10_01_01
mips_29
mips_29_01
mips_29_99
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_At3g29510 mips_29_01 "hypothetical protein"
mips_29_99
at_At3g44480 - mips_11_05_01 "disease resistance protein -like"
mips_11_05_03
at_At3g45520 mips_29_01 "copia-like polyprotein"
mips_29_99
at_At4g10460 - mips_29 "putative retrotransposon"
mips_29_02
at_At5g13680 - mips_04_05_01_04_03 "putative protein"
mips_06_07_03
mips_10_01_05_01
mips_10_01_05_01_04
mips_11_01_99
mips_13_11_03
mips_13_11_03_99
mips_20_25_16
mips_20_25_16_07
mips_48
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
mips_62_02_99
at_At5g41790 - mips_63_06 "myosin heavy chain-like protein"
at_At5g45260 - mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
Validation Accuracy: 7/14 (50.00%)
Validation Frequency class 'mips_29_99': 43/2885 (1.49%)
Evaluation on propertest data (4430 items):
at_At1g20960 - mips_04_05_05_01 "putative ATP-dependent RNA helicase"
at_At1g53810 mips_29_01 ""
mips_29_99
at_At1g76780 - mips_63_06 "putative heat shock protein"
at_At2g01550 - mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_03_01_05
at_At2g05960 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g13940 mips_29 "putative retroelement pol polyprotein"
mips_29_01
mips_29_99
at_At2g14650 - mips_03_01_05_03 "putative retroelement pol polyprotein"
at_At2g31520 mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At3g25450 - mips_10_01_01 "hypothetical protein"
mips_29
at_At3g60170 mips_29_01 "putative protein"
mips_29_99
at_At4g14460 mips_29 "retrovirus-related like polyprotein"
mips_29_01
mips_29_99
at_At4g36150 - mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At5g45200 - mips_11_05_01 "disease resistance protein RPS4"
at_At5g46470 - mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g55840 - mips_02_30 "putative protein"
mips_08_99
Propertest Accuracy: 6/15 (40.00%)
Propertest Frequency class 'mips_29_99': 65/4430 (1.47%)
New (unknown) data (2885 items):
at_At1g27170 - no entry null
at_At1g27180 - no entry null
at_At2g19840 - no entry null
at_At3g51570 - no entry null
at_At4g10690 - no entry null
at_At4g27210 - no entry null
at_At5g17680 - no entry null
at_At5g48770 - no entry null
at_At2g07550 - no entry null
at_At4g08450 - no entry null
at_At4g11170 - no entry null
at_At5g04020 - no entry null
at_At5g35820 - no entry null
at_At5g36930 - no entry null
at_At1g63210 - no entry null
at_At2g06950 - no entry null
at_At2g21460 - no entry null
at_At2g24660 - no entry null
at_At3g14460 - no entry null
at_At3g44670 - no entry null
at_At3g56410 - no entry null
at_At5g08310 - no entry null
------------------
Rule 2770
numpos <= 6
mol_wt > 135442
gravy <= -0.291
qc2_ratio <= 0.118
pg3_ratio <= 0.396
fw4_ratio <= 0.07
kl4_ratio <= 1.338
-> class mips_29_01 "LTR retroelements (retroviral)"
Evaluation on training data (5760 items):
at_At1g20390 mips_03_01_05_03 "hypothetical protein"
mips_29_01
at_At1g32590 mips_10_01 "hypothetical protein, 5' partial"
mips_10_01_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At1g36620 mips_29_01 "hypothetical protein"
mips_29_99
at_At1g48710 - mips_29 "hypothetical protein"
mips_29_02
at_At1g57640 mips_29_01 ""
mips_29_99
at_At1g70010 mips_29_01 "hypothetical protein"
mips_29_99
at_At2g05390 mips_29_01 "putative retroelement pol polyprotein"
mips_29_02
mips_29_99
at_At2g06890 mips_03_01 "putative retroelement integrase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At2g13930 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g14430 mips_03_01_05 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At2g15700 mips_29_01 "copia-like retroelement pol polyprotein"
mips_29_99
at_At2g23330 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g25550 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At3g61330 mips_29_01 "copia-type polyprotein"
mips_29_02
mips_29_99
at_At4g07850 mips_03_01_03 "putative polyprotein"
mips_03_01_05
mips_03_01_05_03
mips_29_01
at_At4g17450 mips_29_01 "retrotransposon like protein"
mips_29_02
mips_29_99
Training Accuracy: 15/16 (93.75%)
Training Frequency class 'mips_29_01': 81/5760 (1.41%)
Evaluation on validation data (2885 items):
at_At1g26990 mips_29 "polyprotein, putative"
mips_29_01
mips_29_02
mips_29_99
at_At1g36590 - mips_03_01 "hypothetical protein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
at_At1g37110 mips_29_01 ""
mips_29_99
at_At1g47360 mips_29_01 "polyprotein, putative"
mips_29_02
mips_29_99
at_At2g10830 mips_03_01_03 "pseudogene"
mips_03_01_05
mips_03_01_05_03
mips_29_01
at_At2g15650 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g16640 - mips_01_05 "putative chloroplast outer membrane protein"
mips_06_04
mips_06_13
mips_08
mips_08_02
mips_10_05
mips_20
mips_20_25
mips_20_25_16
mips_40_26
mips_40_26_03
mips_63_17
mips_63_17_01
at_At2g16670 mips_10 "putative retroelement pol polyprotein"
mips_10_01
mips_10_01_01
mips_29
mips_29_01
mips_29_99
at_At3g15120 - mips_03 "chaperone-like ATPase"
mips_03_03
mips_03_03_01
mips_03_03_03
mips_06
mips_06_01
mips_06_10
mips_06_13
mips_06_13_01
mips_06_13_99
mips_11_01_05
mips_14_04
mips_25_05
mips_40_26
mips_40_26_03
mips_63_19
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_At3g29510 mips_29_01 "hypothetical protein"
mips_29_99
at_At3g45520 mips_29_01 "copia-like polyprotein"
mips_29_99
at_At4g10460 - mips_29 "putative retrotransposon"
mips_29_02
at_At4g16870 mips_29_01 "retrotransposon like protein"
mips_29_99
at_At5g41790 - mips_63_06 "myosin heavy chain-like protein"
Validation Accuracy: 9/15 (60.00%)
Validation Frequency class 'mips_29_01': 45/2885 (1.56%)
Evaluation on propertest data (4430 items):
at_At1g20960 - mips_04_05_05_01 "putative ATP-dependent RNA helicase"
at_At1g35370 mips_03_01_05_03 "hypothetical protein"
mips_29_01
at_At1g53810 mips_29_01 ""
mips_29_99
at_At1g76780 - mips_63_06 "putative heat shock protein"
at_At2g01550 - mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_03_01_05
at_At2g05960 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g13940 mips_29 "putative retroelement pol polyprotein"
mips_29_01
mips_29_99
at_At2g15410 - mips_03_01_05_03 "putative retroelement pol polyprotein"
at_At2g31520 mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At3g11970 mips_03_01_05 "hypothetical protein"
mips_03_01_05_03
mips_29_01
at_At3g25450 - mips_10_01_01 "hypothetical protein"
mips_29
at_At3g31970 - mips_03_01_05_03 "hypothetical protein"
at_At3g52250 - mips_04_05_01_04_03 "putative protein"
at_At3g60170 mips_29_01 "putative protein"
mips_29_99
at_At4g32620 - mips_03_01_05 "putative protein"
at_At5g45200 - mips_11_05_01 "disease resistance protein RPS4"
Propertest Accuracy: 7/16 (43.75%)
Propertest Frequency class 'mips_29_01': 65/4430 (1.47%)
New (unknown) data (2885 items):
at_At1g31210 - no entry null
at_At1g60020 - mips_29 "hypothetical protein"
at_At1g68720 - no entry null
at_At2g19840 - no entry null
at_At4g10690 - no entry null
at_At4g27210 - no entry null
at_At2g07550 - no entry null
at_At2g28980 - no entry null
at_At4g11170 - no entry null
at_At5g04020 - no entry null
at_At5g35820 - no entry null
at_At5g53440 - no entry null
at_At1g21580 - no entry null
at_At1g63210 - no entry null
at_At2g21460 - no entry null
at_At2g24660 - no entry null
at_At3g56410 - no entry null
------------------
Rule 7079
hydrogen > 6100
gravy > -0.291
pc1_ratio <= 0.092
ym1_ratio <= 0.071
wr7_ratio > 0.157
hm10_ratio <= 0.229
-> class mips_29_01 "LTR retroelements (retroviral)"
Evaluation on training data (5760 items):
at_At1g25430 mips_03_01_03 "hypothetical protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At1g47850 mips_03_01_05_01 "hypothetical protein"
mips_29_01
mips_29_99
at_At2g05980 - mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_29
mips_29_02
mips_29_99
mips_63
mips_63_03
mips_98
at_At2g07650 mips_29_01 "putative non-LTR retrolelement reverse transcriptase"
mips_29_99
at_At2g07660 mips_03 "putative retroelement pol polyprotein"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
mips_63_03
at_At2g31080 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At3g31530 mips_03 "hypothetical protein"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
mips_63
mips_63_03
at_At3g32110 mips_03_01_05_01 "non-LTR reverse transcriptase, putative"
mips_29_01
mips_29_02
mips_29_99
at_At4g09710 mips_03_01_03 "RNA-directed DNA polymerase -like protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At4g26360 mips_03_01_03 "putative protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_99
Training Accuracy: 9/10 (90.00%)
Training Frequency class 'mips_29_01': 81/5760 (1.41%)
Evaluation on validation data (2885 items):
at_At1g03090 - mips_01_01_01_15 "putative 3-methylcrotonyl-CoA carboxylase"
mips_01_01_10_04
mips_63_21
mips_63_21_15
at_At1g47910 mips_03_01_05_01 "reverse transcriptase, putative"
mips_29_01
mips_29_99
at_At2g05610 mips_03_01 "putative retroelement pol polyprotein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At2g16680 mips_03_01_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At2g23880 - mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_29_02
at_At3g48470 - mips_40_10_03 "putative protein"
at_At5g45260 - mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
Validation Accuracy: 3/7 (42.86%)
Validation Frequency class 'mips_29_01': 45/2885 (1.56%)
Evaluation on propertest data (4430 items):
at_At1g30410 - mips_08 "hypothetical protein"
mips_40_02
mips_67_50
mips_67_50_25
at_At1g31100 mips_03_01 "hypothetical protein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At1g55850 - mips_01_05_01_03_02 "putative cellulose synthase catalytic subunit (At1g55850)"
at_At2g01950 - mips_08_13 "putative receptor protein kinase"
mips_14_01_03
at_At2g05200 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_02
mips_29_99
at_At2g15510 mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
mips_63
mips_63_03
mips_99
at_At2g18820 mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_99
mips_63
mips_63_03
at_At3g17690 - mips_06_10 "hypothetical protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At3g44650 mips_03_01_05 "putative protein"
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At4g35290 - mips_10_05_02 "unknown protein"
mips_10_05_02_30
mips_13
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_67
mips_67_01
mips_67_01_01
mips_67_04_01_02
at_At5g08490 - mips_02_30 "selenium-binding protein-like"
mips_08_99
at_At5g10020 - mips_06_04 "receptor protein kinase -like(fragment)"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At5g19020 - mips_02_30 "putative protein"
mips_08_99
at_At5g40170 - mips_06_04 "disease resistance - like protein"
mips_08
mips_08_13
mips_11
mips_11_05
mips_11_05_01
Propertest Accuracy: 5/14 (35.71%)
Propertest Frequency class 'mips_29_01': 65/4430 (1.47%)
New (unknown) data (2885 items):
at_At2g24160 - no entry null
at_At3g44630 - no entry null
at_At4g28600 - no entry null
at_At4g38440 - no entry null
at_At5g40410 - no entry null
at_At4g27010 - no entry null
at_At5g18410 - no entry null
at_At1g21650 - no entry null
at_At1g22770 - no entry null
at_At1g24640 - no entry null
at_At2g17030 - no entry null
at_At4g18750 - no entry null
at_At4g19970 - no entry null
------------------
Rule 2634
mol_wt <= 135442
vr1_ratio <= 1.215
cg2_ratio <= 0.577
nn2_ratio <= 1.124
py5_ratio > 0.621
mp7_ratio > 0.749
el8_ratio <= 1.579
-> class mips_04_05 "mRNA transcription"
Evaluation on training data (5760 items):
at_At1g02060 mips_04_05_99 "unknown protein"
at_At1g06710 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g08610 mips_04_05_99 "hypothetical protein"
at_At1g11900 mips_04_05_99 "hypothetical protein"
at_At1g12300 mips_04_05_99 "hypothetical protein"
at_At1g12620 mips_04_05_99 "putative protein"
at_At1g13040 mips_04_05_99 "hypothetical protein"
at_At1g13800 mips_04_05_99 "hypothetical protein"
at_At1g18900 mips_04_05_99 "hypothetical protein"
at_At1g22960 mips_04_05_99 "putative salt-inducible protein"
at_At1g52640 mips_04_05_99 ""
at_At1g62590 mips_04_05_99 "putative membrane-associated salt-inducible protein (AL021637); similar to EST gb|AA728420"
at_At1g62670 mips_04_05_99 "PPR-repeat protein"
at_At1g62680 mips_04_05_99 "PPR-repeat protein"
at_At1g62860 mips_04 "hypothetical protein"
mips_04_05_99
at_At1g63080 mips_04_05_99 "unknown protein"
at_At1g63150 mips_04_05_99 "unknown protein"
at_At1g71060 mips_04_05_99 "hypothetical protein"
at_At1g74580 mips_04_05_99 "hypothetical protein"
at_At1g74750 mips_04_05_99 ""
at_At1g74850 mips_04 "hypothetical protein"
mips_04_05
mips_04_05_99
mips_99
at_At1g79080 mips_04_05_99 "hypothetical protein"
at_At1g79540 mips_04_05_99 "hypothetical protein"
at_At2g01740 mips_04_05_99 "hypothetical protein"
at_At2g15630 mips_04_05_99 "putative salt-inducible protein"
at_At2g16880 mips_04_05_99 "putative salt-inducible protein"
at_At2g26790 mips_04 "putative salt-inducible protein"
mips_04_05
mips_04_05_99
mips_99
at_At2g28010 - mips_06_13 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At3g07290 mips_04_05_99 "hypothetical protein"
at_At3g22470 mips_04_05_99 "hypothetical protein"
at_At3g46610 mips_04_05_99 "hypothetical protein"
at_At3g46870 mips_04_05_99 "putative protein"
at_At3g53700 mips_04_05_99 "putative protein"
at_At4g19440 mips_04_05_99 "putative protein"
at_At4g20090 mips_04_05_99 "membrane-associated salt-inducible-like protein"
at_At4g28010 mips_04_05_99 "putative protein"
at_At4g38150 mips_04_05_99 "putative protein"
at_At5g02860 mips_04_05_99 "putative protein"
at_At5g41170 mips_04_05_99 "salt-inducible protein-like"
at_At5g65560 mips_04_05_99 "putative protein"
Training Accuracy: 38/40 (95.00%)
Training Frequency class 'mips_04_05': 607/5760 (10.54%)
Evaluation on validation data (2885 items):
at_At1g12700 mips_04_05_99 "hypothetical protein"
at_At1g31840 mips_04_05_99 "hypothetical protein"
at_At1g55600 - mips_11_05_01 "putative protein"
at_At1g80150 mips_04_05_99 ""
at_At2g06000 mips_04_05 "hypothetical protein"
mips_04_05_99
at_At2g18940 mips_04_05_99 "putative salt-inducible protein"
at_At3g06920 mips_04_05_99 "hypothetical protein"
at_At3g18020 mips_04_05_99 "hypothetical protein"
at_At3g25210 mips_04_05 "hypothetical protein"
mips_04_05_99
at_At3g54980 mips_02_30 "putative protein"
mips_04_05_99
at_At3g62470 mips_04_05_99 "putative protein"
at_At3g62540 mips_04_05_99 "putative protein"
at_At4g11690 mips_04_05_99 "putative protein"
at_At4g17020 mips_03_01_05 "transcription factor like protein"
mips_03_01_05_01_01
mips_04_05_01_01
at_At5g24830 mips_04_05_99 "putative protein"
at_At5g38730 - mips_02_30 "putative protein"
mips_08_99
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"
Validation Accuracy: 18/20 (90.00%)
Validation Frequency class 'mips_04_05': 314/2885 (10.88%)
Evaluation on propertest data (4430 items):
at_At1g05600 mips_04 "hypothetical protein"
mips_04_05
mips_04_05_99
mips_99
at_At1g09900 mips_04_05_99 "hypothetical protein"
at_At1g13630 mips_04 "hypothetical protein"
mips_04_05_99
at_At1g14090 mips_04_05_99 "unknown protein"
at_At1g27970 - mips_06_04 "unknown protein"
mips_08_01
mips_14_01
mips_14_01_03
mips_25_05_09
mips_25_05_10
mips_40_10_05
at_At1g30290 mips_04_05_99 "hypothetical protein"
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_At1g50380 - mips_20_25_16 "oligopeptidase-like protein"
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
mips_63_07
at_At1g62930 mips_04_05_99 "unknown protein"
at_At1g63130 mips_04_05_99 "unknown protein"
at_At1g63320 mips_04_05_99 "hypothetical protein"
at_At1g63400 mips_04_05_99 "PPR-repeat protein"
at_At1g63630 mips_04_05_99 "hypothetical protein"
at_At1g77340 - mips_06_01 ""
at_At1g77360 mips_04_05_99 ""
at_At2g02150 mips_04_05_99 "hypothetical protein"
at_At2g26400 - mips_01_01 "unknown protein"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_04
at_At2g27330 mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
mips_05_07
mips_05_99
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_01
at_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_At2g41720 mips_04_05_99 "putative salt-inducible protein"
at_At2g47580 - mips_05_07 "small nuclear ribonucleoprotein U1A"
mips_05_99
at_At3g16010 mips_04_05_99 "hypothetical protein"
at_At3g16890 mips_04_05_99 "hypothetical protein"
at_At3g42560 mips_04_05_99 "putative protein"
at_At3g48810 mips_04_05_99 "putative protein"
at_At5g01110 mips_04 "putative protein"
mips_04_05_99
mips_99
at_At5g12100 mips_04_05_99 "putative protein"
at_At5g25630 mips_04_05_99 "putative protein"
at_At5g28460 mips_04_05_99 "putative protein"
at_At5g39710 mips_04_05_99 "putative protein"
at_At5g40400 mips_04_05_99 "putative protein"
at_At5g43850 - mips_01_01_01_07 "putative protein"
mips_01_01_01_07_04
at_At5g48730 mips_04_05_99 "putative protein"
at_At5g50280 mips_04_05_99 "putative protein"
at_At5g61370 mips_04_05_99 "unknown protein"
at_At5g61990 mips_04_05_99 "unknown protein"
at_At5g64320 mips_04_05_99 "putative protein"
Propertest Accuracy: 30/37 (81.08%)
Propertest Frequency class 'mips_04_05': 453/4430 (10.23%)
New (unknown) data (2885 items):
at_At1g02420 - no entry null
at_At1g07740 - no entry null
at_At1g20300 - no entry null
at_At1g52620 - no entry null
at_At1g53330 - no entry null
at_At1g63070 - no entry null
at_At1g63330 - no entry null
at_At1g79160 - no entry null
at_At2g06480 - no entry null
at_At2g07300 - no entry null
at_At2g17140 - no entry null
at_At2g17670 - no entry null
at_At2g23120 - no entry null
at_At2g24870 - no entry null
at_At2g24890 - no entry null
at_At2g35130 - no entry null
at_At2g39530 - no entry null
at_At3g16710 - no entry null
at_At3g23230 - no entry null
at_At3g27680 - no entry null
at_At3g49270 - no entry null
at_At3g59040 - no entry null
at_At3g60050 - no entry null
at_At4g16040 - no entry null
at_At4g31850 - no entry null
at_At4g35960 - no entry null
at_At5g10010 - no entry null
at_At5g15010 - no entry null
at_At5g15320 - no entry null
at_At5g28370 - no entry null
at_At5g46100 - no entry null
at_At5g49280 - no entry null
at_At5g56920 - no entry null
at_At5g62450 - no entry null
at_At1g07590 - no entry null
at_At1g09820 - no entry null
at_At1g32670 - no entry null
at_At1g73710 - no entry null
at_At2g06620 - no entry null
at_At2g15590 - no entry null
at_At2g17240 - no entry null
at_At3g14580 - no entry null
at_At4g17670 - no entry null
at_At4g38310 - no entry null
at_At5g14820 - no entry null
at_At5g16640 - no entry null
at_At5g18390 - no entry null
at_At5g62370 - no entry null
at_At1g03320 - no entry null
at_At1g05340 - no entry null
at_At1g06580 - no entry null
at_At1g09680 - no entry null
at_At1g56260 - no entry null
at_At1g62910 - no entry null
at_At1g64100 - no entry null
at_At1g64580 - no entry null
at_At1g73400 - no entry null
at_At1g74900 - no entry null
at_At1g80550 - no entry null
at_At2g01380 - no entry null
at_At2g36240 - no entry null
at_At2g42670 - no entry null
at_At3g15780 - no entry null
at_At3g61520 - no entry null
at_At4g26800 - no entry null
at_At4g39620 - no entry null
at_At5g02220 - no entry null
at_At5g14770 - no entry null
at_At5g16420 - no entry null
at_At5g54790 - no entry null
------------------
Rule 6897
hydrogen > 6100
gravy > -0.291
gravy <= 0.219
fw2_ratio <= 0.26
ch3_ratio <= 0.034
gt3_ratio > 0.445
hm3_ratio <= 0.043
pc3_ratio <= 0.167
aa4_ratio <= 1.154
nl4_ratio <= 1.084
cc7_ratio <= 0.092
wd7_ratio <= 0.229
hg8_ratio <= 0.329
ch10_ratio <= 0.099
-> class mips_67_04 "ion transporters"
Evaluation on training data (5760 items):
at_At1g07670 mips_01 "endoplasmic reticulum-type calcium-transporting ATPase 4 (ECA4)"
mips_13
mips_13_05
mips_13_07
mips_25
mips_25_05
mips_25_05_09
mips_40_02
mips_40_07
mips_63
mips_63_17
mips_63_17_01
mips_63_19
mips_67
mips_67_04
mips_67_50
mips_67_50_22
mips_67_50_25
at_At1g13210 mips_01_05_07 "puative calcium-transporting ATPase"
mips_01_06_13
mips_20_03
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50
mips_67_50_22
mips_67_50_25
at_At1g17500 mips_01_05_07 "P-type ATPase, putative"
mips_01_06_13
mips_20_03
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50
mips_67_50_22
mips_67_50_25
at_At1g26130 mips_01_05_07 "P-type transporting ATPase, putative"
mips_01_06_13
mips_20_03
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50_22
mips_67_50_25
at_At1g27770 mips_13_01 "envelope Ca2+-ATPase"
mips_13_01_01
mips_13_01_01_01
mips_25_05_09
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At1g53390 - mips_01_06_13 "putative ABC transporter gb|AAD31586.1"
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At1g54110 mips_67_01 "hypothetical protein"
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
at_At1g54280 mips_01_05_07 "hypothetical protein"
mips_01_06_13
mips_20_03
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50
mips_67_50_22
mips_67_50_25
at_At1g59820 mips_01_05_07 "hypothetical protein"
mips_01_06_13
mips_20_03
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50_22
mips_67_50_25
at_At1g68710 mips_01_05_07 "ATPase, putative"
mips_01_06
mips_01_06_13
mips_20
mips_20_03
mips_40_02
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50
mips_67_50_22
mips_67_50_25
at_At1g72700 mips_01_05_07 "putative P-type transporting ATPase"
mips_01_06_13
mips_20_03
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50
mips_67_50_22
mips_67_50_25
at_At2g24730 mips_10_05_02 "putative ligand-gated ion channel protein (AtGLR2.2)"
mips_10_05_02_30
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g25600 mips_67_01 "putative potassium transporter/channel"
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g26650 mips_10_01_09 "K+ transporter, AKT1"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At3g13900 mips_01 "putative ATPase"
mips_01_05
mips_01_05_07
mips_01_06
mips_01_06_13
mips_20
mips_20_03
mips_40_02
mips_63
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50
mips_67_50_22
mips_67_50_25
at_At3g25610 mips_01_05_07 "ATPase II, putative"
mips_01_06_13
mips_20_03
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50_22
mips_67_50_25
at_At3g55090 mips_01_06_13 "ABC transporter - like protein"
mips_01_07_01
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_At3g55130 mips_01_06 "ABC transporter - like protein"
mips_01_06_13
mips_08
mips_11
mips_11_07
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_At3g57330 mips_40_02 "Ca2+-transporting ATPase-like protein"
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At4g29900 mips_67_04 "Ca2+-transporting ATPase - like protein"
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
mips_67_50_25
at_At4g31710 mips_08 "putative protein (AtGLR2.4)"
mips_10
mips_10_05
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_03
mips_13_03_01
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40
mips_40_02
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_67
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_99
at_At5g13580 mips_01_06_13 "ABC transporter-like protein"
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At5g44240 mips_01_05_07 "ATPase, calcium-transporting"
mips_01_06_13
mips_20_03
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50
mips_67_50_22
mips_67_50_25
at_At5g57110 mips_47_03_01 "Ca2+-transporting ATPase-like protein (emb|CAB79748.1)"
mips_47_03_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
Training Accuracy: 23/24 (95.83%)
Training Frequency class 'mips_67_04': 231/5760 (4.01%)
Evaluation on validation data (2885 items):
at_At1g07200 - mips_06_13_99 "hypothetical protein"
mips_06_99
mips_11_01_05
mips_63_19_03
at_At1g79620 - mips_10 "hypothetical protein"
mips_10_01_01
at_At2g22960 mips_47 "pseudogene"
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At2g24710 mips_08 "putative ligand-gated ion channel protein (AtGLR2.3)"
mips_13_03
mips_13_03_01
mips_40_02
mips_67_01
mips_67_04
at_At2g39350 - mips_01_07_01 "putative ABC transporter"
mips_67_10
mips_67_50_25
at_At2g41560 mips_47_03_01 "putative Ca2+-ATPase"
mips_47_03_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50_25
at_At3g55610 - mips_01_01_01_01 "delta-1-pyrroline-5-carboxylate synthetase"
mips_01_01_01_01_02
mips_01_01_01_01_02_01
mips_01_01_01_03
mips_01_01_01_03_01
mips_01_01_10_01
mips_13_11_03
mips_13_11_03_13
at_At4g14950 - mips_10_05_02 "hypothetical protein"
mips_30_27
mips_63_13
mips_63_13_99
mips_63_99
at_At5g11180 mips_13_03 "putative protein (AtGLR2.6)"
mips_13_03_01
mips_67_01
mips_67_04
Validation Accuracy: 4/9 (44.44%)
Validation Frequency class 'mips_67_04': 95/2885 (3.29%)
Evaluation on propertest data (4430 items):
at_At1g19780 - mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel, putative"
mips_10_05_01_10
mips_13_05
mips_67_01
mips_67_01_01
at_At1g51800 - mips_10_01 "hypothetical protein"
mips_10_01_01
mips_10_05
mips_40_02
at_At1g68560 - mips_01_05_01_01_02 "alpha-xylosidase precursor"
mips_02_01
mips_02_19
mips_40_08
mips_40_25
mips_63_13
mips_63_13_01
at_At2g47430 - mips_01_04 "putative histidine kinase"
mips_01_04_04
mips_06_07
mips_06_07_03
mips_10_01
mips_10_01_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11
mips_11_05
mips_11_05_05
mips_11_05_05_99
mips_40_30
at_At3g27870 mips_01_05_07 "P-type ATPase, putative"
mips_01_06_13
mips_20_03
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50_22
mips_67_50_25
at_At3g63380 mips_47 "Ca2+-transporting ATPase -like protein"
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
mips_67_50_25
at_At4g37640 mips_47_03_01 "plasma membrane-type calcium ATPase (ACA2)"
mips_47_03_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At5g40480 - mips_08_01 "nuclear pore protein -like"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At5g54090 - mips_03_01_05 "DNA mismatch repair protein MutS2-like"
mips_03_01_05_01
mips_03_03_02
Propertest Accuracy: 3/9 (33.33%)
Propertest Frequency class 'mips_67_04': 136/4430 (3.07%)
New (unknown) data (2885 items):
at_At1g20150 - no entry null
at_At1g53420 - no entry null
at_At1g63360 - no entry null
at_At2g18910 - no entry null
at_At3g46400 - no entry null
at_At3g51740 - no entry null
at_At4g14610 - no entry null
at_At4g31110 - no entry null
at_At4g39110 - no entry null
at_At5g45530 - no entry null
at_At5g48390 - no entry null
at_At5g49140 - no entry null
at_At5g59680 - no entry null
at_At5g66420 - no entry null
at_At2g14440 - no entry null
at_At2g46910 - no entry null
at_At4g34260 - no entry null
at_At5g06970 - no entry null
at_At1g62090 - no entry null
at_At3g46370 - no entry null
at_At5g39000 - no entry null
------------------
Rule 7853
numaa > 714
gravy > 0.219
cw1_ratio <= 0.038
gl3_ratio > 0.323
qr6_ratio <= 0.335
nd8_ratio <= 0.435
-> class mips_67_04 "ion transporters"
Evaluation on training data (5760 items):
at_At1g06970 mips_67_04_01 "hypothetical protein"
mips_67_04_01_02
at_At1g08150 mips_67_04_01 "hypothetical protein"
mips_67_04_01_02
at_At1g20840 - mips_01_05_07 "putative sugar transporter protein"
mips_08_19
mips_67_07
at_At1g31120 mips_67_04_01 "putative potassium transporter"
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At1g34130 - mips_67_07 "putative protein"
at_At1g67420 mips_05_01 ""
mips_05_01_01
mips_05_04
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_22
mips_67_04
at_At1g79400 mips_67_04_01 "hypothetical protein"
mips_67_04_01_02
at_At2g13620 mips_67_04_01 "putative Na/H antiporter"
mips_67_04_01_02
at_At2g30070 mips_67_04_01 "high affinity K+ transporter (AtKUP1/AtKT1p)"
mips_67_04_01_02
mips_67_50_22
at_At2g31910 mips_67_04_01 "putative Na+/H+ antiporter"
mips_67_04_01_02
at_At3g12520 mips_35 "putative protein"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At3g27170 mips_13_01 "CLC-b chloride channel protein"
mips_13_01_03
mips_13_01_03_05
mips_67_01
mips_67_01_01
mips_67_04_07
at_At3g53720 mips_67 "putative protein"
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_99
at_At4g23700 mips_67_04_01 "putative Na+/H+-exchanging protein"
mips_67_04_01_02
at_At4g32510 mips_67_04 "putative protein"
mips_67_04_07
mips_67_50
mips_67_50_05
at_At4g35300 - mips_01_05_07 "putative sugar transporter protein"
mips_08
mips_08_19
mips_40_02
mips_67_07
at_At5g09400 mips_67_04_01 "potassium transport protein-like"
mips_67_04_01_02
mips_67_50_22
at_At5g22900 mips_67_04_01 "Na+/H+ antiporter-like protein"
mips_67_04_01_02
at_At5g22910 mips_67_04 "Na+/H+ antiporter-like protein"
mips_67_04_01
mips_67_04_01_02
at_At5g33280 mips_08_99 "chloride channel-like protein"
mips_13_01_03
mips_13_01_03_05
mips_43
mips_43_03
mips_45_03_17
mips_45_03_99
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_99
mips_67_01
mips_67_01_01
mips_67_04_07
at_At5g41610 mips_67_04_01 "Na+/H+ antiporter-like protein"
mips_67_04_01_02
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
Training Accuracy: 19/22 (86.36%)
Training Frequency class 'mips_67_04': 231/5760 (4.01%)
Evaluation on validation data (2885 items):
at_At1g01590 - mips_01_20_35 "ferric-chelate reductase FRO1"
mips_01_20_35_02
mips_11_07_07
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
mips_67
at_At1g60160 mips_67 ""
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At1g77990 mips_13_01 "putative sulfate transporter (At1g77990)"
mips_13_01_03
mips_13_01_03_05
mips_67_04_07
at_At2g35060 mips_67_04_01 "putative potassium transporter"
mips_67_04_01_02
mips_67_50_22
at_At3g11320 - mips_08_02 "hypothetical protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_50
mips_67_50_05
at_At3g57170 - mips_01 "putative protein"
mips_01_05
mips_01_05_01
mips_01_06
mips_01_06_01
mips_06
mips_06_07
mips_06_07_02
mips_06_07_02_02
mips_10
mips_10_01
mips_10_01_99
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_05
mips_30
mips_30_01
mips_40
mips_40_07
mips_62
mips_62_01
mips_63
mips_63_01
mips_99
at_At4g38350 - mips_01_06_13 "putative protein"
mips_01_06_99
mips_08_07
mips_08_07_05
mips_08_07_99
mips_08_13
mips_10_05_02
mips_10_05_02_99
mips_40_09
mips_40_25
mips_67_13
at_At5g01680 mips_67_04 "putative transporter protein"
mips_67_04_01
mips_67_04_01_02
at_At5g49740 - mips_01_20_35 "FRO1-like protein; NADPH oxidase-like"
mips_01_20_35_02
mips_11_07_07
mips_13_11
mips_20_25_16
mips_63_99
mips_67_01
mips_67_15
Validation Accuracy: 4/9 (44.44%)
Validation Frequency class 'mips_67_04': 95/2885 (3.29%)
Evaluation on propertest data (4430 items):
at_At1g14660 - mips_67_01 "Na+/H+ antiporter, putative"
mips_67_50_05
at_At1g16380 mips_67_04_01 "putative Na/H antiporter"
mips_67_04_01_02
at_At1g23020 - mips_11_07_07 "putative superoxide-generating NADPH oxidase flavocytochrome"
mips_13_01_01
mips_13_01_01_01
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
at_At1g64170 mips_67_04_01 "hypothetical protein"
mips_67_04_01_02
at_At2g24170 - mips_40_22 "putative multispanning membrane protein"
mips_67_01
at_At3g17630 mips_67_04 "unknown protein"
mips_67_04_01
mips_67_04_01_02
at_At3g44900 mips_67_04 "putative protein"
mips_67_04_01
mips_67_04_01_02
at_At3g44910 mips_67_04 "putative protein"
mips_67_04_01
mips_67_04_01_02
at_At3g44920 mips_67_04 "putative protein"
mips_67_04_01
mips_67_04_01_02
at_At3g44930 mips_67_04_01 "putative protein"
mips_67_04_01_02
at_At4g02490 - mips_03_01_03 ""
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At4g04850 mips_67_04 "putative potassium transporter"
mips_67_04_01
mips_67_04_01_02
at_At4g23640 mips_67_04_01 "putative potassium transport protein"
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At4g30120 mips_08_19 "cadmium-transporting ATPase-like protein"
mips_11_05_01
mips_11_05_01_03
mips_11_05_01_03_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_17
mips_63_17_09
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_67_50
mips_67_50_22
at_At5g01690 mips_67_04_01 "putative transporter protein"
mips_67_04_01_02
at_At5g10180 mips_35 "sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At5g13550 mips_35 "sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04
mips_67_04_07
mips_67_04_07_05
at_At5g19690 - mips_01_05 "oligosaccharyl transferase STT3-like protein"
mips_01_05_01
mips_05
mips_06_07
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_02
mips_40_07
mips_67
mips_67_07
at_At5g49730 - mips_01_20_35 "FRO2-like protein; NADPH oxidase-like"
mips_01_20_35_02
mips_11_07_07
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
mips_63_21
mips_63_21_05
mips_63_21_99
at_At5g49890 mips_08_99 "chloride channel (emb|CAA70310.1)"
mips_13_01
mips_13_01_03
mips_13_01_03_05
mips_43
mips_43_03
mips_45
mips_45_03
mips_45_03_17
mips_45_03_99
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_99
mips_67_01
mips_67_01_01
mips_67_04_07
Propertest Accuracy: 14/20 (70.00%)
Propertest Frequency class 'mips_67_04': 136/4430 (3.07%)
New (unknown) data (2885 items):
at_At1g78920 - no entry null
at_At4g00350 - no entry null
at_At5g55960 - no entry null
at_At1g15690 - no entry null
at_At1g30360 - no entry null
at_At1g65730 - no entry null
at_At4g18200 - no entry null
at_At1g16780 - no entry null
at_At1g29020 - no entry null
at_At3g27020 - no entry null
at_At4g15470 - no entry null
at_At4g22750 - no entry null
at_At5g41000 - no entry null
------------------
Rule 7121
hydrogen > 6100
ng4_ratio <= 1.852
nl4_ratio > 1.084
wp4_ratio > 0.04
-> class mips_11_05 "Disease, virulence and defense"
Evaluation on training data (5760 items):
at_At2g16870 mips_11_05_01 "putative disease resistance protein"
at_At2g17050 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At2g17060 mips_11_01 "putative disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At2g38150 - mips_06_07_02 "hypothetical protein"
mips_06_07_02_01
at_At3g14470 mips_11_05 "disease resistance protein, putative"
mips_11_05_01
mips_11_05_03
at_At4g12010 mips_11_05_01 "putative disease resistance protein (TMV N-like)"
mips_11_05_03
at_At4g16900 mips_11_05_01 "disease resistance RPP5 like protein"
mips_11_05_03
at_At4g16920 mips_11_01 "disease resistance RPP5 like protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g16950 mips_11_05_01 "disease resistance RPP5 like protein"
at_At4g19530 mips_11_05 "TMV resistance protein N - like"
mips_11_05_01
at_At5g11250 mips_11 "RPP1 disease resistance protein - like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g38340 mips_11_05 "disease resistance - like protein"
mips_11_05_01
mips_11_05_03
at_At5g40060 mips_11_05_01 "disease resistance -like protein"
mips_11_05_03
at_At5g46260 mips_11_05 "disease resistance protein-like"
mips_11_05_01
at_At5g66900 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
Training Accuracy: 14/15 (93.33%)
Training Frequency class 'mips_11_05': 259/5760 (4.50%)
Evaluation on validation data (2885 items):
at_At1g65850 mips_11_05_01 ""
at_At4g19520 mips_11_05_01 "resistance protein RPP5 - like"
at_At5g45260 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g46270 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_11_05': 123/2885 (4.26%)
Evaluation on propertest data (4430 items):
at_At1g31540 mips_11_05_01 "putative protein"
mips_11_05_03
at_At1g57650 mips_11 ""
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g63880 mips_11_01 "putative disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At2g14080 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At2g29040 - mips_01_20_13 "hypothetical protein"
at_At3g50950 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At4g16890 mips_11 "disease resistance RPP5 like protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g16960 mips_11_05 "disease resistance RPP5 like protein"
mips_11_05_01
mips_11_05_03
at_At5g38350 mips_11_05 "disease resistance protein-like"
mips_11_05_01
at_At5g45200 mips_11_05_01 "disease resistance protein RPS4"
Propertest Accuracy: 9/10 (90.00%)
Propertest Frequency class 'mips_11_05': 199/4430 (4.49%)
New (unknown) data (2885 items):
at_At1g69550 - no entry null
at_At2g20810 - no entry null
at_At3g51560 - no entry null
at_At3g58980 - no entry null
at_At4g00320 - no entry null
at_At5g17680 - no entry null
at_At5g38850 - no entry null
at_At5g44870 - no entry null
at_At5g46520 - no entry null
at_At5g48770 - no entry null
at_At4g08450 - no entry null
at_At5g18350 - no entry null
at_At5g40910 - no entry null
at_At5g40920 - no entry null
at_At5g46510 - no entry null
at_At5g49760 - no entry null
at_At2g42730 - no entry null
at_At3g25510 - no entry null
at_At4g16860 - no entry null
at_At4g16940 - no entry null
at_At5g40100 - no entry null
at_At5g44510 - no entry null
at_At5g45230 - no entry null
at_At5g46450 - no entry null
at_At5g46490 - no entry null
at_At5g66910 - no entry null
------------------
Rule 8203
cq1_ratio <= 0.461
hw1_ratio <= 0.042
rm1_ratio <= 0.506
wq1_ratio <= 0.084
ng4_ratio > 1.852
wy6_ratio <= 0.457
wf7_ratio <= 0.126
tw9_ratio <= 0.104
-> class mips_11_05 "Disease, virulence and defense"
Evaluation on training data (5760 items):
at_At1g12460 - mips_06 "hypothetical protein"
mips_06_04
mips_08
mips_08_13
mips_10
mips_10_01
mips_10_01_01
mips_10_05
at_At1g17250 mips_08_13 "putative receptor protein kinase"
mips_11_05_01
at_At1g17750 mips_08_13 "hypothetical protein"
mips_11_05_01
at_At1g33600 mips_08_13 "hypothetical protein"
mips_11_05_01
at_At1g33610 - mips_08_13 "hypothetical protein"
at_At1g34110 mips_06 "putative protein"
mips_06_04
mips_08
mips_08_13
mips_10
mips_10_01
mips_10_01_01
mips_11
mips_11_05
mips_11_05_01
at_At1g34420 mips_06_04 "hypothetical protein"
mips_08
mips_08_13
mips_10_05
mips_11_05
mips_11_05_01
at_At1g47890 mips_06_04 "disease resistance protein, putative"
mips_08
mips_08_13
mips_10_05
mips_11_05
mips_11_05_01
at_At1g55610 mips_10_05 "receptor kinase, putative"
mips_11_05
mips_11_05_01
mips_14_01
mips_14_01_03
at_At1g71390 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At2g02220 mips_06_04 "putative receptor-like protein kinase"
mips_08_13
mips_11_05
mips_11_05_01
at_At2g15080 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At2g32660 mips_10_01 "putative disease resistance protein"
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
mips_14
mips_14_01
mips_14_01_03
at_At2g33030 mips_11_05_01 "putative leucine-rich repeat disease resistance protein"
at_At3g11010 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At3g24900 mips_06_04 "leucine-rich repeat disease resistance protein, putative"
mips_08_13
mips_11_05
mips_11_05_01
at_At3g47090 mips_11_05_01 "receptor kinase-like protein"
at_At4g08850 mips_06 "receptor protein kinase like protein"
mips_08_13
mips_10
mips_10_01_01
mips_11_05
mips_11_05_01
at_At4g13900 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At4g20140 mips_06_04 "leucine rich repeat-like protein"
mips_08
mips_08_13
mips_10_05
mips_11_05
mips_11_05_01
at_At4g30320 mips_11_05_05 "PR-1-like protein"
mips_11_05_05_99
mips_40_27
at_At4g36180 - mips_08_13 "putative receptor protein kinase"
mips_14_01_03
at_At5g40370 - mips_01_03_07 "glutaredoxin -like protein"
mips_67
at_At5g44700 mips_06_04 "receptor-like protein kinase"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At5g49290 mips_08_13 "disease resistance protein-like"
mips_11_05_01
Training Accuracy: 21/25 (84.00%)
Training Frequency class 'mips_11_05': 259/5760 (4.50%)
Evaluation on validation data (2885 items):
at_At2g19780 - mips_10 "putative disease resistance protein"
mips_10_01_01
at_At2g25470 - mips_08_13 "putative disease resistance protein"
at_At2g33050 mips_06_04 "putative leucine-rich repeat disease resistance protein"
mips_08_13
mips_10_01
mips_10_01_01
mips_11
mips_11_05
mips_11_05_01
at_At4g25780 mips_11_05_05 "putative pathogenesis-related protein"
mips_11_05_05_99
mips_40_27
mips_62_02_01_02
at_At5g20480 mips_11_05_01 "receptor protein kinase - like"
at_At5g61240 mips_10_05 "Cf-5 disease resistance protein - like"
mips_11_05
mips_11_05_01
at_At5g65710 - mips_08_13 "receptor protein kinase-like protein"
Validation Accuracy: 4/7 (57.14%)
Validation Frequency class 'mips_11_05': 123/2885 (4.26%)
Evaluation on propertest data (4430 items):
at_At1g33590 mips_06 "unknown protein"
mips_06_04
mips_08_13
mips_10
mips_10_01
mips_10_01_01
mips_11
mips_11_05
mips_11_05_01
at_At1g35710 - mips_08_13 "protein kinase, putative"
at_At1g62950 - mips_10_05 "protein kinase, putative"
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_At2g01950 - mips_08_13 "putative receptor protein kinase"
mips_14_01_03
at_At2g14610 mips_11_05_05 "pathogenesis-related PR-1-like protein"
mips_11_05_05_99
at_At2g32680 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At2g33060 mips_08_13 "putative leucine-rich repeat disease resistance protein"
mips_11_05_01
at_At3g56370 - mips_08_13 "putative protein"
at_At3g59510 mips_11_05 "putative protein"
mips_11_05_01
mips_63_17
mips_63_17_01
at_At4g13820 - mips_08_13 "putative disease resistance protein"
at_At4g13910 mips_11_05 "putative disease resistance protein"
mips_11_05_01
at_At4g20270 - mips_06_04 "CLV1 receptor kinase like protein"
mips_08_13
at_At4g29240 - mips_10_01 "extensin-like protein"
mips_10_01_01
mips_40_01
at_At4g39400 mips_08_13 "brassinosteroid insensitive 1 gene (BRI1)"
mips_11_05_01
at_At5g05770 - mips_04_05_01_04_01 "unknown protein"
mips_25_05_10
mips_25_05_17
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
at_At5g10020 mips_06_04 "receptor protein kinase -like(fragment)"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At5g18100 - mips_11_01_01 "Cu/Zn superoxide dismutase-like protein"
mips_11_07_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
at_At5g25930 mips_08_13 "receptor-like protein kinase - like"
mips_11_05_01
at_At5g46330 mips_06_04 "receptor protein kinase"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At5g63930 mips_08_13 "receptor-like protein kinase"
mips_11_05_01
Propertest Accuracy: 11/21 (52.38%)
Propertest Frequency class 'mips_11_05': 199/4430 (4.49%)
New (unknown) data (2885 items):
at_At1g13230 - no entry null
at_At1g56320 - no entry null
at_At1g61070 - no entry null
at_At1g75640 - no entry null
at_At2g05520 - no entry null
at_At2g18930 - no entry null
at_At2g22080 - no entry null
at_At2g23920 - no entry null
at_At2g25790 - no entry null
at_At2g26330 - no entry null
at_At2g26380 - no entry null
at_At2g27060 - no entry null
at_At2g42800 - no entry null
at_At2g46390 - no entry null
at_At3g08880 - no entry null
at_At3g17110 - no entry null
at_At3g19290 - no entry null
at_At3g20820 - no entry null
at_At3g22060 - no entry null
at_At3g47570 - no entry null
at_At4g28650 - no entry null
at_At5g14560 - no entry null
at_At5g35480 - no entry null
at_At5g41470 - no entry null
at_At5g62230 - no entry null
at_At1g72180 - no entry null
at_At2g05620 - no entry null
at_At3g13370 - no entry null
at_At3g47110 - no entry null
at_At4g08230 - no entry null
at_At5g04080 - no entry null
at_At5g12940 - no entry null
at_At1g13910 - no entry null
at_At1g31620 - no entry null
at_At1g54480 - no entry null
at_At1g73070 - no entry null
at_At1g75820 - no entry null
at_At1g80080 - no entry null
at_At2g05530 - no entry null
at_At2g05540 - no entry null
at_At2g14580 - no entry null
at_At2g19030 - no entry null
at_At2g19040 - no entry null
at_At2g23780 - no entry null
at_At3g09390 - no entry null
at_At3g12610 - no entry null
at_At3g28040 - no entry null
at_At3g30160 - no entry null
at_At3g42900 - no entry null
at_At3g45160 - no entry null
at_At3g47580 - no entry null
at_At3g57850 - no entry null
at_At4g08330 - no entry null
at_At4g31030 - no entry null
at_At5g01890 - no entry null
at_At5g09330 - no entry null
------------------
Rule 7118
hydrogen > 6100
nl4_ratio > 1.084
wp4_ratio <= 0.04
-> class mips_08_13 "vacuolar transport"
Evaluation on training data (5760 items):
at_At1g09970 mips_08_13 "leucine-rich repeat receptor-like kinase At1g09970"
at_At1g17230 mips_08_13 "putative leucine-rich receptor protein kinase"
at_At1g17240 mips_08_13 "putative receptor protein kinase, predicted GPI-anchored protein"
at_At1g17750 mips_08_13 "hypothetical protein"
mips_11_05_01
at_At1g28440 mips_08_13 "hypothetical protein"
at_At1g34420 mips_06_04 "hypothetical protein"
mips_08
mips_08_13
mips_10_05
mips_11_05
mips_11_05_01
at_At1g53440 mips_08_13 "receptor-like serine/threonine kinase, putative"
at_At1g55610 - mips_10_05 "receptor kinase, putative"
mips_11_05
mips_11_05_01
mips_14_01
mips_14_01_03
at_At1g71390 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At1g74360 mips_08_13 "putative receptor protein kinase (At1g74360)"
at_At2g02220 mips_06_04 "putative receptor-like protein kinase"
mips_08_13
mips_11_05
mips_11_05_01
at_At2g24130 mips_08_13 "putative receptor-like protein kinase"
at_At2g32660 - mips_10_01 "putative disease resistance protein"
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
mips_14
mips_14_01
mips_14_01_03
at_At3g24900 mips_06_04 "leucine-rich repeat disease resistance protein, putative"
mips_08_13
mips_11_05
mips_11_05_01
at_At3g25010 mips_08_13 "disease resistance protein, putative"
at_At3g47090 - mips_11_05_01 "receptor kinase-like protein"
at_At4g04220 mips_08_13 "putative disease resistance protein, predicted GPI-anchored protein"
at_At4g08850 mips_06 "receptor protein kinase like protein"
mips_08_13
mips_10
mips_10_01_01
mips_11_05
mips_11_05_01
at_At4g13810 mips_08_13 "putative disease resistance protein"
at_At4g13900 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At4g20140 mips_06_04 "leucine rich repeat-like protein"
mips_08
mips_08_13
mips_10_05
mips_11_05
mips_11_05_01
at_At4g33210 mips_08_13 "putative protein"
at_At4g36180 mips_08_13 "putative receptor protein kinase"
mips_14_01_03
at_At5g07280 mips_08_13 "receptor-like protein kinase-like protein"
at_At5g44700 mips_06_04 "receptor-like protein kinase"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At5g49290 mips_08_13 "disease resistance protein-like"
mips_11_05_01
Training Accuracy: 23/26 (88.46%)
Training Frequency class 'mips_08_13': 92/5760 (1.60%)
Evaluation on validation data (2885 items):
at_At1g74170 mips_08_13 "disease resistance protein, putative"
mips_11_05_01
at_At2g25470 mips_08_13 "putative disease resistance protein"
at_At2g33020 mips_06 "putative leucine-rich repeat disease resistance protein"
mips_06_04
mips_08_13
mips_10
mips_10_01_01
mips_11_05
mips_11_05_01
at_At2g33050 mips_06_04 "putative leucine-rich repeat disease resistance protein"
mips_08_13
mips_10_01
mips_10_01_01
mips_11
mips_11_05
mips_11_05_01
at_At2g33080 mips_06 "putative leucine-rich repeat disease resistance protein"
mips_06_04
mips_08
mips_08_13
mips_11
mips_11_05
mips_11_05_01
mips_99
at_At2g34930 mips_08_13 "putative disease resistance protein"
at_At3g23120 mips_08_13 "disease resistance protein, putative"
at_At3g44400 - mips_11 "disease resistence - like protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At3g44480 - mips_11_05_01 "disease resistance protein -like"
mips_11_05_03
at_At4g09360 - mips_11 "putative protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g13920 mips_08_13 "disease resistance Cf-2 like protein"
mips_11_05_01
at_At5g01680 - mips_67_04 "putative transporter protein"
mips_67_04_01
mips_67_04_01_02
at_At5g04720 - mips_11 "putative protein"
mips_11_05
mips_11_05_01
mips_11_05_03
mips_98
at_At5g20480 - mips_11_05_01 "receptor protein kinase - like"
at_At5g53890 - mips_14_01 "receptor protein kinase-like protein"
mips_14_01_03
at_At5g65710 mips_08_13 "receptor protein kinase-like protein"
Validation Accuracy: 9/16 (56.25%)
Validation Frequency class 'mips_08_13': 44/2885 (1.53%)
Evaluation on propertest data (4430 items):
at_At1g53430 mips_08_13 "receptor-like serine/threonine kinase, putative"
at_At1g62950 - mips_10_05 "protein kinase, putative"
at_At1g71400 mips_06 "putative disease resistance protein"
mips_06_04
mips_08_13
mips_10
mips_11_05
mips_11_05_01
at_At1g74180 mips_08_13 "disease resistance protein, putative"
at_At1g74190 mips_08_13 "disease resistance protein, putative"
mips_11_05_01
mips_13_05
mips_13_05_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At2g01950 mips_08_13 "putative receptor protein kinase"
mips_14_01_03
at_At2g32680 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At2g33060 mips_08_13 "putative leucine-rich repeat disease resistance protein"
mips_11_05_01
at_At2g33170 mips_08_13 "putative receptor-like protein kinase"
mips_11_05_01
at_At3g07040 - mips_11_05_01 "disease resistance gene (RPM1)"
mips_11_05_03
at_At3g13380 mips_08_13 "brassinosteroid receptor kinase, putative"
mips_11_05_01
mips_14_01
mips_14_01_03
at_At3g25020 mips_08_13 "disease resistance protein, putative"
at_At4g20270 mips_06_04 "CLV1 receptor kinase like protein"
mips_08_13
at_At4g36190 - mips_06_07_11 "putative prolyl carboxypeptidase"
mips_06_13_04
mips_06_13_04_01
mips_40_25
mips_47_03_05
mips_47_03_05_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
at_At5g25910 mips_06_04 "disease resistance protein - like"
mips_08_13
mips_11_05
mips_11_05_01
at_At5g46330 mips_06_04 "receptor protein kinase"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At5g46470 - mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g49770 mips_06_04 "receptor protein kinase-like"
mips_08_13
mips_10_01_01
mips_11_05
mips_11_05_01
at_At5g63930 mips_08_13 "receptor-like protein kinase"
mips_11_05_01
Propertest Accuracy: 15/19 (78.95%)
Propertest Frequency class 'mips_08_13': 68/4430 (1.53%)
New (unknown) data (2885 items):
at_At1g29720 - no entry null
at_At1g75640 - no entry null
at_At2g25790 - no entry null
at_At2g41820 - no entry null
at_At3g44630 - no entry null
at_At3g47570 - no entry null
at_At4g28650 - no entry null
at_At5g62230 - no entry null
at_At3g47110 - no entry null
at_At4g34220 - no entry null
at_At5g49660 - no entry null
at_At5g51350 - no entry null
at_At1g15890 - no entry null
at_At1g73080 - no entry null
at_At1g75820 - no entry null
at_At3g28040 - no entry null
at_At3g44670 - no entry null
at_At3g47580 - no entry null
at_At4g19050 - no entry null
at_At4g26540 - no entry null
at_At4g28490 - no entry null
at_At5g04780 - no entry null
at_At5g07180 - no entry null
------------------
Rule 8205
cq1_ratio <= 0.461
rm1_ratio <= 0.506
ng4_ratio > 1.852
wy6_ratio <= 0.457
-> class mips_08_13 "vacuolar transport"
Evaluation on training data (5760 items):
at_At1g12460 mips_06 "hypothetical protein"
mips_06_04
mips_08
mips_08_13
mips_10
mips_10_01
mips_10_01_01
mips_10_05
at_At1g17230 mips_08_13 "putative leucine-rich receptor protein kinase"
at_At1g17240 mips_08_13 "putative receptor protein kinase, predicted GPI-anchored protein"
at_At1g17250 mips_08_13 "putative receptor protein kinase"
mips_11_05_01
at_At1g17750 mips_08_13 "hypothetical protein"
mips_11_05_01
at_At1g28440 mips_08_13 "hypothetical protein"
at_At1g33600 mips_08_13 "hypothetical protein"
mips_11_05_01
at_At1g33610 mips_08_13 "hypothetical protein"
at_At1g34110 mips_06 "putative protein"
mips_06_04
mips_08
mips_08_13
mips_10
mips_10_01
mips_10_01_01
mips_11
mips_11_05
mips_11_05_01
at_At1g34420 mips_06_04 "hypothetical protein"
mips_08
mips_08_13
mips_10_05
mips_11_05
mips_11_05_01
at_At1g47890 mips_06_04 "disease resistance protein, putative"
mips_08
mips_08_13
mips_10_05
mips_11_05
mips_11_05_01
at_At1g55610 - mips_10_05 "receptor kinase, putative"
mips_11_05
mips_11_05_01
mips_14_01
mips_14_01_03
at_At1g71390 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At1g74360 mips_08_13 "putative receptor protein kinase (At1g74360)"
at_At2g02220 mips_06_04 "putative receptor-like protein kinase"
mips_08_13
mips_11_05
mips_11_05_01
at_At2g15080 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At2g32660 - mips_10_01 "putative disease resistance protein"
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
mips_14
mips_14_01
mips_14_01_03
at_At2g33030 - mips_11_05_01 "putative leucine-rich repeat disease resistance protein"
at_At3g11010 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At3g23110 mips_08_13 "disease resistance protein, putative"
at_At3g24900 mips_06_04 "leucine-rich repeat disease resistance protein, putative"
mips_08_13
mips_11_05
mips_11_05_01
at_At3g25010 mips_08_13 "disease resistance protein, putative"
at_At3g47090 - mips_11_05_01 "receptor kinase-like protein"
at_At3g53240 mips_08_13 "disease resistance - like protein"
at_At4g04220 mips_08_13 "putative disease resistance protein, predicted GPI-anchored protein"
at_At4g08850 mips_06 "receptor protein kinase like protein"
mips_08_13
mips_10
mips_10_01_01
mips_11_05
mips_11_05_01
at_At4g13810 mips_08_13 "putative disease resistance protein"
at_At4g13900 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At4g20140 mips_06_04 "leucine rich repeat-like protein"
mips_08
mips_08_13
mips_10_05
mips_11_05
mips_11_05_01
at_At4g30320 - mips_11_05_05 "PR-1-like protein"
mips_11_05_05_99
mips_40_27
at_At4g36180 mips_08_13 "putative receptor protein kinase"
mips_14_01_03
at_At5g07280 mips_08_13 "receptor-like protein kinase-like protein"
at_At5g23400 mips_08_13 "disease resistance protein-like"
at_At5g27060 mips_08_13 "resistance protein - like"
at_At5g40370 - mips_01_03_07 "glutaredoxin -like protein"
mips_67
at_At5g44700 mips_06_04 "receptor-like protein kinase"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At5g48940 mips_08_13 "receptor protein kinase-like protein"
at_At5g49290 mips_08_13 "disease resistance protein-like"
mips_11_05_01
at_At5g56040 mips_08_13 "receptor protein kinase-like protein"
Training Accuracy: 33/39 (84.62%)
Training Frequency class 'mips_08_13': 92/5760 (1.60%)
Evaluation on validation data (2885 items):
at_At1g11130 - mips_10_05 "leucine-rich repeat transmembrane protein kinase, putative"
mips_40_01
at_At1g74170 mips_08_13 "disease resistance protein, putative"
mips_11_05_01
at_At2g19780 - mips_10 "putative disease resistance protein"
mips_10_01_01
at_At2g25470 mips_08_13 "putative disease resistance protein"
at_At2g33020 mips_06 "putative leucine-rich repeat disease resistance protein"
mips_06_04
mips_08_13
mips_10
mips_10_01_01
mips_11_05
mips_11_05_01
at_At2g33050 mips_06_04 "putative leucine-rich repeat disease resistance protein"
mips_08_13
mips_10_01
mips_10_01_01
mips_11
mips_11_05
mips_11_05_01
at_At2g33080 mips_06 "putative leucine-rich repeat disease resistance protein"
mips_06_04
mips_08
mips_08_13
mips_11
mips_11_05
mips_11_05_01
mips_99
at_At2g34930 mips_08_13 "putative disease resistance protein"
at_At3g23010 mips_08_13 "disease resistance protein, putative"
at_At3g23120 mips_08_13 "disease resistance protein, putative"
at_At4g25780 - mips_11_05_05 "putative pathogenesis-related protein"
mips_11_05_05_99
mips_40_27
mips_62_02_01_02
at_At5g20480 - mips_11_05_01 "receptor protein kinase - like"
at_At5g53890 - mips_14_01 "receptor protein kinase-like protein"
mips_14_01_03
at_At5g61240 - mips_10_05 "Cf-5 disease resistance protein - like"
mips_11_05
mips_11_05_01
at_At5g65700 - mips_10 "receptor protein kinase-like protein"
mips_10_01
mips_10_01_01
mips_10_05
mips_98
at_At5g65710 mips_08_13 "receptor protein kinase-like protein"
Validation Accuracy: 9/16 (56.25%)
Validation Frequency class 'mips_08_13': 44/2885 (1.53%)
Evaluation on propertest data (4430 items):
at_At1g33590 mips_06 "unknown protein"
mips_06_04
mips_08_13
mips_10
mips_10_01
mips_10_01_01
mips_11
mips_11_05
mips_11_05_01
at_At1g35710 mips_08_13 "protein kinase, putative"
at_At1g62950 - mips_10_05 "protein kinase, putative"
at_At1g65380 mips_08_13 "putative protein"
mips_11_05_01
at_At1g71400 mips_06 "putative disease resistance protein"
mips_06_04
mips_08_13
mips_10
mips_11_05
mips_11_05_01
at_At1g74180 mips_08_13 "disease resistance protein, putative"
at_At1g74190 mips_08_13 "disease resistance protein, putative"
mips_11_05_01
mips_13_05
mips_13_05_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_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_At2g01950 mips_08_13 "putative receptor protein kinase"
mips_14_01_03
at_At2g14610 - mips_11_05_05 "pathogenesis-related PR-1-like protein"
mips_11_05_05_99
at_At2g15040 mips_08_13 "putative disease resistance protein"
at_At2g25440 - mips_10_01 "putative disease resistance protein"
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At2g32680 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At2g33060 mips_08_13 "putative leucine-rich repeat disease resistance protein"
mips_11_05_01
at_At2g33170 mips_08_13 "putative receptor-like protein kinase"
mips_11_05_01
at_At3g11080 mips_06_04 "hypothetical protein"
mips_08_13
mips_11_05
mips_11_05_01
at_At3g13380 mips_08_13 "brassinosteroid receptor kinase, putative"
mips_11_05_01
mips_14_01
mips_14_01_03
at_At3g25020 mips_08_13 "disease resistance protein, putative"
at_At3g56370 mips_08_13 "putative protein"
at_At3g59510 - mips_11_05 "putative protein"
mips_11_05_01
mips_63_17
mips_63_17_01
at_At4g13820 mips_08_13 "putative disease resistance protein"
at_At4g13910 - mips_11_05 "putative disease resistance protein"
mips_11_05_01
at_At4g20270 mips_06_04 "CLV1 receptor kinase like protein"
mips_08_13
at_At4g29240 - mips_10_01 "extensin-like protein"
mips_10_01_01
mips_40_01
at_At4g30220 - mips_04_05_05_01 "snRNP Sm protein F - like"
mips_04_05_05_01_10
mips_40_10_07
at_At4g39400 mips_08_13 "brassinosteroid insensitive 1 gene (BRI1)"
mips_11_05_01
at_At5g05770 - mips_04_05_01_04_01 "unknown protein"
mips_25_05_10
mips_25_05_17
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
at_At5g10020 mips_06_04 "receptor protein kinase -like(fragment)"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At5g18100 - mips_11_01_01 "Cu/Zn superoxide dismutase-like protein"
mips_11_07_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
at_At5g25910 mips_06_04 "disease resistance protein - like"
mips_08_13
mips_11_05
mips_11_05_01
at_At5g25930 mips_08_13 "receptor-like protein kinase - like"
mips_11_05_01
at_At5g40170 mips_06_04 "disease resistance - like protein"
mips_08
mips_08_13
mips_11
mips_11_05
mips_11_05_01
at_At5g46330 mips_06_04 "receptor protein kinase"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At5g63930 mips_08_13 "receptor-like protein kinase"
mips_11_05_01
Propertest Accuracy: 24/34 (70.59%)
Propertest Frequency class 'mips_08_13': 68/4430 (1.53%)
New (unknown) data (2885 items):
at_At1g03440 - no entry null
at_At1g08590 - mips_10 "putative receptor kinase, CLV1"
at_At1g13230 - no entry null
at_At1g32680 - no entry null
at_At1g56320 - no entry null
at_At1g61070 - no entry null
at_At1g75640 - no entry null
at_At2g05520 - no entry null
at_At2g15320 - no entry null
at_At2g18930 - no entry null
at_At2g22080 - no entry null
at_At2g23920 - no entry null
at_At2g24160 - no entry null
at_At2g25790 - no entry null
at_At2g26330 - no entry null
at_At2g26380 - no entry null
at_At2g27060 - no entry null
at_At2g41820 - no entry null
at_At2g42800 - no entry null
at_At2g46390 - no entry null
at_At3g08880 - no entry null
at_At3g13950 - no entry null
at_At3g17110 - no entry null
at_At3g19290 - no entry null
at_At3g20820 - no entry null
at_At3g22060 - no entry null
at_At3g25000 - no entry null
at_At3g28890 - no entry null
at_At3g47570 - no entry null
at_At4g03010 - no entry null
at_At4g28650 - no entry null
at_At5g14560 - no entry null
at_At5g21090 - no entry null
at_At5g35480 - no entry null
at_At5g41470 - no entry null
at_At5g49750 - no entry null
at_At5g62230 - no entry null
at_At5g66330 - no entry null
at_At1g33670 - no entry null
at_At1g72180 - no entry null
at_At2g05620 - no entry null
at_At3g09860 - no entry null
at_At3g13370 - no entry null
at_At3g47110 - no entry null
at_At4g08230 - no entry null
at_At4g13880 - no entry null
at_At5g04080 - no entry null
at_At5g04790 - no entry null
at_At5g12940 - no entry null
at_At1g13910 - no entry null
at_At1g31620 - no entry null
at_At1g54480 - no entry null
at_At1g68780 - no entry null
at_At1g73070 - no entry null
at_At1g73080 - no entry null
at_At1g75820 - no entry null
at_At1g80080 - no entry null
at_At2g05530 - no entry null
at_At2g05540 - no entry null
at_At2g14580 - no entry null
at_At2g19030 - no entry null
at_At2g19040 - no entry null
at_At2g23780 - no entry null
at_At2g32570 - no entry null
at_At3g09390 - no entry null
at_At3g12610 - no entry null
at_At3g24235 - no entry null
at_At3g28040 - no entry null
at_At3g30160 - no entry null
at_At3g42900 - no entry null
at_At3g45160 - no entry null
at_At3g47580 - no entry null
at_At3g49670 - no entry null
at_At3g57850 - no entry null
at_At4g08330 - no entry null
at_At4g31030 - no entry null
at_At4g33930 - no entry null
at_At4g34300 - no entry null
at_At5g01890 - no entry null
at_At5g07180 - no entry null
at_At5g09330 - no entry null
at_At5g38980 - no entry null
------------------
Rule 3895
gravy <= -0.291
cd1_ratio <= 0.156
ht1_ratio <= 0.413
vr1_ratio > 1.215
dy4_ratio <= 0.143
kc5_ratio <= 0.269
wf5_ratio <= 0.191
ct7_ratio <= 0.18
wa10_ratio <= 0.342
-> class mips_05_01 "ribosome biogenesis"
Evaluation on training data (5760 items):
at_At1g09590 mips_05_01 "putative 60S ribosomal protein L21"
mips_05_01_01
at_At1g09690 mips_05_01 "putative 60S ribosomal protein L21"
mips_05_01_01
at_At1g48830 mips_05 "unknown protein"
mips_05_01
mips_05_01_01
mips_05_04
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_03
mips_63_03
at_At1g74270 mips_05_01 "putative ribosomal protein"
mips_05_01_01
at_At1g76300 - mips_04 "putative small nuclear ribonucleoprotein Sm D3"
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_40
mips_40_10
mips_40_10_07
mips_40_10_99
mips_63
mips_63_01
mips_63_03
at_At2g19750 mips_05_01 "40S ribosomal protein S30"
mips_05_01_01
mips_05_01_99
mips_63_03_03
at_At2g40510 mips_05 "40S ribosomal protein S26"
mips_05_01
mips_05_01_01
mips_05_04
mips_40
mips_40_03
mips_48
mips_63
mips_63_03
mips_63_03_03
at_At3g11510 mips_05_01 "putative 40S ribosomal protein s14"
mips_05_01_01
mips_63_03_03
at_At3g27450 mips_05_01 "40S ribosomal subunit protein S21, putative"
mips_05_01_01
mips_05_04
at_At3g28900 mips_05 "60S ribosomal protein L34, putative"
mips_05_01
mips_05_01_01
mips_05_04
at_At3g47370 mips_05_01 "40S ribosomal protein S20-like protein"
mips_05_01_01
mips_05_04
mips_06_10
mips_30_03
mips_30_99
mips_62
mips_62_01
mips_62_01_07
mips_63_03_03
mips_63_07
at_At3g48930 - mips_05_04_03 "cytosolic ribosomal protein S11"
mips_62_01_07
mips_62_02_99
at_At3g55750 mips_05_01 "ribosomal protein L35a-like"
mips_05_01_01
mips_05_04
at_At3g62840 - mips_04_05_05 "small nuclear ribonucleoprotein-like protein"
mips_04_05_05_01
mips_06_10
mips_40_10_07
mips_62_01_07
mips_62_02
mips_62_02_01
at_At4g13170 - mips_30_26 "ribosomal protein L13a like protein"
mips_30_26_03
mips_62_02_99
at_At4g16720 mips_05_01 "ribosomal protein"
mips_05_01_01
mips_05_04
mips_06_10
mips_63_03_03
at_At4g26230 mips_05_01_01 "putative ribosomal protein"
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g29390 mips_05_01 "RIBOSOMAL PROTEIN S30 homolog"
mips_05_01_01
mips_05_01_99
mips_63_03_03
at_At5g02610 - mips_06_10 "ribosomal protein L35 - like"
mips_40_10_07
mips_62_01_07
mips_62_02
mips_62_02_99
at_At5g09240 - mips_40_10_99 "transcriptional co-activator-like protein"
at_At5g23740 mips_05_01 "40S ribosomal protein S11"
mips_05_01_01
mips_05_04
mips_05_04_03
mips_06_10
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_99
mips_63_03_03
at_At5g56670 mips_05_01 "40S ribosomal protein S30 homolog (emb|CAB79697.1)"
mips_05_01_01
mips_05_01_99
mips_63_03_03
at_At5g56710 mips_05_01 "60S ribosomal protein L31"
mips_05_01_01
mips_05_04
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g59240 mips_05_01 "40S ribosomal protein S8 - like"
mips_05_01_01
at_At5g64140 mips_05_01 "40S ribosomal protein S28 (sp|P34789)"
mips_05_01_01
mips_30_03
mips_63_03_03
at_At5g67510 mips_05_01 "60S ribosomal protein L26"
mips_05_01_01
mips_63_03_03
Training Accuracy: 20/26 (76.92%)
Training Frequency class 'mips_05_01': 114/5760 (1.98%)
Evaluation on validation data (2885 items):
at_At1g17880 - mips_01_05_04 "putative protein"
mips_04_05_01_01
mips_04_05_01_04_01
mips_25_05_25
at_At1g23220 - mips_13 "dynein light subunit lc6, flagellar outer arm"
mips_13_03
mips_13_03_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_40_04
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_63_01
mips_63_06
mips_63_19
at_At1g33140 mips_05_01 "ribosomal protein L9, putative"
mips_05_01_01
at_At2g12200 - mips_01_01_01_07 "10-formyltetrahydrofolate synthetase"
mips_01_01_01_11
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_03_01
mips_01_07_01
at_At2g21000 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g36160 mips_05_01 "40S ribosomal protein S14"
mips_05_01_01
mips_63_03_03
at_At2g39150 - mips_01_03 "unknown protein"
mips_01_03_04
mips_04_03
mips_04_03_06
at_At2g40590 mips_05_01_01 "40S ribosomal protein S26"
mips_48
mips_63_03_03
at_At2g47640 - mips_04_05_05_01 "putative small nuclear ribonucleoprotein D2"
mips_40_10_07
at_At3g52580 mips_05_01 "putative ribosomal protein S14"
mips_05_01_01
mips_05_04
mips_63_03_03
at_At3g56340 mips_05 "40S ribosomal protein S26 homolog"
mips_05_01
mips_05_01_01
mips_05_04
mips_48
mips_63_03_03
at_At4g17390 mips_05 "60S ribosomal protein L15 homolog"
mips_05_01
mips_05_01_01
mips_05_04
mips_06_10
mips_40_03
mips_63_03
mips_63_03_03
at_At4g27690 - mips_06_04 "putative protein (fragment)"
mips_08
mips_08_07
mips_08_07_22
mips_08_07_29
mips_08_07_99
mips_08_13
mips_08_99
mips_30
mips_30_25
mips_40_03
mips_40_08
mips_40_22
mips_40_25
mips_63_07
at_At5g25170 - mips_14_10 "putative protein"
Validation Accuracy: 6/14 (42.86%)
Validation Frequency class 'mips_05_01': 62/2885 (2.15%)
Evaluation on propertest data (4430 items):
at_At1g20580 - mips_04_05_05 "unknown protein"
mips_04_05_05_01
mips_40_10_07
at_At1g25330 - mips_14_10 "putative bHLH transcription factor (bHLH075)"
mips_14_10_02
mips_40_10_05
at_At1g51650 - mips_67_04 "putative protein"
mips_67_15
at_At1g57860 mips_05_01 "hypothetical protein"
mips_05_01_01
mips_05_04
at_At1g73230 - mips_01_05_04 "putative transcription factor BTF3 (RNA polymerase B transcription factor 3)"
mips_04_05_01_01
mips_04_05_01_04_01
mips_25_05_25
at_At1g77150 - mips_02_30 "hypothetical protein"
mips_08_99
at_At2g19740 mips_05_01 "60S ribosomal protein L31"
mips_05_01_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g34480 mips_05_01 "60S ribosomal protein L18A"
mips_05_01_01
mips_30_03
mips_63_03_03
mips_63_07
at_At2g38300 - mips_10_05 "unknown protein"
mips_10_05_01
mips_10_05_01_10
mips_11_01
mips_30_04
at_At3g45030 mips_05_01 "40S ribsomomal protein"
mips_05_01_01
mips_05_04
mips_06_10
mips_30_03
mips_30_99
mips_62
mips_62_01
mips_62_01_07
mips_63_03_03
mips_63_07
at_At3g48130 mips_05_01 "ribosomal protein L13 homolog"
at_At3g49910 mips_05_01 "60S RIBOSOMAL PROTEIN - like"
mips_05_01_01
mips_63_03_03
at_At3g53800 - mips_03_01_05_03 "unknown protein"
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
mips_67_01
mips_67_01_05
at_At4g30800 - mips_05_04_03 "ribosomal protein S11 - like"
mips_62_01_07
mips_62_02_99
at_At4g32420 - mips_06_01 "putative protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At4g34730 - mips_04_01 "putative protein"
mips_04_01_04
mips_05
mips_05_04
mips_05_04_01
mips_11_01
at_At5g09490 mips_05_01 "ribosomal protein S15-like"
mips_05_01_01
mips_30_99
mips_63_03_01
mips_63_03_03
mips_63_07
at_At5g14680 - mips_10_05 "putative protein"
mips_11_01
at_At5g42850 - mips_02 "unknown protein"
mips_02_11
at_At5g58530 - mips_01_03_07 "putative protein"
mips_02_13
mips_02_13_03
mips_67_15
at_At5g62300 mips_05 "ribosomal protein S20 - like"
mips_05_01
mips_05_01_01
mips_06
mips_06_10
mips_30
mips_30_03
mips_30_99
mips_40
mips_40_03
mips_62
mips_62_01
mips_62_01_07
mips_63
mips_63_03
mips_63_03_03
mips_63_07
mips_98
Propertest Accuracy: 8/21 (38.10%)
Propertest Frequency class 'mips_05_01': 103/4430 (2.33%)
New (unknown) data (2885 items):
at_At1g02450 - no entry null
at_At1g06340 - no entry null
at_At1g07070 - no entry null
at_At1g10140 - no entry null
at_At1g17300 - no entry null
at_At1g33120 - no entry null
at_At1g35400 - no entry null
at_At1g42700 - no entry null
at_At1g55340 - no entry null
at_At1g75180 - no entry null
at_At1g75670 - no entry null
at_At1g80970 - no entry null
at_At2g03310 - no entry null
at_At2g04340 - no entry null
at_At2g13750 - no entry null
at_At2g34260 - no entry null
at_At2g36040 - no entry null
at_At2g37750 - no entry null
at_At2g41180 - mips_04 "unknown protein"
at_At2g46000 - no entry null
at_At2g48090 - no entry null
at_At3g11140 - no entry null
at_At3g14060 - no entry null
at_At3g14760 - no entry null
at_At3g21570 - no entry null
at_At3g30840 - no entry null
at_At3g42970 - no entry null
at_At3g47070 - no entry null
at_At3g47240 - no entry null
at_At3g60530 - no entry null
at_At3g61930 - no entry null
at_At4g04330 - no entry null
at_At4g10910 - no entry null
at_At4g12930 - no entry null
at_At4g23910 - no entry null
at_At4g29110 - no entry null
at_At4g32440 - no entry null
at_At4g35060 - mips_06 "unknown protein"
at_At4g35400 - no entry null
at_At5g14410 - no entry null
at_At5g14560 - no entry null
at_At5g24490 - no entry null
at_At5g41690 - no entry null
at_At5g46320 - no entry null
at_At5g54850 - no entry null
at_At1g06010 - no entry null
at_At1g07090 - no entry null
at_At1g16790 - no entry null
at_At2g38830 - no entry null
at_At3g13740 - no entry null
at_At3g31400 - no entry null
at_At3g46620 - no entry null
at_At3g48960 - no entry null
at_At3g63020 - no entry null
at_At4g04730 - no entry null
at_At4g08230 - no entry null
at_At4g10920 - no entry null
at_At5g07330 - no entry null
at_At5g09250 - no entry null
at_At5g46770 - no entry null
at_At5g49210 - no entry null
at_At5g57910 - no entry null
at_At5g62070 - mips_98 "unknown protein"
at_At5g66110 - no entry null
at_At1g12180 - no entry null
at_At1g41880 - no entry null
at_At1g57660 - no entry null
at_At2g01340 - no entry null
at_At2g19320 - no entry null
at_At3g17300 - no entry null
at_At3g19660 - no entry null
at_At3g30220 - no entry null
at_At3g32170 - no entry null
at_At3g45730 - no entry null
at_At3g53890 - no entry null
at_At3g57860 - no entry null
at_At4g10000 - no entry null
at_At4g20660 - no entry null
at_At4g31010 - no entry null
at_At5g06270 - no entry null
at_At5g35800 - no entry null
at_At5g46620 - no entry null
at_At5g52700 - no entry null
at_At5g56880 - no entry null
at_At5g61710 - no entry null
at_At5g65300 - no entry null
------------------
Rule 7919
gravy > 0.219
gc2_ratio <= 0.483
wh4_ratio <= 0.219
nm5_ratio <= 0.233
wp5_ratio <= 0.358
nd8_ratio <= 0.435
re9_ratio <= 0.481
hp10_ratio <= 0.245
iw10_ratio > 0.105
vh10_ratio <= 0.177
-> class mips_08_19 "cellular import"
Evaluation on training data (5760 items):
at_At1g01580 - mips_01_20_35 "ferric-chelate reductase FRO2"
mips_01_20_35_02
mips_11_07_07
mips_13_01_01
mips_13_01_01_01
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
at_At1g04970 - mips_01_02 "unknown protein"
mips_01_06
mips_11_01
mips_11_05
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_01
mips_20_25_16_01_07
mips_40_02
mips_40_27
mips_63_05
mips_63_09
mips_67_13
at_At1g08900 mips_01_05_07 "Beta integral like membrane protein"
mips_08_19
mips_40_30
mips_67_04_01
mips_67_04_01_02
mips_67_07
mips_67_50
mips_67_50_03
mips_67_50_03_01
at_At1g08930 mips_01_05_07 "ERD6 protein"
mips_08_19
mips_67_07
at_At1g12940 - mips_01_04_07 "nitrate transporter, putative"
mips_67_04_07
mips_67_04_07_07
mips_67_50_03
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_At1g18940 - mips_01_05_07 "hypothetical protein"
mips_67_07
mips_67_99
at_At1g19450 mips_01_05_07 "integral membrane protein, putative"
mips_08_19
mips_67
mips_67_07
at_At1g20840 mips_01_05_07 "putative sugar transporter protein"
mips_08_19
mips_67_07
at_At1g22150 - mips_35_03_05 "sulfate tansporter Sultr1;3 (Sultr1;3)"
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At1g31830 mips_01_01_07 "hypothetical protein"
mips_08_16
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_01
mips_67_10
at_At1g61630 - mips_01_03_19 "putative equilibrative nucleoside transporter ENT7 (ENT7)"
at_At1g67420 mips_05_01 ""
mips_05_01_01
mips_05_04
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_22
mips_67_04
at_At1g77210 mips_01 "hypothetical 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_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_At2g04070 - mips_11_07 "hypothetical protein"
mips_67_28
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_At2g16130 mips_01_05_07 "putative sugar transporter"
mips_08_19
mips_67_07
at_At2g26690 - mips_67 "putative nitrate transporter"
mips_67_10
mips_67_11
at_At2g34960 - mips_01_01_07 "putative amino acid transporter"
mips_67_10
mips_67_12
at_At2g38100 - mips_67_11 "putative peptide/amino acid transporter"
at_At2g43330 mips_01_05_07 "membrane transporter like protein"
mips_08_19
mips_67_07
at_At2g47160 - mips_67_04_07 "putative anion exchange protein"
mips_67_50_03
mips_67_50_05
at_At3g24290 mips_08_19 "ammonium transporter, putative"
mips_67_04_01
mips_67_04_01_02
mips_67_04_07
at_At3g24300 mips_08_19 "ammonium transporter"
mips_67_04_01
mips_67_04_01_02
mips_67_04_07
at_At3g28960 - mips_01_01_07 "hypothetical protein"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At4g10770 - mips_14 "putative oligopeptide transporter"
mips_14_04
mips_14_04_03
mips_14_04_03_03
mips_67
mips_67_11
mips_67_99
mips_98
mips_99
at_At4g13510 mips_08_19 "ammonium transport protein (AMT1)"
mips_67_04_01
mips_67_04_01_02
mips_67_04_07
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_At4g35300 mips_01_05_07 "putative sugar transporter protein"
mips_08
mips_08_19
mips_40_02
mips_67_07
at_At5g06170 - mips_33 "sucrose transporter protein"
mips_33_03
mips_33_03_99
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_At5g09400 - mips_67_04_01 "potassium transport protein-like"
mips_67_04_01_02
mips_67_50_22
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_At5g19500 - mips_67 "putative protein"
mips_67_99
at_At5g20650 mips_08_19 "unknown protein"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_20_03
mips_48
mips_63_07
mips_63_09
mips_67_04_01
mips_67_04_01_01
at_At5g22740 - mips_01_05_01_03 "glucosyltransferase-like protein"
mips_01_05_01_03_02
mips_30_34
mips_30_34_03
at_At5g25420 - mips_01_03_19 "permease 1-like protein"
mips_67_07
mips_67_07_99
mips_67_99
at_At5g33280 - mips_08_99 "chloride channel-like protein"
mips_13_01_03
mips_13_01_03_05
mips_43
mips_43_03
mips_45_03_17
mips_45_03_99
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_99
mips_67_01
mips_67_01_01
mips_67_04_07
at_At5g43350 mips_01_05_07 "phosphate transporter (gb|AAB17265.1)"
mips_08_19
mips_67_04_07
mips_67_07
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_At5g53510 - mips_14_04_03 "isp4 protein"
mips_14_04_03_03
mips_67_11
mips_67_99
at_At5g55290 - mips_40_25 "unknown protein"
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_15
at_At5g55930 - mips_14_04_03 "sexual differentiation process protein ISP4-like"
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_At5g59250 mips_01_05_04 "D-xylose-H+ symporter - like protein"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_30_01
mips_67_07
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_At5g63850 - mips_01 "amino acid transporter AAP4 (pir||S51169)"
mips_01_01_07
mips_13
mips_13_03
mips_13_03_01
mips_40
mips_67
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
at_At5g64290 mips_01_05_07 "2-oxoglutarate/malate translocator"
mips_02_30
mips_08_02
mips_08_19
mips_40_26
mips_40_26_03
mips_40_30
mips_67_07
mips_67_07_03
at_At5g64410 - mips_14_04_03 "Isp4-like protein"
mips_14_04_03_03
mips_67_11
mips_67_99
Training Accuracy: 20/49 (40.82%)
Training Frequency class 'mips_08_19': 82/5760 (1.42%)
Evaluation on validation data (2885 items):
at_At1g17120 - mips_01_01 "putative amino acid transporter"
mips_01_01_07
mips_40_02
mips_48
mips_67
mips_67_10
mips_67_12
at_At1g52180 - mips_13_01_01 "putative delta tonoplast integral protein"
mips_13_01_01_99
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_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_At1g65550 - mips_01_03 "hypothetical protein"
mips_01_03_19
mips_03
mips_03_01
mips_08
mips_40_02
mips_67
mips_67_07
mips_67_07_99
mips_67_99
at_At1g74780 - mips_01_05_07 ""
mips_67_04
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_At2g19600 - mips_13_01 "putative potassium/proton antiporter"
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67_04_01
mips_67_04_01_02
at_At2g25520 - mips_01 "putative phosphate/phosphoenolpyruvate translocator protein"
mips_04
mips_04_05_01
mips_04_05_01_04
mips_08_02
mips_40_10
mips_40_26
mips_40_26_03
mips_63_03
mips_67
mips_67_07
mips_67_07_01
mips_67_50_05
at_At2g30240 - mips_67_04_01 "putative Na/H antiporter"
mips_67_04_01_02
at_At2g35740 mips_01_05_07 "putative sugar transporter"
mips_01_06_13
mips_08_19
mips_67_07
at_At3g18830 mips_01_05_07 "sugar transporter like protein"
mips_08_19
mips_67_07
at_At4g04750 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_At4g04760 mips_01_05_04 "putative sugar transporter"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_30_01
mips_67_07
at_At4g26590 - mips_14_04_03 "isp4 like protein"
mips_14_04_03_03
mips_67_11
mips_67_99
at_At5g05630 mips_01_01_07 "putative protein"
mips_08_19
mips_20_03
mips_67_10
mips_67_12
at_At5g07600 - mips_01_06 "unknown protein"
at_At5g11570 - mips_20_03 "putative oligopeptide transporter protein"
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_05
mips_67_11
mips_67_28
mips_67_50
mips_67_50_03
mips_67_50_03_01
at_At5g43360 mips_01_04 "inorganic phosphate transporter (dbj|BAA24281.1)"
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_At5g49990 - mips_01_03_19 "permease"
mips_67_07
mips_67_07_99
mips_67_99
at_At5g50160 - mips_02 "FRO1 and FRO2-like protein"
mips_01_20
mips_01_20_35
mips_01_20_35_02
mips_02_11
mips_11
mips_11_07
mips_11_07_07
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_25
mips_25_05
mips_37
mips_37_03
mips_37_03_13
mips_40_02
mips_63_17_01
mips_63_21
mips_63_21_05
mips_63_21_99
mips_67
mips_67_15
at_At5g50520 mips_01_05_07 "nodulin-like protein"
mips_08_19
mips_67_04_07
mips_67_04_07_99
mips_67_07
at_At5g53520 - mips_14_04_03 "isp4 protein"
mips_14_04_03_03
mips_67_11
mips_67_99
at_At5g59520 - mips_13_01 "putative zinc transporter ZIP2 - like"
mips_13_01_01
mips_13_01_01_01
mips_63_17_09
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At5g64280 mips_02 "2-oxoglutarate/malate translocator"
mips_01_05_07
mips_01_07
mips_01_07_01
mips_02_30
mips_08
mips_08_02
mips_08_19
mips_40_26
mips_40_26_03
mips_40_30
mips_67_07
mips_67_07_03
mips_67_10
mips_67_50
mips_67_50_25
Validation Accuracy: 9/24 (37.50%)
Validation Frequency class 'mips_08_19': 48/2885 (1.66%)
Evaluation on propertest data (4430 items):
at_At1g03070 - mips_10_05 "putative glutamate/aspartate-binding peptide"
mips_14_10
mips_14_10_02
mips_40_02
mips_40_07
mips_67_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_At1g10010 - mips_01_01 "putative amino acid permease"
mips_01_01_07
mips_40_09
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
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_At1g16370 - mips_01_05_07 "putative transport protein"
mips_48
mips_67_07
mips_67_21
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
at_At1g44800 - mips_25_03 "nodulin like protein"
at_At1g47670 - mips_01_01_07 "putative protein"
mips_67_10
mips_67_12
at_At1g53210 - mips_13_05 "putative protein"
mips_67_04
mips_67_50
mips_67_50_05
at_At1g66030 - mips_11_07 "hypothetical protein"
mips_11_07_01
at_At1g75220 mips_01_05_07 "integral membrane protein, putative"
mips_08
mips_08_19
mips_40_02
mips_67_07
at_At1g76670 - mips_01_05_01_03_02 "unknown 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_At1g79410 - mips_01_05_07 "hypothetical protein"
mips_67_04
mips_67_07
mips_67_21
at_At2g02810 - mips_40_22 "unknown protein"
mips_67
mips_67_07
at_At2g07680 - mips_67_28 "putative ABC transporter"
mips_67_50
mips_67_50_25
at_At2g16660 - mips_08_16 "nodulin-like protein"
mips_63_99
at_At2g24170 - mips_40_22 "putative multispanning membrane protein"
mips_67_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_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_At2g47600 - mips_13_05 "magnesium/proton exchanger AtMHX"
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
at_At4g12650 - mips_08_07 "putative protein"
mips_40_22
mips_67_01
at_At4g22840 - mips_13_01 "unknown 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_03
mips_67_50_03_03
mips_67_99
at_At4g26710 - mips_40_25 "unknown protein"
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_15
at_At4g27730 - mips_14_04_03 "putative protein"
mips_14_04_03_03
mips_67_11
mips_67_99
at_At4g32390 - mips_01_05_01_03 "putative 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_At4g35180 - mips_01_01_07 "amino acid permease - like protein"
mips_67_10
mips_67_12
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_At5g10190 mips_01_05_07 "putative protein"
mips_08_19
mips_40_30
mips_67_07
mips_67_50
mips_67_50_03
mips_67_50_03_01
at_At5g11230 - mips_08_02 "putative protein"
mips_25_03
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50_05
at_At5g12860 mips_01_05_07 "2-oxoglutarate/malate translocator precursor -like protein"
mips_02_30
mips_08_02
mips_08_19
mips_40_26
mips_40_26_03
mips_40_30
mips_67_07
mips_67_07_03
at_At5g25400 - mips_04_05 "putative protein"
mips_04_05_01
mips_04_05_01_04
mips_08
mips_08_02
mips_40_26
mips_40_26_03
mips_63_03
mips_67
mips_67_07
mips_67_07_01
mips_67_50
mips_67_50_05
at_At5g26340 mips_01 "hexose transporter - like protein"
mips_01_05
mips_01_05_07
mips_08
mips_08_19
mips_40
mips_40_02
mips_67
mips_67_07
at_At5g26820 - mips_67_04_01 "unknown protein"
mips_67_04_01_01
at_At5g42090 - mips_10 "unknown protein"
mips_10_01
mips_10_01_05
mips_10_01_05_05
mips_10_05
mips_10_05_02
mips_10_05_02_24
mips_40_02
mips_63
mips_63_01
mips_63_09
mips_63_99
mips_98
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_At5g45370 - mips_01_04 "nodulin-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_25_03
at_At5g48230 - mips_01_01_10 "acetoacetyl-CoA thiolase (AAT1)"
mips_01_01_10_04
mips_01_01_10_04_04
mips_01_06_01_05
mips_01_06_04
mips_01_20_25
mips_02_25
mips_02_45
mips_02_45_20
mips_02_45_99
mips_02_99
at_At5g50630 mips_01_05_07 "nodulin-like protein"
mips_08_19
mips_67_04_07
mips_67_04_07_99
mips_67_07
at_At5g58970 - mips_02_13 "uncoupling protein AtUCP2"
mips_02_99
mips_08_04
at_At5g59470 - mips_01_20_01 "putative protein"
mips_01_20_01_05
Propertest Accuracy: 7/40 (17.50%)
Propertest Frequency class 'mips_08_19': 46/4430 (1.04%)
New (unknown) data (2885 items):
at_At1g09860 - no entry null
at_At1g11540 - no entry null
at_At1g15170 - no entry null
at_At1g15610 - no entry null
at_At1g18720 - no entry null
at_At1g35180 - no entry null
at_At1g43580 - no entry null
at_At1g47310 - no entry null
at_At1g47530 - no entry null
at_At1g74440 - no entry null
at_At1g78920 - no entry null
at_At2g04100 - no entry null
at_At2g21120 - no entry null
at_At2g34410 - no entry null
at_At3g08040 - mips_67 "putative integral membrane protein"
at_At3g11530 - no entry null
at_At3g19490 - no entry null
at_At3g26670 - no entry null
at_At3g51970 - no entry null
at_At3g56110 - no entry null
at_At3g59090 - no entry null
at_At4g18190 - no entry null
at_At4g35870 - no entry null
at_At5g25050 - no entry null
at_At5g26740 - no entry null
at_At5g40240 - no entry null
at_At5g55370 - no entry null
at_At5g55960 - no entry null
at_At5g59770 - no entry null
at_At1g15690 - no entry null
at_At1g23830 - no entry null
at_At1g45010 - no entry null
at_At1g58340 - no entry null
at_At1g61740 - no entry null
at_At1g65730 - no entry null
at_At2g02590 - no entry null
at_At2g04080 - no entry null
at_At2g21180 - no entry null
at_At2g48060 - no entry null
at_At5g04490 - no entry null
at_At5g19870 - no entry null
at_At1g10080 - no entry null
at_At1g16780 - no entry null
at_At1g35170 - no entry null
at_At1g47640 - no entry null
at_At1g48230 - no entry null
at_At1g49260 - no entry null
at_At1g78620 - no entry null
at_At2g04040 - mips_67 "hypothetical protein"
at_At2g04050 - no entry null
at_At2g30430 - no entry null
at_At2g47360 - no entry null
at_At3g09570 - no entry null
at_At3g10960 - mips_99 "unknown protein"
at_At3g11810 - no entry null
at_At3g21690 - no entry null
at_At4g01150 - no entry null
at_At4g21250 - no entry null
at_At4g21260 - no entry null
at_At5g40230 - no entry null
------------------
Rule 7829
gravy > 0.219
ck1_ratio <= 0.311
cw1_ratio <= 0.038
hc1_ratio <= 0.243
ks1_ratio <= 0.825
pa1_ratio <= 1.027
qw1_ratio <= 0.39
cw2_ratio <= 0.069
kd2_ratio <= 0.613
pc2_ratio <= 0.422
we2_ratio <= 0.327
wr2_ratio <= 0.279
gl3_ratio > 0.323
ec4_ratio <= 0.201
qa4_ratio <= 0.597
wh4_ratio <= 0.219
hg5_ratio <= 0.486
wp5_ratio <= 0.358
kw6_ratio <= 0.206
qr6_ratio <= 0.335
wt6_ratio <= 0.378
cc7_ratio <= 0.415
nd8_ratio <= 0.435
re9_ratio <= 0.481
hp10_ratio <= 0.245
-> class mips_67_07 "C-compound and carbohydrate transporters"
Evaluation on training data (5760 items):
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_At1g05940 - mips_01_01 "putative protein"
mips_01_01_07
mips_48
mips_67_10
mips_67_12
at_At1g08900 mips_01_05_07 "Beta integral like membrane protein"
mips_08_19
mips_40_30
mips_67_04_01
mips_67_04_01_02
mips_67_07
mips_67_50
mips_67_50_03
mips_67_50_03_01
at_At1g08930 mips_01_05_07 "ERD6 protein"
mips_08_19
mips_67_07
at_At1g12940 - mips_01_04_07 "nitrate transporter, putative"
mips_67_04_07
mips_67_04_07_07
mips_67_50_03
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_At1g18940 mips_01_05_07 "hypothetical protein"
mips_67_07
mips_67_99
at_At1g19450 mips_01_05_07 "integral membrane protein, putative"
mips_08_19
mips_67
mips_67_07
at_At1g20840 mips_01_05_07 "putative sugar transporter protein"
mips_08_19
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_At1g24470 - mips_01_01_01_11 "putative b-keto acyl reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_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_At1g31830 - mips_01_01_07 "hypothetical protein"
mips_08_16
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_01
mips_67_10
at_At1g34020 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
mips_67_50_05
at_At1g63690 - mips_08_13 "unknown protein"
mips_63_17_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_At1g67420 - mips_05_01 ""
mips_05_01_01
mips_05_04
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_22
mips_67_04
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_At1g72610 - mips_01_05_01_01 "germin-like protein"
mips_01_05_01_01_03
at_At1g73220 mips_01_05_07 "putative transporter"
mips_08_19
mips_48
mips_67_07
mips_67_21
at_At1g77210 mips_01 "hypothetical 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_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_At1g80530 - mips_08_16 "nodulin-like protein"
mips_63_99
mips_67_04
at_At2g01170 - mips_01 "putative amino acid or GABA permease"
mips_01_01
mips_01_01_07
mips_08
mips_08_19
mips_40_02
mips_67
mips_67_10
mips_67_12
at_At2g13120 mips_01_05_04 "pseudogene; similar to MURA transposase of maize Mutator transposon"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_67_07
mips_67_50_03
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_At2g16130 mips_01_05_07 "putative sugar transporter"
mips_08_19
mips_67_07
at_At2g22730 mips_01_05_07 "hypothetical protein"
mips_08_19
mips_67_07
mips_67_50
mips_67_50_03
at_At2g26690 - mips_67 "putative nitrate transporter"
mips_67_10
mips_67_11
at_At2g26900 mips_13_01 "putative Na+ dependent ileal bile acid transporter"
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_At2g30070 - mips_67_04_01 "high affinity K+ transporter (AtKUP1/AtKT1p)"
mips_67_04_01_02
mips_67_50_22
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_At2g43330 mips_01_05_07 "membrane transporter like protein"
mips_08_19
mips_67_07
at_At3g10600 - mips_01_01_07 "putative amino acid transporter"
mips_48
mips_67_10
mips_67_12
at_At3g19553 - mips_01_01_07 "amino acid permease, putative, 5' partial"
mips_08_19
mips_20_03
mips_67_10
mips_67_12
at_At3g25410 mips_13_01 "unknown 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_At3g30390 - mips_01_01 "unknown protein"
mips_01_01_07
mips_08
mips_08_99
mips_13_03
mips_13_03_01
mips_40_02
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_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_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_At4g02050 mips_01_05_07 "putative hexose transporter"
mips_08_19
mips_67_07
at_At4g09810 mips_01_05_01_03_02 "hypothetical 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_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_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_At4g35300 mips_01_05_07 "putative sugar transporter protein"
mips_08
mips_08_19
mips_40_02
mips_67_07
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_At5g01490 - mips_08_13 "cation/proton antiporter (CAX4)"
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_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
mips_67_50_05_01
at_At5g02170 - mips_01_01_07 "putative protein"
mips_48
mips_67_10
mips_67_12
at_At5g06170 mips_33 "sucrose transporter protein"
mips_33_03
mips_33_03_99
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_At5g09400 - mips_67_04_01 "potassium transport protein-like"
mips_67_04_01_02
mips_67_50_22
at_At5g11800 - mips_13 "putative potassium transport protein"
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
at_At5g13670 - mips_01_04 "unknown protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_25_03
at_At5g13750 - mips_67_50_03 "transporter-like protein"
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_At5g15240 - 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_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_At5g17010 mips_01_05_07 "sugar transporter - like protein"
mips_08_19
mips_67_07
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_At5g22900 - mips_67_04_01 "Na+/H+ antiporter-like protein"
mips_67_04_01_02
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_At5g27360 mips_01_05_07 "sugar-porter family protein 2 (SFP2)"
mips_08_19
mips_67_07
at_At5g33280 - mips_08_99 "chloride channel-like protein"
mips_13_01_03
mips_13_01_03_05
mips_43
mips_43_03
mips_45_03_17
mips_45_03_99
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_99
mips_67_01
mips_67_01_01
mips_67_04_07
at_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
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_At5g43350 mips_01_05_07 "phosphate transporter (gb|AAB17265.1)"
mips_08_19
mips_67_04_07
mips_67_07
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_At5g50770 - mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_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_At5g59250 mips_01_05_04 "D-xylose-H+ symporter - like protein"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_30_01
mips_67_07
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_At5g64290 mips_01_05_07 "2-oxoglutarate/malate translocator"
mips_02_30
mips_08_02
mips_08_19
mips_40_26
mips_40_26_03
mips_40_30
mips_67_07
mips_67_07_03
at_At5g64500 mips_01_04 "unknown protein"
mips_01_04_07
mips_01_05_07
mips_08
mips_08_19
mips_40_30
mips_67_04
mips_67_04_07
mips_67_04_07_07
mips_67_07
mips_67_50
mips_67_50_03
Training Accuracy: 44/76 (57.89%)
Training Frequency class 'mips_67_07': 104/5760 (1.81%)
Evaluation on validation data (2885 items):
at_At1g01590 - mips_01_20_35 "ferric-chelate reductase FRO1"
mips_01_20_35_02
mips_11_07_07
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
mips_67
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_At1g11460 - mips_25 "hypothetical protein"
mips_25_03
at_At1g17120 - mips_01_01 "putative amino acid transporter"
mips_01_01_07
mips_40_02
mips_48
mips_67
mips_67_10
mips_67_12
at_At1g22670 - mips_08_13 "putative RING zinc finger protein"
at_At1g22710 mips_33_03_99 "putative sucrose transport protein, SUC2"
mips_47_03_15
mips_47_03_15_09
mips_67_07
mips_67_50_03
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_At1g74780 mips_01_05_07 ""
mips_67_04
mips_67_07
at_At1g76340 mips_01 "unknown protein"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_08
mips_08_02
mips_10
mips_10_05
mips_40_26
mips_40_26_03
mips_63
mips_63_13
mips_63_13_01
mips_67
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
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_At1g79360 mips_01_05_07 "hypothetical protein"
mips_11_07
mips_11_07_05
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_07
mips_67_21
at_At2g19600 - mips_13_01 "putative potassium/proton antiporter"
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67_04_01
mips_67_04_01_02
at_At2g28120 - mips_08_16 "nodulin-like protein"
mips_63_99
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_At2g35740 mips_01_05_07 "putative sugar transporter"
mips_01_06_13
mips_08_19
mips_67_07
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_At3g11320 mips_08_02 "hypothetical protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_50
mips_67_50_05
at_At3g15990 - mips_35 "putative sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At3g26570 - mips_14_01_03 "phosphate transporter, putative"
mips_25_05_09
at_At3g29250 - mips_01_01 "short-chain alcohol dehydrogenase, putative"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g46980 - mips_01_04 "unknown protein"
mips_01_04_07
mips_67_04
mips_67_04_07
mips_67_04_07_07
mips_67_50
mips_67_50_03
at_At3g54700 mips_01 "phosphate transport protein"
mips_01_04_07
mips_01_05
mips_01_05_07
mips_08_19
mips_13
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_40
mips_67
mips_67_04_07
mips_67_07
at_At3g56000 - mips_01_05 "putative protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_30
mips_30_34
mips_30_34_03
mips_98
at_At4g38350 - mips_01_06_13 "putative protein"
mips_01_06_99
mips_08_07
mips_08_07_05
mips_08_07_99
mips_08_13
mips_10_05_02
mips_10_05_02_99
mips_40_09
mips_40_25
mips_67_13
at_At5g05820 mips_08_02 "phosphate/phosphoenolpyruvate translocator protein-like"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50
mips_67_50_05
at_At5g19980 mips_08_02 "lipophosphoglycan biosynthetic protein - like"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50
mips_67_50_05
at_At5g27350 mips_01_05_04 "sugar transporter like protein"
mips_01_05_07
mips_08_19
mips_67_07
at_At5g41800 - mips_01_01_07 "amino acid permease-like protein; proline transporter-like protein"
mips_67_10
mips_67_12
mips_67_50_03
mips_67_99
at_At5g43340 mips_01_04 "inorganic phosphate transporter (dbj|BAA34390.1)"
mips_01_04_07
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_At5g43360 mips_01_04 "inorganic phosphate transporter (dbj|BAA24281.1)"
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_At5g50520 mips_01_05_07 "nodulin-like protein"
mips_08_19
mips_67_04_07
mips_67_04_07_99
mips_67_07
at_At5g64280 mips_02 "2-oxoglutarate/malate translocator"
mips_01_05_07
mips_01_07
mips_01_07_01
mips_02_30
mips_08
mips_08_02
mips_08_19
mips_40_26
mips_40_26_03
mips_40_30
mips_67_07
mips_67_07_03
mips_67_10
mips_67_50
mips_67_50_25
Validation Accuracy: 19/32 (59.38%)
Validation Frequency class 'mips_67_07': 63/2885 (2.18%)
Evaluation on propertest data (4430 items):
at_At1g08700 - mips_03_03_04 "presenilin like protein"
mips_03_03_04_05
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_30_10
mips_40_07
mips_40_08
mips_40_10_03
mips_40_10_05
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_At1g16370 mips_01_05_07 "putative transport protein"
mips_48
mips_67_07
mips_67_21
at_At1g23020 - mips_11_07_07 "putative superoxide-generating NADPH oxidase flavocytochrome"
mips_13_01_01
mips_13_01_01_01
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
at_At1g53210 - mips_13_05 "putative protein"
mips_67_04
mips_67_50
mips_67_50_05
at_At1g64780 - mips_08_19 "putative protein"
mips_67_04_01
mips_67_04_01_02
mips_67_04_07
at_At1g69850 - mips_67_11 "nitrate transporter (NTL1)"
at_At1g71880 mips_33 "sucrose transport protein SUC1"
mips_33_03
mips_33_03_99
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_At1g71960 - mips_01_07_01 "putative ABC transporter"
mips_67_10
mips_67_50
mips_67_50_25
at_At1g73740 - mips_01_05_01_03_02 "putative UDP-N-acetylglucosamine--N-acetylmuramyl-(pentapeptide)-pyrophosphoryl-undecaprenol N-acetylglucosamine transferase"
mips_01_05_01_03_04
mips_01_20_17_07
mips_30_34
mips_30_34_07
at_At1g75220 mips_01_05_07 "integral membrane protein, putative"
mips_08
mips_08_19
mips_40_02
mips_67_07
at_At1g76520 - mips_30 "unknown protein"
mips_30_01
at_At1g80280 - mips_11_07 "unknown protein"
mips_30_01
at_At2g02810 mips_40_22 "unknown protein"
mips_67
mips_67_07
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_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_At2g18590 mips_01_05_04 "hypothetical protein"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_30_01
mips_67_07
mips_67_50
mips_67_50_03
mips_67_50_03_01
at_At2g22230 - mips_01_06 "beta-hydroxyacyl-ACP dehydratase like protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_05
at_At2g30460 mips_01_05_01_03 "putative integral membrane 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
mips_67_50_05
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_At2g47600 - mips_13_05 "magnesium/proton exchanger AtMHX"
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
at_At3g07080 mips_01_05_07 "putative integral membrane protein"
mips_67_07
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_At3g14500 - mips_29 "hypothetical protein"
mips_29_99
at_At3g19480 - mips_01_01 "phosphoglycerate dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_02_01
mips_02_07
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_13
mips_13_03
mips_13_03_01
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67
mips_67_15
at_At3g19930 mips_01_05_07 "monosaccharide transport protein, STP4"
mips_08_19
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_At3g20660 mips_01_05_07 "hypothetical protein"
mips_08
mips_40_02
mips_48
mips_67_04
mips_67_07
mips_67_21
at_At3g25280 - mips_67_11 "nitrate transporter, putative"
at_At3g44910 - mips_67_04 "putative protein"
mips_67_04_01
mips_67_04_01_02
at_At3g44920 - mips_67_04 "putative protein"
mips_67_04_01
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_At4g12650 - mips_08_07 "putative protein"
mips_40_22
mips_67_01
at_At4g15920 - mips_14 "cytochrome c oxidoreductase like protein"
mips_14_20
mips_40
mips_98
mips_99
at_At4g17550 mips_01 "putative protein"
mips_01_05
mips_01_05_07
mips_40_02
mips_40_16
mips_67
mips_67_04
mips_67_04_07
mips_67_04_07_99
mips_67_07
mips_67_50
mips_67_50_03
mips_67_99
mips_98
at_At4g23640 - mips_67_04_01 "putative potassium transport protein"
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At4g24120 - mips_14_04_03 "unknown protein"
mips_14_04_03_03
mips_67_11
mips_67_99
at_At4g30120 - mips_08_19 "cadmium-transporting ATPase-like protein"
mips_11_05_01
mips_11_05_01_03
mips_11_05_01_03_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_17
mips_63_17_09
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_67_50
mips_67_50_22
at_At4g30450 - mips_40_01 "glycine-rich protein"
at_At4g36670 mips_01_05_04 "sugar transporter like protein"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_30_01
mips_67_07
at_At4g38250 - mips_01_01 "putative amino acid transport protein"
mips_01_01_07
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
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_At5g10190 mips_01_05_07 "putative protein"
mips_08_19
mips_40_30
mips_67_07
mips_67_50
mips_67_50_03
mips_67_50_03_01
at_At5g12860 mips_01_05_07 "2-oxoglutarate/malate translocator precursor -like protein"
mips_02_30
mips_08_02
mips_08_19
mips_40_26
mips_40_26_03
mips_40_30
mips_67_07
mips_67_07_03
at_At5g13550 - mips_35 "sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04
mips_67_04_07
mips_67_04_07_05
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_At5g19120 - mips_06_13_04 "conglutin gamma - like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g23810 - mips_01_01_07 "amino acid transporter"
mips_08_99
mips_40_09
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
at_At5g26340 mips_01 "hexose transporter - like protein"
mips_01_05
mips_01_05_07
mips_08
mips_08_19
mips_40
mips_40_02
mips_67
mips_67_07
at_At5g27150 - mips_13_01 "Na+/H+ exchanger (NHX1)"
mips_67_01
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
at_At5g28470 - mips_67_11 "peptide transporter - like protein"
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_At5g47470 - mips_25_03 "nodulin-like protein"
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_At5g50630 mips_01_05_07 "nodulin-like protein"
mips_08_19
mips_67_04_07
mips_67_04_07_99
mips_67_07
at_At5g51710 - mips_13_01 "potassium/proton antiporter-like protein"
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
at_At5g62730 - mips_67_04_07 "nitrate transporter NTL1 - like protein"
mips_67_11
Propertest Accuracy: 23/58 (39.66%)
Propertest Frequency class 'mips_67_07': 68/4430 (1.53%)
New (unknown) data (2885 items):
at_At1g04660 - no entry null
at_At1g12730 - no entry null
at_At1g14270 - no entry null
at_At1g21890 - no entry null
at_At1g22750 - no entry null
at_At1g50740 - no entry null
at_At1g64150 - no entry null
at_At1g64990 - no entry null
at_At1g65420 - no entry null
at_At1g78920 - no entry null
at_At2g02180 - no entry null
at_At2g04900 - mips_99 "unknown protein"
at_At2g15290 - no entry null
at_At2g21120 - no entry null
at_At2g27540 - no entry null
at_At2g33750 - no entry null
at_At2g46390 - no entry null
at_At3g08040 - mips_67 "putative integral membrane protein"
at_At3g11530 - no entry null
at_At3g19490 - no entry null
at_At3g23870 - no entry null
at_At3g26590 - no entry null
at_At3g26670 - no entry null
at_At4g16380 - no entry null
at_At4g16980 - no entry null
at_At4g22830 - no entry null
at_At4g29850 - no entry null
at_At4g34840 - no entry null
at_At5g25040 - no entry null
at_At5g26250 - no entry null
at_At5g36280 - no entry null
at_At5g40240 - no entry null
at_At5g52080 - no entry null
at_At5g52420 - no entry null
at_At5g55960 - no entry null
at_At1g15690 - no entry null
at_At1g23110 - no entry null
at_At1g30360 - no entry null
at_At1g57980 - no entry null
at_At1g58340 - no entry null
at_At1g61740 - no entry null
at_At1g61790 - no entry null
at_At1g66780 - no entry null
at_At1g79710 - no entry null
at_At2g19350 - no entry null
at_At2g39680 - no entry null
at_At2g40900 - no entry null
at_At3g22570 - no entry null
at_At3g59520 - no entry null
at_At4g12800 - no entry null
at_At4g18200 - no entry null
at_At4g22480 - no entry null
at_At4g25980 - no entry null
at_At5g08040 - no entry null
at_At5g19870 - no entry null
at_At5g24790 - no entry null
at_At5g53410 - no entry null
at_At1g16780 - no entry null
at_At1g26440 - no entry null
at_At1g26980 - no entry null
at_At1g28220 - no entry null
at_At1g28230 - no entry null
at_At1g29020 - no entry null
at_At1g48230 - no entry null
at_At1g64890 - no entry null
at_At2g21340 - no entry null
at_At2g24220 - no entry null
at_At2g26240 - no entry null
at_At3g10960 - mips_99 "unknown protein"
at_At3g27020 - no entry null
at_At3g51140 - no entry null
at_At3g53850 - no entry null
at_At3g57850 - no entry null
at_At3g59030 - no entry null
at_At4g18220 - no entry null
at_At4g22790 - no entry null
at_At4g24980 - no entry null
at_At4g27720 - no entry null
at_At4g29030 - no entry null
at_At4g29140 - no entry null
at_At5g05310 - no entry null
at_At5g07630 - no entry null
at_At5g10580 - no entry null
at_At5g10820 - no entry null
at_At5g19700 - no entry null
at_At5g24000 - no entry null
at_At5g24600 - no entry null
at_At5g30520 - no entry null
at_At5g40230 - no entry null
at_At5g41000 - no entry null
at_At5g47550 - no entry null
at_At5g52540 - no entry null
------------------
Rule 6952
hydrogen > 6100
gravy > -0.291
gravy <= 0.219
pc2_ratio <= 0.249
gt3_ratio > 0.445
pc3_ratio <= 0.167
pl3_ratio <= 0.749
kl4_ratio <= 1.242
nl4_ratio <= 1.084
wd7_ratio <= 0.229
wr7_ratio <= 0.157
hg8_ratio <= 0.329
hr10_ratio <= 0.529
-> class mips_67_50 "transport mechanism"
Evaluation on training data (5760 items):
at_At1g02530 mips_67_28 "hypothetical protein"
mips_67_50
mips_67_50_25
at_At1g07670 mips_01 "endoplasmic reticulum-type calcium-transporting ATPase 4 (ECA4)"
mips_13
mips_13_05
mips_13_07
mips_25
mips_25_05
mips_25_05_09
mips_40_02
mips_40_07
mips_63
mips_63_17
mips_63_17_01
mips_63_19
mips_67
mips_67_04
mips_67_50
mips_67_50_22
mips_67_50_25
at_At1g07810 mips_13_05 "ER-type Ca2+-pump protein"
mips_13_07
mips_25_05_09
mips_40_07
mips_63_17
mips_63_17_01
mips_67_04
mips_67_50
mips_67_50_22
mips_67_50_25
at_At1g13210 mips_01_05_07 "puative calcium-transporting ATPase"
mips_01_06_13
mips_20_03
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50
mips_67_50_22
mips_67_50_25
at_At1g15520 mips_01_06_13 "hypothetical protein"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At1g17500 mips_01_05_07 "P-type ATPase, putative"
mips_01_06_13
mips_20_03
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50
mips_67_50_22
mips_67_50_25
at_At1g18270 - mips_01_01_01_15 "unknown protein (At1g18270)"
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_02_01
mips_02_07
at_At1g21530 - mips_02 "amp-binding protein, putative"
mips_01_06
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_01_20_37
mips_01_20_37_03
mips_02_25
mips_11
mips_11_05
mips_11_05_03
at_At1g26130 mips_01_05_07 "P-type transporting ATPase, putative"
mips_01_06_13
mips_20_03
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50_22
mips_67_50_25
at_At1g27770 mips_13_01 "envelope Ca2+-ATPase"
mips_13_01_01
mips_13_01_01_01
mips_25_05_09
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At1g28010 mips_67_50 "hypothetical protein"
mips_67_50_25
at_At1g29900 - mips_01_02_99 "carbamoyl phosphate synthetase large chain (carB)"
mips_01_03_04
mips_01_03_04_03
mips_11_07_03
mips_20_05
at_At1g53390 mips_01_06_13 "putative ABC transporter gb|AAD31586.1"
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At1g54110 mips_67_01 "hypothetical protein"
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
at_At1g54280 mips_01_05_07 "hypothetical protein"
mips_01_06_13
mips_20_03
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50
mips_67_50_22
mips_67_50_25
at_At1g56070 - mips_05_04_02 "elongation factor, putative"
mips_25_05_09
mips_63_19_05
at_At1g58220 - mips_20_25_01 "MYB-family transcription factor-like protein"
mips_20_25_01_03
mips_20_25_01_07
mips_47_03_02
at_At1g59820 mips_01_05_07 "hypothetical protein"
mips_01_06_13
mips_20_03
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50_22
mips_67_50_25
at_At1g61490 - mips_10_01 "S-like receptor protein kinase; member of gene cluster; similar to EST gb|T41816"
mips_10_01_01
mips_10_05
at_At1g63440 mips_63_19 "ATP dependent copper transporter, putative"
mips_67
mips_67_50_25
at_At1g68710 mips_01_05_07 "ATPase, putative"
mips_01_06
mips_01_06_13
mips_20
mips_20_03
mips_40_02
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50
mips_67_50_22
mips_67_50_25
at_At1g72700 mips_01_05_07 "putative P-type transporting ATPase"
mips_01_06_13
mips_20_03
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50
mips_67_50_22
mips_67_50_25
at_At1g80660 mips_02 "H+-transporting ATPase 9 (aha9)"
mips_02_45
mips_02_45_99
mips_06_07
mips_06_07_03
mips_06_10
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_03
mips_13_03_99
mips_67_04
mips_67_50_22
mips_67_50_25
at_At2g01820 - mips_14_01_03 "putative receptor-like protein kinase"
at_At2g18960 mips_02_45 "plasma membrane proton ATPase (PMA)"
mips_02_45_99
mips_06_07_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_03
mips_13_03_99
mips_67_50_22
mips_67_50_25
at_At2g24730 - mips_10_05_02 "putative ligand-gated ion channel protein (AtGLR2.2)"
mips_10_05_02_30
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g25600 - mips_67_01 "putative potassium transporter/channel"
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g26650 - mips_10_01_09 "K+ transporter, AKT1"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g27150 - mips_01_03 "aldehyde oxidase (AO-3)"
mips_01_03_01
mips_01_03_01_01
mips_01_03_01_01_03
mips_01_20_17
mips_01_20_17_09
mips_02_11
mips_11_07
mips_11_07_07
mips_40_19
mips_67_15
at_At2g29940 mips_01_06_13 "putative ABC transporter"
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At2g39480 mips_67_28 "putative ABC transporter"
mips_67_50
mips_67_50_25
at_At3g07520 - mips_10_05_02 "unknown protein (AtGLR1.4)"
mips_10_05_02_30
mips_33_03_13
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At3g11964 - mips_04_01 "rRNA biogenesis protein, putative, 3' partial"
mips_04_01_04
at_At3g13080 mips_67_50_25 "ABC transporter, putative"
at_At3g13900 mips_01 "putative ATPase"
mips_01_05
mips_01_05_07
mips_01_06
mips_01_06_13
mips_20
mips_20_03
mips_40_02
mips_63
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50
mips_67_50_22
mips_67_50_25
at_At3g14840 - mips_11_05_01 "receptor-like serine/threonine kinase, putative"
at_At3g21180 mips_47_03_01 "putative Ca2+-transporting ATPase"
mips_47_03_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50_25
at_At3g22910 mips_47 "calmodulin-stimulated calcium-ATPase, putative"
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
mips_67_50_25
at_At3g25610 mips_01_05_07 "ATPase II, putative"
mips_01_06_13
mips_20_03
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50_22
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_At3g47730 mips_67_50 "ABC-type transport protein-like protein"
mips_67_50_25
at_At3g53480 mips_01_06_13 "ABC transporter - like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At3g55130 mips_01_06 "ABC transporter - like protein"
mips_01_06_13
mips_08
mips_11
mips_11_07
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_At3g57330 mips_40_02 "Ca2+-transporting ATPase-like protein"
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At3g60160 mips_67_50_25 "multi resistance protein homolog"
at_At3g60330 mips_02_45 "plasma membrane H+-ATPase - like"
mips_02_45_99
mips_06_07_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_03
mips_13_03_99
mips_67_50
mips_67_50_22
mips_67_50_25
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_At4g16760 - mips_01_06_04 "acyl-CoA oxidase like protein"
mips_40_19
at_At4g21320 - mips_06 "putative protein"
mips_06_13
at_At4g22200 - mips_10 "potassium channel (AKT2)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At4g28470 - mips_04_03 "putative protein"
mips_04_03_03
mips_06_07_11
mips_06_13_01
mips_06_13_01_01
at_At4g29900 mips_67_04 "Ca2+-transporting ATPase - like protein"
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
mips_67_50_25
at_At4g30110 mips_40_08 "cadmium-transporting ATPase-like protein"
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_67_50
mips_67_50_25
at_At4g30190 mips_02 "H+-transporting ATPase type 2, plasma membrane"
mips_02_45
mips_02_45_99
mips_06_07
mips_06_07_03
mips_06_10
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_03
mips_13_03_99
mips_40_02
mips_67_04
mips_67_50_22
mips_67_50_25
at_At4g31710 - mips_08 "putative protein (AtGLR2.4)"
mips_10
mips_10_05
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_03
mips_13_03_01
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40
mips_40_02
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_67
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_99
at_At5g03280 - mips_03_01_05 "EIN2"
mips_03_01_05_01
mips_20_25
mips_20_25_16
mips_25_03
mips_67_04
at_At5g11210 - mips_10_05_02 "putative protein (AtGLR2.5)"
mips_10_05_02_30
mips_13_03
mips_13_03_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At5g13580 mips_01_06_13 "ABC transporter-like protein"
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At5g21930 mips_40_02 "metal-transporting ATPase - like protein"
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_67_50
mips_67_50_25
at_At5g23630 mips_13 "cation-transporting ATPase"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
mips_67_50_25
at_At5g26860 - mips_04_05_05_01 "LON protease homolog (LON_ARA)"
mips_06_13_99
at_At5g37500 - mips_06_10 "guard cell outward rectifying K+ channel"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At5g37830 - mips_01_01 "5-oxoprolinase -like protein"
mips_01_01_01
mips_01_01_01_01
at_At5g44240 mips_01_05_07 "ATPase, calcium-transporting"
mips_01_06_13
mips_20_03
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50
mips_67_50_22
mips_67_50_25
at_At5g48120 - mips_03_01_05_01 "unknown protein"
at_At5g57110 mips_47_03_01 "Ca2+-transporting ATPase-like protein (emb|CAB79748.1)"
mips_47_03_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At5g58450 - mips_25_05_25 "putative protein"
at_At5g61690 mips_67_13 "ABC transport protein - like"
mips_67_50_25
at_At5g61730 mips_67_50 "ABC transport protein - like"
mips_67_50_25
Training Accuracy: 44/70 (62.86%)
Training Frequency class 'mips_67_50': 210/5760 (3.65%)
Evaluation on validation data (2885 items):
at_At1g02520 mips_67_28 "P-glycoprotein, putative"
mips_67_50_25
at_At1g02640 - mips_01_05_01_03 "beta-xylosidase, putative"
mips_01_05_01_03_02
mips_30_01
mips_40_01
at_At1g07200 - mips_06_13_99 "hypothetical protein"
mips_06_99
mips_11_01_05
mips_63_19_03
at_At1g17220 - mips_04_05_01_01 "putative translation initiation factor IF2"
mips_04_05_01_04_01
mips_05_04_01
at_At1g30600 - mips_06_13 "putative serine proteinase"
at_At1g59870 mips_01_06_13 "putative ABC transporter (At1g59870)"
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At1g69290 - mips_04_05_99 "putative protein"
at_At1g72860 - mips_11_01 "hypothetical protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g77600 - mips_04_05_01_04_03 "hypothetical protein"
mips_14_01_01
mips_14_01_05
mips_47_03_15
mips_47_03_15_09
mips_63_19_03
at_At1g79620 - mips_10 "hypothetical protein"
mips_10_01_01
at_At2g01690 - mips_03 "unknown protein"
mips_03_03
mips_03_03_01
mips_03_03_03
mips_04
mips_04_99
mips_14
mips_14_01
mips_14_04
mips_14_04_03
mips_14_04_03_01
mips_99
at_At2g07050 - mips_01_06 "cycloartenol synthase"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_06_07
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_07
at_At2g07610 mips_02 "pseudogene"
mips_02_45
mips_02_45_99
mips_06_07
mips_06_07_03
mips_06_10
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_03
mips_13_03_99
mips_40_02
mips_67_04
mips_67_50
mips_67_50_22
mips_67_50_25
at_At2g22960 mips_47 "pseudogene"
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At2g24520 mips_01 "putative plasma membrane proton ATPase"
mips_02
mips_02_45
mips_02_45_99
mips_06
mips_06_07
mips_06_07_03
mips_06_10
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_03
mips_13_03_99
mips_40
mips_40_02
mips_63
mips_63_19
mips_67
mips_67_04
mips_67_50
mips_67_50_22
mips_67_50_25
mips_99
at_At2g24710 - mips_08 "putative ligand-gated ion channel protein (AtGLR2.3)"
mips_13_03
mips_13_03_01
mips_40_02
mips_67_01
mips_67_04
at_At2g26910 mips_01_06_13 "putative ABC transporter"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50_25
at_At2g34660 mips_67_50 "MRP-like ABC transporter"
mips_67_50_25
at_At2g39350 mips_01_07_01 "putative ABC transporter"
mips_67_10
mips_67_50_25
at_At2g41560 mips_47_03_01 "putative Ca2+-ATPase"
mips_47_03_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50_25
at_At3g13100 mips_67_50 "ABC transporter, putative"
mips_67_50_25
at_At3g19700 - mips_10_05 "receptor-like protein kinase, putative"
at_At3g28380 mips_67_50 "P-glycoprotein, putative"
mips_67_50_25
at_At3g43600 - mips_01 "putative aldehyde oxidase (AO3)"
mips_01_03
mips_02
mips_01_03_01
mips_01_03_01_01
mips_01_03_01_01_03
mips_01_05
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_02_11
mips_11
mips_11_01
mips_11_07
mips_11_07_07
mips_13
mips_13_11
mips_40_19
mips_67
mips_67_15
at_At3g55610 - mips_01_01_01_01 "delta-1-pyrroline-5-carboxylate synthetase"
mips_01_01_01_01_02
mips_01_01_01_01_02_01
mips_01_01_01_03
mips_01_01_01_03_01
mips_01_01_10_01
mips_13_11_03
mips_13_11_03_13
at_At4g05420 - mips_03_01_05 "UV-damaged DNA binding factor - like protein"
mips_03_01_05_01
mips_04_05_05
mips_04_05_05_01
mips_40_10_99
mips_63_17
mips_63_17_01
at_At4g14950 - mips_10_05_02 "hypothetical protein"
mips_30_27
mips_63_13
mips_63_13_99
mips_63_99
at_At5g11180 - mips_13_03 "putative protein (AtGLR2.6)"
mips_13_03_01
mips_67_01
mips_67_04
at_At5g17920 - mips_01_01 "5-methyltetrahydropteroyltriglutamate--homocysteine S-methyltransferase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_04
mips_01_05_01_01_05
Validation Accuracy: 11/29 (37.93%)
Validation Frequency class 'mips_67_50': 97/2885 (3.36%)
Evaluation on propertest data (4430 items):
at_At1g15210 mips_01_06_13 "putative ABC transporter"
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_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_At1g27940 mips_67_50 "hypothetical protein"
mips_67_50_25
at_At1g34300 - mips_10_01 "putative protein"
mips_10_01_01
mips_10_05
mips_11
mips_11_07
mips_11_07_03
mips_67
mips_67_15
at_At1g51800 - mips_10_01 "hypothetical protein"
mips_10_01_01
mips_10_05
mips_40_02
at_At1g55740 - mips_01_05_01_03 "seed imbibition protein, putative"
at_At1g66950 mips_01_06_13 "ABC transporter, putative"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At1g66980 - mips_01_06_04 "putative kinase"
mips_11_07_99
at_At1g79490 - mips_04_05_99 "hypothetical 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_At2g36380 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50_25
at_At2g46560 - mips_02_11_05 "hypothetical protein"
at_At3g16340 mips_01_06_13 "putative ABC transporter"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50_25
at_At3g27870 mips_01_05_07 "P-type ATPase, putative"
mips_01_06_13
mips_20_03
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50_22
mips_67_50_25
at_At3g28360 mips_67_50_25 "P-glycoprotein like protein"
at_At3g42640 mips_67_50_22 "plasma membrane H+-ATPase-like protein"
mips_67_50_25
at_At3g47950 mips_02 "H+-transporting ATPase - like protein"
mips_02_45
mips_02_45_99
mips_06_07
mips_06_07_03
mips_06_10
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_03
mips_13_03_99
mips_40_02
mips_67_04
mips_67_50
mips_67_50_22
mips_67_50_25
at_At3g51480 - mips_13_03 "putative glutamate receptor (AtGLR3.6)"
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_67_01
at_At3g51550 - mips_10 "receptor protein kinase like protein"
mips_10_01
mips_10_01_01
mips_10_05
mips_40
mips_40_02
mips_98
at_At3g63380 mips_47 "Ca2+-transporting ATPase -like protein"
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
mips_67_50_25
at_At4g00900 mips_02_45 "Ca2+-transporting ATPase - like protein"
mips_02_45_99
mips_06_07_03
mips_13_01_01_01
mips_67_50_22
mips_67_50_25
at_At4g01860 - mips_14_10 "hypothetical 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_At4g11230 - mips_11_05_03 "respiratory burst oxidase homolog F - like protein"
mips_11_07_07
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
mips_67_15
at_At4g11730 mips_13_01 "H+-transporting ATPase - like protein"
mips_13_01_01
mips_13_01_01_01
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
mips_67_50_25
at_At4g15230 mips_01_07 "ABC transporter like protein"
mips_01_07_01
mips_67_10
mips_67_50
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_At4g21640 - mips_06_13 "subtilisin-like protease"
at_At4g25350 - mips_01_04 "putative protein"
mips_01_04_07
mips_10_05_02
mips_10_05_02_24
mips_13_01
mips_13_01_03
mips_13_01_03_03
mips_13_11_03
mips_13_11_03_07
mips_14_01
mips_14_01_03
mips_14_04_03
mips_14_04_03_03
mips_67_04
mips_67_04_07
at_At4g30020 - mips_06_13 ""
at_At4g34450 - mips_40_09 "Nonclathrin coat protein gamma - like protein"
at_At4g37640 mips_47_03_01 "plasma membrane-type calcium ATPase (ACA2)"
mips_47_03_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At5g03620 - mips_06_13 "cucumisin precursor -like protein"
at_At5g04930 mips_01_05_07 "ATPase"
mips_01_06_13
mips_20_03
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_02
mips_67_07
mips_67_13
mips_67_50_22
mips_67_50_25
at_At5g06460 - mips_06_13_01 "ubiquitin activating enzyme 2 (gb|AAB37569.1)"
at_At5g16750 - mips_14_10 "WD40-repeat 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_At5g20960 - mips_01_03 "aldehyde oxidase AAO1"
mips_01_03_01
mips_01_03_01_01
mips_01_03_01_01_03
mips_01_20_17
mips_01_20_17_09
mips_02_11
mips_11_07
mips_11_07_07
mips_40_19
mips_67_15
at_At5g40480 - mips_08_01 "nuclear pore protein -like"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At5g44790 mips_67_50 "COPPER-TRANSPORTING ATPASE RAN1 (RESPONSIVE-TO-ANTAGONIST 1)"
mips_67_50_25
at_At5g46540 mips_67_28 "multidrug resistance p-glycoprotein"
mips_67_50_25
at_At5g47260 - mips_11_01 "NBS/LRR disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g54090 - mips_03_01_05 "DNA mismatch repair protein MutS2-like"
mips_03_01_05_01
mips_03_03_02
at_At5g62670 mips_02_45 "plasma membrane proton ATPase-like"
mips_02_45_99
mips_06_07_03
mips_06_10
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_03
mips_13_03_99
mips_67_04
mips_67_50_22
mips_67_50_25
Propertest Accuracy: 19/42 (45.24%)
Propertest Frequency class 'mips_67_50': 138/4430 (3.12%)
New (unknown) data (2885 items):
at_At1g02810 - no entry null
at_At1g07650 - no entry null
at_At1g21240 - no entry null
at_At1g32950 - no entry null
at_At1g50500 - no entry null
at_At1g51890 - no entry null
at_At1g61390 - no entry null
at_At1g69520 - no entry null
at_At1g71420 - no entry null
at_At2g18910 - no entry null
at_At3g46290 - no entry null
at_At3g46400 - no entry null
at_At4g00450 - no entry null
at_At4g31110 - no entry null
at_At4g32920 - no entry null
at_At4g33520 - no entry null
at_At4g39110 - no entry null
at_At5g41550 - no entry null
at_At5g45530 - no entry null
at_At5g48390 - no entry null
at_At5g59680 - no entry null
at_At5g66420 - no entry null
at_At2g14440 - no entry null
at_At3g09780 - no entry null
at_At5g06970 - no entry null
at_At5g28250 - no entry null
at_At5g44530 - no entry null
at_At5g59810 - no entry null
at_At1g32940 - no entry null
at_At2g14940 - no entry null
at_At2g19170 - no entry null
at_At3g09660 - no entry null
at_At3g12590 - no entry null
at_At3g30420 - no entry null
at_At3g46370 - no entry null
at_At4g01400 - no entry null
at_At4g04140 - no entry null
at_At4g20430 - no entry null
at_At4g21630 - no entry null
at_At4g24800 - no entry null
at_At5g39000 - no entry null
at_At5g39030 - no entry null
------------------
Rule 7932
gravy > 0.219
ck1_ratio <= 0.311
cp1_ratio <= 0.085
pa1_ratio <= 1.027
gc2_ratio <= 0.483
pc2_ratio <= 0.422
cm3_ratio <= 0.135
qa4_ratio <= 0.597
wh4_ratio <= 0.219
hg5_ratio <= 0.486
nm5_ratio <= 0.233
wp5_ratio <= 0.358
cc7_ratio <= 0.415
nd8_ratio <= 0.435
re9_ratio <= 0.481
-> class mips_67_50 "transport mechanism"
Evaluation on training data (5760 items):
at_At1g01580 - mips_01_20_35 "ferric-chelate reductase FRO2"
mips_01_20_35_02
mips_11_07_07
mips_13_01_01
mips_13_01_01_01
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
at_At1g03270 - mips_11_05_05 "unknown protein"
mips_11_07_05
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_30
mips_67_04_01
mips_67_04_01_01
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_At1g05210 - mips_14 "unknown protein"
mips_14_01
at_At1g05220 - mips_14_01 "hypothetical protein"
at_At1g08150 - mips_67_04_01 "hypothetical protein"
mips_67_04_01_02
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_At1g10130 mips_13_05 "putative calcium ATPase"
mips_13_07
mips_25_05_09
mips_63_17_01
mips_67_50_25
at_At1g11450 - mips_25_03 "similar to MtN21 emb|CAA75575; similar to EST gb|H77065"
at_At1g12390 - mips_08 "hypothetical protein"
mips_08_07
mips_20
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_05
mips_20_25
mips_20_25_16
mips_25_05_25
mips_33
mips_33_03
mips_33_03_09
mips_33_03_09_01
mips_40_02
mips_40_08
at_At1g12940 mips_01_04_07 "nitrate transporter, putative"
mips_67_04_07
mips_67_04_07_07
mips_67_50_03
at_At1g15960 - mips_08_19 ""
mips_08_99
mips_11_05_01
mips_11_05_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_20_25
mips_20_25_16
mips_67_04
at_At1g16180 - mips_47_03_15 ""
mips_47_03_15_05
at_At1g18880 - mips_67 "putative protein"
mips_67_10
mips_67_11
at_At1g19450 - mips_01_05_07 "integral membrane protein, putative"
mips_08_19
mips_67
mips_67_07
at_At1g20840 - mips_01_05_07 "putative sugar transporter protein"
mips_08_19
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_At1g22150 - mips_35_03_05 "sulfate tansporter Sultr1;3 (Sultr1;3)"
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At1g24470 - mips_01_01_01_11 "putative b-keto acyl reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At1g27080 - mips_67_11 "nitrite transporter, putative"
at_At1g29310 - mips_08_99 "transport protein sec61 alpha subunit, putative"
mips_67_99
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_At1g31120 mips_67_04_01 "putative potassium transporter"
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At1g47590 - mips_08_16 "hypothetical protein"
mips_10_01_05
mips_10_01_05_05
mips_63_19_05
at_At1g49370 - mips_01_01_07 "hypothetical protein"
mips_67_10
mips_67_12
at_At1g57550 - mips_05_01 "low temperature and salt responsive protein LTI6A, putative"
mips_05_01_01
mips_05_04
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_At1g61630 - mips_01_03_19 "putative equilibrative nucleoside transporter ENT7 (ENT7)"
at_At1g63690 - mips_08_13 "unknown protein"
mips_63_17_01
at_At1g66770 - mips_14_20 "hypothetical protein"
at_At1g67420 - mips_05_01 ""
mips_05_01_01
mips_05_04
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_22
mips_67_04
at_At1g70260 - mips_01_05_01_03 "hypothetical protein"
mips_01_05_01_03_02
mips_25_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_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_At1g72610 - mips_01_05_01_01 "germin-like protein"
mips_01_05_01_01_03
at_At1g73220 - mips_01_05_07 "putative transporter"
mips_08_19
mips_48
mips_67_07
mips_67_21
at_At1g77210 - mips_01 "hypothetical 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_At1g79610 mips_67_01 "Na+/H+ exchanger 6 (NHX6)"
mips_67_50_05
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_At1g80530 - mips_08_16 "nodulin-like protein"
mips_63_99
mips_67_04
at_At2g01170 - mips_01 "putative amino acid or GABA permease"
mips_01_01
mips_01_01_07
mips_08
mips_08_19
mips_40_02
mips_67
mips_67_10
mips_67_12
at_At2g04070 - mips_11_07 "hypothetical protein"
mips_67_28
at_At2g13120 mips_01_05_04 "pseudogene; similar to MURA transposase of maize Mutator transposon"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_67_07
mips_67_50_03
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_At2g16130 - mips_01_05_07 "putative sugar transporter"
mips_08_19
mips_67_07
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_At2g22730 mips_01_05_07 "hypothetical protein"
mips_08_19
mips_67_07
mips_67_50
mips_67_50_03
at_At2g26690 - mips_67 "putative nitrate transporter"
mips_67_10
mips_67_11
at_At2g28180 - mips_67_04_01 "hypothetical protein"
mips_67_04_01_02
at_At2g30070 mips_67_04_01 "high affinity K+ transporter (AtKUP1/AtKT1p)"
mips_67_04_01_02
mips_67_50_22
at_At2g34250 - mips_08_99 "putative protein transport protein SEC61 alpha subunit"
mips_67_99
at_At2g34960 - mips_01_01_07 "putative amino acid transporter"
mips_67_10
mips_67_12
at_At2g37450 - mips_01_04 "nodulin-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
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_At2g38100 - mips_67_11 "putative peptide/amino acid transporter"
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_At2g38460 - mips_67_04 "unknown protein"
mips_67_04_01
mips_67_04_01_01
at_At2g39890 mips_01_01 "proline transporter 1"
mips_01_01_07
mips_13_03
mips_13_03_01
mips_40_02
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
at_At2g47140 - mips_01_01_01 "alcohol dehydrogenase like protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At2g47160 mips_67_04_07 "putative anion exchange protein"
mips_67_50_03
mips_67_50_05
at_At3g10600 - mips_01_01_07 "putative amino acid transporter"
mips_48
mips_67_10
mips_67_12
at_At3g12180 - mips_08 "hypothetical protein"
mips_14
mips_14_04
mips_20
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_05
mips_20_25
mips_20_25_16
mips_25
mips_25_05
mips_25_05_25
mips_33
mips_33_03
mips_33_03_09
mips_33_03_09_01
mips_40_02
at_At3g12520 - mips_35 "putative protein"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At3g18200 - mips_25_03 "integral membrane protein, putative"
at_At3g18700 mips_01_05_07 "hypothetical protein"
mips_01_06_13
mips_20_03
mips_45
mips_45_03
mips_45_03_09
mips_47
mips_47_03
mips_47_03_11
mips_67_04
mips_67_07
mips_67_13
mips_67_50
mips_67_50_25
at_At3g24290 - mips_08_19 "ammonium transporter, putative"
mips_67_04_01
mips_67_04_01_02
mips_67_04_07
at_At3g28960 mips_01_01_07 "hypothetical protein"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At3g30340 - mips_01_04 "hypothetical protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_25_03
at_At3g30390 mips_01_01 "unknown protein"
mips_01_01_07
mips_08
mips_08_99
mips_13_03
mips_13_03_01
mips_40_02
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
at_At3g33000 mips_02 "ATPase a subunit, putative"
mips_02_11
mips_02_13
mips_02_45
mips_02_45_15
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_40_02
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At3g45700 - mips_67_11 "putative transporter protein"
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_At3g51860 mips_08_13 "Ca2+/H+-exchanging like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_40_25
mips_40_30
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
mips_67_50_05_01
at_At3g54450 - mips_67_11 "oligopeptide transporter -like protein"
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_At3g56740 - mips_06_13 "unknown protein"
at_At4g01820 mips_67_28 "P-glycoprotein-like protein pgp3"
mips_67_50
mips_67_50_25
at_At4g13510 - mips_08_19 "ammonium transport protein (AMT1)"
mips_67_04_01
mips_67_04_01_02
mips_67_04_07
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_At4g24570 - mips_08_04 "putative mitochondrial uncoupling protein"
mips_67_04
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_At4g25450 mips_67_50 "putative protein"
mips_67_50_25
at_At4g28700 - mips_08_19 "ammonium transporter - like protein"
mips_67_04_01
mips_67_04_01_02
mips_67_04_07
at_At4g32510 mips_67_04 "putative protein"
mips_67_04_07
mips_67_50
mips_67_50_05
at_At4g34720 mips_06_10 "vacuolar H+-transporting ATPase 16K chain"
mips_08_13
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_40_25
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_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_At4g35300 - mips_01_05_07 "putative sugar transporter protein"
mips_08
mips_08_19
mips_40_02
mips_67_07
at_At4g35440 - mips_08_07_22 "CLC-e chloride channel protein"
mips_13_01
mips_13_01_03
mips_13_01_03_05
mips_20_05
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_04
at_At4g38920 mips_06_10 "H+-transporting ATPase 16K chain P2, vacuolar"
mips_08_13
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_40_25
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_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_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
at_At5g01990 - mips_30_01 "putative protein"
at_At5g02170 - mips_01_01_07 "putative protein"
mips_48
mips_67_10
mips_67_12
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_At5g13170 - mips_14_20 "senescence-associated protein (SAG29)"
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_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_At5g16530 - mips_20_20 "putative protein"
mips_20_20_18
mips_67_99
at_At5g17010 - mips_01_05_07 "sugar transporter - like protein"
mips_08_19
mips_67_07
at_At5g17850 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_At5g19500 - mips_67 "putative protein"
mips_67_99
at_At5g20380 mips_01_04_07 "putative protein"
mips_67_04_07
mips_67_04_07_07
mips_67_50_03
at_At5g22910 - mips_67_04 "Na+/H+ antiporter-like protein"
mips_67_04_01
mips_67_04_01_02
at_At5g23980 - mips_02_11 "FRO2 homolog"
mips_11_05_03
mips_11_07
mips_11_07_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_14_01
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17
mips_63_17_01
at_At5g27360 - mips_01_05_07 "sugar-porter family protein 2 (SFP2)"
mips_08_19
mips_67_07
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
at_At5g40780 mips_01_01_07 "amino acid permease"
mips_08_99
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
at_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_At5g43350 - mips_01_05_07 "phosphate transporter (gb|AAB17265.1)"
mips_08_19
mips_67_04_07
mips_67_07
at_At5g46050 - mips_67_11 "peptide transporter"
at_At5g50770 - mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g54290 - mips_01_07_01 "cytochrome c biogenesis protein precursor (gb|AAF35369.1)"
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_30
at_At5g55470 mips_13_01 "sodium proton exchanger"
mips_67_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
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_At5g59250 - mips_01_05_04 "D-xylose-H+ symporter - like protein"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_30_01
mips_67_07
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_At5g64290 - mips_01_05_07 "2-oxoglutarate/malate translocator"
mips_02_30
mips_08_02
mips_08_19
mips_40_26
mips_40_26_03
mips_40_30
mips_67_07
mips_67_07_03
at_At5g64500 mips_01_04 "unknown protein"
mips_01_04_07
mips_01_05_07
mips_08
mips_08_19
mips_40_30
mips_67_04
mips_67_04_07
mips_67_04_07_07
mips_67_07
mips_67_50
mips_67_50_03
at_At5g65000 - 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
Training Accuracy: 43/120 (35.83%)
Training Frequency class 'mips_67_50': 210/5760 (3.65%)
Evaluation on validation data (2885 items):
at_At1g01590 - mips_01_20_35 "ferric-chelate reductase FRO1"
mips_01_20_35_02
mips_11_07_07
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
mips_67
at_At1g03260 - mips_40_30 "hypothetical protein"
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_At1g11460 - mips_25 "hypothetical protein"
mips_25_03
at_At1g12340 - mips_08_07 "hypothetical protein"
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_05
mips_20_25_16
mips_25_05_25
mips_33
mips_33_03
mips_33_03_09
mips_33_03_09_01
mips_40_08
at_At1g15080 - mips_01_06_10 "putative phosphatidic acid phosphatase"
mips_03_03_03
mips_13_05
mips_13_05_01
mips_25_05_25
at_At1g21070 mips_08_02 "unknown protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50
mips_67_50_05
at_At1g31470 - mips_08_16 "hypothetical protein"
mips_63_99
at_At1g43310 - mips_08_02 "hypothetical protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
at_At1g49960 mips_01_03 "permease, putative"
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_At1g52180 - mips_13_01_01 "putative delta tonoplast integral protein"
mips_13_01_01_99
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_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_At1g65550 - mips_01_03 "hypothetical protein"
mips_01_03_19
mips_03
mips_03_01
mips_08
mips_40_02
mips_67
mips_67_07
mips_67_07_99
mips_67_99
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_At1g77990 - mips_13_01 "putative sulfate transporter (At1g77990)"
mips_13_01_03
mips_13_01_03_05
mips_67_04_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_At2g19600 - mips_13_01 "putative potassium/proton antiporter"
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67_04_01
mips_67_04_01_02
at_At2g20780 - mips_01_05_07 "putative sugar transporter"
mips_08_19
mips_67_07
at_At2g23310 - mips_06_04 "unknown protein"
mips_30_07
mips_40_07
mips_40_08
at_At2g25520 mips_01 "putative phosphate/phosphoenolpyruvate translocator protein"
mips_04
mips_04_05_01
mips_04_05_01_04
mips_08_02
mips_40_10
mips_40_26
mips_40_26_03
mips_63_03
mips_67
mips_67_07
mips_67_07_01
mips_67_50_05
at_At2g26510 mips_01_03_19 "putative membrane transporter"
mips_67_07
mips_67_07_99
mips_67_50_03
mips_67_99
at_At2g28120 - mips_08_16 "nodulin-like protein"
mips_63_99
at_At2g28170 - mips_67_04_01 "hypothetical protein"
mips_67_04_01_02
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_At2g35060 mips_67_04_01 "putative potassium transporter"
mips_67_04_01_02
mips_67_50_22
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_At2g40540 mips_67_04_01 "putative potassium transporter AtKT2p (AtKT2)"
mips_67_04_01_02
mips_67_50_22
at_At2g43070 - mips_06_13_99 "unknown protein"
mips_63_17
mips_63_17_01
at_At3g13320 mips_08_13 "low affinity calcium antiporter CAX2"
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
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_At3g18220 - mips_01_04 "diacylglycerol pyrophosphate phosphatase, putative"
mips_01_06
mips_01_06_10
mips_03
mips_03_03
mips_03_03_03
mips_13
mips_13_05
mips_13_05_01
mips_14
mips_14_01
mips_25
mips_25_05
mips_25_05_25
mips_40_02
at_At3g18830 - mips_01_05_07 "sugar transporter like protein"
mips_08_19
mips_67_07
at_At3g29250 - mips_01_01 "short-chain alcohol dehydrogenase, putative"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g30740 - mips_05_01 "40S RIBOSOMAL PROTEIN S25, putative"
mips_05_01_01
mips_05_04
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_At3g46980 mips_01_04 "unknown protein"
mips_01_04_07
mips_67_04
mips_67_04_07
mips_67_04_07_07
mips_67_50
mips_67_50_03
at_At3g48570 - mips_08_99 "protein translocation complex sec61 gamma chain-like protein"
mips_40_07
mips_67_99
at_At3g51590 - mips_01_06_13 "lipid transfer protein-like protein"
mips_08_16
mips_30_02
mips_67_13
at_At3g54700 - mips_01 "phosphate transport protein"
mips_01_04_07
mips_01_05
mips_01_05_07
mips_08_19
mips_13
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_40
mips_67
mips_67_04_07
mips_67_07
at_At3g56000 - mips_01_05 "putative protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_30
mips_30_34
mips_30_34_03
mips_98
at_At4g00630 - mips_13_01 "putative potassium/H+ antiporter"
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g04750 - 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_At4g04760 - mips_01_05_04 "putative sugar transporter"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_30_01
mips_67_07
at_At4g15690 - mips_01_03 "glutaredoxin"
mips_01_03_07
mips_02_11
mips_11_07
mips_67_15
at_At4g25640 - mips_11 "putative protein"
mips_11_07
mips_67
mips_67_28
at_At4g28940 - mips_01_01_01 "putative protein"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_03_01
mips_65
at_At4g30420 - mips_01_05 "nodulin-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_98
at_At5g04770 - mips_01_01 "amino acid transporter-like protein"
mips_01_01_07
mips_40_02
mips_48
mips_67_10
mips_67_12
at_At5g19130 - mips_01_06_07 "GPAA1 - like protein"
mips_08_19
at_At5g19200 - mips_01_01_01_11 "FVT1 - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_40_27
at_At5g43340 - mips_01_04 "inorganic phosphate transporter (dbj|BAA34390.1)"
mips_01_04_07
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_At5g43360 - mips_01_04 "inorganic phosphate transporter (dbj|BAA24281.1)"
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_At5g49740 - mips_01_20_35 "FRO1-like protein; NADPH oxidase-like"
mips_01_20_35_02
mips_11_07_07
mips_13_11
mips_20_25_16
mips_63_99
mips_67_01
mips_67_15
at_At5g49990 - mips_01_03_19 "permease"
mips_67_07
mips_67_07_99
mips_67_99
at_At5g50160 - mips_02 "FRO1 and FRO2-like protein"
mips_01_20
mips_01_20_35
mips_01_20_35_02
mips_02_11
mips_11
mips_11_07
mips_11_07_07
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_25
mips_25_05
mips_37
mips_37_03
mips_37_03_13
mips_40_02
mips_63_17_01
mips_63_21
mips_63_21_05
mips_63_21_99
mips_67
mips_67_15
at_At5g50790 - mips_14_20 "MtN3-like protein"
at_At5g62870 - mips_08_07 "ARC10"
mips_08_07_03
mips_08_07_99
mips_10_01_05_05
mips_10_01_05_05_01
mips_13_03
mips_13_03_01
mips_13_07
mips_63_19_05
at_At5g64280 mips_02 "2-oxoglutarate/malate translocator"
mips_01_05_07
mips_01_07
mips_01_07_01
mips_02_30
mips_08
mips_08_02
mips_08_19
mips_40_26
mips_40_26_03
mips_40_30
mips_67_07
mips_67_07_03
mips_67_10
mips_67_50
mips_67_50_25
Validation Accuracy: 14/59 (23.73%)
Validation Frequency class 'mips_67_50': 97/2885 (3.36%)
Evaluation on propertest data (4430 items):
at_At1g04120 mips_67_50_25 "multi-drug resistance protein"
at_At1g08700 - mips_03_03_04 "presenilin like protein"
mips_03_03_04_05
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_30_10
mips_40_07
mips_40_08
mips_40_10_03
mips_40_10_05
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_At1g10010 mips_01_01 "putative amino acid permease"
mips_01_01_07
mips_40_09
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g10310 - mips_01_01_01_11 "unknown protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_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_At1g14660 mips_67_01 "Na+/H+ antiporter, putative"
mips_67_50_05
at_At1g19910 mips_06_10 "vacuolar H+-pumping ATPase 16 kDa proteolipid (ava-p2)"
mips_08_13
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_40_25
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At1g25500 - mips_67_07 "hypothetical protein"
mips_67_07_99
mips_67_12
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
at_At1g29330 - mips_06_04 "ER lumen protein retaining receptor"
mips_08
mips_08_07
mips_08_07_05
mips_08_07_07
mips_08_07_25
mips_08_07_27
mips_08_07_29
mips_10_05
mips_40_07
mips_40_08
at_At1g44800 - mips_25_03 "nodulin like protein"
at_At1g51260 - mips_01_06_01 "putative acyl-CoA : 1-acylglycerol-3-phosphate acyltransferase"
mips_01_06_01_01
at_At1g55720 mips_08_13 "H+/Ca2+ antiporter, putative"
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
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_At1g55730 mips_08_13 "H+/Ca2+ antiporter, putative"
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_40_25
mips_40_30
mips_67_01
mips_67_04_01
mips_67_04_01_02
mips_67_50_05
mips_67_50_05_01
at_At1g64780 - mips_08_19 "putative protein"
mips_67_04_01
mips_67_04_01_02
mips_67_04_07
at_At1g70300 mips_67_04 "high affinity potassium transporter AtHAK6 (At1g70300)"
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At1g71880 mips_33 "sucrose transport protein SUC1"
mips_33_03
mips_33_03_99
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_At1g72130 - mips_67_11 "peptide transporter PTR2-B, putative"
at_At1g75220 - mips_01_05_07 "integral membrane protein, putative"
mips_08
mips_08_19
mips_40_02
mips_67_07
at_At1g75630 mips_06 "vacuolar ATP synthase, putative"
mips_06_10
mips_08
mips_08_13
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_40
mips_40_25
mips_63
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At1g76520 - mips_30 "unknown protein"
mips_30_01
at_At1g76670 mips_01_05_01_03_02 "unknown 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_At1g78720 - mips_06_04 "hypothetical protein"
mips_08
mips_08_99
mips_20
mips_40_07
mips_67_99
at_At2g04860 - mips_02_30 "hypothetical protein"
at_At2g07680 mips_67_28 "putative ABC transporter"
mips_67_50
mips_67_50_25
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_At2g16510 mips_08_13 "putative vacuolar proton-ATPase 16 kDa proteolipid"
mips_13_01_01_03
mips_40_25
mips_67_04_01_02
mips_67_50_22
at_At2g16660 - mips_08_16 "nodulin-like protein"
mips_63_99
at_At2g22230 - mips_01_06 "beta-hydroxyacyl-ACP dehydratase like protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_05
at_At2g30460 mips_01_05_01_03 "putative integral membrane 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
mips_67_50_05
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_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_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_At2g39010 - mips_25_05_13 "putative aquaporin (water channel protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_99
at_At2g39060 - mips_14_20 "similar to MtN3 protein"
at_At2g47600 mips_13_05 "magnesium/proton exchanger AtMHX"
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
at_At3g09340 mips_01_01_07 "hypothetical protein"
mips_67_10
mips_67_12
mips_67_50_03
at_At3g14500 - mips_29 "hypothetical protein"
mips_29_99
at_At3g19480 - mips_01_01 "phosphoglycerate dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_02_01
mips_02_07
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_13
mips_13_03
mips_13_03_01
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67
mips_67_15
at_At3g19930 - mips_01_05_07 "monosaccharide transport protein, STP4"
mips_08_19
mips_67_07
at_At3g20660 - mips_01_05_07 "hypothetical protein"
mips_08
mips_40_02
mips_48
mips_67_04
mips_67_07
mips_67_21
at_At3g25160 - mips_08_07_05 "ER lumen protein retaining receptor, putative"
mips_08_07_07
mips_08_07_25
at_At3g25280 - mips_67_11 "nitrate transporter, putative"
at_At3g28130 - mips_01_04 "unknown protein"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_25
mips_25_03
at_At3g42560 - mips_04_05_99 "putative protein"
at_At3g44920 - mips_67_04 "putative protein"
mips_67_04_01
mips_67_04_01_02
at_At3g44930 - mips_67_04_01 "putative protein"
mips_67_04_01_02
at_At3g45660 - mips_67_11 "putative protein"
at_At3g52760 - mips_67_15 "putative protein"
at_At3g55740 mips_01_01_07 "proline transporter 2"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
at_At4g01830 mips_67_28 "putative P-glycoprotein-like protein"
mips_67_50_25
at_At4g03490 - mips_63_07 "hypothetical protein"
at_At4g08620 - mips_35 "putative sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At4g10310 - mips_08_19 "sodium transporter (HKT1)"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_01_01_99
mips_40_30
mips_67_04_01
mips_67_04_01_02
at_At4g10850 - mips_14_20 "putative protein"
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_At4g15920 - mips_14 "cytochrome c oxidoreductase like protein"
mips_14_20
mips_40
mips_98
mips_99
at_At4g17550 mips_01 "putative protein"
mips_01_05
mips_01_05_07
mips_40_02
mips_40_16
mips_67
mips_67_04
mips_67_04_07
mips_67_04_07_99
mips_67_07
mips_67_50
mips_67_50_03
mips_67_99
mips_98
at_At4g21120 - mips_01_01_07 "amino acid transport protein AAT1"
mips_67_10
mips_67_12
at_At4g22840 mips_13_01 "unknown 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_03
mips_67_50_03_03
mips_67_99
at_At4g23640 mips_67_04_01 "putative potassium transport protein"
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At4g24920 - mips_08_99 "PROTEIN TRANSPORT PROTEIN SEC61 GAMMA SUBUNIT -like"
mips_40_07
mips_67_99
at_At4g30450 - mips_40_01 "glycine-rich protein"
at_At4g32390 mips_01_05_01_03 "putative 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_At4g32670 - mips_04_99 "putative protein"
at_At4g36670 - mips_01_05_04 "sugar transporter like protein"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_30_01
mips_67_07
at_At4g38250 mips_01_01 "putative amino acid transport protein"
mips_01_01_07
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
at_At5g02410 - mips_01_05_04 "putative protein"
at_At5g03555 - mips_01_03 "uracil transporter - like protein"
mips_01_03_04
mips_01_03_19
mips_01_07
mips_01_07_10
mips_08_19
mips_40_02
mips_67_04
mips_67_04_07
mips_67_10
mips_67_16
mips_67_19
mips_67_99
at_At5g10190 mips_01_05_07 "putative protein"
mips_08_19
mips_40_30
mips_67_07
mips_67_50
mips_67_50_03
mips_67_50_03_01
at_At5g11230 mips_08_02 "putative protein"
mips_25_03
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50_05
at_At5g12130 - mips_11_05_01_03 "unknown protein"
at_At5g12860 - mips_01_05_07 "2-oxoglutarate/malate translocator precursor -like protein"
mips_02_30
mips_08_02
mips_08_19
mips_40_26
mips_40_26_03
mips_40_30
mips_67_07
mips_67_07_03
at_At5g13550 - mips_35 "sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04
mips_67_04_07
mips_67_04_07_05
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_At5g14880 mips_67_04 "HAK8"
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At5g19120 - mips_06_13_04 "conglutin gamma - like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g19690 - mips_01_05 "oligosaccharyl transferase STT3-like protein"
mips_01_05_01
mips_05
mips_06_07
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_02
mips_40_07
mips_67
mips_67_07
at_At5g23810 mips_01_01_07 "amino acid transporter"
mips_08_99
mips_40_09
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
at_At5g23990 - mips_11_07_07 "FRO2 homolog"
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
mips_67_01
at_At5g25400 mips_04_05 "putative protein"
mips_04_05_01
mips_04_05_01_04
mips_08
mips_08_02
mips_40_26
mips_40_26_03
mips_63_03
mips_67
mips_67_07
mips_67_07_01
mips_67_50
mips_67_50_05
at_At5g26340 - mips_01 "hexose transporter - like protein"
mips_01_05
mips_01_05_07
mips_08
mips_08_19
mips_40
mips_40_02
mips_67
mips_67_07
at_At5g28470 - mips_67_11 "peptide transporter - like protein"
at_At5g41760 - mips_01_05_07 "CMP-sialic acid transporter-like protein"
mips_06_07_02
mips_08_07
mips_40_08
mips_67_07
mips_67_07_99
at_At5g42090 - mips_10 "unknown protein"
mips_10_01
mips_10_01_05
mips_10_01_05_05
mips_10_05
mips_10_05_02
mips_10_05_02_24
mips_40_02
mips_63
mips_63_01
mips_63_09
mips_63_99
mips_98
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_At5g47470 - mips_25_03 "nodulin-like protein"
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_At5g50460 - mips_06_04 "protein translocation complex Sec61 gamma chain (pir||T05513)"
mips_08
mips_08_99
mips_40_07
mips_67
mips_67_99
at_At5g53190 - mips_14 "MtN3 protein-like"
mips_14_20
at_At5g58970 - mips_02_13 "uncoupling protein AtUCP2"
mips_02_99
mips_08_04
at_At5g59470 - mips_01_20_01 "putative protein"
mips_01_20_01_05
at_At5g60770 mips_67_04_07 "high-affinity nitrate transporter ACH1 - like protein"
mips_67_50
mips_67_50_03
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: 36/97 (37.11%)
Propertest Frequency class 'mips_67_50': 138/4430 (3.12%)
New (unknown) data (2885 items):
at_At1g04660 - no entry null
at_At1g09860 - no entry null
at_At1g12730 - no entry null
at_At1g15190 - no entry null
at_At1g18320 - no entry null
at_At1g19500 - no entry null
at_At1g19770 - no entry null
at_At1g20340 - no entry null
at_At1g21890 - no entry null
at_At1g24520 - no entry null
at_At1g34500 - no entry null
at_At1g43580 - no entry null
at_At1g47310 - no entry null
at_At1g47530 - no entry null
at_At1g48460 - no entry null
at_At1g50740 - no entry null
at_At1g53610 - no entry null
at_At1g55230 - no entry null
at_At1g57990 - no entry null
at_At1g64150 - no entry null
at_At1g68650 - no entry null
at_At1g71090 - no entry null
at_At1g73240 - no entry null
at_At1g75500 - no entry null
at_At1g77910 - no entry null
at_At1g78920 - no entry null
at_At2g04090 - no entry null
at_At2g04100 - no entry null
at_At2g06520 - no entry null
at_At2g15290 - no entry null
at_At2g17500 - no entry null
at_At2g24780 - no entry null
at_At2g27540 - no entry null
at_At2g39530 - no entry null
at_At2g40710 - no entry null
at_At2g46390 - no entry null
at_At3g07510 - no entry null
at_At3g07910 - no entry null
at_At3g08040 - mips_67 "putative integral membrane protein"
at_At3g19490 - no entry null
at_At3g26590 - no entry null
at_At3g26670 - no entry null
at_At3g28090 - no entry null
at_At3g49310 - no entry null
at_At3g51970 - no entry null
at_At3g52650 - no entry null
at_At3g56110 - no entry null
at_At3g58540 - no entry null
at_At3g59090 - no entry null
at_At3g59310 - no entry null
at_At3g60590 - no entry null
at_At4g08700 - no entry null
at_At4g15170 - no entry null
at_At4g16380 - no entry null
at_At4g16980 - no entry null
at_At4g18190 - no entry null
at_At4g22120 - no entry null
at_At4g22830 - no entry null
at_At4g29850 - no entry null
at_At4g35870 - no entry null
at_At4g37030 - no entry null
at_At5g05300 - no entry null
at_At5g06090 - no entry null
at_At5g11640 - no entry null
at_At5g11960 - no entry null
at_At5g13720 - no entry null
at_At5g26250 - no entry null
at_At5g35890 - no entry null
at_At5g36280 - no entry null
at_At5g40240 - no entry null
at_At5g41160 - no entry null
at_At5g42110 - no entry null
at_At5g52080 - no entry null
at_At5g52420 - no entry null
at_At5g55960 - no entry null
at_At5g58560 - no entry null
at_At5g59770 - no entry null
at_At1g01070 - no entry null
at_At1g15690 - no entry null
at_At1g19800 - no entry null
at_At1g27990 - no entry null
at_At1g34470 - no entry null
at_At1g57980 - no entry null
at_At2g02590 - no entry null
at_At2g15340 - no entry null
at_At2g19350 - no entry null
at_At2g21080 - no entry null
at_At2g39680 - no entry null
at_At2g44110 - no entry null
at_At2g48060 - no entry null
at_At3g06890 - no entry null
at_At3g09450 - no entry null
at_At3g10930 - no entry null
at_At3g59340 - no entry null
at_At3g59520 - no entry null
at_At4g12800 - no entry null
at_At4g12990 - no entry null
at_At4g17420 - no entry null
at_At4g18200 - no entry null
at_At4g23930 - no entry null
at_At4g29870 - no entry null
at_At5g02630 - no entry null
at_At5g04490 - no entry null
at_At5g08040 - no entry null
at_At5g13890 - no entry null
at_At5g19870 - no entry null
at_At5g24790 - no entry null
at_At5g42530 - no entry null
at_At5g43570 - no entry null
at_At5g50660 - no entry null
at_At5g53410 - no entry null
at_At5g55320 - no entry null
at_At5g55340 - no entry null
at_At1g10660 - no entry null
at_At1g11850 - no entry null
at_At1g12950 - no entry null
at_At1g15640 - no entry null
at_At1g16780 - no entry null
at_At1g25270 - no entry null
at_At1g25520 - no entry null
at_At1g26980 - no entry null
at_At1g28220 - no entry null
at_At1g28230 - no entry null
at_At1g29020 - no entry null
at_At1g33080 - mips_67 "putative protein"
at_At1g36890 - no entry null
at_At1g47640 - no entry null
at_At1g48230 - no entry null
at_At1g49470 - no entry null
at_At1g49500 - no entry null
at_At1g54470 - no entry null
at_At1g56270 - no entry null
at_At1g57760 - no entry null
at_At1g76100 - no entry null
at_At1g77350 - no entry null
at_At1g78620 - no entry null
at_At2g03120 - no entry null
at_At2g07000 - no entry null
at_At2g12230 - no entry null
at_At2g13880 - no entry null
at_At2g16990 - no entry null
at_At2g19340 - no entry null
at_At2g21340 - no entry null
at_At2g25680 - no entry null
at_At2g26240 - no entry null
at_At2g30430 - no entry null
at_At2g35750 - no entry null
at_At2g37460 - no entry null
at_At2g38930 - no entry null
at_At2g47360 - no entry null
at_At3g09460 - no entry null
at_At3g09570 - no entry null
at_At3g11810 - no entry null
at_At3g25950 - no entry null
at_At3g44760 - no entry null
at_At3g51140 - no entry null
at_At4g01150 - no entry null
at_At4g05030 - no entry null
at_At4g14730 - no entry null
at_At4g22750 - no entry null
at_At4g27720 - no entry null
at_At4g28210 - no entry null
at_At4g29030 - no entry null
at_At4g30050 - mips_99 "hypothetical protein"
at_At4g31030 - no entry null
at_At4g33960 - no entry null
at_At5g01640 - no entry null
at_At5g05310 - no entry null
at_At5g23830 - no entry null
at_At5g24600 - no entry null
at_At5g40230 - no entry null
at_At5g47550 - no entry null
at_At5g50300 - no entry null
at_At5g50540 - no entry null
at_At5g50560 - no entry null
at_At5g52540 - no entry null
at_At5g55330 - no entry null
at_At5g61340 - no entry null
------------------