Rule 4372
eval(_1,_2,2.0e-5-4.0e-3),mol_wt(_2,74022.0-112121.0),sq_len(_2,1005.0-6487.0) = 0
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,oxidoreductase),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,phosphorylation),db_ref(_2,mgd) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,mycobacterium_tuberculosis),db_ref(_2,hamap) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,subunit) = 1
-> class mips_01_01_07 "amino acid transport"
Evaluation on training data (4529 items):
at_At1g24400 mips_01_01_07 "amino acid transporter-like protein 2 (AATL2)"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_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_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_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_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_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_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_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_At2g39130 mips_01_01_07 "unknown protein"
mips_67_10
mips_67_12
mips_67_50_03
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_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_At3g28960 mips_01_01_07 "hypothetical protein"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At3g56200 mips_01_01_07 "putative protein"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
mips_67_99
at_At5g01240 mips_01_01_07 "LAX1 / AUX1 -like permease"
mips_20_20
mips_20_20_18
mips_67_10
mips_67_12
mips_67_50_03
mips_67_99
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_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_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_At5g02170 mips_01_01_07 "putative protein"
mips_48
mips_67_10
mips_67_12
at_At5g16740 mips_01_01_07 "putative protein"
mips_67_10
mips_67_12
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
Training Accuracy: 26/26 (100.00%)
Training Frequency class 'mips_01_01_07': 33/4529 (0.73%)
Evaluation on validation data (2278 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_At1g60160 - mips_67 ""
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_22
at_At1g67640 mips_01_01_07 "putative amino acid permease"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_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_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_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_At2g40420 mips_01_01_07 "unknown protein"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
at_At2g35060 - mips_67_04_01 "putative potassium transporter"
mips_67_04_01_02
mips_67_50_22
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_At4g26590 - mips_14_04_03 "isp4 like protein"
mips_14_04_03_03
mips_67_11
mips_67_99
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_At5g05630 mips_01_01_07 "putative protein"
mips_08_19
mips_20_03
mips_67_10
mips_67_12
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_At5g65990 mips_01_01 "amino acid transporter protein-like"
mips_01_01_07
mips_13_03
mips_13_03_01
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
Validation Accuracy: 10/14 (71.43%)
Validation Frequency class 'mips_01_01_07': 12/2278 (0.53%)
Evaluation on propertest data (3835 items):
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_At1g47670 mips_01_01_07 "putative protein"
mips_67_10
mips_67_12
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_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_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_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_At3g03720 mips_01_01_07 "putative cationic amino acid transporter"
mips_48
mips_67_10
mips_67_12
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_At3g13620 mips_01_01_07 "putative protein"
mips_20_03
mips_67_10
mips_67_12
at_At3g18090 - mips_04_05_01_01 "DNA-directed RNA polymerase II second largest chain, putative"
mips_40_10_99
mips_63_03_01
at_At3g01760 mips_01_01_07 "putative amino acid permease"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
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_At4g21120 mips_01_01_07 "amino acid transport protein AAT1"
mips_67_10
mips_67_12
at_At4g35180 mips_01_01_07 "amino acid permease - like protein"
mips_67_10
mips_67_12
at_At4g23640 - mips_67_04_01 "putative potassium transport protein"
mips_67_04_01_02
mips_67_50
mips_67_50_22
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_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_At5g36940 mips_01_01_07 "cationic amino acid transporter -like protein"
mips_67_10
mips_67_12
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_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_At5g06120 - mips_04_07 "human RAN binding protein 16-like"
mips_08_01
mips_40_10_05
Propertest Accuracy: 16/22 (72.73%)
Propertest Frequency class 'mips_01_01_07': 22/3835 (0.57%)
New (unknown) data (2278 items):
at_At1g29310 - mips_08_99 "transport protein sec61 alpha subunit, putative"
mips_67_99
at_At1g48640 - mips_08_10 "At1g48640/F11I4_17"
mips_30_19
mips_40_19
at_At2g34250 - mips_08_99 "putative protein transport protein SEC61 alpha subunit"
mips_67_99
at_At5g19500 - mips_67 "putative protein"
mips_67_99
at_At2g33260 - mips_67_99 "putative tyrosine-specific transport protein"
at_At5g36760 - no entry null
at_At1g78720 - mips_06_04 "hypothetical protein"
mips_08
mips_08_99
mips_20
mips_40_07
mips_67_99
at_At2g16800 - no entry null
------------------
Rule 1866
eval(_1,_2,4.0e-3-0.1),keyword(_2,electron_transport),db_ref(_2,embl) = 1
eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,tigrfams),desc(_2,in) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,trypanosoma),db_ref(_2,prosite) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,firmicutes),desc(_2,homolog) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,485.0-667.0),classification(_2,schizosaccharomyces) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,mycobacterium),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),keyword(_2,mitochondrion) = 0
-> class mips_01_03_07 "deoxyribonucleotide metabolism"
Evaluation on training data (4529 items):
at_At1g03020 mips_01_03_07 "putative glutaredoxin"
at_At1g28480 mips_01_03_07 "putative protein"
at_At1g03850 mips_01_03_07 "unknown protein (At1g03850)"
at_At1g77370 mips_01_03 "putative protein"
mips_01_03_07
mips_02_11
mips_11
mips_11_01
mips_67
mips_67_15
at_At1g06830 mips_01_03 "glutaredoxin like protein"
mips_01_03_07
mips_02_11
mips_11_07
mips_67_15
at_At2g20270 mips_01_03_07 "putative glutaredoxin"
at_At2g30540 mips_01_03_07 "putative glutaredoxin"
at_At2g47880 mips_01_03 "putative glutaredoxin"
mips_01_03_07
mips_02_11
mips_11_07
mips_67_15
at_At4g15700 mips_01_03 "glutaredoxin homolog"
mips_02
mips_01_03_07
mips_02_11
mips_11_07
mips_67_15
at_At4g28730 mips_01_03_07 "putative protein"
at_At5g20500 mips_01_03_07 "glutaredoxin"
Training Accuracy: 11/11 (100.00%)
Training Frequency class 'mips_01_03_07': 25/4529 (0.55%)
Evaluation on validation data (2278 items):
at_At1g52260 - mips_02 "protein disulfide isomerase precursor, putative"
mips_02_11
mips_06
mips_06_04
mips_14
mips_14_04
mips_25
mips_25_05
mips_25_05_25
mips_40_07
mips_40_16
at_At1g76080 - mips_25_05_25 "unknown protein"
at_At2g47870 mips_01_03 "putative glutaredoxin"
mips_01_03_07
mips_02_11
mips_11_07
mips_67_15
at_At3g62950 mips_01_03_07 "glutaredoxin -like protein"
at_At4g15660 mips_01_03_07 "glutaredoxin"
at_At4g15690 mips_01_03 "glutaredoxin"
mips_01_03_07
mips_02_11
mips_11_07
mips_67_15
at_At5g11930 mips_01_02 "glutaredoxin - like protein"
mips_01_02_99
mips_01_03_07
mips_02_13
mips_02_13_03
at_At5g18600 mips_01_03_07 "glutaredoxin -like protein"
at_At5g63030 mips_01_03_07 "glutaredoxin-like protein"
Validation Accuracy: 7/9 (77.78%)
Validation Frequency class 'mips_01_03_07': 15/2278 (0.66%)
Evaluation on propertest data (3835 items):
at_At3g21460 mips_01_03_07 "glutaredoxin, putative"
at_At3g62930 mips_01_03_07 "glutaredoxin -like protein"
at_At3g62960 mips_01_03 "glutaredoxin -like protein"
mips_01_03_07
mips_02_11
mips_11_07
mips_67_15
at_At4g16440 - mips_02_11_05 "LET1 like protein"
mips_02_13
mips_02_13_03
mips_06_07_11
mips_40_10_05
at_At4g33040 mips_01_02_99 "unknown protein"
mips_01_03_07
at_At4g15670 mips_01_03_07 "glutaredoxin"
at_At4g15680 mips_01 "glutaredoxin"
mips_01_03_07
mips_02_11
mips_67
mips_67_15
mips_98
at_At5g56090 - mips_02 "putative protein"
mips_02_11
mips_02_11_05
mips_02_11_07
mips_02_13
mips_02_13_03
mips_02_13_05
mips_05
mips_06_10
mips_40_16
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_45_03_12_03
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At5g14070 mips_01_03 "glutaredoxin-like protein"
mips_01_03_07
mips_02_11
mips_11_07
Propertest Accuracy: 7/9 (77.78%)
Propertest Frequency class 'mips_01_03_07': 22/3835 (0.57%)
New (unknown) data (2278 items):
at_At1g50950 - mips_08_07 "hypothetical protein"
at_At4g32450 - no entry null
------------------
Rule 3670
eval(_1,_2,0.0-9.0e-25),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,bacillus_subtilis) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,triticum) = 0
eval(_1,_2,9.0e-25-8.0e-10),species(_2,haemophilus_influenzae),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,hordeum),db_ref(_2,prints) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,paccad_clade),db_ref(_2,smart) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,eukaryota) = 1
-> class mips_01_05_99 "other C-compound, carbohydrate metabolism activities"
Evaluation on training data (4529 items):
at_At1g14890 mips_01_05_99 "unknown protein"
mips_40_01
at_At1g44980 mips_01 "hypothetical protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_99
mips_30
mips_30_01
mips_40
mips_40_01
at_At1g69940 mips_01_05_99 "putative pectin methylesterase"
mips_40_01
at_At1g70720 mips_01_05_99 "unknown protein"
mips_40_01
at_At2g19150 mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At2g21610 mips_01_05_01_01 "putative pectinesterase"
mips_01_05_99
mips_01_20_01
mips_40_01
at_At2g47550 mips_01 "unknown protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_99
mips_30
mips_30_01
mips_40_01
at_At3g17130 mips_01_05_99 "hypothetical protein"
mips_40_01
at_At2g01610 mips_01_05_99 "unknown protein"
mips_11_01
mips_29
mips_30_01
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_At3g14300 mips_01_05_99 "putative pectin methylesterase"
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_At1g11590 mips_01_05_99 "similar to pectinesterase emb|CAA47810; similar to ESTs gb|AI999792.1"
mips_40_01
at_At3g47380 mips_01_05 "putative protein"
mips_01_05_99
mips_29
mips_30
mips_40_01
at_At3g47670 mips_01_05_99 "putative protein"
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_At4g00080 mips_01_05_99 "putative protein"
mips_30_01
mips_40_01
at_At4g02320 mips_01_05_99 "pectinesterase - like protein"
mips_01_20_01
mips_30_01
mips_40_01
at_At4g02330 mips_01_05_99 "putative protein"
mips_40_01
at_At4g25250 mips_01_05_99 "putative protein"
mips_30_01
mips_40_01
at_At4g25260 mips_01_05_99 "putative protein"
mips_11_01
mips_29
mips_30_01
mips_40_01
at_At5g09760 mips_01_05_99 "pectin methylesterase - like protein"
mips_01_20_01
mips_40_01
at_At5g18990 mips_01_05_99 "pectin methyl esterase -like protein"
mips_01_20_01
mips_40_01
at_At5g19730 mips_01_05_99 "pectin methylesterase-like protein"
mips_40_01
at_At5g20740 mips_01_05_99 "ripening-related protein - like"
mips_40_01
at_At5g26810 mips_01_05_99 "putative protein"
mips_01_20_01
mips_30_01
mips_40_01
at_At5g27870 mips_01_05_99 "pectin methyl-esterase - like protein"
mips_40_01
at_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
at_At5g04960 mips_01_05_01_01 "pectinesterase"
mips_01_05_99
mips_01_20_01
mips_40_01
at_At5g07410 mips_01_05_99 "pectin methyl-esterase-like protein"
mips_01_20_01
mips_40_01
at_At5g07430 mips_01_05_99 "pectin methyl-esterase-like protein"
mips_30_01
mips_40_01
at_At1g53830 mips_01_05_99 "putative protein"
mips_40_01
at_At5g47500 mips_01_05_99 "pectin methylesterase-like"
mips_30_01
mips_40_01
Training Accuracy: 39/39 (100.00%)
Training Frequency class 'mips_01_05_99': 75/4529 (1.66%)
Evaluation on validation data (2278 items):
at_At1g53070 - mips_10_01 "protein kinase, putative"
mips_10_01_01
mips_10_05
at_At1g55770 mips_01_05_99 "hypothetical protein"
mips_40_01
at_At1g62770 mips_01_05_99 "unknown protein"
mips_40_01
at_At1g10770 mips_01_05_01_03_02 "unknown protein"
mips_01_05_99
mips_40_01
at_At1g11370 mips_01_05_99 "similar to flower-specific pectin methylesterase precursor gi|3342904; similar to ESTs gb|H36111, gb|T76576, gb|AI099976, gb|T42118"
mips_30_01
mips_40_01
at_At1g11580 mips_01_05_01_01 "unknown protein"
mips_01_05_99
mips_40_01
at_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_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_At4g12390 mips_01_05_99 "unknown protein"
at_At4g15980 mips_01_05_99 "pectinesterase like protein"
mips_30_01
mips_40_01
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_At5g49180 mips_01_05_99 "pectin methylesterase"
mips_40_01
at_At5g62340 mips_01_05_99 "putative protein"
mips_40_01
at_At5g62350 mips_01_05_99 "ripening-related protein-like; contains similarity to pectinesterase (MMI9.18)"
mips_40_01
Validation Accuracy: 17/18 (94.44%)
Validation Frequency class 'mips_01_05_99': 36/2278 (1.58%)
Evaluation on propertest data (3835 items):
at_At1g23200 mips_01_05_99 "putative pectinesterase"
mips_40_01
at_At1g48020 mips_01_05 "protein phosphatase-2C, putative"
mips_01_05_01
mips_01_05_99
mips_11
mips_11_01
mips_29
mips_30
mips_30_01
mips_40_01
at_At1g53840 mips_01 "unknown protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_99
mips_01_20
mips_01_20_01
mips_30
mips_30_01
mips_40_01
at_At2g45220 mips_01_05 "pectinesterase like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_99
mips_30
mips_30_01
mips_40_01
at_At2g47030 mips_01_05_99 "putative pectinesterase"
mips_30_01
mips_40_01
at_At2g47040 mips_01_05_01 "putative pectinesterase"
mips_01_05_01_01
mips_01_05_99
mips_30_01
mips_40_01
at_At2g47670 mips_01_05_99 "putative pectinesterase"
mips_40_01
at_At2g36700 mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At3g05610 mips_01_05_01 "putative pectinesterase"
mips_01_05_01_01
mips_01_05_99
mips_30_01
mips_40_01
at_At3g05620 mips_01_05_99 "putative pectinesterase"
mips_01_20_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_At3g42160 mips_01_05_99 "putative protein"
mips_01_20_01
mips_40_01
at_At3g43270 mips_01_05_99 "pectinesterase like protein"
mips_01_20_01
mips_40_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_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_At3g62820 mips_01_05 "unknown protein"
mips_01_05_01
mips_01_05_99
mips_11
mips_11_01
mips_29
mips_30
mips_30_01
mips_40_01
at_At4g00190 mips_01_05_99 "putative pectinesterase"
mips_40_01
at_At4g02300 mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At5g07420 mips_01_05_99 "pectin methyl-esterase-like protein"
mips_40_01
at_At5g51500 mips_01_05_99 "pectinesterase"
mips_30_01
mips_40_01
at_At5g51520 mips_01_05_01_03_02 "ripening-related protein-like"
mips_01_05_99
at_At5g53370 mips_01_05 "pectinesterase"
mips_01_05_01_01
mips_01_05_99
mips_40_01
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_At5g61680 mips_01_05_99 "pectin methyl-esterase - like protein"
mips_40_01
Propertest Accuracy: 26/26 (100.00%)
Propertest Frequency class 'mips_01_05_99': 57/3835 (1.49%)
New (unknown) data (2278 items):
at_At1g02550 - no entry null
at_At1g02810 - no entry null
at_At1g47960 - no entry null
at_At1g53060 - no entry null
at_At1g54620 - no entry null
at_At1g60760 - no entry null
at_At3g17150 - no entry null
at_At1g09360 - no entry null
at_At3g09190 - no entry null
at_At4g02250 - no entry null
at_At4g29270 - mips_65 "acid phosphatase-like protein"
at_At5g01090 - no entry null
at_At5g24770 - mips_65 "vegetative storage protein Vsp2"
at_At5g38610 - no entry null
at_At5g46980 - no entry null
at_At5g46990 - no entry null
at_At5g62360 - no entry null
at_At1g19720 - no entry null
at_At1g23350 - no entry null
at_At1g48010 - no entry null
at_At1g04040 - mips_65 "unknown protein"
at_At1g07460 - no entry null
at_At2g38600 - mips_65 "putative acid phosphatase"
at_At2g01880 - mips_40_25 "putative purple acid phosphatase"
at_At3g54080 - no entry null
at_At3g16410 - no entry null
at_At3g49330 - no entry null
at_At4g25150 - mips_65 "acid phosphatase - like protein"
at_At4g29260 - mips_65 "acid phosphatase-like protein"
at_At5g03350 - no entry null
at_At5g44020 - mips_65 "vegetative storage protein-like"
at_At5g51260 - mips_65 "acid phosphatase"
at_At1g53080 - no entry null
at_At1g62110 - no entry null
at_At1g70540 - no entry null
at_At2g33070 - no entry null
at_At3g12880 - no entry null
at_At3g16530 - no entry null
at_At3g17220 - no entry null
at_At4g36700 - mips_65 "globulin-like protein"
at_At5g24370 - no entry null
at_At5g24780 - mips_65 "vegetative storage protein Vsp1"
mips_98
at_At5g50030 - no entry null
at_At5g63140 - no entry null
at_At5g64620 - no entry null
------------------
Rule 2091
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,hydrolase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,ruminococcus),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 0
-> class mips_01_05_99 "other C-compound, carbohydrate metabolism activities"
Evaluation on training data (4529 items):
at_At1g14720 mips_01_05_99 "xyloglucan endo-transglycosylase, putative"
mips_40_01
at_At2g01850 mips_01_05_99 "putative xyloglucan-specific glucanase"
mips_40_01
at_At2g06850 mips_01_05_99 "putative endoxyloglucan glycosyltransferase"
mips_40_01
at_At2g14620 mips_01 "putative endoxyloglucan glycosyltransferase"
mips_01_05
mips_01_05_01
mips_01_05_99
mips_30
mips_30_01
mips_40_01
at_At1g10550 mips_01_05_99 "endoxyloglucan transferase like protein"
mips_30_01
mips_40_01
at_At3g23730 mips_01_05_99 "xyloglucan endotransglycosylase, putative"
mips_40_01
at_At3g25050 mips_01_05_99 "endoxyloglucan transferase, putative"
mips_40_01
at_At3g48580 mips_01_05_99 "endoxyloglucan transferase-like protein"
mips_40_01
at_At4g13090 mips_01_05_99 "endoxyloglucan transferase-like protein"
mips_40_01
at_At4g14130 mips_01_05_99 "xyloglucan endotransglycosylase-related protein XTR-7"
mips_40_01
at_At4g25810 mips_01_05_01 "xyloglucan endo-1,4-beta-D-glucanase (XTR-6)"
mips_01_05_99
mips_30_01
mips_40_01
at_At4g30270 mips_01_05_99 "xyloglucan endo-1,4-beta-D-glucanase precursor"
mips_40_01
at_At5g13870 mips_01_05_01 "endoxyloglucan transferase (dbj|BAA81669.1)"
mips_01_05_99
mips_30_01
mips_40_01
at_At5g48070 mips_01_05_99 "xyloglucan endo-1,4-beta-D-glucanase"
mips_30_01
mips_40_01
at_At5g57540 mips_01_05_99 "xyloglucan endotransglycosylase"
mips_40_01
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'mips_01_05_99': 75/4529 (1.66%)
Evaluation on validation data (2278 items):
at_At1g65310 mips_01_05_99 "putative protein"
mips_40_01
at_At2g18800 mips_01_05_99 "putative xyloglucan endo-transglycosylase"
mips_40_01
at_At2g28560 - mips_03_01_05_01 "putative RAD51B-like DNA repair protein"
mips_03_01_05_03
mips_03_03_02
mips_14_04_03
mips_14_04_03_03
mips_40_10_03
at_At4g18990 mips_01_05_99 "xyloglucan endo-transglycosylase - like protein"
mips_30_01
mips_40_01
at_At4g30290 mips_01 "xyloglucan endo-1,4-beta-D-glucanase-like protein"
mips_01_05
mips_01_05_01
mips_01_05_99
mips_30
mips_30_01
mips_40_01
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'mips_01_05_99': 36/2278 (1.58%)
Evaluation on propertest data (3835 items):
at_At1g32170 mips_01_05_99 "endoxyloglucan transferase"
mips_30_01
mips_40_01
at_At2g27120 - mips_03_01_05_01 "putative DNA polymerase epsilon catalytic subunit"
mips_03_03_01_03
mips_30_10
at_At2g36870 mips_01_05_99 "putative xyloglucan endo-transglycosylase"
mips_30_01
mips_40_01
at_At3g44990 mips_01_05_99 "xyloglucan endo-transglycosylase"
mips_40_01
at_At4g13080 mips_01_05_99 "endoxyloglucan transferase-like protein"
mips_40_01
at_At4g25820 mips_01_05_99 "putative xyloglucan endo-1,4-beta-D-glucanase"
mips_30_01
mips_40_01
at_At4g28850 mips_01_05_99 "xyloglucan endotransglycosylase - like protein"
mips_40_01
at_At4g03210 mips_01_05_99 "putative xyloglucan endotransglycosylase"
mips_40_01
at_At4g30280 mips_01_05_99 "xyloglucan endo-1,4-beta-D-glucanase-like protein"
mips_30_01
mips_40_01
at_At4g37800 mips_01_05_99 "endo-xyloglucan transferase - like protein"
mips_40_01
at_At5g57530 mips_01_05_99 "xyloglucan endotransglycosylase"
mips_40_01
at_At5g57550 mips_01_05_99 "endoxyloglucan transferase (gb|AAD45127.1)"
mips_30_01
mips_40_01
at_At5g57560 mips_01_05_99 "TCH4 protein (gb|AAA92363.1)"
mips_40_01
at_At5g63960 - mips_03_01_05_01 "DNA polymerase III catalytic subunit"
at_At5g65730 mips_01_05_99 "xyloglucan endo-transglycosylase-like protein"
mips_30_01
mips_40_01
at_At5g67100 - mips_03_01_05_01 "DNA polymerase alpha 1"
Propertest Accuracy: 13/16 (81.25%)
Propertest Frequency class 'mips_01_05_99': 57/3835 (1.49%)
New (unknown) data (2278 items):
at_At1g52960 - no entry null
at_At2g14320 - mips_98 "pseudogene; similar to MURA transposase of maize Mutator transposon"
mips_99
at_At4g33810 - mips_40_01 "beta-xylan endohydrolase -like protein"
at_At4g08160 - mips_40_01 "putative xylan endohydrolase"
------------------
Rule 3309
eval(_1,_2,0.0-9.0e-25),classification(_2,thermotogae) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,escherichia),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,streptomycineae),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 1
-> class mips_01_06_01 "lipid, fatty-acid and isoprenoid biosynthesis"
Evaluation on training data (4529 items):
at_At1g19440 mips_01_06_01_05 "very-long-chain fatty acid condensing enzyme CUT1, putative"
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At1g20490 mips_01_05_01_01_03 "hypothetical protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_30_01
mips_40_19
at_At1g20500 mips_01_05_01_01_03 "hypothetical protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
at_At1g20560 mips_01_06_01_01 "unknown protein (At1g20560)"
mips_01_06_04
mips_01_06_07
mips_01_20_35_01
mips_02_25
mips_67_13
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_At1g21540 mips_01_05_01_01_03 "amp-binding protein, putative"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_02_16
mips_02_16_13
mips_02_25
at_At1g49430 mips_01_06_01_05 "putative acyl CoA synthetase (At1g49430)"
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27_99
at_At1g51680 mips_01_06_01_01 "4-coumarate--coenzyme A ligase (At4CL1)"
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_67_13
at_At1g65880 mips_01_06_01 ""
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_02_99
mips_30_01
at_At1g66120 mips_01_06_01_01 "hypothetical protein"
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_25
at_At1g68270 mips_02 "putative amp-binding protein"
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_35_01_05
mips_02_25
at_At1g68530 mips_01_06_01 "very-long-chain fatty acid condensing enzyme (CUT1)"
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_20_35
mips_01_20_35_01
at_At1g74960 mips_01_06_01_05 "unknown protein"
mips_01_20_05
mips_01_20_05_11
mips_03_03_02
at_At1g75960 mips_01_05_01_01_03 "AMP-binding protein, putative"
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At1g76290 mips_01_05_01_01_03 "putative AMP-binding protein"
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_40_19
at_At1g77240 mips_01_05_01_01_03 "hypothetical protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At3g16910 mips_01_06_01 "AMP-binding protein, putative"
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_20_03
mips_40_27
mips_40_27_99
at_At4g34250 mips_01_06_01_05 "fatty acid elongase - like protein"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At4g34520 mips_01_06_01 "fatty acid elongase 1"
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At1g02050 mips_01_06_01_05 "unknown protein"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At2g04350 mips_01 "putative acyl-CoA synthetase"
mips_01_06
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_03
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_13
mips_20
mips_25
mips_25_05
mips_25_05_25
mips_40
mips_40_02
mips_40_03
mips_40_16
at_At2g15090 mips_01 "putative fatty acid elongase"
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
at_At2g16280 mips_01_06_01_05 "putative beta-ketoacyl-CoA synthase"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At2g26830 mips_01_04 "putative choline kinase"
mips_01_06
mips_01_06_01
mips_01_06_01_01
mips_01_06_13
mips_01_20
mips_01_20_17
mips_01_20_17_01
mips_40_03
mips_40_07
at_At2g46720 mips_01_06 "putative beta-ketoacyl-CoA synthase"
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
at_At3g10280 mips_01_06 "putative fatty acid elongase 3-ketoacyl-CoA synthase 1"
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
at_At3g23790 mips_01_06_01_01 "AMP-binding protein, putative"
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_05
mips_01_20_05_11
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_01_20_37
mips_01_20_37_03
mips_02_25
at_At3g52160 mips_01_06_01 "beta-ketoacyl-CoA synthase like protein"
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At4g09760 mips_01_06 "choline kinase GmCK2p -like protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_13
mips_01_20_17
mips_01_20_17_01
mips_10
mips_98
at_At4g11030 mips_01_06_01_05 "putative acyl-CoA synthetase"
mips_01_06_04
mips_01_06_07
mips_01_06_13
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At4g19010 mips_01_05_01_01_03 "4-coumarate-CoA ligase - like"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_10
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_30_01
mips_40_19
at_At4g23850 mips_01_06_01 "acyl-CoA synthetase - like protein"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At4g34850 mips_01_06_01_05 "chalcone synthase - like protein"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At5g13930 mips_01_06_01_05 "chalcone synthase (naringenin-chalcone synthase) (testa 4 protein) (sp|P13114)"
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At5g27600 mips_01_06_01 "long-chain-fatty-acid--CoA ligase-like protein"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_13
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
mips_63_19_01
mips_63_19_99
at_At5g49070 mips_01_06_01 "fatty acid elongase; beta-ketoacyl-CoA synthase-like protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
at_At5g16340 mips_01_05_01_01 "AMP-binding protein"
mips_01_05_01_01_03
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
Training Accuracy: 37/37 (100.00%)
Training Frequency class 'mips_01_06_01': 166/4529 (3.67%)
Evaluation on validation data (2278 items):
at_At1g25450 mips_01_06_01_05 "unknown protein"
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At1g04220 mips_01_06 "putative beta-ketoacyl-CoA synthase (At1g04220)"
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_20
mips_01_20_35
mips_01_20_35_01
at_At1g65060 mips_01_05_01_01_03 "4-coumarate:CoA ligase 3 (4CL3)"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At1g04710 mips_01_06_01_07 "acetyl-CoA acyltransferase like protein"
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_02_25
mips_40_19
at_At1g07720 mips_01_06_01 "fatty acid elongase 3-ketoacyl-CoA synthase, putative"
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At1g15490 mips_01_02 "putative protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_11
mips_11_07
mips_40_19
at_At1g20480 mips_01_05 "hypothetical protein"
mips_01_05_01_01
mips_01_05_01_01_03
mips_01_06
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At2g26640 mips_01_06_01_05 "putative beta-ketoacyl-CoA synthase"
mips_01_06_01_07
mips_01_20_35_01
at_At2g04540 mips_01_06_01_05 "3-oxoacyl carrier protein synthase"
mips_01_20_05
mips_01_20_05_11
mips_03_03_02
at_At4g34510 mips_01_06_01 "putative ketoacyl-CoA synthase"
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35_01
at_At5g35930 - mips_01_20_37 "unknown protein"
mips_01_20_37_03
mips_11_05_03
at_At5g48880 mips_01_06_01_07 "peroxisomal-3-keto-acyl-CoA thiolase 1 (PKT1)"
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_02_25
mips_40_19
at_At5g63380 mips_01_05_01_01_03 "4-coumarate-CoA ligase-like protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
Validation Accuracy: 12/13 (92.31%)
Validation Frequency class 'mips_01_06_01': 87/2278 (3.82%)
Evaluation on propertest data (3835 items):
at_At1g20510 mips_01_05_01_01_03 "putative 4-coumarate:CoA ligase"
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_16
mips_02_16_13
mips_02_25
at_At1g30520 mips_01_05_01_01_03 "unknown protein (At1g30520)"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_30_01
mips_40_19
at_At1g62640 mips_01_06_01_05 "3-ketoacyl-acyl carrier protein synthase III (KAS III)"
mips_01_06_01_07
mips_01_06_01_07_11
at_At1g01120 mips_01_06_01_07 "putative fatty acid elongase 3-ketoacyl-CoA synthase 1 (At1g01120)"
mips_01_06_01_07_11
at_At1g65890 mips_01_06_01_01 "putative protein"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_25
at_At1g71697 mips_01_06_01_01 "choline kinase, putative"
mips_01_06_13
mips_01_20_17_01
at_At1g77590 mips_01_06_01 "putative acyl-CoA synthetase"
mips_01_06_01_01
mips_01_06_01_03
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_25_05_25
at_At1g62940 mips_01_06_01_01 "4-coumarate:coenzyme A ligase, putative"
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_67_13
at_At1g64400 mips_01_06_01 "putative acyl-CoA synthetase"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At1g71160 mips_01_06_01_05 "putative ketoacyl-CoA synthase"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At2g17650 mips_01_06_01_01 "putative acyl-CoA synthetase"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_20_05
mips_01_20_05_11
mips_01_20_35_01
mips_02_25
at_At2g26250 mips_01_06_01 "beta-ketoacyl-CoA synthase (FIDDLEHEAD)"
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At2g28630 mips_01_06_01 "putative fatty acid elongase"
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At2g47240 mips_01_06_01_05 "putative acyl-CoA synthetase"
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At3g05970 mips_01_06 "AMP-binding protein"
mips_01_06_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_13
mips_01_06_99
mips_20
mips_20_03
mips_40_02
mips_40_16
mips_40_19
mips_40_27
mips_40_27_99
at_At3g16170 mips_01_05_01_01 "long-chain acyl-CoA like synthetase"
mips_01_05_01_01_03
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_01_20_36
mips_01_20_37
mips_01_20_37_99
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_05_99
mips_40_19
at_At3g21230 mips_02 "putative 4-coumarate:CoA ligase 2"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
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_02_16
mips_02_16_13
mips_02_25
at_At3g21240 mips_01_05_01_01_03 "putative 4-coumarate:CoA ligase 2"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At3g48990 mips_01_05_01_01 "4-coumarate-CoA ligase -like protein"
mips_01_05_01_01_03
mips_01_06
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_02_16
mips_02_16_13
mips_02_25
at_At4g11820 mips_01_06_01_07 "hydroxymethylglutaryl-CoA synthase"
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_01_20_05
mips_01_20_05_11
at_At4g14070 mips_01_06_01 "A6 anther-specific protein (Z97335.16)"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_13
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At5g04530 mips_01_06_01 "fatty acid elongase - like protein"
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At4g00040 mips_01_06_01_07 "putative chalcone synthase"
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At5g16370 mips_01_05_01_01_03 "AMP-binding protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
at_At5g23050 mips_01_05_01_01_03 "acetyl-CoA synthetase-like protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_16
mips_02_16_13
mips_02_99
mips_30_01
mips_40_19
at_At5g36880 mips_01_05_01_01_03 "acetyl-CoA synthetase"
mips_01_06_01
mips_01_06_01_05
mips_02_10
mips_02_16
mips_02_16_13
mips_02_99
mips_40_19
at_At5g38120 mips_01_05_01_01_03 "4-coumarate--CoA ligase -like protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
at_At5g43760 mips_01_06 "beta-ketoacyl-CoA synthase"
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At5g48230 mips_01_01_10 "acetoacetyl-CoA thiolase (AAT1)"
mips_01_01_10_04
mips_01_01_10_04_04
mips_01_06_01_05
mips_01_06_04
mips_01_20_25
mips_02_25
mips_02_45
mips_02_45_20
mips_02_45_99
mips_02_99
Propertest Accuracy: 29/29 (100.00%)
Propertest Frequency class 'mips_01_06_01': 174/3835 (4.54%)
New (unknown) data (2278 items):
at_At3g49200 - no entry null
at_At4g05160 - no entry null
at_At4g22720 - mips_06_99 "glycoprotein endopeptidase - like protein"
at_At1g78280 - no entry null
at_At1g80280 - mips_11_07 "unknown protein"
mips_30_01
at_At3g26840 - no entry null
at_At3g02030 - no entry null
------------------
Rule 3284
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,enterobacter) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),db_ref(_2,genew) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,escherichia),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,streptomycineae),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,phaseoleae) = 1
-> class mips_01_06_07 "lipid, fatty-acid and isoprenoid utilization"
Evaluation on training data (4529 items):
at_At1g20490 mips_01_05_01_01_03 "hypothetical protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_30_01
mips_40_19
at_At1g20500 mips_01_05_01_01_03 "hypothetical protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
at_At1g20560 mips_01_06_01_01 "unknown protein (At1g20560)"
mips_01_06_04
mips_01_06_07
mips_01_20_35_01
mips_02_25
mips_67_13
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_At1g21540 mips_01_05_01_01_03 "amp-binding protein, putative"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_02_16
mips_02_16_13
mips_02_25
at_At1g49430 mips_01_06_01_05 "putative acyl CoA synthetase (At1g49430)"
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27_99
at_At1g51680 mips_01_06_01_01 "4-coumarate--coenzyme A ligase (At4CL1)"
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_67_13
at_At1g65880 mips_01_06_01 ""
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_02_99
mips_30_01
at_At1g66120 mips_01_06_01_01 "hypothetical protein"
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_25
at_At1g68270 mips_02 "putative amp-binding protein"
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_35_01_05
mips_02_25
at_At1g75960 mips_01_05_01_01_03 "AMP-binding protein, putative"
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At1g76290 mips_01_05_01_01_03 "putative AMP-binding protein"
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_40_19
at_At1g77240 mips_01_05_01_01_03 "hypothetical protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At3g16910 mips_01_06_01 "AMP-binding protein, putative"
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_20_03
mips_40_27
mips_40_27_99
at_At2g04350 mips_01 "putative acyl-CoA synthetase"
mips_01_06
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_03
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_13
mips_20
mips_25
mips_25_05
mips_25_05_25
mips_40
mips_40_02
mips_40_03
mips_40_16
at_At3g23790 mips_01_06_01_01 "AMP-binding protein, putative"
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_05
mips_01_20_05_11
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_01_20_37
mips_01_20_37_03
mips_02_25
at_At4g11030 mips_01_06_01_05 "putative acyl-CoA synthetase"
mips_01_06_04
mips_01_06_07
mips_01_06_13
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At4g19010 mips_01_05_01_01_03 "4-coumarate-CoA ligase - like"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_10
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_30_01
mips_40_19
at_At4g23850 mips_01_06_01 "acyl-CoA synthetase - like protein"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At5g27600 mips_01_06_01 "long-chain-fatty-acid--CoA ligase-like protein"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_13
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
mips_63_19_01
mips_63_19_99
at_At5g49070 mips_01_06_01 "fatty acid elongase; beta-ketoacyl-CoA synthase-like protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
at_At5g16340 mips_01_05_01_01 "AMP-binding protein"
mips_01_05_01_01_03
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
Training Accuracy: 22/22 (100.00%)
Training Frequency class 'mips_01_06_07': 55/4529 (1.21%)
Evaluation on validation data (2278 items):
at_At1g65060 mips_01_05_01_01_03 "4-coumarate:CoA ligase 3 (4CL3)"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At1g15490 - mips_01_02 "putative protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_11
mips_11_07
mips_40_19
at_At1g17220 - mips_04_05_01_01 "putative translation initiation factor IF2"
mips_04_05_01_04_01
mips_05_04_01
at_At1g20480 mips_01_05 "hypothetical protein"
mips_01_05_01_01
mips_01_05_01_01_03
mips_01_06
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At5g35930 - mips_01_20_37 "unknown protein"
mips_01_20_37_03
mips_11_05_03
at_At5g63380 mips_01_05_01_01_03 "4-coumarate-CoA ligase-like protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
Validation Accuracy: 3/6 (50.00%)
Validation Frequency class 'mips_01_06_07': 27/2278 (1.19%)
Evaluation on propertest data (3835 items):
at_At1g20510 mips_01_05_01_01_03 "putative 4-coumarate:CoA ligase"
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_16
mips_02_16_13
mips_02_25
at_At1g30520 mips_01_05_01_01_03 "unknown protein (At1g30520)"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_30_01
mips_40_19
at_At1g65890 mips_01_06_01_01 "putative protein"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_25
at_At1g77590 mips_01_06_01 "putative acyl-CoA synthetase"
mips_01_06_01_01
mips_01_06_01_03
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_25_05_25
at_At1g62940 mips_01_06_01_01 "4-coumarate:coenzyme A ligase, putative"
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_67_13
at_At1g64400 mips_01_06_01 "putative acyl-CoA synthetase"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At2g17650 mips_01_06_01_01 "putative acyl-CoA synthetase"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_20_05
mips_01_20_05_11
mips_01_20_35_01
mips_02_25
at_At2g47240 mips_01_06_01_05 "putative acyl-CoA synthetase"
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At3g05970 mips_01_06 "AMP-binding protein"
mips_01_06_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_13
mips_01_06_99
mips_20
mips_20_03
mips_40_02
mips_40_16
mips_40_19
mips_40_27
mips_40_27_99
at_At3g16170 mips_01_05_01_01 "long-chain acyl-CoA like synthetase"
mips_01_05_01_01_03
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_01_20_36
mips_01_20_37
mips_01_20_37_99
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_05_99
mips_40_19
at_At3g21230 mips_02 "putative 4-coumarate:CoA ligase 2"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
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_02_16
mips_02_16_13
mips_02_25
at_At3g21240 mips_01_05_01_01_03 "putative 4-coumarate:CoA ligase 2"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At3g48990 mips_01_05_01_01 "4-coumarate-CoA ligase -like protein"
mips_01_05_01_01_03
mips_01_06
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_02_16
mips_02_16_13
mips_02_25
at_At4g14070 mips_01_06_01 "A6 anther-specific protein (Z97335.16)"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_13
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At5g16370 mips_01_05_01_01_03 "AMP-binding protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
at_At5g23050 mips_01_05_01_01_03 "acetyl-CoA synthetase-like protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_16
mips_02_16_13
mips_02_99
mips_30_01
mips_40_19
at_At5g36880 - mips_01_05_01_01_03 "acetyl-CoA synthetase"
mips_01_06_01
mips_01_06_01_05
mips_02_10
mips_02_16
mips_02_16_13
mips_02_99
mips_40_19
at_At5g38120 mips_01_05_01_01_03 "4-coumarate--CoA ligase -like protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
at_At5g53460 - mips_01_01 "NADH-dependent glutamate synthase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_03
mips_01_02
mips_01_02_01
mips_01_03_04
mips_01_03_04_01
mips_02_11
mips_67_15
Propertest Accuracy: 17/19 (89.47%)
Propertest Frequency class 'mips_01_06_07': 54/3835 (1.41%)
New (unknown) data (2278 items):
at_At4g05160 - no entry null
------------------
Rule 4114
eval(_1,_2,4.0e-3-0.1),desc(_2,hypothetical) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,membrane),desc(_2,type) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,rodentia),keyword(_2,polymorphism) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,mycobacterium) = 1
-> class mips_01_20_05 "biosynthesis of acetic acid derivatives"
Evaluation on training data (4529 items):
at_At1g23800 mips_01_20_05 "putative aldehyde dehydrogenase NAD+"
mips_02_16
mips_02_16_01
mips_02_99
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
at_At1g44170 mips_01_20_05 "puative aldehyde dehydrogenase"
mips_11_07
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At1g74920 mips_01_20_05 "betaine aldehyde dehydrogenase like protein"
mips_01_20_17_01
mips_02_16
mips_02_16_01
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
at_At1g79440 mips_01_20_05 "succinic semialdehyde dehydrogenase 1 (SSADH1)"
mips_02_16
mips_02_16_01
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At4g34240 mips_01_07 "aldehyde dehydrogenase like protein"
mips_01_20
mips_01_20_05
mips_02_01
mips_11_07_03
mips_40_16
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At2g24270 mips_01_20_05 "putative NADP-dependent glyceraldehyde-3-phosphate dehydrogenase"
mips_02_16
mips_02_16_01
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
at_At4g36250 mips_01_07 "aldehyde dehydrogenase like protein"
mips_01_20_05
mips_11_07
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'mips_01_20_05': 22/4529 (0.49%)
Evaluation on validation data (2278 items):
at_At1g54100 mips_01_06 "putative protein"
mips_01_07
mips_01_20
mips_01_20_05
mips_11_07
mips_11_07_03
mips_40_16
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At2g14200 mips_01_07 "F15N24.6"
mips_01_20_05
mips_11_07
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At3g66658 mips_01_20_05 "betaine aldehyde dehydrogenase, putative"
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_01_20_05': 11/2278 (0.48%)
Evaluation on propertest data (3835 items):
at_At3g48000 mips_01_07 "aldehyde dehydrogenase (NAD+)-like protein"
mips_01_20_05
mips_02_16
mips_02_16_01
mips_02_99
mips_11_07
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At3g48170 mips_01_20_05 "betaine aldehyde dehydrogenase-like protein"
mips_01_20_17_01
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
at_At5g62530 mips_01 "delta-1-pyrroline-5-carboxylate dehydrogenase precursor (P5CDH)"
mips_02
mips_01_05
mips_01_06
mips_01_07
mips_01_20
mips_01_20_05
mips_02_16
mips_02_16_01
mips_11
mips_11_07
mips_11_07_03
mips_40
mips_40_03
mips_40_16
mips_63
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67
mips_67_15
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'mips_01_20_05': 17/3835 (0.44%)
New (unknown) data (2278 items):
------------------
Rule 2523
eval(_1,_2,4.0e-3-0.1),desc(_2,chromosome) = 0
eval(_1,_2,0.0-9.0e-25),desc(_2,kinase) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),classification(_2,magnoliophyta) = 1
-> class mips_01_20_13 "biosynthesis of derivatives of homoisopentenyl pyrophosphate"
Evaluation on training data (4529 items):
at_At1g48820 mips_01_20_13 "hypothetical protein"
mips_01_20_35_01
at_At1g61120 mips_01_20_13 "putative S-linalool synthase (At1g61120)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g79460 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g23230 mips_01_20_13 "putative vetispiradiene synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g37140 mips_01_20_13 "putative vetispiradiene synthase"
mips_01_20_35
mips_01_20_35_01
at_At3g14490 mips_01_20_13 "terpene synthase-related protein, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g29190 mips_01_20 "terpene synthase-related protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At3g32030 mips_01_20_13 "terpene synthase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g13280 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g13300 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g15870 mips_01_20_13 "delta-cadinene synthase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g16740 mips_01_20_13 "limonene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
at_At4g20230 mips_01_20_13 "terpene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g44630 mips_01_20_13 "terpene cyclase/synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Training Accuracy: 14/14 (100.00%)
Training Frequency class 'mips_01_20_13': 57/4529 (1.26%)
Evaluation on validation data (2278 items):
at_At1g33750 mips_01_20_13 "terpene synthase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g48800 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g61680 mips_01_20 "hypothetical protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At1g66020 mips_01 "hypothetical protein"
mips_01_20
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
mips_99
at_At3g14540 mips_01_20_13 "hypothetical protein"
mips_01_20_35_01
at_At3g25810 mips_01_20_13 "terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g25820 mips_01_20_13 "terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g25830 mips_01_20_13 "limonene cyclase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g20210 mips_01_20_13 "cadinene synthase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g23960 mips_01_20_13 "(+)-delta-cadinene synthase (d-cadinene synthase)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Validation Accuracy: 10/10 (100.00%)
Validation Frequency class 'mips_01_20_13': 28/2278 (1.23%)
Evaluation on propertest data (3835 items):
at_At1g31950 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g70080 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g24210 mips_01_20_13 "myrcene/ocimene synthase (TPS10)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g14520 mips_01_20 "hypothetical protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At3g29110 mips_01_20_13 "putative terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g29410 mips_01_20_13 "terpene synthase, putative"
at_At3g31415 mips_01_20_13 "vetispiradiene synthase, putative, 5' partial"
mips_01_20_35
mips_01_20_35_01
at_At4g16730 mips_01_20_13 "limonene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g20200 mips_01_20 "terpene cyclase like protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At5g28360 - mips_01_01_10 "fragment of 1-aminocyclopropane-1-carboxylate synthase"
mips_01_01_10_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At5g48110 mips_01_20 "terpene synthase"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
Propertest Accuracy: 10/11 (90.91%)
Propertest Frequency class 'mips_01_20_13': 34/3835 (0.89%)
New (unknown) data (2278 items):
at_At1g34060 - no entry null
------------------
Rule 924
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,hymenoptera) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,core_eudicots),keyword(_2,mitochondrion) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,hydrolase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,gastropoda),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,rattus),desc(_2,subunit) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),desc(_2,homolog) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),species(_2,haemophilus_influenzae) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),desc(_2,probable) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transferase) = 0
-> class mips_01_20_13 "biosynthesis of derivatives of homoisopentenyl pyrophosphate"
Evaluation on training data (4529 items):
at_At1g21480 mips_01_20_13 "unknown protein"
at_At1g27440 mips_01_20_13 "unknown protein"
at_At1g67410 mips_01_20_13 "hypothetical protein, 3' partial"
at_At2g20370 mips_01 "unknown protein"
mips_01_20
mips_01_20_13
mips_99
at_At2g28110 mips_01_20_13 "unknown protein"
at_At3g42180 mips_01_20_13 "putative protein"
at_At4g16740 mips_01_20_13 "limonene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
at_At5g19670 mips_01_20_13 "putative protein"
at_At5g20260 mips_01_20 "putative protein"
mips_01_20_13
at_At5g25310 mips_01_20_13 "putative protein"
at_At5g37000 mips_01_20 "putative protein"
mips_01_20_13
at_At5g62220 mips_01_20_13 "putative protein"
at_At5g33290 mips_01_20_13 "unknown protein"
Training Accuracy: 13/13 (100.00%)
Training Frequency class 'mips_01_20_13': 57/4529 (1.26%)
Evaluation on validation data (2278 items):
at_At1g63450 mips_01_20_13 "hypothetical protein"
at_At1g12800 - mips_05_01 "putative protein"
mips_20_25_16
mips_63_03_01
at_At4g38040 mips_01_20_13 "putative protein"
at_At5g22940 mips_01_20_13 "putative protein"
at_At5g44740 - mips_03_01_05_01 "DNA-damage-inducible like protein P"
mips_03_01_05_01_01
mips_03_01_05_01_99
mips_04_05_01_01
mips_30_10
mips_40_37
mips_63_03_01
at_At5g61840 mips_01_20 "unknown protein"
mips_01_20_13
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'mips_01_20_13': 28/2278 (1.23%)
Evaluation on propertest data (3835 items):
at_At1g60890 - mips_06_07_03 "putative phosphatidylinositol-4-phosphate 5-kinase (At1g60890)"
mips_10_01_09
mips_10_01_09_11
at_At1g68470 mips_01_20_13 "hypothetical protein"
at_At2g29040 mips_01_20_13 "hypothetical protein"
at_At2g32740 mips_01_20_13 "hypothetical protein"
at_At3g07620 mips_01 "hypothetical protein"
mips_01_20
mips_01_20_13
mips_99
at_At3g07960 - mips_10_01_09 "putative phosphatidylinositol-4-phosphate 5-kinase"
mips_10_01_99
mips_14_04_03_01
at_At3g16230 - mips_67_01 "unknown protein"
mips_67_01_01
mips_67_04_01_02
at_At4g29060 - mips_05 "unknown protein"
mips_05_04_02
mips_63_03
at_At4g32790 mips_01_20_13 "putative protein"
at_At5g11130 mips_01_20_13 "putative protein"
at_At5g11610 mips_01_20_13 "putative protein"
Propertest Accuracy: 7/11 (63.64%)
Propertest Frequency class 'mips_01_20_13': 34/3835 (0.89%)
New (unknown) data (2278 items):
at_At1g34270 - no entry null
at_At1g54520 - no entry null
at_At1g74680 - no entry null
at_At2g31990 - no entry null
at_At2g35100 - no entry null
at_At3g09070 - no entry null
at_At3g45400 - no entry null
at_At4g13990 - no entry null
at_At4g22580 - no entry null
at_At5g16890 - no entry null
at_At5g44930 - no entry null
at_At1g14170 - mips_06_13 "unknown protein"
at_At2g32750 - no entry null
at_At3g02990 - no entry null
at_At3g03650 - no entry null
at_At3g30655 - no entry null
at_At5g41250 - no entry null
------------------
Rule 3269
eval(_1,_2,0.0-9.0e-25),db_ref(_2,genew) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,thermotogae) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,escherichia),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 1
-> class mips_01_20_15 "biosynthesis of derivatives of dehydroquinic acid, shikimic acid and chorismic acid"
Evaluation on training data (4529 items):
at_At1g03390 mips_01_20_15 "hypothetical protein"
mips_01_20_99
at_At2g25150 mips_01_20_15 "unknown protein"
mips_01_20_99
at_At3g29680 mips_01_20_15 "anthocyanin 5-aromatic acyltransferase, putative"
at_At3g29720 mips_01_20_15 "hypothetical protein"
at_At4g13840 mips_01_06 "fatty acid elongase - like protein (cer2-like)"
mips_01_06_01
mips_01_20
mips_01_20_15
at_At4g15390 mips_01_20_15 "HSR201 like protein"
mips_01_20_99
mips_11_05_03
at_At4g31910 mips_01_20_15 "putative protein"
mips_01_20_99
mips_11_05_03
at_At5g17540 mips_01_20_15 "putative protein"
mips_01_20_99
mips_11_05_03
at_At5g39080 mips_01_20_15 "acyltransferase -like protein"
at_At5g48930 mips_01_20_15 "anthranilate N-benzoyltransferase"
mips_01_20_99
at_At5g57840 mips_01_20_15 "N-hydroxycinnamoyl/benzoyltransferase"
mips_01_20_35_01
mips_01_20_99
at_At5g63560 mips_01_20_15 "acyltransferase-like protein"
mips_01_20_99
at_At5g07080 mips_01_20_15 "putative protein"
mips_01_20_99
at_At5g07850 mips_01_20_15 "proanthranilate N-benzoyltransferase -like protein"
mips_01_20_35
mips_01_20_35_01
at_At5g41040 mips_01_20_15 "N-hydroxycinnamoyl/benzoyltransferase-like protein"
mips_01_20_99
mips_11_05_03
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'mips_01_20_15': 40/4529 (0.88%)
Evaluation on validation data (2278 items):
at_At1g32910 mips_01_20_15 "hypothetical protein"
mips_01_20_99
at_At3g23840 mips_01_06_01 "hypothetical protein"
mips_01_20_15
mips_01_20_99
mips_11_05_03
at_At3g47170 mips_01_20_15 "hypersensitivity-related protein-like protein"
mips_11_05_03
at_At4g24510 mips_01_06_01 "CER2"
mips_01_20_15
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_01_20_15': 14/2278 (0.61%)
Evaluation on propertest data (3835 items):
at_At1g31490 mips_01_20_15 "putative protein"
mips_01_20_99
at_At1g78990 mips_01_20_15 ""
mips_01_20_99
mips_11_05_03
at_At3g29590 mips_01_20_15 "Anthocyanin 5-aromatic acyltransferase, putative"
at_At3g48720 mips_01_20_15 "putative protein"
mips_01_20_99
mips_11_05
mips_11_05_03
at_At3g49190 - mips_01_20_37 "putative protein"
mips_01_20_37_03
at_At5g16410 mips_01_20_15 "putative protein"
mips_01_20_99
mips_11_05_03
at_At5g61160 mips_01_20_15 "anthocyanin 5-aromatic acyltransferase - like protein"
Propertest Accuracy: 6/7 (85.71%)
Propertest Frequency class 'mips_01_20_15': 27/3835 (0.70%)
New (unknown) data (2278 items):
at_At1g72110 - no entry null
at_At3g49200 - no entry null
at_At5g37300 - no entry null
at_At5g53380 - no entry null
at_At5g53390 - no entry null
at_At3g05390 - no entry null
at_At3g49210 - no entry null
at_At5g16350 - no entry null
------------------
Rule 3929
eval(_1,_2,0.0-9.0e-25),db_ref(_2,smart),desc(_2,putative) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,homolog) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,streptococcaceae),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),desc(_2,region) = 1
-> class mips_01_20_23 "biosynthesis of secondary products derived from L-methionine"
Evaluation on training data (4529 items):
at_At1g62960 mips_01_01_01 "1-aminocyclopropane-1-carboxylate synthase, putative"
mips_01_01_10_03
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At2g22810 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase (ACS4)"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At4g08040 mips_01_01_01_07 "putative protein"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At4g26200 mips_01_01 "1-aminocyclopropane-1-carboxylate synthase -like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
at_At5g65800 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase ACS5 (pir||S71174)"
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At1g01480 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase (ACC2)"
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'mips_01_20_23': 17/4529 (0.38%)
Evaluation on validation data (2278 items):
at_At1g80360 mips_01_01 "putative aspartate aminotransferase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_25
mips_01_20_35
mips_63_21
mips_63_21_17
at_At3g16630 - mips_08_22 "kinesin-like protein"
mips_08_22_01
mips_30_04_05
mips_40_04_05
mips_63_06
at_At3g19670 - mips_04_05_05 "unknown protein"
mips_40_10_99
at_At4g11280 mips_01_01_01_07 "ACC synthase (AtACS-6)"
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
Validation Accuracy: 2/4 (50.00%)
Validation Frequency class 'mips_01_20_23': 5/2278 (0.22%)
Evaluation on propertest data (3835 items):
at_At1g56500 - mips_13_07 "unknown protein (At1g56500)"
mips_20_25
mips_20_25_16
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_27
mips_63_07
mips_63_13
mips_63_13_99
at_At3g49700 mips_01 "1-aminocyclopropane-1-carboxylate synthase -like protein"
mips_01_01
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
mips_98
at_At3g61510 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase-like protein"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_10
mips_14_20
mips_20_20
mips_20_20_18
at_At4g37770 mips_01_01 "1-aminocyclopropane-1-carboxylate synthase - like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
at_At5g26830 - mips_01_03_16 "threonyl-tRNA synthetase"
mips_04_03
mips_04_03_01
mips_05_10
at_At5g51690 mips_01_01 "ACS12 (MIO24.18)"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
Propertest Accuracy: 4/6 (66.67%)
Propertest Frequency class 'mips_01_20_23': 16/3835 (0.42%)
New (unknown) data (2278 items):
at_At1g63210 - no entry null
------------------
Rule 3823
eval(_1,_2,2.0e-5-4.0e-3),desc(_2,myosin) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,metatheria) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,entamoebidae) = 0
eval(_1,_2,4.0e-3-0.1),species(_2,haemophilus_influenzae),db_ref(_2,hamap) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,spirochaetes),keyword(_2,transferase) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,saccharomyces),desc(_2,serine) = 0
eval(_1,_2,9.0e-25-8.0e-10),species(_2,escherichia_coli),db_ref(_2,smart) = 0
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,smart),desc(_2,putative) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,type) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,rosidae),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,rodentia),keyword(_2,polymorphism) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,drosophila),db_ref(_2,prodom) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria),desc(_2,hypothetical) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,gammaproteobacteria),keyword(_2,signal) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,synechocystis),db_ref(_2,prints) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,glycine) = 0
-> class mips_01_20_50 "catabolism of secondary metabolites"
Evaluation on training data (4529 items):
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_At1g03630 mips_01_01 "protochlorophyllide reductase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_30_26
mips_30_26_03
at_At1g54870 mips_01 "putative protein (At1g54870)"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_16
at_At1g62610 mips_01_01 "similar to glucose 1-dehydrogenase (AB000617); similar to EST gb|T88100"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
at_At1g63380 mips_01_01_01_11 "reductase, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At2g02000 mips_01_01_01_11 "putative glutamate decarboxylase"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
mips_03_01_05_01
at_At2g02010 mips_01_01_01_11 "putative glutamate decarboxylase"
mips_01_01_01_11_15
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
at_At1g07440 mips_01_01_01_11 "tropinone reductase-I, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g07450 mips_01_01_01_11 "tropinone reductase-I, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29280 mips_01_01_01_11 "pseudogene"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29300 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29310 mips_01_01_10_05 "putative tropinone reductase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29320 mips_01_01_01_11 "tropinone reductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At2g29360 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_10
mips_14_10_02
mips_40_19
mips_67_15
at_At2g37540 mips_01_01_01_11 "putative oxidoreductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At2g47120 mips_01_01_01_11 "putative alcohol dehydrogenase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At2g47130 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At2g47140 mips_01_01_01 "alcohol dehydrogenase like protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At2g47150 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67_15
at_At3g08860 mips_01_01_01_01 "putative aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_20_50
mips_20_25_01
mips_20_25_01_01
at_At3g12790 mips_01_01_01 "unknown protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_40_16
at_At3g13682 mips_01_20_17_03 "hypothetical protein"
mips_01_20_50
at_At3g26770 mips_01_01_01_11 "short chain alcohol dehydrogenase like protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
at_At3g46170 mips_01_01 "dehydrogenase -like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g47350 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g47360 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At3g51680 mips_01_01_01_11 "short-chain alcohol dehydrogenase-like protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At3g55290 mips_01_01_01_11 "oxidoreductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At3g59710 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_05
mips_01_20_50
at_At4g05530 mips_01_01_10_05 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At4g09750 mips_01_05_01_01_09 "putative protein"
mips_01_05_01_01_11
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g10020 mips_01_01 "putative oxidoreductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At4g13180 mips_01_01_10_05 "short-chain alcohol dehydrogenase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
at_At4g13250 mips_01_01_01_11 "unknown protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At4g23420 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_67_15
at_At4g39660 mips_01_01_10 "alanine:glyoxylate aminotransferase 2 homolog (AGT2)"
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07_01
mips_01_20_50
mips_20_25_01
mips_20_25_01_01
at_At5g10050 mips_01_01_01_11 "putative protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At5g18210 mips_01_01 "Brn1-like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At5g50130 mips_01_01 "ribitol dehydrogenase-like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_01
mips_14_01_01
mips_67_15
at_At5g50600 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g50690 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g50770 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g51030 mips_01_01_01_11 "carbonyl reductase-like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At5g02540 mips_01_01_01_11 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At2g29160 mips_01_01_01_11 "pseudogene"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
mips_14_10
mips_14_10_02
mips_40_19
at_At2g29170 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
Training Accuracy: 46/46 (100.00%)
Training Frequency class 'mips_01_20_50': 81/4529 (1.79%)
Evaluation on validation data (2278 items):
at_At1g24360 mips_01_01_01_11 "putative 3-oxoacyl [acyl-carrier protein] reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At1g27980 - mips_01_01_01_01 "putative protein"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_06_04
at_At1g52340 mips_01_01_01_11 "short chain alcohol dehydrogenase, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At1g15710 - mips_01_01_01_15 "arogenate dehydrogenase isoform 2"
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
at_At2g22910 - mips_01_01_01_01 "putative amino acid acetyltransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_02_01
at_At2g29340 mips_01_01_10_05 "tropinone reductase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
mips_67_15
at_At2g29370 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At2g24190 - mips_01_20_05 "putative carbonyl reductase"
mips_01_20_05_09
mips_11_07
mips_11_07_07
at_At2g24580 - mips_01_01_01_11 "putative sarcosine oxidase"
mips_01_01_01_11_01
mips_01_01_01_11_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_05
mips_01_01_10_05
mips_40_19
mips_43
mips_43_03
mips_43_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_11_09
mips_48
mips_63_11
mips_63_21
mips_63_21_05
at_At3g55310 mips_01_01_01_11 "beta-ketoacyl-ACP reductase - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At3g26760 mips_01_01 "putative short chain alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g29250 mips_01_01 "short-chain alcohol dehydrogenase, putative"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g22200 mips_01_01 "aminotransferase like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07
mips_01_07_01
mips_01_20_17
mips_01_20_50
mips_20_25
mips_20_25_01
mips_20_25_01_01
at_At4g03140 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At4g11410 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_01
mips_14_01_01
mips_14_05
mips_67_15
at_At4g20760 mips_01_01 "cell-cell signaling protein csgA - like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
at_At4g20930 - mips_01_01_01_15 "3-hydroxyisobutyrate dehydrogenase -like protein"
mips_01_01_10
mips_01_01_10_04
mips_02_07
mips_02_07_01
at_At4g23430 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g27440 mips_01_01_01 "protochlorophyllide reductase precursor"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_26
mips_30_26_03
at_At5g04900 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At5g06060 mips_01_01_10_05 "short chain alcohol dehydrogenase-like"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At5g19200 mips_01_01_01_11 "FVT1 - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_40_27
at_At5g50700 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g53090 mips_01_01_01 "protochlorophyllide reductase; oxidoreductase required for shoot apex development"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At5g54770 - mips_01_07 "thiazole biosynthetic enzyme precursor (ARA6) (sp|Q38814)"
mips_01_07_99
mips_03
mips_03_01
mips_03_01_05
mips_03_01_05_01
Validation Accuracy: 18/25 (72.00%)
Validation Frequency class 'mips_01_20_50': 34/2278 (1.49%)
Evaluation on propertest data (3835 items):
at_At1g43710 mips_01_01_01_11 "putative histidine decarboxylase"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
mips_03_01_05_01
at_At1g64590 mips_01_01_10_05 "oxidoreductase, putative"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At1g67730 mips_01_01_01_11 "b-keto acyl reductase (glossy8)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_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_At1g01800 - mips_01_20_05 "putative short-chain dehydrogenase"
mips_01_20_05_09
mips_11_07
mips_11_07_07
at_At1g71180 - mips_01_01_01 "putative dehydrogenase (At1g71180)"
mips_01_01_01_15
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_07
at_At2g05990 mips_01_01_01 "enoyl-ACP reductase (ENR1)"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At2g07640 mips_01_01_01 "unknown protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At2g17420 - mips_01_02_01 "putative thioredoxin reductase"
mips_01_03_04
mips_01_03_07
mips_01_20_37
mips_01_20_37_01
mips_11_01_01
mips_63_21
mips_63_21_05
at_At2g29290 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At2g29330 mips_01 "putative tropinone reductase"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_20
mips_40_03
mips_40_19
mips_67
mips_67_15
mips_98
at_At2g29350 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_19
mips_67_15
at_At2g30670 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_03
mips_40_19
mips_67
mips_67_15
at_At2g31250 - mips_01_01 "putative glutamyl tRNA reductase"
mips_01_01_01
mips_01_01_01_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_19
mips_01_20_19_01
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63_99
at_At3g03330 mips_01 "unknown protein"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40
mips_40_16
at_At3g03980 mips_01_01_01 "putative short-chain type dehydrogenase/reductase"
mips_01_01_10_05
mips_01_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67
mips_67_15
at_At3g04000 mips_01_01_01_11 "short-chain type dehydrogenase/reductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At3g05260 mips_01_01 "putative glucose and ribitol dehydrogenase homolog"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
at_At3g06060 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_20_50
at_At3g10390 mips_01_20_17_03 "hypothetical protein"
mips_01_20_50
mips_10
mips_13
mips_13_03
mips_13_03_01
at_At3g19480 - mips_01_01 "phosphoglycerate dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_02_01
mips_02_07
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_13
mips_13_03
mips_13_03_01
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67
mips_67_15
at_At3g29260 mips_01_01_10_05 "short-chain alcohol dehydrogenase, putative"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g42960 mips_01_01_01_11 "alcohol dehydrogenase (ATA1)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At3g50560 mips_01 "unknown protein"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_19
mips_67
mips_67_15
at_At3g61220 - mips_01_20_05 "putative protein"
mips_01_20_05_09
mips_11_07_07
at_At4g24050 mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g27760 mips_01_01_01_11 "forever young gene (FEY) (fragment)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
at_At4g35460 - mips_01_02 "thioredoxin reductase (NADPH) 2"
mips_01_02_01
mips_01_03_04
mips_01_03_07
mips_01_20_37
mips_01_20_37_01
mips_63_21
mips_63_21_05
at_At4g23590 - mips_01_01_01_11 "tyrosine transaminase like protein"
mips_01_01_01_11_09
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_14_20
mips_20_20
mips_20_20_18
at_At4g23600 - mips_01_01_01_11 "tyrosine transaminase like protein"
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At5g15940 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_40_19
at_At5g34930 - mips_01_01 "arogenate dehydrogenase"
mips_01_01_01
at_At5g50590 mips_01_01 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67_15
at_At5g53100 mips_01_01_10_05 "protochlorophyllide reductase; oxidoreductase required for shoot apex development"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_14_01_01
mips_14_05
at_At5g05320 - mips_01_01_10_05 "monooxygenase"
mips_01_01_10_05_07
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_33
mips_67_15
at_At5g54190 - mips_01_05_01_01_01 "NADPH:protochlorophyllide oxidoreductase A (gb|AAC49043.1)"
mips_01_06_01_05
mips_02_07
mips_30_26
mips_30_26_03
at_At5g61830 - mips_01_20_05 "carbonyl reductase - like protein"
mips_01_20_05_09
mips_11_07
mips_11_07_07
Propertest Accuracy: 24/37 (64.86%)
Propertest Frequency class 'mips_01_20_50': 60/3835 (1.56%)
New (unknown) data (2278 items):
at_At3g10230 - no entry null
at_At3g20790 - no entry null
at_At5g11330 - mips_01_07 "putative protein"
at_At5g04070 - no entry null
at_At5g08300 - mips_02_10 "succinyl-CoA-ligase alpha subunit"
at_At3g23500 - no entry null
at_At5g39410 - no entry null
at_At3g01980 - no entry null
------------------
Rule 2139
eval(_1,_2,8.0e-10-2.0e-5),desc(_2,type) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,349.0-485.0),keyword(_2,hypothetical_protein) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,genew) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,alphaproteobacteria) = 1
-> class mips_01_20_50 "catabolism of secondary metabolites"
Evaluation on training data (4529 items):
at_At1g21130 mips_01_20_17 "O-methyltransferase, putative"
mips_01_20_17_03
mips_01_20_50
at_At1g62900 mips_01_20_17_03 "O-methyltransferase 1, putative"
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At3g45080 mips_01_20_17_03 "sulfotransferase-like protein"
mips_01_20_50
at_At3g53140 mips_01_20_05 "caffeic acid O-methyltransferase - like protein"
mips_01_20_05_11
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05_04
mips_11_05_05
mips_11_05_05_01
at_At4g35160 mips_01_20_17 "O-methyltransferase - like protein"
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05_04
at_At5g37170 mips_01_20_17 "caffeic acid O-methyltransferase-like protein"
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05_04
at_At5g54160 mips_01_20 "O-methyltransferase"
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05
mips_05_04
mips_20
at_At1g77530 mips_01_20_17 "putative caffeic acid 3-O-methyltransferase"
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
Training Accuracy: 8/8 (100.00%)
Training Frequency class 'mips_01_20_50': 81/4529 (1.79%)
Evaluation on validation data (2278 items):
at_At1g63140 mips_01_20_17_03 "caffeic O-methyltransferase, putative"
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At1g77520 mips_01_20_17_03 "putative caffeic acid 3-O-methyltransferase"
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At1g78140 - mips_01_07_01 "unknown protein"
at_At1g21100 mips_01_20 "O-methyltransferase, putative"
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05
mips_05_04
mips_20
at_At1g21110 mips_01_20_17 "O-methyltransferase, putative"
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05_04
at_At3g44330 - mips_06_13 "putative protein"
mips_06_13_04
mips_08_19
mips_13
mips_13_01_01
mips_13_01_01_01
mips_14
mips_14_04
mips_40_22
mips_40_25
mips_63_17_01
mips_67
at_At5g14600 - mips_05_07 "putative protein"
mips_25_05_25
Validation Accuracy: 4/7 (57.14%)
Validation Frequency class 'mips_01_20_50': 34/2278 (1.49%)
Evaluation on propertest data (3835 items):
at_At1g21120 mips_01 "O-methyltransferase, putative"
mips_01_20
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05
mips_05_04
mips_20
mips_98
at_At1g33030 mips_01_20_17 "putative protein"
mips_01_20_17_03
mips_01_20_35_01
mips_01_20_50
at_At1g51990 mips_01_20_17_03 ""
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At1g76790 mips_01_20 "catechol O-methyltransferase like protein"
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05
mips_05_04
mips_20
at_At2g39630 - mips_01_05_01_03_01 "putative dolichyl-phosphate beta-glucosyltransferase"
mips_01_05_01_03_02
mips_06_07_02
at_At3g52640 - mips_06_07_11 "putative protein"
mips_06_13_01
mips_06_13_04
mips_40_25
mips_63_17
mips_63_17_01
at_At4g35150 mips_01_20_17_03 "O-methyltransferase - like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At5g53810 mips_01 "caffeic acid 3-O-methyltransferase-like protein"
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_40
mips_98
Propertest Accuracy: 6/8 (75.00%)
Propertest Frequency class 'mips_01_20_50': 60/3835 (1.56%)
New (unknown) data (2278 items):
------------------
Rule 4024
eval(_1,_2,0.0-9.0e-25),classification(_2,sorghum) = 1
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,alphaproteobacteria),db_ref(_2,prosite) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,inner_membrane),db_ref(_2,sgd) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,solanales),keyword(_2,transmembrane) = 0
-> class mips_02_16_03 "lactate fermentation"
Evaluation on training data (4529 items):
at_At3g15020 mips_01_05_01_03 "mitochondrial NAD-dependent malate dehydrogenase, putative"
mips_02_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
mips_63_99
at_At3g47520 mips_02 "chloroplast NAD-dependent malate dehydrogenase"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_02_01
mips_02_16
mips_02_16_03
mips_40_03
mips_40_10_99
mips_40_16
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
at_At5g43330 mips_01_01 "cytosolic malate dehydrogenase"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_16
mips_45
mips_45_03
mips_45_03_12
at_At5g56720 mips_01_01_01_15 "cytosolic malate dehydrogenase"
mips_02_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At5g58330 mips_01_01 "NADP-dependent malate dehydrogenase"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_02_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_63_99
Training Accuracy: 5/5 (100.00%)
Training Frequency class 'mips_02_16_03': 9/4529 (0.20%)
Evaluation on validation data (2278 items):
at_At4g17260 mips_01_05_01_01_03 "lactate dehydrogenase (LDH1)"
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_03
mips_47_03_03_01
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At5g09660 mips_01_05_01_03 "microbody NAD-dependent malate dehydrogenase"
mips_02_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_02_16_03': 4/2278 (0.18%)
Evaluation on propertest data (3835 items):
at_At1g04410 mips_01_01 "malate dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_40_16
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_63_99
at_At1g53240 mips_02_01 "similar to mitochondrial NAD-dependent malate dehydrogenase"
mips_02_16
mips_02_16_03
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_15
mips_47_03_15_07
mips_63_99
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
Propertest Accuracy: 2/3 (66.67%)
Propertest Frequency class 'mips_02_16_03': 3/3835 (0.08%)
New (unknown) data (2278 items):
at_At1g75260 - no entry null
at_At3g09450 - no entry null
------------------
Rule 3307
eval(_1,_2,4.0e-3-0.1),classification(_2,liliopsida) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,enterobacter) = 0
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,transmembrane) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,salmonella),keyword(_2,complete_proteome) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria),desc(_2,in) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,escherichia),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,phaseoleae) = 1
-> class mips_02_16_13 "acetate fermentation"
Evaluation on training data (4529 items):
at_At1g20490 mips_01_05_01_01_03 "hypothetical protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_30_01
mips_40_19
at_At1g20500 mips_01_05_01_01_03 "hypothetical protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
at_At1g21540 mips_01_05_01_01_03 "amp-binding protein, putative"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_02_16
mips_02_16_13
mips_02_25
at_At1g51680 - mips_01_06_01_01 "4-coumarate--coenzyme A ligase (At4CL1)"
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_67_13
at_At1g65880 - mips_01_06_01 ""
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_02_99
mips_30_01
at_At1g66120 - mips_01_06_01_01 "hypothetical protein"
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_25
at_At1g68270 - mips_02 "putative amp-binding protein"
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_35_01_05
mips_02_25
at_At1g75960 mips_01_05_01_01_03 "AMP-binding protein, putative"
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At1g76290 mips_01_05_01_01_03 "putative AMP-binding protein"
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_40_19
at_At1g77240 mips_01_05_01_01_03 "hypothetical protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At3g16910 - mips_01_06_01 "AMP-binding protein, putative"
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_20_03
mips_40_27
mips_40_27_99
at_At4g19010 mips_01_05_01_01_03 "4-coumarate-CoA ligase - like"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_10
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_30_01
mips_40_19
at_At5g16340 mips_01_05_01_01 "AMP-binding protein"
mips_01_05_01_01_03
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
Training Accuracy: 8/13 (61.54%)
Training Frequency class 'mips_02_16_13': 9/4529 (0.20%)
Evaluation on validation data (2278 items):
at_At1g65060 mips_01_05_01_01_03 "4-coumarate:CoA ligase 3 (4CL3)"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At1g20480 mips_01_05 "hypothetical protein"
mips_01_05_01_01
mips_01_05_01_01_03
mips_01_06
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At5g35930 - mips_01_20_37 "unknown protein"
mips_01_20_37_03
mips_11_05_03
at_At5g63380 mips_01_05_01_01_03 "4-coumarate-CoA ligase-like protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'mips_02_16_13': 3/2278 (0.13%)
Evaluation on propertest data (3835 items):
at_At1g20510 mips_01_05_01_01_03 "putative 4-coumarate:CoA ligase"
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_16
mips_02_16_13
mips_02_25
at_At1g30520 mips_01_05_01_01_03 "unknown protein (At1g30520)"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_30_01
mips_40_19
at_At1g65890 - mips_01_06_01_01 "putative protein"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_25
at_At1g62940 - mips_01_06_01_01 "4-coumarate:coenzyme A ligase, putative"
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_67_13
at_At1g64400 - mips_01_06_01 "putative acyl-CoA synthetase"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At2g17650 - mips_01_06_01_01 "putative acyl-CoA synthetase"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_20_05
mips_01_20_05_11
mips_01_20_35_01
mips_02_25
at_At2g47240 - mips_01_06_01_05 "putative acyl-CoA synthetase"
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At3g16170 mips_01_05_01_01 "long-chain acyl-CoA like synthetase"
mips_01_05_01_01_03
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_01_20_36
mips_01_20_37
mips_01_20_37_99
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_05_99
mips_40_19
at_At3g21230 mips_02 "putative 4-coumarate:CoA ligase 2"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
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_02_16
mips_02_16_13
mips_02_25
at_At3g21240 mips_01_05_01_01_03 "putative 4-coumarate:CoA ligase 2"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At3g48990 mips_01_05_01_01 "4-coumarate-CoA ligase -like protein"
mips_01_05_01_01_03
mips_01_06
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_02_16
mips_02_16_13
mips_02_25
at_At5g16370 mips_01_05_01_01_03 "AMP-binding protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
at_At5g23050 mips_01_05_01_01_03 "acetyl-CoA synthetase-like protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_16
mips_02_16_13
mips_02_99
mips_30_01
mips_40_19
at_At5g36880 mips_01_05_01_01_03 "acetyl-CoA synthetase"
mips_01_06_01
mips_01_06_01_05
mips_02_10
mips_02_16
mips_02_16_13
mips_02_99
mips_40_19
Propertest Accuracy: 9/14 (64.29%)
Propertest Frequency class 'mips_02_16_13': 10/3835 (0.26%)
New (unknown) data (2278 items):
at_At4g05160 - no entry null
------------------
Rule 1355
eval(_1,_2,4.0e-3-0.1),species(_2,gallus_gallus__chicken_),desc(_2,precursor) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,core_eudicots),keyword(_2,mitochondrion) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,d__3d_structure),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,gastropoda),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),keyword(_2,mitochondrion) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),keyword(_2,zinc_finger) = 1
-> class mips_03_01_03 "DNA synthesis and replication"
Evaluation on training data (4529 items):
at_At1g34710 mips_03_01_03 "hypothetical protein"
at_At2g14450 mips_03_01 "putative replication protein A1"
mips_03_01_03
at_At2g05890 mips_03 "putative replication protein A1"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_03
mips_40_10_99
mips_63_03
at_At2g07630 mips_03 "putative replication protein A1"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_05
mips_40
mips_40_10
mips_40_10_99
mips_63_03
mips_63_19
at_At2g10370 mips_03_01_03 "putative replication protein A1"
at_At2g10540 mips_03_01_03 "pseudogene"
at_At2g24900 mips_03_01 "putative replication protein A1"
mips_03_01_03
at_At3g13260 mips_03_01_03 "hypothetical protein"
at_At3g31930 mips_03 "hypothetical protein"
mips_03_01
mips_03_01_03
at_At3g32270 mips_03_01 "hypothetical protein"
mips_03_01_03
at_At3g42460 mips_03_01_03 "putative protein"
at_At4g05570 mips_03_01_03 ""
at_At4g07310 mips_03 ""
mips_03_01
mips_03_01_03
at_At4g07430 mips_03_01_03 ""
at_At5g27480 mips_03_01 "putative protein"
mips_03_01_03
at_At5g28980 mips_03 "replication protein - like"
mips_03_01
mips_03_01_03
mips_99
at_At5g35040 mips_03_01_03 "replication protein A1 - like"
at_At5g35270 mips_03_01 "putative protein"
mips_03_01_03
at_At5g36830 mips_03_01_03 "putative protein"
at_At5g61000 mips_03 "RNA helicase"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_03
mips_05
mips_05_04
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_03
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_63_19
at_At5g08020 mips_03_01_03 "replication factor A - like protein"
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_03
mips_05_04
mips_14_04_03
mips_14_04_03_03
mips_40_10_99
at_At5g30380 mips_03_01 "putative protein"
mips_03_01_03
mips_29
at_At5g33200 mips_03_01_03 "putative protein"
mips_03_01_05
Training Accuracy: 23/23 (100.00%)
Training Frequency class 'mips_03_01_03': 108/4529 (2.38%)
Evaluation on validation data (2278 items):
at_At1g35920 - mips_03_01_05_01 "hypothetical protein"
mips_03_01_05_03
mips_14_04_03
mips_14_04_03_03
at_At1g44860 mips_03_01_03 "hypothetical protein"
at_At1g52950 mips_03 "replication protein A1, putative"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_03
mips_05
mips_05_04
mips_40_10_99
mips_63_03
mips_63_19
at_At1g15310 - mips_08_16 "putative signal recognition particle 54 kDa subunit"
mips_08_16_05
mips_63_19_05
at_At2g14330 mips_03_01_03 "putative replication protein A1"
mips_40_10_99
at_At3g30500 mips_03_01 "hypothetical protein"
mips_03_01_03
at_At3g30550 - mips_03_01_05_01 "putative replication protein"
mips_03_01_05_03
at_At3g31990 - mips_14_04_03 "hypothetical protein"
mips_14_04_03_03
at_At3g42400 mips_03 "putative replication protein"
mips_03_01
mips_03_01_03
at_At3g42980 mips_03_01_03 "putative protein"
mips_03_01_05
at_At3g43040 mips_03_01_03 "putative protein"
at_At5g07210 - mips_01_04_04 "putative protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At5g28940 - mips_03_01_05_01 "replication protein - like"
mips_03_01_05_03
at_At5g34950 mips_03_01_03 "putative protein"
at_At5g35280 mips_03_01_03 "putative protein"
at_At5g37080 mips_03 "putative protein"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_03
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_99
Validation Accuracy: 10/16 (62.50%)
Validation Frequency class 'mips_03_01_03': 57/2278 (2.50%)
Evaluation on propertest data (3835 items):
at_At1g36510 mips_03_01_03 "hypothetical protein"
at_At1g01210 - mips_01 "hypothetical protein"
mips_01_03
mips_01_03_01
mips_01_03_04
mips_01_03_99
mips_04
mips_04_01
mips_04_01_01
mips_04_05
mips_04_05_01
mips_04_05_01_01
mips_04_05_01_04
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_63_03_01
mips_63_17
mips_63_17_09
at_At1g35950 mips_03_01 "hypothetical protein"
mips_03_01_03
at_At1g42400 mips_03_01_03 "hypothetical protein"
at_At2g14780 mips_03_01_03 "putative replication protein A1"
at_At2g06510 mips_03_01_03 "putative replication protein A1"
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_03
mips_05_04
mips_14_04_03
mips_14_04_03_03
mips_40_10_99
at_At3g43100 mips_03_01_03 "putative protein"
at_At5g33240 mips_03_01_03 "putative protein"
at_At5g37100 mips_03_01_03 "putative protein"
Propertest Accuracy: 8/9 (88.89%)
Propertest Frequency class 'mips_03_01_03': 84/3835 (2.19%)
New (unknown) data (2278 items):
at_At1g14800 - no entry null
at_At3g54460 - no entry null
at_At2g05860 - no entry null
at_At2g05880 - no entry null
at_At2g11150 - no entry null
at_At2g12140 - no entry null
at_At2g16330 - no entry null
at_At3g31510 - no entry null
at_At3g32260 - no entry null
at_At3g42760 - no entry null
at_At4g03640 - no entry null
at_At4g07440 - no entry null
at_At4g07450 - no entry null
at_At4g22720 - mips_06_99 "glycoprotein endopeptidase - like protein"
at_At5g33420 - no entry null
at_At5g35250 - no entry null
at_At5g36050 - no entry null
at_At1g27810 - no entry null
at_At1g35090 - no entry null
at_At2g16160 - no entry null
at_At2g11510 - no entry null
at_At3g45350 - no entry null
at_At4g07690 - no entry null
at_At4g28440 - no entry null
at_At5g33410 - no entry null
at_At1g23750 - no entry null
at_At1g45080 - no entry null
at_At1g35930 - no entry null
at_At2g05480 - no entry null
at_At2g06610 - no entry null
at_At2g06690 - no entry null
at_At2g07320 - mips_29_99 "Mutator-like transposase"
at_At2g10840 - mips_29 "putative replication protein A1"
at_At2g09960 - no entry null
at_At3g42410 - no entry null
at_At3g42620 - no entry null
at_At3g43370 - no entry null
at_At4g07340 - no entry null
at_At4g09400 - no entry null
at_At4g15600 - mips_29_01 "hypothetical protein"
at_At4g19300 - no entry null
at_At4g03670 - no entry null
at_At5g35260 - no entry null
------------------
Rule 785
eval(_1,_2,0.0-9.0e-25),classification(_2,pisum) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),desc(_2,myosin) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,aeropyrum),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),desc(_2,region) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),db_ref(_2,prodom) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,triticum) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,actinobacteria) = 0
-> class mips_03_01_99 "other DNA processing"
Evaluation on training data (4529 items):
at_At1g07660 mips_03_01_99 "histone H4"
mips_30_10
mips_40_10_03
at_At2g28720 mips_03_01_99 "putative histone H2B"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At2g28750 mips_03_01_99 "pseudogene"
at_At2g37470 mips_03 "putative histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_98
at_At3g46030 mips_03_01_99 "histone H2B -like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
at_At3g46320 mips_03_01_99 "histone H4-like protein"
at_At5g18110 mips_03_01_99 "eukaryotic cap-binding protein (gb|AAC17220.1)"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_03
mips_03_03_04_07
mips_05_04
at_At5g22880 mips_03_01_99 "histone H2B like protein (emb|CAA69025.1)"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g35620 mips_03_01_99 "eIF4Eiso protein (emb|CAA71579.1)"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_03
mips_03_03_04_07
at_At5g59970 mips_03_01 "histone H4 - like protein"
mips_03_01_99
at_At5g02570 mips_03_01_99 "putative protein"
Training Accuracy: 11/11 (100.00%)
Training Frequency class 'mips_03_01_99': 73/4529 (1.61%)
Evaluation on validation data (2278 items):
at_At1g07790 mips_03 "histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At3g61300 - mips_01_01_01 "anthranilate phosphoribosyltransferase-like protein"
mips_01_03
mips_01_03_01
mips_01_03_04
mips_01_20_35
mips_01_20_35_01
at_At3g45980 mips_03_01 "histone H2B"
mips_03_01_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g09480 mips_03 "putative histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At4g18040 mips_03_01_99 "translation initiation factor eIF4E"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_03
mips_03_03_04_07
at_At5g59910 mips_03_01_99 "histone H2B - like protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10_03
Validation Accuracy: 5/6 (83.33%)
Validation Frequency class 'mips_03_01_99': 29/2278 (1.27%)
Evaluation on propertest data (3835 items):
at_At1g29550 mips_03_01_99 "eukaryotic translation initiation factor 4E, putative"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_03
mips_03_03_04_07
at_At1g29590 mips_03_01 "eukaryotic translation initiation factor 4E, putative"
mips_03_01_99
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_03
mips_03_03_04_07
mips_05
mips_05_04
at_At1g07820 mips_03 "histone H4"
mips_03_01
mips_03_01_99
mips_14_04
mips_25_05
mips_30
at_At1g08170 mips_03_01_99 "hypothetical protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
at_At2g25080 - mips_11_07_07 "putative glutathione peroxidase"
mips_67_15
at_At3g45930 mips_03_01_99 "Histone H4 - like protein"
at_At3g53650 mips_03_01_99 "histone H2B - like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g53730 mips_03_01_99 "histone H4-like protein"
mips_30_10
mips_40_10_03
at_At5g12970 - mips_01_03_01 "anthranilate phosphoribosyltransferase -like protein"
mips_01_03_04
mips_01_20_35
mips_01_20_35_01
at_At5g59690 mips_03_01_99 "histone H4 - like protein"
Propertest Accuracy: 8/10 (80.00%)
Propertest Frequency class 'mips_03_01_99': 68/3835 (1.77%)
New (unknown) data (2278 items):
at_At1g27190 - no entry null
at_At3g07060 - no entry null
at_At3g13772 - mips_40_22 "multispanning membrane protein, putative"
mips_67_01
at_At2g03850 - mips_25_03 "putative cold-regulated protein"
at_At1g14670 - mips_40_22 "endomembrane protein, putative"
mips_67_01
at_At2g18950 - no entry null
at_At2g42530 - no entry null
at_At2g43850 - no entry null
at_At3g51810 - no entry null
at_At2g40780 - no entry null
at_At5g54710 - mips_30_04 "putative protein"
mips_63_07
------------------
Rule 1790
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,genew) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eukaryota),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,schizosaccharomyces),db_ref(_2,prodom) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,vibrionales),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),classification(_2,eurosids_ii) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),species(_2,haemophilus_influenzae) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,saccharomycetales) = 0
-> class mips_04_01_04 "rRNA processing"
Evaluation on training data (4529 items):
at_At1g56310 mips_04_01 "hypothetical protein"
mips_04_01_04
mips_14_20
mips_40_10_07
at_At4g40000 mips_03_03 "proliferating-cell nucleolar antigen - like protein"
mips_03_03_01
mips_04_01
mips_04_01_04
mips_04_03
mips_04_03_06
mips_40_10_07
at_At2g22400 mips_04_01 "unknown protein"
mips_04_01_04
mips_04_03
mips_04_03_06
mips_40_10_07
at_At2g25910 mips_04_01 "unknown protein"
mips_04_01_04
mips_14_20
mips_25_05_25
mips_40_10_07
mips_40_16
at_At3g11770 mips_04_01 "unknown protein"
mips_04_01_04
mips_14_20
mips_25_05_25
mips_40_10_07
at_At4g13870 mips_04_01 "putative protein"
mips_04_01_04
mips_14_20
mips_40_10_07
at_At4g26600 mips_03_01_03 "unknown protein"
mips_04_01
mips_04_01_04
mips_40_10_07
at_At4g38020 mips_04_01 "hypothetical protein"
mips_04_01_04
mips_04_03
mips_04_03_06
at_At5g26180 mips_04_01 "putative protein"
mips_04_01_04
mips_40_10_07
at_At5g35910 mips_04_01 "nucleolar protein-like"
mips_04_01_04
mips_14_20
mips_40_10_07
at_At5g55920 mips_04_01 "nucleolar protein-like"
mips_04_01_04
mips_04_03
mips_04_03_06
mips_40_10_07
at_At5g66180 mips_04_01 "putative protein"
mips_04_01_04
mips_40_10_07
Training Accuracy: 12/12 (100.00%)
Training Frequency class 'mips_04_01_04': 53/4529 (1.17%)
Evaluation on validation data (2278 items):
at_At1g06560 mips_03_01_03 "unknown protein"
mips_04_01
mips_04_01_04
mips_04_03
mips_04_03_06
mips_40_10_07
at_At1g54440 mips_04_01 "hypothetical protein"
mips_04_01_04
mips_14_20
mips_40_10_07
mips_40_16
at_At2g32420 mips_04_01 "hypothetical protein"
mips_04_01_04
mips_14_20
mips_40_10_07
at_At3g13180 mips_04_01 "putative sun (fmu) protein"
mips_04_01_04
mips_40_10_07
at_At3g45880 - mips_01_06_04 "phospholipase - like protein"
at_At5g15390 mips_04_01 "rRNA methylase - like protein"
mips_04_01_04
mips_04_03
mips_04_03_06
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_20
mips_40_03
mips_40_16
mips_63_03
mips_63_03_03
Validation Accuracy: 5/6 (83.33%)
Validation Frequency class 'mips_04_01_04': 24/2278 (1.05%)
Evaluation on propertest data (3835 items):
at_At1g61040 - mips_04_05_01_01 "unknown protein"
mips_20_25_16
at_At1g72090 - mips_01_07_01 "putative protein"
at_At1g06670 - mips_04_05_05 "DEIH-box RNA/DNA helicase"
mips_40_10_99
at_At2g19870 mips_04_01 "Unknown protein"
mips_04_01_04
mips_04_03
mips_04_03_06
at_At3g04600 - mips_05_10 "putative tryptophanyl-tRNA synthetase"
mips_63_03_03
mips_63_11
at_At3g25470 - mips_08 "hemolysin, putative"
mips_08_16
mips_11_05
mips_11_05_05
mips_11_05_05_01
mips_11_05_05_08
mips_40_27
mips_67_01
mips_67_01_09
at_At3g48830 - mips_04_03 "putative protein"
mips_04_03_06
mips_04_05_05
mips_04_05_05_05
at_At5g10880 - mips_05_10 "putative protein"
mips_06_10
mips_63_03_03
mips_63_11
at_At5g15810 - mips_04_03 "N2,N2-dimethylguanine tRNA methyltransferase-like protein"
mips_04_03_03
mips_04_03_06
mips_04_05_05_99
at_At5g58370 - mips_03_03_03 "contains similarity to GTP-binding protein CGPA"
mips_13_05
mips_40_04
mips_40_04_03
mips_48
mips_63_19_05
at_At5g20990 - mips_13_01_01_01 "MOLYBDOPTERIN BIOSYNTHESIS CNX1 PROTEIN"
Propertest Accuracy: 1/11 (9.09%)
Propertest Frequency class 'mips_04_01_04': 36/3835 (0.94%)
New (unknown) data (2278 items):
at_At1g51540 - no entry null
at_At2g35540 - mips_06_01 "putative DnaJ protein"
at_At5g10910 - no entry null
at_At5g26880 - no entry null
at_At5g38750 - mips_05 "putative protein"
mips_05_10
at_At5g48350 - no entry null
at_At1g53860 - no entry null
at_At1g67440 - no entry null
at_At2g33840 - no entry null
at_At3g02660 - mips_05 "putative tyrosyl-tRNA synthetase"
mips_05_04
mips_05_10
mips_40_16
at_At5g55220 - mips_08_16 "unknown protein"
------------------
Rule 2235
eval(_1,_2,4.0e-3-0.1),classification(_2,archaea),desc(_2,alpha) = 0
eval(_1,_2,8.0e-10-2.0e-5),species(_2,haemophilus_influenzae),keyword(_2,hydrolase) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,staphylococcus),desc(_2,precursor) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,staphylococcus),db_ref(_2,tigrfams) = 1
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,38820.0-54204.0),species(_2,mycoplasma_genitalium) = 0
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),db_ref(_2,smart) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),keyword(_2,mitochondrion) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,synechocystis) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,campanulids) = 0
-> class mips_05_04_01 "initiation"
Evaluation on training data (4529 items):
at_At1g16280 mips_04_05_05 "putative ATP-dependent RNA helicase"
mips_04_05_05_11
mips_05_04
mips_05_04_01
mips_14_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At1g51380 mips_04 "putative RNA helicase"
mips_04_01
mips_04_01_04
mips_04_05
mips_04_05_01
mips_04_05_05
mips_04_05_05_11
mips_05
mips_05_04
mips_05_04_01
mips_14
mips_14_01
mips_14_04
mips_25
mips_25_05
mips_25_05_10
mips_33
mips_33_03
mips_33_03_02
mips_40_10
mips_63
mips_63_03
mips_63_19
mips_63_19_03
mips_98
at_At1g55150 mips_04_05_05_11 "Unknown protein (At1g55150; T7N22.9)"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_19_03
at_At2g07750 mips_04_05_05 "putative RNA helicase"
mips_04_05_05_11
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_19_03
at_At2g47330 mips_04_05_05 "putative ATP-dependent RNA helicase"
mips_04_05_05_11
mips_05_04
mips_05_04_01
mips_14_01
mips_33
mips_33_03
mips_33_03_02
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_05
mips_47_03_05_01
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_02
mips_63_19_03
at_At3g22310 mips_04_05_05_11 "putative RNA helicase"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At3g22330 mips_04_05_05_11 "DEAD-Box RNA helicase like protein"
mips_05_04_01
mips_33_03_02
mips_63_19_03
at_At3g53110 mips_04_05_05 "RNA helicase -like protein"
mips_04_05_05_11
mips_05_04_01
mips_33_03_02
mips_45_03_12
mips_47_03_05
mips_47_03_05_01
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_02
mips_63_19_03
at_At4g33370 mips_04_05_05 "putative protein"
mips_04_05_05_11
mips_05_04_01
mips_45_03_12
mips_47_03_05
mips_47_03_05_01
mips_47_03_09
mips_47_03_09_01
at_At5g11170 mips_04 "DEAD BOX RNA helicase RH15 - like protein"
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_99
mips_05
mips_05_01
mips_05_01_01
mips_05_01_99
mips_05_04
mips_05_04_01
mips_40
mips_40_10
mips_63
mips_63_03
mips_63_03_03
mips_63_19
mips_63_19_03
mips_98
at_At5g11200 mips_04_05_05_01 "DEAD BOX RNA helicase RH15"
mips_04_05_05_01_99
mips_05_01
mips_05_01_01
mips_05_01_99
mips_05_04_01
mips_63_03_03
mips_63_19_03
at_At5g51280 mips_04_05_05_11 "DEAD-box protein abstrakt"
mips_05_04_01
mips_14_10
mips_14_10_02
mips_45
mips_45_03
mips_45_03_12
mips_47_03_05
mips_47_03_05_01
at_At5g63120 mips_04_05_05_11 "ATP-dependent RNA helicase-like protein"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At5g63630 mips_04_01 "RNA helicase"
mips_04_01_04
mips_04_05_05_11
mips_05_04_01
mips_33_03_02
mips_63_19_03
at_At5g08610 mips_03_01_09 "RNA helicase-like protein"
mips_03_01_09_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_10
mips_05_04
mips_05_04_01
mips_25_05_10
mips_40_07
mips_40_10_07
mips_40_10_99
mips_63_03_03
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'mips_05_04_01': 52/4529 (1.15%)
Evaluation on validation data (2278 items):
at_At1g63250 - mips_04_05_05 "putative RNA helicase"
mips_33
mips_33_03
mips_33_03_02
at_At1g31970 mips_04_05_05_11 "putative protein"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At1g77050 - mips_04 ""
mips_04_01
mips_04_01_04
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_05
mips_05_04
mips_40_03
mips_40_10
mips_63
mips_63_03
mips_63_19
at_At3g06980 mips_04_05_05_01 "putative DEAD/DEAH box helicase"
mips_05_04_01
mips_33_03_02
at_At3g09720 - mips_04_05_05_01 "putative RNA helicase"
mips_63_03_03
mips_63_19_03
at_At5g54910 mips_03_01_09 "RNA helicase-like protein"
mips_03_01_09_05
mips_04_05_05_01
mips_04_05_05_01_10
mips_05_04_01
mips_40_10_07
mips_63_03_03
at_At5g61140 - mips_04 "RNA helicase - like protein"
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_63_19
Validation Accuracy: 3/7 (42.86%)
Validation Frequency class 'mips_05_04_01': 22/2278 (0.97%)
Evaluation on propertest data (3835 items):
at_At1g54270 - mips_04_05_05 "Eukaryotic Initiation Factor 4A-2"
mips_04_05_05_01
mips_05
mips_05_04
mips_25_05_10
at_At1g28180 - mips_04_05_05_01 "hypothetical protein"
mips_33
mips_33_03
mips_33_03_02
at_At2g42270 - mips_04_05_05_01 "ATP-dependent RNA helicase like protein"
at_At3g05740 mips_04_01 "putative DNA helicase"
mips_04_01_04
mips_04_05_05_11
mips_05_04_01
mips_33_03_02
mips_63_19_03
at_At3g19760 - mips_04_01 "RNA helicase, putative"
mips_04_01_04
mips_04_05_05
mips_04_05_05_01
mips_05_04
mips_25_05_10
at_At4g14790 - mips_01_03_16 "RNA helicase like protein"
mips_02_13
mips_02_13_03
mips_02_13_05
mips_04_01
mips_04_01_04
mips_04_05_05_01
mips_04_99
mips_05_07
mips_63_03_03
at_At5g05450 mips_03 "ATP-dependent RNA helicase-like protein"
mips_03_01
mips_03_01_09
mips_03_01_09_05
mips_04_01
mips_04_01_04
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_10
mips_05
mips_05_04
mips_05_04_01
mips_40_07
mips_40_10_07
mips_40_10_99
mips_40_16
mips_63_03
mips_63_03_03
mips_63_19
Propertest Accuracy: 2/7 (28.57%)
Propertest Frequency class 'mips_05_04_01': 32/3835 (0.83%)
New (unknown) data (2278 items):
at_At4g10320 - mips_05_10 "isoleucine-tRNA ligase - like protein"
at_At4g37100 - no entry null
------------------
Rule 2560
eval(_1,_2,0.0-9.0e-25),keyword(_2,d__3d_structure),db_ref(_2,sgd) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,xenopus) = 1
-> class mips_06_07_05 "modification by ubiquitination, deubiquitination"
Evaluation on training data (4529 items):
at_At1g70660 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g16740 mips_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At2g16920 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At2g33770 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g08690 mips_03_03_01_01 "putative ubiquitin conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g13550 mips_03_03_01_01 "ubiquitin-conjugating enzyme COP10 (COP10)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g20060 mips_03_03_01_01 "ubiquitin-conjugating enzyme, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At3g55380 mips_03_03_02 "ubiquitin-conjugating enzyme UBC3"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At4g36410 mips_06_07_05 "ubiquitin-conjugating enzyme"
mips_08_05
at_At4g36800 mips_03 "ubiquitin-protein ligase like protein"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13
mips_30
at_At5g42990 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g50870 mips_06_07 "ubiquitin-conjugating enzyme-like protein"
mips_06_07_05
mips_06_13
mips_06_13_01
mips_08
mips_08_13
mips_11_01
mips_14_01
mips_14_04_03
mips_14_04_03_03
mips_14_04_03_05
at_At5g53300 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 10 (ubiquitin-protein ligase 10) (ubiquitin carrier protein 10) (sp|P35133)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g56150 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g05080 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'mips_06_07_05': 44/4529 (0.97%)
Evaluation on validation data (2278 items):
at_At1g45050 mips_03_03_01_01 "similar to ubiquitin-conjugating enzyme 15 gb|AAC39324.1; similar to ESTs emb|Z47633.1, gb|L47909.1, gb|T42291.1"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g63800 mips_03_03_02 "putative ubiquitin-conjugating enzyme"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_14_04_03_03
mips_14_04_03_05
at_At1g64230 mips_03_03 "ubiquitin-conjugating enzyme, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At1g75440 mips_03_01_05_01 "ubiquitin-conjugating enzyme 16, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g14400 mips_03_03_02 "unknown protein"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
at_At2g18600 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g32790 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g46030 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_04_03
mips_14_04_03_03
mips_30_10
at_At3g08700 mips_03_03_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07_05
mips_30_10
at_At5g41340 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-21 kD 1 (ubiquitin-protein ligase 4) (ubiquitin carrier protein 4) (sp|P42748)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_08_13
mips_14_04_03
mips_14_04_03_03
mips_14_04_03_05
mips_30_10
Validation Accuracy: 10/10 (100.00%)
Validation Frequency class 'mips_06_07_05': 29/2278 (1.27%)
Evaluation on propertest data (3835 items):
at_At1g36340 mips_03 "putative ubiquitin conjugating enzyme"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40
mips_40_03
at_At1g50490 mips_03_03_01_01 "cyclin-specific ubiquitin carrier protein, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g78870 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At1g16890 mips_03 "unknown protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At1g23260 mips_03_03_01_01 "similar to DNA binding protein (At1g23260)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At2g02760 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g36060 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g15355 mips_03_03_01_01 "ubiquitin-conjugating like enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g46460 mips_03_03 "ubiquitin conjugating enzyme E2 (UBC13)"
mips_03_03_02
mips_06_07_05
mips_06_13
mips_06_13_01
mips_14_04_03
mips_14_04_03_03
mips_48
mips_62_01_07
at_At3g52560 mips_06_07_05 "putative DNA-binding protein"
mips_06_13_01
mips_08_13
mips_14_04_03_03
mips_14_04_03_05
at_At3g57870 mips_03_03_01_01 "E2 ubiquitin-conjugating-like enzyme Ahus5"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At4g27960 mips_03_03_01_01 "ubiquitin-protein ligase UBC9"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g25760 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g50430 mips_03_03 "ubiquitin conjugating enzyme-like protein"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At5g59300 mips_03_03_02 "ubiquitin-conjugating enzyme - like"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At5g62540 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kd 3 (ubiquitin-protein ligase 3) (ubiquitin carrier protein 3)-like protein (sp|P42746)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g41700 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 8 (ubiquitin-protein ligase 8) (ubiquitin carrier protein 8) (sp|P35131)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
Propertest Accuracy: 17/17 (100.00%)
Propertest Frequency class 'mips_06_07_05': 46/3835 (1.20%)
New (unknown) data (2278 items):
at_At1g53020 - no entry null
------------------
Rule 1377
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,cyanobacteria) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,alternative_splicing) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,pisum) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,hssp),desc(_2,in) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,gastropoda),db_ref(_2,embl) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),classification(_2,oryctolagus) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,zinc) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),desc(_2,intergenic) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,euteleostomi) = 1
-> class mips_03_03_04 "nuclear and chromosomal cycle"
Evaluation on training data (4529 items):
at_At1g14750 mips_03_01 "cyclin, putative"
mips_03_01_03
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At1g16330 mips_03_03_04 "putative mitotic cyclin"
mips_03_03_04_07
mips_14_04_03_01
mips_62_02_01
mips_62_02_01_01
at_At1g35440 mips_03_03_01_01 "hypothetical protein"
mips_03_03_04
mips_03_03_04_07
mips_40_10_03
mips_62_02_01_01
at_At1g44110 mips_03_03 "mitotic cyclin a2-type, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At1g76310 mips_03_03_02 "putative G2/mitotic-specific cyclin 1 (B-like cyclin)"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_14_04_03_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g80370 mips_03_03_01_01 "putative cyclin"
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_62_02_01_01
at_At4g34160 mips_03_03_04 "cyclin delta-3"
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_14_04_03_01
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At2g17620 mips_03_03 "putative cyclin 2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_30_04
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At2g26430 mips_03 "cyclin like protein"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_04_05_01
mips_04_05_01_04
mips_25_05
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At3g50070 mips_03_03 "cyclin D3-like protein"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_40_08
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At4g03270 mips_03_03_01 "putative D-type cyclin"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_25_05_25
mips_62_02_01_01
at_At5g11300 mips_03_03_04 "cyclin 3b"
mips_03_03_04_07
mips_14_04_03_01
mips_62_02_01_01
at_At5g18110 mips_03_01_99 "eukaryotic cap-binding protein (gb|AAC17220.1)"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_03
mips_03_03_04_07
mips_05_04
at_At5g35620 mips_03_01_99 "eIF4Eiso protein (emb|CAA71579.1)"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_03
mips_03_03_04_07
at_At5g43080 mips_03_01_03 "cyclin A-type"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_25_05_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At5g45190 mips_03_03_01_01 "putative protein"
mips_03_03_04
mips_03_03_04_07
mips_40_10_03
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At5g48630 mips_03_03_02 "cyclin C-like protein"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g15570 mips_03_03_04 "putative cyclin (At1g15570)"
mips_03_03_04_07
mips_14_04_03_01
mips_62_02_01_01
at_At5g02110 mips_03 "putative protein"
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_62_02_01_01
Training Accuracy: 19/19 (100.00%)
Training Frequency class 'mips_03_03_04': 96/4529 (2.12%)
Evaluation on validation data (2278 items):
at_At1g27630 mips_03_03_01_01 "putative cyclin"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At1g47210 mips_03_03_01_01 "cyclin like protein"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g47220 mips_03_03_02 "cyclin, putative"
mips_03_03_04
mips_03_03_04_07
mips_14_04_03_01
mips_62_02_01_01
at_At1g77390 mips_03 ""
mips_03_03_01
mips_03_03_04
mips_03_03_04_07
mips_10
mips_10_01_05
mips_10_01_05_01
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63_01
at_At1g20610 mips_03 "hypothetical protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_01
mips_25
mips_25_05
mips_25_05_25
mips_40_03
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At2g38280 - mips_01_03_01 "AMP deaminase like protein"
mips_01_03_01_01
mips_02_99
mips_20_25_09
mips_20_25_09_03
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47_03_11
mips_47_03_11_07
at_At4g18040 mips_03_01_99 "translation initiation factor eIF4E"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_03
mips_03_03_04_07
at_At4g35620 mips_03_03_01_01 "cyclin 2b protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At4g37490 mips_03 "cyclin cyc1"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_01
mips_25_05
mips_40
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63_01
at_At5g10440 mips_03_03_01 "cyclin protein - like"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_14_04_03_01
mips_62_02_01_01
at_At5g48640 mips_03_03_01_01 "cyclin C-like protein"
mips_03_03_04
mips_03_03_04_07
mips_40_10_03
mips_62_02_01_01
Validation Accuracy: 10/11 (90.91%)
Validation Frequency class 'mips_03_03_04': 59/2278 (2.59%)
Evaluation on propertest data (3835 items):
at_At1g29550 mips_03_01_99 "eukaryotic translation initiation factor 4E, putative"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_03
mips_03_03_04_07
at_At1g29590 mips_03_01 "eukaryotic translation initiation factor 4E, putative"
mips_03_01_99
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_03
mips_03_03_04_07
mips_05
mips_05_04
at_At1g47230 mips_03_03_01 "cyclin like protein"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_25_05_25
mips_40_08
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g51150 - mips_06_07_11 "hypothetical protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At1g65380 - mips_08_13 "putative protein"
mips_11_05_01
at_At1g70210 mips_03_01_03 "hypothetical protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_14_04_03_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g20590 mips_03 "hypothetical protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_01
mips_25
mips_25_05
mips_25_05_25
mips_40
mips_40_03
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63
mips_63_01
at_At1g34450 mips_03_03 "cyclin, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At2g22490 mips_03_03_01_01 "putative cyclin D"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At2g26760 mips_03_03_01_01 "putative cyclin"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_40_08
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At3g11520 mips_03_03_01_01 "cyclin box"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_40_08
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At3g49750 - mips_10 "putative protein"
mips_10_01
mips_10_01_01
mips_10_05
mips_99
at_At4g19560 - mips_40_10_03 "putative protein"
mips_62_02_01_01
at_At4g19600 mips_03_03_01 "putative protein"
mips_03_03_04
mips_03_03_04_07
mips_62_02_01
mips_62_02_01_01
at_At4g37630 mips_03_03_04 "putative protein"
mips_03_03_04_07
mips_10_01_05_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At5g07880 - mips_08_07 "SNAP25 - like protein"
mips_13_03
mips_13_03_01
at_At5g27620 mips_03_03_04 "cyclin H (AtCycH1)"
mips_03_03_04_07
mips_04_05_01_01
mips_62_01_07
mips_62_02_01_01
at_At5g65420 mips_03_03_04 "D-type cyclin (emb|CAB41347.1)"
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At5g67260 mips_03 "cyclin D3-like protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_10_01
mips_10_01_05
mips_10_01_05_01
mips_40_08
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63_01
Propertest Accuracy: 14/19 (73.68%)
Propertest Frequency class 'mips_03_03_04': 91/3835 (2.37%)
New (unknown) data (2278 items):
at_At1g74200 - no entry null
at_At3g28890 - no entry null
at_At5g27060 - mips_08_13 "resistance protein - like"
at_At5g36010 - no entry null
at_At3g28010 - no entry null
at_At5g35860 - no entry null
at_At5g49790 - no entry null
at_At5g51350 - no entry null
at_At1g48270 - no entry null
at_At2g02780 - no entry null
at_At3g12145 - mips_10_05 "leucine-rich repeat protein FLR1"
at_At3g58890 - no entry null
at_At4g18760 - no entry null
at_At5g45770 - mips_08_13 "predicted GPI-anchored protein"
------------------
Rule 2559
eval(_1,_2,4.0e-3-0.1),classification(_2,rosales) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,d__3d_structure),db_ref(_2,sgd) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,xenopus) = 1
-> class mips_03_03_04 "nuclear and chromosomal cycle"
Evaluation on training data (4529 items):
at_At1g70660 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g16740 mips_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At2g16920 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At2g33770 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g08690 mips_03_03_01_01 "putative ubiquitin conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g13550 mips_03_03_01_01 "ubiquitin-conjugating enzyme COP10 (COP10)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g20060 mips_03_03_01_01 "ubiquitin-conjugating enzyme, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At3g55380 - mips_03_03_02 "ubiquitin-conjugating enzyme UBC3"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At4g36410 - mips_06_07_05 "ubiquitin-conjugating enzyme"
mips_08_05
at_At4g36800 mips_03 "ubiquitin-protein ligase like protein"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13
mips_30
at_At5g42990 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g53300 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 10 (ubiquitin-protein ligase 10) (ubiquitin carrier protein 10) (sp|P35133)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g56150 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g05080 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
Training Accuracy: 12/14 (85.71%)
Training Frequency class 'mips_03_03_04': 96/4529 (2.12%)
Evaluation on validation data (2278 items):
at_At1g45050 mips_03_03_01_01 "similar to ubiquitin-conjugating enzyme 15 gb|AAC39324.1; similar to ESTs emb|Z47633.1, gb|L47909.1, gb|T42291.1"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g63800 mips_03_03_02 "putative ubiquitin-conjugating enzyme"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_14_04_03_03
mips_14_04_03_05
at_At1g64230 mips_03_03 "ubiquitin-conjugating enzyme, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At1g75440 mips_03_01_05_01 "ubiquitin-conjugating enzyme 16, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g14400 mips_03_03_02 "unknown protein"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
at_At2g18600 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g32790 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g46030 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_04_03
mips_14_04_03_03
mips_30_10
at_At3g08700 mips_03_03_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07_05
mips_30_10
at_At5g41340 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-21 kD 1 (ubiquitin-protein ligase 4) (ubiquitin carrier protein 4) (sp|P42748)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_08_13
mips_14_04_03
mips_14_04_03_03
mips_14_04_03_05
mips_30_10
Validation Accuracy: 10/10 (100.00%)
Validation Frequency class 'mips_03_03_04': 59/2278 (2.59%)
Evaluation on propertest data (3835 items):
at_At1g36340 mips_03 "putative ubiquitin conjugating enzyme"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40
mips_40_03
at_At1g50490 mips_03_03_01_01 "cyclin-specific ubiquitin carrier protein, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g78870 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At1g16890 mips_03 "unknown protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At1g23260 mips_03_03_01_01 "similar to DNA binding protein (At1g23260)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At2g02760 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g36060 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g15355 mips_03_03_01_01 "ubiquitin-conjugating like enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g46460 - mips_03_03 "ubiquitin conjugating enzyme E2 (UBC13)"
mips_03_03_02
mips_06_07_05
mips_06_13
mips_06_13_01
mips_14_04_03
mips_14_04_03_03
mips_48
mips_62_01_07
at_At3g52560 - mips_06_07_05 "putative DNA-binding protein"
mips_06_13_01
mips_08_13
mips_14_04_03_03
mips_14_04_03_05
at_At3g57870 mips_03_03_01_01 "E2 ubiquitin-conjugating-like enzyme Ahus5"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At4g27960 mips_03_03_01_01 "ubiquitin-protein ligase UBC9"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g25760 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g59300 - mips_03_03_02 "ubiquitin-conjugating enzyme - like"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At5g62540 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kd 3 (ubiquitin-protein ligase 3) (ubiquitin carrier protein 3)-like protein (sp|P42746)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g41700 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 8 (ubiquitin-protein ligase 8) (ubiquitin carrier protein 8) (sp|P35131)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
Propertest Accuracy: 13/16 (81.25%)
Propertest Frequency class 'mips_03_03_04': 91/3835 (2.37%)
New (unknown) data (2278 items):
at_At1g53020 - no entry null
------------------
Rule 2008
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,actinomycetales) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,bacillus_subtilis),db_ref(_2,prodom) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,hydrolase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,rosidae),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,methanocaldococcus) = 1
-> class mips_06_13_01 "cytoplasmic and nuclear degradation"
Evaluation on training data (4529 items):
at_At1g13060 mips_03_03_02 "proteasome epsilon chain precursor"
mips_06_13_01
mips_06_13_01_01
mips_14_04_03
mips_14_04_03_05
mips_20_25_16
mips_20_25_16_03
mips_20_25_16_03_05
at_At1g16470 mips_04_05 "20S proteasome subunit PAB1"
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_40_03
mips_63_01
at_At1g47250 mips_04_05_01_04_01 "20S proteasome subunit PAF2"
mips_06_13
mips_06_13_01
mips_06_13_01_01
at_At1g77440 mips_03_03_02 "putative 20S proteasome beta subunit PBC2"
mips_06_13_01
mips_06_13_01_01
mips_14_04_03
mips_14_04_03_05
mips_20_25_16
mips_20_25_16_03
mips_20_25_16_03_05
at_At3g60820 mips_03_03_02 "proteasome component C5"
mips_06_13_01
mips_06_13_01_01
mips_14_04_03_05
mips_20_25_16_03
mips_20_25_16_03_05
at_At2g27020 mips_06_13_01 "20S proteasome subunit C8 (PAG1/PRC8_ARATH)"
mips_06_13_01_01
mips_14_04_03
mips_14_04_03_05
at_At3g14290 mips_03_03_02 "20S proteasome subunit PAE2"
mips_06_13_01
mips_06_13_01_01
mips_11_99
mips_14_04_03
mips_14_04_03_05
at_At3g22110 mips_06_13_01 "20S proteasome subunit PAC1"
mips_06_13_01_01
mips_30_04
mips_40_07
at_At3g26340 mips_03 "26S proteasome beta subunit like protein"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_06
mips_06_07
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_14
mips_14_04
mips_20
mips_14_04_03
mips_14_04_03_05
mips_20_25
mips_20_25_16
mips_20_25_16_03
mips_20_25_16_03_05
mips_40_03
mips_40_07
mips_63
mips_63_01
at_At3g27430 mips_06_13_01 "20S proteasome beta subunit (PBB1)"
mips_06_13_01_01
mips_20_25_16
mips_30_03
at_At4g14800 mips_03_03_02 "proteasome chain protein"
mips_06_13_01
mips_06_13_01_01
mips_14_04_03
mips_14_04_03_05
mips_20_25
mips_20_25_16
mips_20_25_16_03
mips_20_25_16_03_05
mips_40_07
mips_65
at_At4g31300 mips_03_03_02 "multicatalytic endopeptidase complex, proteasome precursor, beta subunit"
mips_06_13_01
mips_06_13_01_01
mips_14_04_03
mips_14_04_03_05
mips_20_25_16
mips_20_25_16_03
mips_20_25_16_03_05
mips_65
at_At4g36760 mips_06_07_11 "aminopeptidase-like protein"
mips_06_13_01
at_At1g53850 mips_03_03_02 "unknown protein"
mips_06_13_01
mips_06_13_01_01
mips_11_99
mips_14_04_03
mips_14_04_03_05
mips_40_07
Training Accuracy: 14/14 (100.00%)
Training Frequency class 'mips_06_13_01': 78/4529 (1.72%)
Evaluation on validation data (2278 items):
at_At1g09300 mips_01_01 "hypothetical protein"
mips_06_13_01
mips_06_13_99
mips_63_17
at_At2g05840 mips_04_05_01_04_01 "20S proteasome subunit (PAA2)"
mips_06_13_01
mips_06_13_01_01
at_At1g21720 mips_03 "putative 20S proteasome beta subunit PBC2"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_06_07
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_05
mips_40_03
mips_40_07
at_At2g42810 - mips_01_04 "putative phosphoprotein phosphatase"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_01_01_11
mips_03_03_04
mips_03_03_04_07
mips_04_05_99
mips_06_07
mips_06_07_03
mips_06_10
mips_10_01_05
mips_10_01_05_01
mips_48
mips_62
mips_62_01
mips_62_01_01
mips_62_02
mips_62_02_01
at_At3g59990 - mips_03_01 "unknown protein"
mips_03_01_01
mips_03_03
mips_03_03_01
mips_05
mips_05_04
mips_05_04_01
mips_05_07
mips_06_07
mips_06_07_11
mips_06_13
mips_13_11
mips_13_11_03
mips_25_01
mips_25_01_01
at_At3g22630 mips_03_03_01 "multicatalytic endopeptidase complex, proteasome component, beta subunit"
mips_03_03_02
mips_06_13_01
mips_06_13_01_01
mips_14_04_03
mips_14_04_03_05
mips_20_25_16
mips_20_25_16_03
mips_20_25_16_03_05
mips_63_01
at_At5g35590 mips_04_05_01_04_01 "multicatalytic endopeptidase complex alpha subunit-like"
mips_06_13_01
mips_06_13_01_01
at_At5g40580 mips_06_13_01 "20S proteasome beta subunit PBB2"
mips_06_13_01_01
mips_30_03
at_At5g45390 - mips_03_01 "ATP-dependent Clp protease-like protein"
mips_03_01_01
mips_03_01_01_01
mips_06_10
mips_06_13
mips_06_13_99
mips_11_01
mips_11_01_03
mips_11_01_05
mips_11_01_07
mips_11_05
mips_11_05_05
mips_11_05_05_99
mips_13_05
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_16
mips_40_16
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
at_At5g66140 mips_04_05_01_04_01 "20S proteasome subunit PAD2 (gb|AAC32059.1)"
mips_06_13_01
mips_06_13_01_01
Validation Accuracy: 7/10 (70.00%)
Validation Frequency class 'mips_06_13_01': 40/2278 (1.76%)
Evaluation on propertest data (3835 items):
at_At1g56450 mips_03_03 "putative protein (At1g56450)"
mips_03_03_01
mips_03_03_02
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_14_04_03
mips_14_04_03_05
mips_30_04
mips_40_07
at_At1g79210 mips_04 ""
mips_04_05_01_04_01
mips_05_01
mips_06
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_40_10
mips_63_01
at_At3g05350 - mips_06_07_11 "aminopeptidase like protein"
at_At3g51260 mips_04_05_01_04_01 "multicatalytic endopeptidase complex alpha chain"
mips_06_13_01
mips_06_13_01_01
mips_40_07
at_At4g08870 - mips_01_01_01_01 "putative arginase"
mips_01_01_01_01_02
mips_01_01_01_03
mips_01_01_01_03_01
mips_01_01_01_03_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_02
mips_01_02_01
mips_01_02_01_07
mips_01_02_04
at_At4g08900 - mips_01_01_01_01 "arginase"
mips_01_01_01_01_02
mips_01_01_01_03
mips_01_01_01_03_01
mips_01_01_01_03_02
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_02_01
mips_01_02_01_07
mips_01_02_04
at_At4g29490 - mips_03_01 "putative prolidase, fragment"
mips_03_01_99
mips_06_13
mips_06_13_99
mips_25_05_10
mips_30_10
mips_30_10_03
mips_40_10_03
at_At5g23140 - mips_03 "ATP-dependent protease proteolytic subunit ClpP-like protein"
mips_03_01
mips_03_01_01
mips_03_01_01_01
mips_06_10
mips_06_13
mips_06_13_99
mips_11_01_07
mips_30
mips_30_16
mips_40_16
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_11_09
mips_47_03_15
mips_47_03_15_05
mips_47_03_17
mips_63_01
mips_63_17_07
mips_63_19
mips_63_19_03
at_At5g42790 mips_04_05_01_04_01 "20S proteasome subunit PAF1 (gb|AAC32062.1)"
mips_05_01
mips_06_13_01
mips_06_13_01_01
mips_40_10
Propertest Accuracy: 4/9 (44.44%)
Propertest Frequency class 'mips_06_13_01': 73/3835 (1.90%)
New (unknown) data (2278 items):
at_At1g09190 - mips_02_30 "hypothetical protein"
------------------
Rule 2558
eval(_1,_2,4.0e-3-0.1),classification(_2,rosales) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,d__3d_structure),db_ref(_2,sgd) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,xenopus) = 1
-> class mips_03_03_02 "meiosis"
Evaluation on training data (4529 items):
at_At1g70660 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g16740 mips_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At2g16920 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At2g33770 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g08690 mips_03_03_01_01 "putative ubiquitin conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g13550 mips_03_03_01_01 "ubiquitin-conjugating enzyme COP10 (COP10)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g20060 mips_03_03_01_01 "ubiquitin-conjugating enzyme, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At3g55380 mips_03_03_02 "ubiquitin-conjugating enzyme UBC3"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At4g36410 - mips_06_07_05 "ubiquitin-conjugating enzyme"
mips_08_05
at_At4g36800 mips_03 "ubiquitin-protein ligase like protein"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13
mips_30
at_At5g42990 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g53300 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 10 (ubiquitin-protein ligase 10) (ubiquitin carrier protein 10) (sp|P35133)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g56150 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g05080 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
Training Accuracy: 13/14 (92.86%)
Training Frequency class 'mips_03_03_02': 82/4529 (1.81%)
Evaluation on validation data (2278 items):
at_At1g45050 mips_03_03_01_01 "similar to ubiquitin-conjugating enzyme 15 gb|AAC39324.1; similar to ESTs emb|Z47633.1, gb|L47909.1, gb|T42291.1"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g63800 mips_03_03_02 "putative ubiquitin-conjugating enzyme"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_14_04_03_03
mips_14_04_03_05
at_At1g64230 mips_03_03 "ubiquitin-conjugating enzyme, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At1g75440 mips_03_01_05_01 "ubiquitin-conjugating enzyme 16, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g14400 mips_03_03_02 "unknown protein"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
at_At2g18600 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g32790 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g46030 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_04_03
mips_14_04_03_03
mips_30_10
at_At3g08700 mips_03_03_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07_05
mips_30_10
at_At5g41340 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-21 kD 1 (ubiquitin-protein ligase 4) (ubiquitin carrier protein 4) (sp|P42748)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_08_13
mips_14_04_03
mips_14_04_03_03
mips_14_04_03_05
mips_30_10
Validation Accuracy: 10/10 (100.00%)
Validation Frequency class 'mips_03_03_02': 39/2278 (1.71%)
Evaluation on propertest data (3835 items):
at_At1g36340 mips_03 "putative ubiquitin conjugating enzyme"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40
mips_40_03
at_At1g50490 mips_03_03_01_01 "cyclin-specific ubiquitin carrier protein, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g78870 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At1g16890 mips_03 "unknown protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At1g23260 mips_03_03_01_01 "similar to DNA binding protein (At1g23260)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At2g02760 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g36060 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g15355 mips_03_03_01_01 "ubiquitin-conjugating like enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g46460 mips_03_03 "ubiquitin conjugating enzyme E2 (UBC13)"
mips_03_03_02
mips_06_07_05
mips_06_13
mips_06_13_01
mips_14_04_03
mips_14_04_03_03
mips_48
mips_62_01_07
at_At3g52560 - mips_06_07_05 "putative DNA-binding protein"
mips_06_13_01
mips_08_13
mips_14_04_03_03
mips_14_04_03_05
at_At3g57870 mips_03_03_01_01 "E2 ubiquitin-conjugating-like enzyme Ahus5"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At4g27960 mips_03_03_01_01 "ubiquitin-protein ligase UBC9"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g25760 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g59300 mips_03_03_02 "ubiquitin-conjugating enzyme - like"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At5g62540 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kd 3 (ubiquitin-protein ligase 3) (ubiquitin carrier protein 3)-like protein (sp|P42746)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g41700 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 8 (ubiquitin-protein ligase 8) (ubiquitin carrier protein 8) (sp|P35131)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
Propertest Accuracy: 15/16 (93.75%)
Propertest Frequency class 'mips_03_03_02': 58/3835 (1.51%)
New (unknown) data (2278 items):
at_At1g53020 - no entry null
------------------
Rule 2038
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,hydrolase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,fissipedia) = 1
-> class mips_06_13_99 "other proteolytic degradation"
Evaluation on training data (4529 items):
at_At1g24140 mips_06_13 "putative metalloproteinase, predicted GPI-anchored protein"
mips_06_13_99
mips_13_05
mips_13_05_01
mips_14_01
mips_14_01_01
mips_14_01_03
mips_14_01_03_01
mips_14_01_05
mips_14_04_09
mips_14_04_09_05
mips_25_05_02
mips_30_27
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_63_17_09
at_At1g59970 mips_06_13 "predicted GPI-anchored protein"
mips_06_13_99
mips_13
mips_13_05
mips_13_05_01
mips_14
mips_14_01
mips_14_01_01
mips_14_01_03
mips_14_01_03_01
mips_14_01_05
mips_14_04
mips_14_04_09
mips_14_04_09_05
mips_25
mips_25_05
mips_25_05_02
mips_30
mips_30_27
mips_40_27
mips_63_17_09
at_At1g06260 mips_06_07_11 "cysteine proteinase, putative"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
at_At1g09850 mips_06_13_04 "papain-like cysteine peptidase XBCP3"
mips_06_13_99
at_At2g45040 mips_06_13_99 "putative metalloproteinase, predicted GPI-anchored protein (by homology)"
mips_13_05
mips_13_05_01
mips_14_01_01
mips_14_01_03
mips_14_01_03_01
mips_14_01_05
mips_14_04_09
mips_14_04_09_05
mips_25_05_02
mips_30_27
mips_40_27
at_At3g19400 mips_06_13_99 "putative cysteine proteinase RD21A precursor"
mips_20_25_16
at_At3g49340 mips_06_07_11 "cysteine protease - like protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At4g01620 mips_06_07_11 "cathepsin B-like cysteine protease"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_30_25
mips_40_25
mips_43
mips_43_03
mips_62_01
mips_62_01_05
at_At4g11310 mips_06_10 "cysteine proteinase-like protein"
mips_06_13
mips_06_13_99
at_At4g11320 mips_06_13_99 "cysteine proteinase like protein"
mips_08_13
mips_40_25
at_At4g16640 mips_06_13_99 "proteinase-like protein, predicted GPI-anchored protein (by homology)"
mips_13_05
mips_13_05_01
mips_40_27_01
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_03
mips_63_17_09
at_At4g23520 mips_06_13_99 "cysteine proteinase - like protein"
at_At4g39090 mips_02_99 "drought-inducible cysteine proteinase RD19A precursor"
mips_06_07_11
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_08_13
mips_40_25
at_At5g17080 mips_06_07_11 "putative protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
Training Accuracy: 14/14 (100.00%)
Training Frequency class 'mips_06_13_99': 69/4529 (1.52%)
Evaluation on validation data (2278 items):
at_At1g29080 mips_06_13_99 "cysteine proteinase, putative"
mips_40_25
at_At1g29110 mips_06_13_99 "cysteine proteinase, putative"
mips_40_25
at_At1g70170 mips_06_13_99 "predicted GPI-anchored protein"
mips_40_27_01
mips_62_02_01_01
mips_62_02_01_01_03
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_At1g20850 mips_02_99 "putative cysteine proteinase"
mips_06_13_99
mips_08_13
mips_40_25
at_At2g27420 mips_06_07_11 "putative cysteine proteinase"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At2g34080 mips_06 "putative cysteine proteinase"
mips_06_13
mips_06_13_99
mips_98
mips_99
at_At3g16550 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At3g48350 mips_06_13 "cysteine endopeptidase precursor - like protein"
mips_06_13_99
mips_40_25
at_At3g45310 mips_06_07_11 "cysteine protease-like protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_08_13
mips_40_25
at_At4g16190 mips_02_99 "cysteine proteinase like protein"
mips_06_13_04
mips_06_13_99
mips_08_13
mips_40_25
at_At5g17140 mips_06_07_11 "putative protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_30_25
mips_40_25
mips_43
mips_43_03
mips_62_01
mips_62_01_05
at_At5g36950 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g39830 mips_06_07_11 "DegP protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
at_At5g45890 mips_06_07_11 "senescence-specific cysteine protease"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At5g50260 mips_06 "cysteine endopeptidase"
mips_06_13
mips_06_13_99
mips_40
mips_40_25
mips_98
Validation Accuracy: 15/16 (93.75%)
Validation Frequency class 'mips_06_13_99': 40/2278 (1.76%)
Evaluation on propertest data (3835 items):
at_At1g29090 mips_06_07_11 "cysteine proteinase, putative"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At1g03720 mips_06_07_11 "hypothetical protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_08_13
mips_40_25
at_At1g51150 mips_06_07_11 "hypothetical protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At1g56500 - mips_13_07 "unknown protein (At1g56500)"
mips_20_25
mips_20_25_16
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_27
mips_63_07
mips_63_13
mips_63_13_99
at_At1g65630 - mips_06_01 "serine protease DO, putative"
mips_06_07
mips_06_07_11
mips_06_13
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_11_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_05
mips_40_07
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g65640 mips_06_07_11 "serine protease DO, putative"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At2g21430 mips_02_99 "putative cysteine proteinase"
mips_06_13_04
mips_06_13_99
mips_08_13
mips_40_25
at_At3g03380 mips_06_07_11 "unknown protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g27925 mips_06_07_11 "DegP protease precursor, 5' partial"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
at_At3g43960 mips_02_99 "cysteine proteinase - like predicted GPI-anchored protein"
mips_06_13_99
at_At3g48340 mips_06_07_11 "cysteine endopeptidase - like protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At3g54940 mips_02_99 "cysteine proteinase precursor-like protein"
mips_06_10
mips_06_13_04
mips_06_13_99
at_At4g35350 mips_06_13 "cysteine proteinase - like protein"
mips_06_13_99
mips_20
mips_20_25
mips_20_25_16
mips_40_25
at_At4g36580 - mips_06_13_01 "ATPase-like protein"
mips_06_13_01_01
at_At4g36880 mips_06_13_99 "cysteine proteinase"
mips_08_13
mips_40_25
at_At5g60360 - mips_06_07_11 "AALP protein"
mips_06_10
mips_06_13_04
mips_06_13_04_01
mips_08_13
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
Propertest Accuracy: 12/16 (75.00%)
Propertest Frequency class 'mips_06_13_99': 48/3835 (1.25%)
New (unknown) data (2278 items):
at_At1g22080 - no entry null
at_At1g02300 - no entry null
------------------
Rule 2692
eval(_1,_2,0.0-9.0e-25),classification(_2,entamoebidae) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,embl) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),classification(_2,solanum) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 0
-> class mips_06_13_99 "other proteolytic degradation"
Evaluation on training data (4529 items):
at_At2g40130 mips_04 "unknown protein"
mips_06
mips_06_01
mips_06_13
mips_06_13_99
mips_06_99
mips_40
mips_40_26
mips_40_26_03
at_At3g52490 mips_06_13_99 "putative protein"
mips_06_99
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19
mips_63_19_03
at_At4g12060 mips_06_01 "putative protein"
mips_06_13
mips_06_13_99
mips_06_99
mips_11_01
mips_40_26
mips_40_26_03
at_At4g14670 mips_06_01 "heat shock protein like"
mips_06_13_99
mips_06_99
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19_03
at_At4g25370 mips_04_05_01_04 "unknown protein"
mips_06_01
mips_06_13
mips_06_13_99
mips_06_99
mips_40_26
mips_40_26_03
at_At4g29920 mips_06 "putative protein"
mips_06_01
mips_06_13
mips_06_13_99
mips_06_99
mips_11
mips_11_01
mips_11_01_05
mips_40
mips_40_03
mips_40_16
mips_40_26
mips_40_26_03
mips_63
mips_63_19
mips_63_19_03
mips_99
at_At5g57710 mips_04 "101 kDa heat shock protein; HSP101-like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_01
mips_06_13
mips_06_13_99
mips_06_99
mips_11
mips_11_01
mips_11_01_05
mips_40_03
mips_40_26
mips_40_26_03
mips_63
mips_63_19
mips_63_19_03
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'mips_06_13_99': 69/4529 (1.52%)
Evaluation on validation data (2278 items):
at_At1g07200 mips_06_13_99 "hypothetical protein"
mips_06_99
mips_11_01_05
mips_63_19_03
at_At2g25040 mips_06_13_99 "hypothetical protein"
mips_06_99
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19_03
at_At3g18524 - mips_03_01_05_01 "MutS homolog 2 (AtMsh2)"
at_At4g30350 mips_06_01 "putative protein"
mips_06_13_99
mips_06_99
mips_11_01_05
mips_63_19_03
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'mips_06_13_99': 40/2278 (1.76%)
Evaluation on propertest data (3835 items):
at_At1g29410 - mips_01_01_01_11_13 "phosphoribosylanthranilate isomerase (At1g29410)"
at_At1g33950 - mips_01 "AIG1-like protein"
mips_01_04
mips_03
mips_06
mips_06_07
mips_10
mips_10_01
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_01
mips_10_05_01_12_99
mips_11
mips_11_05
mips_11_05_03
mips_13
mips_13_05
mips_14
mips_14_01
mips_30
mips_30_04
mips_40_04
mips_63
mips_63_07
mips_63_17
mips_63_17_01
mips_63_19
at_At1g74310 mips_06_01 "heat shock protein 101"
mips_06_13_99
mips_06_99
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19_03
at_At2g01460 - mips_01_03 "unknown protein"
mips_01_03_01
mips_01_03_04
mips_01_03_04_03
mips_01_04
mips_01_04_01
mips_63_19_05
mips_63_19_99
at_At2g25140 mips_06_01 "putative ATP-dependent CLPB protein"
mips_06_13_99
mips_06_99
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19_03
at_At2g29970 mips_06_01 "unknown protein"
mips_06_13
mips_06_13_99
mips_06_99
mips_11_01
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19_03
at_At5g15450 mips_06_01 "clpB heat shock protein-like"
mips_06_13
mips_06_13_99
mips_06_99
mips_11_01
mips_11_01_05
mips_63_19_03
at_At5g57130 mips_06_13_99 "unknown protein"
mips_06_99
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19_03
Propertest Accuracy: 5/8 (62.50%)
Propertest Frequency class 'mips_06_13_99': 48/3835 (1.25%)
New (unknown) data (2278 items):
at_At1g52960 - no entry null
at_At1g80010 - mips_10 "hypothetical protein"
mips_29
mips_29_02
at_At2g42600 - no entry null
at_At3g32060 - no entry null
at_At4g03690 - no entry null
at_At4g08610 - no entry null
at_At5g28530 - no entry null
at_At1g53310 - no entry null
at_At1g64270 - no entry null
at_At1g68600 - no entry null
at_At1g68750 - no entry null
at_At1g64260 - no entry null
at_At1g72910 - no entry null
at_At1g10240 - mips_29_02 "putative protein"
at_At2g14480 - no entry null
at_At2g23500 - mips_29 "Mutator-like transposase"
mips_29_02
at_At3g14940 - no entry null
at_At3g22170 - no entry null
at_At3g30420 - no entry null
at_At4g38180 - mips_10 "hypothetical protein"
mips_29
mips_29_02
------------------
Rule 2989
eval(_1,_2,0.0-9.0e-25),classification(_2,hymenomycetes) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transport) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 0
-> class mips_08_07_05 "intra golgi transport"
Evaluation on training data (4529 items):
at_At2g45170 mips_06_13_04 "putative microtubule-associated protein"
mips_08_07
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
at_At3g15580 mips_06_13_04 "unknown protein"
mips_08_07_05
mips_08_22
mips_40_04_05
mips_62_02_07
mips_63_99
at_At4g16520 mips_06_13_04 "symbiosis-related like protein"
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
at_At4g21980 mips_06_04 "symbiosis-related like protein"
mips_06_13
mips_06_13_04
mips_08
mips_08_07
mips_08_07_05
mips_08_22
mips_13
mips_13_03
mips_13_03_01
mips_14
mips_14_01
mips_40_02
mips_40_03
mips_40_04
mips_40_04_05
mips_62
mips_62_02
mips_62_02_07
mips_63_01
mips_63_19
mips_63_99
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'mips_08_07_05': 22/4529 (0.49%)
Evaluation on validation data (2278 items):
at_At2g05630 mips_06_13_04 "putative microtubule-associated protein"
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
at_At3g60640 mips_06_13_04 "unknown protein"
mips_08_07_05
mips_08_22
mips_40_04_05
mips_62_02_07
mips_63_99
at_At5g07390 - mips_02 "respiratory burst oxidase protein A"
mips_02_11
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_07
mips_14_01
mips_14_01_03
mips_20
mips_37
mips_37_03
mips_37_03_13
mips_63_17
mips_63_17_01
mips_67_15
Validation Accuracy: 2/3 (66.67%)
Validation Frequency class 'mips_08_07_05': 5/2278 (0.22%)
Evaluation on propertest data (3835 items):
at_At1g02620 mips_08_07 "GTP-binding protein Sar1, putative"
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_13_03
mips_13_03_01
mips_30_22
mips_40_08
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At1g62040 mips_06_13_04 "unknown protein"
mips_08_07_05
mips_08_22
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
at_At1g08170 - mips_03_01_99 "hypothetical protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
at_At3g06420 mips_06_13_04 "unknown protein"
mips_08_07_05
mips_08_22
mips_40_04_05
mips_62_02_07
mips_63_99
at_At4g02660 - mips_20_25_16 "putative protein"
mips_30_25
mips_40_22
at_At4g04620 mips_06_13_04 "putative symbiosis-related protein"
mips_08_07
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
Propertest Accuracy: 4/6 (66.67%)
Propertest Frequency class 'mips_08_07_05': 17/3835 (0.44%)
New (unknown) data (2278 items):
------------------
Rule 3049
eval(_1,_2,4.0e-3-0.1),keyword(_2,atp_binding),desc(_2,type) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,cyprinidae),db_ref(_2,prodom) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,candida_albicans__yeast_),db_ref(_2,hssp) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,pooideae),desc(_2,precursor) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,betaproteobacteria),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,transport) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 1
-> class mips_08_07_07 "post golgi transport"
Evaluation on training data (4529 items):
at_At1g22180 mips_08_07 "unknown protein (At1g22180)"
mips_08_07_07
mips_40_08
mips_48
at_At1g22530 mips_01_06_13 "unknown protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g72150 mips_01_06_13 "putative cytosolic factor protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g75170 mips_08_07_07 "unknown protein"
mips_48
mips_63_21
mips_63_21_99
at_At3g46450 mips_08_07 "putative protein"
mips_08_07_07
mips_40_08
mips_48
at_At4g09160 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At5g47510 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'mips_08_07_07': 18/4529 (0.40%)
Evaluation on validation data (2278 items):
at_At2g16380 mips_01_06_13 "putative phosphatidylinositol/phosphatidylcholine transfer protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At3g51670 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At4g34580 - mips_01_06_13 "putative protein"
mips_63_09
at_At4g36640 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_63_21
mips_63_21_99
at_At5g63060 mips_01_07 "unknown protein"
mips_06_04
mips_08_07_07
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_04
mips_48
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_99
mips_67
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'mips_08_07_07': 14/2278 (0.61%)
Evaluation on propertest data (3835 items):
at_At1g01630 - mips_01 "polyphosphoinositide binding protein, putative"
mips_01_07
mips_08
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_99
mips_67
at_At1g14820 mips_08_07 "phosphatidylinositol/phosphatidylcholine transfer protein, putative"
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_67_13
at_At1g55840 - mips_01_06_13 "polyphosphoinositide binding protein, putative"
mips_63_09
mips_63_21
mips_63_21_99
at_At3g13070 - mips_11_05_05 "hemolysin-like protein"
mips_11_05_05_01
mips_11_07_05
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_30
mips_67
mips_67_04_01
mips_67_04_01_01
at_At3g22410 - mips_01_06_13 "hypothetical protein"
mips_20_25_01
mips_20_25_01_01
mips_63_09
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_99
at_At4g08690 - mips_63_21 "putative phosphoglyceride transfer protein"
mips_63_21_99
at_At4g36490 - mips_01_06_13 "hypothetical protein"
mips_63_09
at_At5g47730 - mips_01_06 "putative protein"
mips_01_06_13
mips_08
mips_63_09
mips_63_21
mips_63_21_99
Propertest Accuracy: 1/8 (12.50%)
Propertest Frequency class 'mips_08_07_07': 18/3835 (0.47%)
New (unknown) data (2278 items):
------------------
Rule 3330
eval(_1,_2,4.0e-3-0.1),classification(_2,caprinae) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,stramenopiles) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,primates) = 0
-> class mips_08_22_01 "tubuline dependent transport"
Evaluation on training data (4529 items):
at_At2g21300 mips_08_22 "putative kinesin heavy chain"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04_05
mips_63_06
at_At2g21380 mips_08 "putative kinesin heavy chain"
mips_08_22
mips_08_22_01
mips_25
mips_25_05
mips_25_05_19
mips_25_05_19_09
mips_30
mips_30_04
mips_30_04_05
mips_40
mips_40_04
mips_40_16
mips_63
mips_63_01
mips_63_06
mips_63_19
at_At3g16060 mips_08_22 "kinesin like protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04
mips_30_04_05
mips_40_04
mips_40_04_05
mips_63_06
at_At4g38950 mips_08_22 "kinesin like protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04_05
mips_63_06
at_At5g27000 mips_08 "kinesin-like heavy chain (KATD)"
mips_08_22
mips_08_22_01
mips_08_99
mips_25_05_19
mips_25_05_19_09
mips_30_04
mips_30_04_05
mips_40_04
mips_63_06
at_At5g60930 mips_08_22 "microtubule-associated motor - like"
mips_08_22_01
mips_63_06
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'mips_08_22_01': 8/4529 (0.18%)
Evaluation on validation data (2278 items):
at_At3g19050 mips_08_22 "hypothetical protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_40_04
mips_40_04_05
at_At4g14330 mips_08_22 "kinesin like protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_63_06
at_At5g23910 mips_04_09 "unknown protein"
mips_08_22
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04
mips_63_06
at_At5g27550 mips_08_22 "kinesin-like protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04_05
mips_63_06
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_08_22_01': 8/2278 (0.35%)
Evaluation on propertest data (3835 items):
at_At2g47500 mips_08_22 "putative kinesin heavy chain"
mips_08_22_01
mips_08_99
mips_13_03
mips_13_03_01
mips_30_04_05
mips_40_04
mips_40_04_05
mips_43
mips_43_03
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_63_06
at_At3g10180 mips_08_22 "putative kinesin-like centromere protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04_05
mips_40_08
mips_63_06
at_At3g10310 mips_08_22 "kinesin-like protein"
mips_08_22_01
mips_08_99
mips_25_05_19
mips_25_05_19_09
mips_30_04_05
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_At3g63480 mips_08_22 "kinesin heavy chain - like protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04_05
mips_40_08
mips_63_06
at_At5g05170 - mips_01_05_01_03_02 "cellulose synthase catalytic subunit (Ath-B)"
at_At5g27950 mips_08_22 "unknown protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04_05
mips_63_06
Propertest Accuracy: 5/7 (71.43%)
Propertest Frequency class 'mips_08_22_01': 10/3835 (0.26%)
New (unknown) data (2278 items):
at_At1g18370 - mips_30 "AtNACK1 kinesin-like protein (AtNACK1)"
mips_30_04
mips_40_04
mips_40_16
mips_63_01
mips_63_06
mips_63_19
at_At2g36200 - mips_08_22 "putative kinesin-related cytokinesis protein"
mips_63_06
at_At3g23670 - mips_06_04 "hypothetical protein"
mips_30
mips_40_04
mips_63_01
mips_63_06
mips_63_19
at_At4g05190 - no entry null
at_At4g39050 - mips_08_22 "kinesin like protein"
mips_30
mips_30_04
mips_40
mips_40_03
mips_40_04
mips_63
mips_63_01
mips_63_06
mips_63_19
at_At5g65930 - mips_08_99 "kinesin-like calmodulin-binding protein"
mips_30
mips_30_04
mips_40_04
mips_40_16
mips_63_01
mips_63_06
mips_63_19
at_At5g06670 - mips_08_22 "kinesin heavy chain-like protein"
mips_63_06
at_At2g28620 - mips_08_22 "putative kinesin-like spindle protein"
mips_40_04
mips_63_06
at_At3g49650 - mips_08_22 "kinesin-like protein"
mips_63_06
at_At4g24170 - no entry null
at_At5g02370 - mips_63_06 "kinesin -like protein"
at_At1g59540 - mips_63_06 "zcf125 kinesin-like protein"
at_At3g44050 - mips_63_06 "kinesin -like protein"
at_At3g45850 - mips_08_22 "kinesin-related protein - like"
mips_63_06
at_At3g51150 - mips_30_04 "putative protein"
mips_40_04
mips_40_16
mips_63_06
at_At3g54870 - mips_08_22 "kinesin-like protein"
mips_63_06
at_At4g14150 - mips_30_04 "kinesin like protein"
mips_40_04
mips_63_06
at_At5g41310 - mips_08_99 "kinesin-like protein"
mips_63_06
------------------
Rule 3461
eval(_1,_2,4.0e-3-0.1),db_ref(_2,wormpep),desc(_2,receptor) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,archaeoglobi),db_ref(_2,hamap) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,hordeum),desc(_2,precursor) = 0
eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,15.0-349.0),classification(_2,chironomus) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,cetartiodactyla),desc(_2,precursor) = 1
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),classification(_2,arabidopsis) = 1
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,bacteria) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,passeriformes),db_ref(_2,prosite) = 1
-> class mips_10_01_01 "unspecified signal transduction"
Evaluation on training data (4529 items):
at_At1g19090 mips_10 "receptor-like serine/threonine kinase (RKF2)"
mips_10_01_01
at_At1g61490 mips_10_01 "S-like receptor protein kinase; member of gene cluster; similar to EST gb|T41816"
mips_10_01_01
mips_10_05
at_At1g61610 mips_10_01 ""
mips_10_01_01
mips_11
mips_11_07
mips_11_07_03
mips_67
mips_67_15
at_At1g67510 mips_10 "putative receptor protein kinase"
mips_10_01
mips_10_01_01
mips_10_05
at_At2g19130 mips_10_01_01 "putative receptor-like protein kinase"
mips_11_07_03
at_At2g25220 mips_10 "hypothetical protein"
mips_10_01
mips_10_01_01
mips_10_05
at_At3g28690 mips_10 "protein kinase, putative"
mips_10_01_01
mips_98
at_At3g50230 mips_10 "receptor protein kinase -like protein"
mips_10_01_01
at_At3g52530 mips_10_01_01 "putative protein"
at_At3g57710 mips_10 "protein kinase - like protein"
mips_10_01_01
at_At4g11530 mips_10 "serine/threonine kinase-like protein (fragment)"
mips_10_01
mips_10_01_01
mips_10_05
at_At5g11410 mips_10_01 "putative protein"
mips_10_01_01
mips_10_05
at_At5g35390 mips_10 "putative receptor-like protein kinase"
mips_10_01
mips_10_01_01
at_At5g59700 mips_10_01 "receptor-like protein kinase precursor - like"
mips_10_01_01
mips_10_05
mips_40_02
at_At1g15530 mips_10 "hypothetical protein"
mips_10_01_01
mips_98
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'mips_10_01_01': 95/4529 (2.10%)
Evaluation on validation data (2278 items):
at_At1g64210 mips_10_01 "hypothetical protein"
mips_10_01_01
mips_10_05
at_At1g70450 mips_10_01 "putative protein kinase"
mips_10_01_01
at_At1g70530 mips_10 "putative protein kinase"
mips_10_01_01
at_At1g74490 mips_10 "putative protein kinase"
mips_10_01
mips_10_01_01
mips_10_05
mips_99
at_At1g79250 - mips_01_04 "hypothetical protein"
mips_14_01
mips_14_01_03
mips_14_10
mips_14_10_02
mips_25_03
at_At2g13790 mips_10_01 "putative receptor protein kinase (F13J11.14/At2g13790)"
mips_10_01_01
at_At2g36350 - mips_03_03_04 "putative protein kinase"
mips_03_03_04_07
at_At4g23050 - mips_06_07_03 "putative serine/threonine kinase"
mips_10_01_05_01
mips_10_01_05_01_02
mips_10_01_05_01_99
mips_10_01_05_05
mips_13_05
mips_13_05_99
mips_14_01_01
mips_14_01_03
mips_14_01_03_01
mips_14_01_03_99
mips_14_01_05
mips_14_01_99
mips_30_04_03
mips_40_08
at_At4g23650 mips_10_01_01 "calcium-dependent protein kinase (CDPK6)"
at_At5g19450 mips_10_01 "calcium-dependent protein kinase"
mips_10_01_01
at_At5g47070 mips_10_01 "protein serine/threonine kinase-like"
mips_10_01_01
at_At5g61550 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_10_01
mips_10_01_01
mips_10_05
Validation Accuracy: 9/12 (75.00%)
Validation Frequency class 'mips_10_01_01': 66/2278 (2.90%)
Evaluation on propertest data (3835 items):
at_At1g30270 mips_01_06_01_05 "serine/threonine kinase, putative"
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_12
mips_62_01
mips_62_01_01
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_19
at_At1g50700 mips_10_01 "hypothetical protein"
mips_10_01_01
at_At1g51940 mips_10_01 "Putative protein kinase"
mips_10_01_01
mips_10_05
mips_40_02
at_At1g54820 mips_10_01_01 "hypothetical protein"
at_At1g55200 - mips_06_07_03 "protein kinase, putative"
mips_10_01_05_01
at_At1g61950 mips_10 "hypothetical protein"
mips_10_01_01
at_At1g66830 mips_06_04 "hypothetical protein"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At1g67520 - mips_11_07_03 "putative receptor protein kinase"
at_At1g69790 mips_10_01 "putative protein kinase"
mips_10_01_01
mips_10_05
at_At1g78940 - mips_01_01_01_11 "hypothetical protein"
at_At1g14000 - mips_06_07_03 "putative protein kinase"
mips_10_01
mips_10_01_05
mips_10_01_05_01
mips_63_01
mips_63_19
at_At2g28940 mips_10_01 "putative protein kinase"
mips_10_01_01
at_At2g39110 mips_10_01 "putative protein kinase"
mips_10_01_01
mips_10_05
at_At3g04530 - mips_04_09 "phosphoenolpyruvate carboxylase kinase 2"
mips_30_04
mips_40_04_03
at_At3g06620 - mips_01_04 "protein kinase, putative"
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_67_04
at_At3g06630 - mips_06_07_03 "protein kinase, putative"
mips_10_01_05_01
at_At3g08720 - mips_01_04 "putative ribosomal-protein S6 kinase (ATPK19)"
mips_14_10
mips_14_10_02
at_At3g21340 mips_10_01 "serine/threonine-specific protein kinase, putative"
mips_10_01_01
mips_10_05
mips_40_02
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_At3g57830 - mips_08_13 "receptor-like protein kinase"
mips_11_05_01
at_At3g09830 mips_10 "putative protein kinase"
mips_10_01
mips_10_01_01
mips_10_05
mips_98
at_At4g11490 mips_10 "serine/threonine kinase-like protein"
mips_10_01
mips_10_01_01
mips_10_05
at_At4g11900 - mips_11_07_03 "KI domain interacting kinase 1 -like protein"
at_At4g13190 mips_10_01_01 "putative protein"
at_At4g20450 mips_10 "receptor protein kinase - like protein"
mips_10_01
mips_10_01_01
mips_10_05
mips_40
mips_40_02
mips_99
at_At4g24810 - mips_02_13 "putative protein"
mips_67_50_25
at_At4g01330 mips_10_01 "putative protein kinase"
mips_10_01_01
mips_10_05
at_At4g04540 mips_10_01_01 "putative receptor-like protein kinase"
at_At4g23260 mips_10_01 "AT4g23250/F21P8_140"
mips_10_01_01
at_At4g38470 - mips_01_04 "protein kinase like protein"
mips_04_09
mips_06_07_03
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_30_04
mips_30_04_05
mips_40_04_03
at_At5g40540 - mips_04_09 "protein kinase - like protein"
mips_14_04_03
mips_14_04_03_01
mips_30_04_05
mips_40_04_03
at_At5g49470 - mips_01_02 "protein kinase like protein"
mips_01_02_01
mips_01_02_01_07
mips_01_04
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_10_05
mips_11_01
mips_13_11
mips_14_10
mips_14_10_02
at_At5g64960 - mips_01_04 "cdc2-like protein kinase"
mips_03_01_01
mips_13_11_03
mips_25_01
mips_25_01_01
mips_25_05_15
at_At5g03730 - mips_06_07_03 "SERINE/THREONINE-PROTEIN KINASE CTR1"
mips_10_01_05_01
Propertest Accuracy: 18/34 (52.94%)
Propertest Frequency class 'mips_10_01_01': 102/3835 (2.66%)
New (unknown) data (2278 items):
at_At1g14370 - no entry null
at_At1g27190 - no entry null
at_At1g35670 - no entry null
at_At1g48210 - no entry null
at_At1g48480 - mips_10_05 "protein kinase, putative"
at_At1g49730 - no entry null
at_At1g50610 - no entry null
at_At1g51620 - no entry null
at_At1g51810 - no entry null
at_At1g51830 - no entry null
at_At1g51870 - no entry null
at_At1g52540 - no entry null
at_At1g56720 - no entry null
at_At1g60630 - no entry null
at_At1g61370 - no entry null
at_At1g61440 - no entry null
at_At1g61860 - no entry null
at_At1g63430 - no entry null
at_At1g65800 - no entry null
at_At1g68400 - no entry null
at_At1g72460 - no entry null
at_At1g76360 - no entry null
at_At2g19190 - no entry null
at_At2g33580 - mips_10_05 "putative protein kinase"
at_At3g53810 - no entry null
at_At4g34500 - no entry null
at_At2g01210 - no entry null
at_At2g17890 - no entry null
at_At2g18890 - no entry null
at_At2g20300 - no entry null
at_At2g28590 - no entry null
at_At2g28930 - no entry null
at_At2g28990 - no entry null
at_At2g31500 - no entry null
at_At2g35890 - no entry null
at_At3g07070 - no entry null
at_At3g08680 - no entry null
at_At1g11340 - no entry null
at_At3g17410 - no entry null
at_At3g20530 - no entry null
at_At3g24790 - no entry null
at_At3g26940 - no entry null
at_At3g42880 - no entry null
at_At3g45440 - no entry null
at_At3g45860 - no entry null
at_At3g46290 - no entry null
at_At3g46410 - no entry null
at_At3g51850 - no entry null
at_At3g56050 - no entry null
at_At3g57120 - mips_10_05 "unknown protein"
at_At3g57700 - no entry null
at_At3g57730 - no entry null
at_At3g57760 - no entry null
at_At3g59110 - no entry null
at_At3g59350 - mips_10_05 "protein kinase-like protein"
at_At3g59700 - no entry null
at_At4g03390 - no entry null
at_At4g04570 - no entry null
at_At4g04740 - no entry null
at_At4g09570 - no entry null
at_At4g11470 - mips_10_05 "serine/threonine kinase-like protein"
at_At4g21380 - no entry null
at_At4g21400 - no entry null
at_At4g21940 - no entry null
at_At4g23180 - no entry null
at_At4g23200 - no entry null
at_At4g23210 - mips_10_05 "serine/threonine kinase - like protein"
at_At4g23290 - no entry null
at_At4g28350 - no entry null
at_At4g29180 - no entry null
at_At4g31250 - mips_10_05 "receptor kinase - like protein"
at_At4g36070 - no entry null
at_At4g38230 - no entry null
at_At4g39110 - no entry null
at_At5g01020 - no entry null
at_At5g12180 - no entry null
at_At5g13290 - no entry null
at_At5g24010 - no entry null
at_At5g24080 - no entry null
at_At5g38250 - no entry null
at_At5g38990 - no entry null
at_At5g43020 - no entry null
at_At5g46080 - no entry null
at_At5g56790 - no entry null
at_At5g02800 - no entry null
at_At5g04870 - no entry null
at_At5g23580 - no entry null
at_At5g41180 - no entry null
at_At5g54380 - no entry null
at_At5g60090 - mips_10_05 "protein kinase - like"
at_At5g60270 - no entry null
at_At1g31420 - no entry null
at_At1g48220 - no entry null
at_At1g61400 - no entry null
at_At1g61590 - mips_10_05 "putative protein"
at_At1g73660 - mips_01_04 "putative protein kinase"
at_At1g74740 - no entry null
at_At1g80640 - no entry null
at_At2g05940 - no entry null
at_At2g07180 - no entry null
at_At1g11280 - no entry null
at_At2g14440 - no entry null
at_At2g28250 - no entry null
at_At2g41860 - no entry null
at_At2g42290 - no entry null
at_At2g42960 - no entry null
at_At2g47060 - no entry null
at_At3g55450 - mips_10_05 "serine/threonine-specific protein kinase -like"
at_At3g57750 - no entry null
at_At4g02630 - no entry null
at_At4g17660 - no entry null
at_At4g21390 - no entry null
at_At4g21410 - no entry null
at_At4g22130 - no entry null
at_At4g23270 - no entry null
at_At4g23740 - mips_10_05 "putative receptor kinase"
at_At4g27300 - no entry null
at_At4g35030 - no entry null
at_At4g35230 - mips_10_05 "unknown protein"
at_At5g03320 - mips_10_05 "protein kinase - like"
at_At5g05160 - no entry null
at_At5g06740 - no entry null
at_At5g16000 - no entry null
at_At5g19360 - no entry null
at_At5g42120 - no entry null
at_At5g60080 - no entry null
at_At1g20650 - mips_10_05 "hypothetical protein"
at_At1g51910 - no entry null
at_At1g60800 - no entry null
at_At1g61380 - no entry null
at_At1g72540 - no entry null
at_At1g76040 - no entry null
at_At1g76370 - no entry null
at_At1g07570 - mips_10 "protein kinase APK1A"
at_At1g07870 - no entry null
at_At1g01540 - no entry null
at_At1g16130 - no entry null
at_At1g52290 - no entry null
at_At2g02800 - no entry null
at_At2g07020 - no entry null
at_At2g07040 - no entry null
at_At2g17220 - no entry null
at_At2g17290 - no entry null
at_At2g29220 - no entry null
at_At2g37050 - no entry null
at_At2g41970 - no entry null
at_At2g30730 - no entry null
at_At2g39660 - no entry null
at_At3g02810 - no entry null
at_At3g02880 - no entry null
at_At3g14350 - no entry null
at_At3g20190 - no entry null
at_At3g20410 - no entry null
at_At3g45330 - no entry null
at_At3g45410 - no entry null
at_At3g56760 - no entry null
at_At3g57720 - no entry null
at_At3g57740 - no entry null
at_At3g57770 - no entry null
at_At3g58690 - no entry null
at_At4g05200 - no entry null
at_At3g01300 - no entry null
at_At3g01840 - no entry null
at_At4g10390 - no entry null
at_At4g11460 - no entry null
at_At4g29450 - no entry null
at_At4g31220 - no entry null
at_At4g33430 - no entry null
at_At4g35310 - no entry null
at_At4g03230 - no entry null
at_At4g04500 - no entry null
at_At4g04510 - no entry null
at_At4g04710 - no entry null
at_At4g04720 - no entry null
at_At4g23150 - no entry null
at_At4g23190 - no entry null
at_At4g23280 - mips_10_05 "serine /threonine kinase - like protein"
at_At4g30520 - no entry null
at_At5g13160 - no entry null
at_At5g15080 - no entry null
at_At5g24100 - no entry null
at_At5g25440 - no entry null
at_At5g28080 - no entry null
at_At5g35960 - mips_10_05 "serine/threonine protein kinase-like"
at_At5g39000 - no entry null
at_At5g42440 - no entry null
at_At5g53320 - no entry null
at_At5g58300 - no entry null
at_At5g59260 - no entry null
at_At5g60280 - no entry null
at_At5g60310 - no entry null
at_At5g60320 - no entry null
at_At5g02290 - no entry null
at_At5g28680 - no entry null
at_At5g47850 - no entry null
------------------
Rule 3545
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,gammaproteobacteria),keyword(_2,transferase) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,bacteria),keyword(_2,multigene_family) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,firmicutes),desc(_2,probable) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),db_ref(_2,prodom) = 0
-> class mips_10_01_05 "enzyme mediated signal transduction"
Evaluation on training data (4529 items):
at_At1g22740 mips_10_01_05 "RAS-related protein, RAB7"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
at_At1g43890 mips_10_01_05 "GTP-binding protein, putative"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
at_At1g47590 mips_08_16 "hypothetical protein"
mips_10_01_05
mips_10_01_05_05
mips_63_19_05
at_At1g01200 mips_08_16 "GTP-binding protein, putative"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At1g52280 mips_06_04 "GTP-binding protein RAB7D, putative"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_07
mips_40_08
at_At1g70490 mips_08_07 "ADP-ribosylation factor 1 like protein"
mips_08_07_05
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_13_03
mips_13_03_01
mips_30_22
mips_40_08
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At1g75840 mips_10_01_05_05 "rac-like GTP binding protein (ARAC5)"
mips_10_01_05_05_01
mips_13_05
mips_13_07
at_At3g22950 mips_06_07_99 "ADP-ribosylation factor, putative"
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At4g19640 mips_06_04 "small GTP-binding protein - like"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_07
mips_40_08
at_At2g15310 mips_06 "putative ADP-ribosylation factor"
mips_06_04
mips_06_07
mips_06_07_99
mips_08
mips_08_07
mips_08_07_05
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_13
mips_13_03
mips_13_03_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_40
mips_40_03
mips_40_08
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63
mips_63_19
mips_63_19_05
mips_67
at_At2g18390 mips_08_16 "putative ADP-ribosylation factor"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At2g18770 mips_06_04 "putative signal recognition particle receptor beta subunit"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_11_05
at_At1g09180 mips_06_07_99 "putative GTP-binding protein, SAR1B"
mips_08_07
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_40_08
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At2g31060 mips_05_04_02 "putative GTP-binding protein"
mips_10_01_05_05
mips_63_19_05
at_At2g31680 mips_06_04 "putative RAS superfamily GTP-binding protein"
mips_08
mips_08_07
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40_02
mips_40_07
mips_40_08
mips_63_19_05
at_At2g33870 mips_08_07 "putative GTP-binding protein"
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At1g10630 mips_06_04 "similar to ADP-ribosylation factor gb|AAD17207; similar to ESTs gb|N65779, gb|AI996946.1, gb|AI725909.1, gb|T45928, gb|T42202"
mips_06_07
mips_06_07_99
mips_08
mips_08_07
mips_08_07_05
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_40_02
mips_40_08
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At2g43130 mips_08_16 "Ras-related GTP-binding protein (ARA-4)"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19_05
at_At2g44610 mips_10_01_05 "putative small GTP-binding protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
at_At2g47170 mips_06_07_99 "ADP-ribosylation factor 1"
mips_08_07
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_30_08
mips_40_08
mips_40_09
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At3g09900 mips_08_07 "putative Ras-like GTP-binding protein"
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At3g15060 mips_08_07 "ras-related GTP-binding protein"
mips_08_16
mips_10_01_05_05
mips_63_19_05
at_At3g51300 mips_10_01_05 "rac-like GTP binding protein Arac11"
mips_10_01_05_05
mips_10_01_05_05_01
mips_11_01
mips_13_05
mips_13_07
mips_13_11
mips_30_04
at_At3g53610 mips_06_04 "GTPase AtRAB8"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
at_At3g62560 mips_08_07_05 "Sar1-like GTP binding protein"
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_13_05
mips_13_07
mips_62_02_01_01
mips_62_02_01_01_99
at_At4g17530 mips_10_01_05_05 "ras-related small GTP-binding protein RAB1c"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At4g28950 mips_10_01_05_05 "rac GTP binding protein Arac7"
mips_10_01_05_05_01
mips_13_05
mips_13_07
at_At4g35020 mips_10_01_05_05 "Rho1Ps homolog/ Rac-like protein"
mips_10_01_05_05_01
mips_13_05
mips_13_07
at_At4g35860 mips_08_07 "GTP-binding protein GB2"
mips_08_07_27
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_13_03
mips_13_03_01
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At4g35950 mips_10_01_05_05 "ras-related small GTP-binding protein"
mips_10_01_05_05_01
mips_13_05
mips_13_07
at_At4g39890 mips_10_01_05_05 "small GTP-binding protein - like"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At4g39990 mips_08_07 "GTP-binding protein GB3"
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At5g10260 mips_06_04 "GTP-binding protein"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g13650 mips_05_04 "GTP-binding protein typA (tyrosine phosphorylated protein A)"
mips_05_04_02
mips_10_01_05
mips_10_01_05_05
mips_63_19_05
at_At5g14670 mips_06_07_99 "ADP-ribosylation factor - like protein"
mips_08_07_05
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_13_03
mips_13_03_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At5g37680 mips_08_07 "ADP-ribosylation factor-like protein (K12B20.15)"
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At5g39900 mips_05_04_02 "GTP-binding protein-like"
mips_10_01_05_05
mips_63_19_05
at_At5g45750 mips_08_07 "Rab-type small GTP-binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g52210 mips_08_07 "GTP-binding protein-like"
mips_08_07_05
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At5g59150 mips_10_01_05_05 "GTP-binding protein rab11 - like"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At1g20090 mips_10_01_05_05 "RAC-like GTP-binding protein ARAC4"
mips_10_01_05_05_01
mips_13_05
mips_13_07
at_At5g03530 mips_10_01_05_05 "AtRab GTP-binding protein"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g08650 mips_05_04_02 "GTP-binding protein LepA homolog"
mips_10_01_05
mips_10_01_05_05
mips_63_19_05
at_At5g17060 mips_06_04 "ADP-ribosylation factor -like protein"
mips_06_07
mips_06_07_99
mips_06_10
mips_08
mips_08_07
mips_08_07_05
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_40_08
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At5g47520 mips_08_16 "GTP-binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19_05
at_At5g47960 mips_08_16 "RAS superfamily GTP-binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19_05
at_At5g60860 mips_08_07 "GTP-binding protein - like"
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At3g09910 mips_10_01_05_05 "putative Ras-like GTP-binding protein"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
Training Accuracy: 48/48 (100.00%)
Training Frequency class 'mips_10_01_05': 211/4529 (4.66%)
Evaluation on validation data (2278 items):
at_At1g28550 mips_08_07 "ras-related GTP-binding protein, putative"
mips_08_16
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At1g56330 mips_04 "unknown protein"
mips_06
mips_06_04
mips_06_07
mips_06_07_99
mips_08
mips_08_07
mips_08_07_05
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40
mips_40_08
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63
mips_63_03
mips_63_19
mips_63_19_05
mips_67
at_At1g05810 mips_06_04 "RAS-related protein ARA-1"
mips_08
mips_08_07
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40_02
mips_40_07
mips_40_08
mips_63_19_05
at_At1g73640 mips_06_04 "putative ras-related GTP-binding protein"
mips_08_13
mips_08_16
mips_08_19
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At1g06400 mips_08_07 "putative protein"
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19_05
at_At1g09630 mips_06_04 "putative RAS-related protein, RAB11C"
mips_08
mips_08_07
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_02
mips_40_07
mips_40_08
mips_63_19_05
at_At2g21880 mips_10_01_05_05 "GTP-binding protein AtRab77"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At2g22290 mips_10_01_05_05 "putative GTP-binding protein"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At3g49870 mips_06_04 "ADP-RIBOSYLATION FACTOR like protein"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_07
mips_40_08
at_At3g46060 mips_04 "GTP-binding protein ara-3"
mips_06
mips_08_07
mips_10
mips_10_01_01
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19
at_At3g46830 mips_08_16 "GTP-binding protein Rab11"
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At4g08190 mips_10_01_05_05 "Rab-like protein"
mips_10_01_05_05_01
at_At4g17170 mips_10_01_05_05 "GTP-binding RAB2A like protein"
mips_10_05_01
mips_10_05_01_10
mips_40_09
mips_62_01_03
mips_62_01_99
mips_62_02_05
mips_62_02_99
at_At5g20020 mips_03_01_09 "small Ras-like GTP-binding protein"
mips_03_01_09_05
mips_08_01
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g62880 mips_10_01_05_05 "Arac10"
mips_10_01_05_05_01
mips_13_05
mips_13_07
Validation Accuracy: 15/15 (100.00%)
Validation Frequency class 'mips_10_01_05': 117/2278 (5.14%)
Evaluation on propertest data (3835 items):
at_At1g19600 - mips_01_03 "ribokinase, putative"
mips_01_03_01
mips_01_05_01_01_01
mips_02_01
mips_02_07
mips_02_07_03
at_At1g02440 mips_06_07_99 "ADP-ribosylation factor, putative"
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At1g21160 - mips_04_05_01_01 "transcription factor, putative"
mips_04_05_01_04_01
mips_05_04_01
at_At1g23490 mips_06 "unknown protein (At1g23490)"
mips_08_07
mips_08_07_05
mips_08_16
mips_10
mips_10_01_01
mips_10_01_05_05
mips_10_01_05_05_01
mips_13
mips_13_03
mips_13_03_01
mips_30_22
mips_40_08
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19
mips_63_19_05
mips_67
at_At1g49300 mips_10_01_05 "putative protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_08
at_At1g07410 mips_06_04 "small G protein, putative"
mips_08_16
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_11
mips_11_05
mips_13
mips_13_03
mips_13_03_01
mips_40_07
mips_63_19
mips_63_19_05
at_At1g02130 mips_10_01_05_05 "GTP-binding protein, ara-5"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At1g02430 mips_06_04 "hypothetical protein"
mips_06_07
mips_06_07_99
mips_08
mips_08_07
mips_08_07_05
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_13_03
mips_13_03_01
mips_40_08
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At2g17800 mips_10_01_05_05 "putative GTP-binding protein"
mips_10_01_05_05_01
mips_13_05
mips_13_07
at_At2g44690 mips_03 "rac-like protein ARAC9 (ARAC9)"
mips_10_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_11
mips_11_01
mips_13
mips_13_05
mips_13_07
mips_13_11
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_40_02
mips_63_19
mips_63_19_05
at_At3g03120 mips_06_07_99 "putative ADP-ribosylation factor"
mips_08_07
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_13_03
mips_13_03_01
mips_30_22
mips_40_08
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At3g07410 mips_08_16 "putative GTP-binding protein"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_40_08
mips_63_19_05
at_At3g11730 mips_10_01_05_05 "putative GTP-binding protein (ATFP8)"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At3g16100 mips_04 "putative RAS-related GTP-binding protein"
mips_06
mips_06_04
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11
mips_11_05
mips_40_07
mips_40_08
mips_63
mips_63_03
mips_63_19
at_At3g18820 mips_10_01_05_05 "GTP binding protein, putative"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At3g21700 mips_10_01_05 "putative SGP1 monomeric G-protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At3g48040 mips_03 "rac GTP binding protein Arac8 (Arac8)"
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_11
mips_11_01
mips_11_05
mips_11_05_03
mips_13
mips_13_05
mips_13_07
mips_13_11
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_40_02
mips_63_19
at_At3g49860 mips_10_01_05 "putative protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
at_At3g54840 mips_10_01_05_05 "small GTPase Ara6 (ARA6)"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At3g62290 mips_06_07_99 "ADP-ribosylation factor-like protein"
mips_08_07_05
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At3g01380 - mips_01_03 "putative phosphatidylinositolglycan class N short form"
mips_01_04
mips_01_04_01
mips_01_20_01
mips_01_20_01_07
mips_13_11_03
mips_13_11_03_01
mips_14_04_03
mips_14_04_03_05
mips_20_03
mips_40_01
at_At4g09720 mips_10_01_05_05 "AtRab76 (AtRAB76)"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At4g17160 mips_08_16 "GTP-binding RAB2A like protein"
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At4g18430 - mips_08_16 "membrane-bound small GTP-binding - like protein"
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At4g18800 mips_08_07 "ras-like GTP-binding protein"
mips_08_16
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At4g02080 mips_06_04 "SAR1/GTP-binding secretory factor"
mips_06_07_99
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
at_At5g09910 mips_08_07 "unknown protein"
mips_10_01_01
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_14_04
mips_14_04_03
mips_14_04_03_01
mips_40_08
mips_63_19
at_At5g20010 mips_03_01_09 "small Ras-like GTP-binding nuclear protein"
mips_03_01_09_05
mips_08_01
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g39620 mips_10_01_05_05 "AtRab78 (AtRAB78)"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g45130 mips_10_01_05 "ras-related GTP-binding protein RHA1 (sp|P31582)"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g45970 mips_10_01_05 "Rac-like gtp binding protein ARAC2 (sp|Q38903)"
mips_10_01_05_05
mips_10_01_05_05_01
mips_13_05
mips_13_07
at_At5g59840 mips_10_01_05 "GTP-binding protein ara-3"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
at_At5g64990 mips_08_16 "GTP binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g65270 mips_08_16 "GTP-binding protein"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_63_19_05
at_At5g67560 mips_08_07_05 "ADP-ribosylation factor-like protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At5g03520 mips_08_07 "GTP-binding protein - like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g05670 mips_08_07_03 "signal recognition particle receptor beta subunit-like protein"
mips_08_07_25
mips_08_07_27
mips_08_07_99
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_30_07
mips_30_08
mips_30_09
mips_40_09
mips_62_01_03
mips_62_01_99
mips_62_02_05
mips_62_02_99
at_At5g55080 mips_03 "salt stress inducible small GTP binding protein Ran1-like protein"
mips_03_01
mips_03_01_09
mips_03_01_09_05
mips_03_03
mips_03_03_01
mips_06_04
mips_08
mips_08_01
mips_10_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
mips_63_03
mips_63_19
at_At5g55190 - mips_03_01_09 "salt stress inducible small GTP binding protein Ran1 homolog"
mips_03_01_09_05
mips_04_07
mips_08_01
mips_10_05_01
mips_10_05_01_10
Propertest Accuracy: 34/39 (87.18%)
Propertest Frequency class 'mips_10_01_05': 185/3835 (4.82%)
New (unknown) data (2278 items):
at_At3g12160 - no entry null
at_At5g47200 - no entry null
------------------
Rule 2744
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),desc(_2,precursor) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),species(_2,schizosaccharomyces_pombe__fission_yeast_) = 1
-> class mips_10_01_05 "enzyme mediated signal transduction"
Evaluation on training data (4529 items):
at_At1g43900 mips_01_04 "putative protein phosphatase type 2C (At1g43900)"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g23360 mips_10_01_05_01 "hypothetical protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g33920 mips_10_01_05 "unknown protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g20050 mips_06 "putative protein phosphatase 2C"
mips_06_07_03
mips_10
mips_10_01_05_01
mips_10_01_05_01_02
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_62_02_01_02
mips_62_02_01_02_05
mips_63_01
mips_63_17_07
at_At2g35350 mips_01_04 "hypothetical protein"
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17
mips_63_17_07
at_At3g51470 mips_10_01_05_01 "protein phosphatase 2C-like protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g63130 mips_01_03_16 "RAN GTPase like protein"
mips_01_03_16_01
mips_08_01
mips_10_01_05_05
mips_62_02_01_02
at_At4g16580 mips_10_01_05 "hypothetical protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g38520 mips_10_01_05 "putative protein phosphatase-2c"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g10740 mips_10_01_05_01 "protein phosphatase 2C -like protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g19280 mips_06_07 "kinase associated protein phosphatase"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g19320 mips_08 "RAN GTPase activating protein 2"
mips_08_01
mips_10_01_05
mips_10_01_05_05
mips_10_05
mips_40_02
at_At5g66080 mips_01_04 "protein phosphatase 2C-like protein"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
Training Accuracy: 13/13 (100.00%)
Training Frequency class 'mips_10_01_05': 211/4529 (4.66%)
Evaluation on validation data (2278 items):
at_At1g34750 mips_01_04_07 "protein phosphatase type 2C, putative"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g47380 mips_06_07_03 "unknown protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_62_02_01_02
mips_62_02_01_02_05
mips_63_17_07
at_At1g48040 mips_10_01_05_01 "protein phosphatase-2C, putative"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g29380 mips_10_01_05 "putative protein phosphatase 2C"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g30170 mips_01_04 "unknown protein"
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17
mips_63_17_07
at_At4g08260 mips_06 "putative protein"
mips_10
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g27800 mips_01_04 "protein phosphatase homolog (PPH1)"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g31860 mips_06 "protein phosphatase 2C - like protein"
mips_10
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g02760 mips_01_04 "protein phosphatase - like protein"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g26010 mips_10_01_05_01 "protein phosphatase - like"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g51760 mips_10_01_05_01 "protein phosphatase-2C; PP2C-like protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
Validation Accuracy: 11/11 (100.00%)
Validation Frequency class 'mips_10_01_05': 117/2278 (5.14%)
Evaluation on propertest data (3835 items):
at_At1g22280 mips_01_04_07 "putative protein phosphatase type 2C (At1g22280)"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g72770 mips_01_04 "protein phosphatase 2C (AtP2C-HA)"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g78200 mips_10_01_05_01 "putative protein phosphatase 2C"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g79630 mips_01_04 "putative protein phosphatase-2C (At1g79630)"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g09160 mips_10_01_05_01 "putative protein phosphatase 2C"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g10510 - mips_11_05 "unknown protein"
mips_11_05_05
mips_11_05_05_06
mips_40_27
mips_40_27_03
mips_40_34
at_At1g03590 mips_10_01_05_01 "protein phosphatase 2C (AtPPC6;6)"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g25070 mips_01_04 "putative protein phosphatase 2C"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g33700 mips_10_01_05 "putative protein phosphatase 2C"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g34740 mips_01_04_07 "putative protein phosphatase 2C"
mips_06_07_03
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_01
mips_63_17_07
mips_63_19
at_At2g43930 - mips_01_04 "putative protein kinase"
mips_04_09
mips_25_05_25
mips_30_04
mips_40_04_03
at_At2g40860 mips_01_04 "putative protein phosphatase 2C"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g02750 mips_01 "protein phosphatase-2C (PP2C) like protein"
mips_01_04
mips_06
mips_06_07
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g06000 - mips_08_01 "hypothetical protein"
mips_14_10
mips_14_10_02
mips_14_10_02_02
mips_14_10_02_02_02
mips_20_25_16
mips_30_02
mips_63_09
mips_67_13
at_At3g12620 mips_10_01_05_01 "hypothetical protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g15260 mips_01 "putative protein phosphatase type 2C"
mips_01_04_07
mips_06
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g27140 mips_01_04 "protein phosphatase 2C, putative"
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17
mips_63_17_07
at_At3g55050 mips_01 "protein phosphatase 2C - like protein"
mips_06
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g62260 mips_10_01_05_01 "unknown protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g16800 mips_10_01_05_01 "protein phosphatase, putative"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g11040 mips_06 "putative protein"
mips_10
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g28400 mips_01_04_07 "protein phosphatase 2C like protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g32950 mips_10_01_05_01 "putative protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g06750 - mips_01_04 "protein phosphatase 2C-like"
mips_63_17
mips_63_17_01
at_At5g27100 - mips_10_05_02 "ion channel - like protein (AtGLR2.1)"
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_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_At5g58150 - mips_10 "receptor-like protein kinase"
mips_10_01
mips_10_01_01
at_At5g01700 mips_10_01_05_01 "putative protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
Propertest Accuracy: 21/27 (77.78%)
Propertest Frequency class 'mips_10_01_05': 185/3835 (4.82%)
New (unknown) data (2278 items):
at_At1g14390 - no entry null
at_At1g72900 - no entry null
at_At3g51370 - no entry null
at_At4g31750 - no entry null
at_At5g27930 - no entry null
at_At5g55540 - mips_08_13 "putative protein"
at_At2g46850 - no entry null
at_At3g63320 - no entry null
at_At2g20210 - no entry null
at_At3g05640 - no entry null
at_At3g06270 - no entry null
at_At3g11410 - no entry null
at_At3g16560 - no entry null
at_At3g17090 - no entry null
------------------
Rule 1881
eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,tigrfams),desc(_2,in) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,firmicutes),desc(_2,homolog) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,enterobacteriaceae) = 1
-> class mips_10_01_05 "enzyme mediated signal transduction"
Evaluation on training data (4529 items):
at_At1g19050 mips_04_05_01_04_01 "putative protein"
mips_10_01_05_07
mips_10_01_99
at_At1g59940 mips_10_01_05_07 "putative protein"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
at_At1g68210 mips_02_13 "hypothetical protein"
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At1g78010 mips_01_03 "similar to GTPase emb|CAA66716; similar to EST AA586267"
mips_01_03_10
mips_04_05_05
mips_04_05_05_01
mips_05_04
mips_05_07
mips_08_02
mips_10_01_05
mips_10_01_05_05
mips_11_07
mips_11_07_03
at_At2g27070 mips_04_05_01_04_01 "putative two-component response regulator protein"
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At2g41310 mips_02 "putative two-component response regulator 3 protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At3g48100 mips_02 "response reactor 2 (ATRR2)"
mips_01_04_04
mips_02_13
mips_02_13_03
mips_02_13_05
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_11_01
at_At3g56380 mips_02_13 "response regulator-like protein"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At3g57040 mips_02 "responce reactor 4"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At5g49240 mips_10_01_05_07 "putative protein"
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At5g51460 mips_01_05_04 "trehalose-6-phosphate phosphatase"
mips_02_19
mips_10_01_05_01
mips_10_01_05_01_04
mips_20_25_16
mips_20_25_16_01
at_At5g62120 mips_01_04_04 "putative protein"
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
Training Accuracy: 12/12 (100.00%)
Training Frequency class 'mips_10_01_05': 211/4529 (4.66%)
Evaluation on validation data (2278 items):
at_At1g49190 - mips_10_05 "putative two-component response regulator gb|AAD12696.1"
mips_10_05_01
mips_10_05_01_10
at_At1g67710 mips_04_05_01_04_01 "response regulator 11 (ARR11)"
mips_06_07_03
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_11_05_01
mips_11_05_01_01
mips_11_05_05
mips_30_01
mips_63_03_01
at_At1g74890 mips_02_13 "putative response regulator (two component phosphotransfer signaling)"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At1g79470 - mips_01_03_01 "unknown protein"
mips_01_03_01_03
at_At3g27180 - mips_03_01_05 "hypothetical protein"
mips_03_01_05_01
mips_04_03
mips_04_03_03
at_At4g16110 mips_01_04 "hypothetical protein"
mips_01_04_04
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_11_05_01
mips_11_05_01_01
mips_14_01
mips_30_01
mips_63_03_01
at_At5g02810 mips_01_04_04 "unknown protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_63_03_01
at_At5g07210 mips_01_04_04 "putative protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At5g11480 mips_05_04_01 "putative GTP-binding protein"
mips_10_01_05_05
at_At5g18570 mips_06_04 "GTP-binding protein obg -like"
mips_08
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_01
mips_14_01
mips_40_02
mips_40_07
mips_40_08
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63_19_05
at_At5g24470 mips_10_01_05 "pseudo-response regulator 5 (APRR5)"
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_25_03
at_At5g58080 mips_01_04_04 "ARR2 - like protein"
mips_04
mips_10
mips_10_01_01
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At5g60100 mips_02_13 "pseudo-response regulator 3 (APRR3)"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
at_At5g61380 mips_02_13 "pseudo-response regulator 1"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05
mips_10_01_05_07
at_At5g62920 mips_01_04_04 "response regulator 6 (ARR6)"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
Validation Accuracy: 12/15 (80.00%)
Validation Frequency class 'mips_10_01_05': 117/2278 (5.14%)
Evaluation on propertest data (3835 items):
at_At1g33950 - mips_01 "AIG1-like protein"
mips_01_04
mips_03
mips_06
mips_06_07
mips_10
mips_10_01
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_01
mips_10_05_01_12_99
mips_11
mips_11_05
mips_11_05_03
mips_13
mips_13_05
mips_14
mips_14_01
mips_30
mips_30_04
mips_40_04
mips_63
mips_63_07
mips_63_17
mips_63_17_01
mips_63_19
at_At1g80770 mips_10_01_05 "GTP-binding protein, putative"
mips_10_01_05_05
mips_30_08
mips_30_25
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_63_17
mips_63_17_09
mips_63_19_05
at_At1g07620 - mips_30_08 "GTP-binding protein, putative"
mips_30_25
mips_40_25
mips_62_02_01_01
mips_63_19_05
at_At2g25180 mips_02_13 "putative two-component response regulator protein"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At2g40670 mips_02 "putative two-component response regulator protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_25
mips_25_03
mips_40_03
mips_63_03
mips_63_03_01
at_At2g01760 mips_01_04 "putative two-component response regulator protein"
mips_01_04_04
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At2g38670 - mips_01_06 "putative phospholipid cytidylyltransferase"
mips_01_06_01
mips_01_06_01_01
mips_01_20
mips_01_20_17
mips_01_20_17_03
mips_40_07
at_At3g04280 mips_02 "putative response regulator protein (receiver component)"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_03
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_07
mips_10_01_99
mips_11
mips_11_01
mips_14
mips_14_01
mips_25
mips_25_03
mips_40_03
mips_40_10
mips_63
mips_63_03
mips_63_03_01
at_At3g24320 - mips_03_01 "mismatch binding protein, putative"
mips_03_01_05
mips_03_01_05_03
mips_03_01_05_03_01
mips_03_03
mips_03_03_02
mips_03_03_02_03
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_01
at_At3g54690 - mips_01_01 "sugar-phosphate isomerase - like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_05_01_03
mips_01_05_01_03_04
mips_14_04_03
mips_14_04_03_03
mips_63_13
mips_63_13_01
at_At4g15130 - mips_01_06_01_01 "putative phosphocholine cytidylyltransferase"
mips_01_20_17_03
at_At4g26900 - mips_01 "glutamine amidotransferase/cyclase"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_15
mips_01_03
mips_01_02
mips_01_03_04
mips_01_03_04_03
mips_40
mips_40_03
mips_40_16
mips_63
mips_63_19
at_At5g23330 - mips_01_07 "unknown protein"
mips_01_07_01
mips_01_07_07
mips_06_07
mips_40_03
Propertest Accuracy: 5/13 (38.46%)
Propertest Frequency class 'mips_10_01_05': 185/3835 (4.82%)
New (unknown) data (2278 items):
at_At2g18250 - no entry null
at_At2g27200 - mips_08_16 "putative nucleotide-binding protein"
at_At3g07060 - no entry null
------------------
Rule 3546
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,planorbidae) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,culicoidea) = 0
eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,repeat),db_ref(_2,smart) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,bacteria),keyword(_2,multigene_family) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,emericella) = 1
-> class mips_10_05_01 "receptor enzyme mediated signalling"
Evaluation on training data (4529 items):
at_At1g22740 mips_10_01_05 "RAS-related protein, RAB7"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
at_At1g43890 mips_10_01_05 "GTP-binding protein, putative"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
at_At1g01200 mips_08_16 "GTP-binding protein, putative"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At1g52280 mips_06_04 "GTP-binding protein RAB7D, putative"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_07
mips_40_08
at_At4g19640 mips_06_04 "small GTP-binding protein - like"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_07
mips_40_08
at_At2g18770 mips_06_04 "putative signal recognition particle receptor beta subunit"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_11_05
at_At2g31680 mips_06_04 "putative RAS superfamily GTP-binding protein"
mips_08
mips_08_07
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40_02
mips_40_07
mips_40_08
mips_63_19_05
at_At2g33870 mips_08_07 "putative GTP-binding protein"
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At2g43130 mips_08_16 "Ras-related GTP-binding protein (ARA-4)"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19_05
at_At2g44610 mips_10_01_05 "putative small GTP-binding protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
at_At3g09900 mips_08_07 "putative Ras-like GTP-binding protein"
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At3g53610 mips_06_04 "GTPase AtRAB8"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
at_At4g17530 mips_10_01_05_05 "ras-related small GTP-binding protein RAB1c"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At4g39890 mips_10_01_05_05 "small GTP-binding protein - like"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At4g39990 mips_08_07 "GTP-binding protein GB3"
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At5g10260 mips_06_04 "GTP-binding protein"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g45750 mips_08_07 "Rab-type small GTP-binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g59150 mips_10_01_05_05 "GTP-binding protein rab11 - like"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g03530 mips_10_01_05_05 "AtRab GTP-binding protein"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g47520 mips_08_16 "GTP-binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19_05
at_At5g47960 mips_08_16 "RAS superfamily GTP-binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19_05
at_At5g60860 mips_08_07 "GTP-binding protein - like"
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At3g09910 mips_10_01_05_05 "putative Ras-like GTP-binding protein"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
Training Accuracy: 23/23 (100.00%)
Training Frequency class 'mips_10_05_01': 85/4529 (1.88%)
Evaluation on validation data (2278 items):
at_At1g28550 mips_08_07 "ras-related GTP-binding protein, putative"
mips_08_16
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At1g05810 mips_06_04 "RAS-related protein ARA-1"
mips_08
mips_08_07
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40_02
mips_40_07
mips_40_08
mips_63_19_05
at_At1g06400 mips_08_07 "putative protein"
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19_05
at_At1g09630 mips_06_04 "putative RAS-related protein, RAB11C"
mips_08
mips_08_07
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_02
mips_40_07
mips_40_08
mips_63_19_05
at_At2g21880 mips_10_01_05_05 "GTP-binding protein AtRab77"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At3g49870 mips_06_04 "ADP-RIBOSYLATION FACTOR like protein"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_07
mips_40_08
at_At3g46060 mips_04 "GTP-binding protein ara-3"
mips_06
mips_08_07
mips_10
mips_10_01_01
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19
at_At3g46830 mips_08_16 "GTP-binding protein Rab11"
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At4g08190 - mips_10_01_05_05 "Rab-like protein"
mips_10_01_05_05_01
at_At4g17170 mips_10_01_05_05 "GTP-binding RAB2A like protein"
mips_10_05_01
mips_10_05_01_10
mips_40_09
mips_62_01_03
mips_62_01_99
mips_62_02_05
mips_62_02_99
at_At5g20020 mips_03_01_09 "small Ras-like GTP-binding protein"
mips_03_01_09_05
mips_08_01
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
Validation Accuracy: 10/11 (90.91%)
Validation Frequency class 'mips_10_05_01': 57/2278 (2.50%)
Evaluation on propertest data (3835 items):
at_At1g49300 mips_10_01_05 "putative protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_08
at_At1g07410 - mips_06_04 "small G protein, putative"
mips_08_16
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_11
mips_11_05
mips_13
mips_13_03
mips_13_03_01
mips_40_07
mips_63_19
mips_63_19_05
at_At3g07410 - mips_08_16 "putative GTP-binding protein"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_40_08
mips_63_19_05
at_At3g11730 mips_10_01_05_05 "putative GTP-binding protein (ATFP8)"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At3g16100 mips_04 "putative RAS-related GTP-binding protein"
mips_06
mips_06_04
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11
mips_11_05
mips_40_07
mips_40_08
mips_63
mips_63_03
mips_63_19
at_At3g18820 mips_10_01_05_05 "GTP binding protein, putative"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At4g09720 mips_10_01_05_05 "AtRab76 (AtRAB76)"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At4g17160 mips_08_16 "GTP-binding RAB2A like protein"
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At4g18430 mips_08_16 "membrane-bound small GTP-binding - like protein"
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At4g18800 mips_08_07 "ras-like GTP-binding protein"
mips_08_16
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At5g20010 mips_03_01_09 "small Ras-like GTP-binding nuclear protein"
mips_03_01_09_05
mips_08_01
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g39620 mips_10_01_05_05 "AtRab78 (AtRAB78)"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g45130 mips_10_01_05 "ras-related GTP-binding protein RHA1 (sp|P31582)"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g59840 mips_10_01_05 "GTP-binding protein ara-3"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
at_At5g64990 mips_08_16 "GTP binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g65270 mips_08_16 "GTP-binding protein"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_63_19_05
at_At5g03520 mips_08_07 "GTP-binding protein - like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g05670 - mips_08_07_03 "signal recognition particle receptor beta subunit-like protein"
mips_08_07_25
mips_08_07_27
mips_08_07_99
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_30_07
mips_30_08
mips_30_09
mips_40_09
mips_62_01_03
mips_62_01_99
mips_62_02_05
mips_62_02_99
at_At5g54840 mips_04 "SGP1 monomeric G-protein (emb|CAB54517.1)"
mips_06
mips_06_04
mips_08
mips_08_07
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40
mips_40_07
mips_40_08
mips_63
mips_63_03
mips_63_19
at_At5g55080 mips_03 "salt stress inducible small GTP binding protein Ran1-like protein"
mips_03_01
mips_03_01_09
mips_03_01_09_05
mips_03_03
mips_03_03_01
mips_06_04
mips_08
mips_08_01
mips_10_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
mips_63_03
mips_63_19
at_At5g55190 mips_03_01_09 "salt stress inducible small GTP binding protein Ran1 homolog"
mips_03_01_09_05
mips_04_07
mips_08_01
mips_10_05_01
mips_10_05_01_10
Propertest Accuracy: 18/21 (85.71%)
Propertest Frequency class 'mips_10_05_01': 80/3835 (2.09%)
New (unknown) data (2278 items):
at_At3g12160 - no entry null
------------------
Rule 1873
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 0
eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,tigrfams),desc(_2,in) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),db_ref(_2,smart) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,aeropyrum),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),keyword(_2,mitochondrion) = 0
-> class mips_10_05_01 "receptor enzyme mediated signalling"
Evaluation on training data (4529 items):
at_At1g19050 - mips_04_05_01_04_01 "putative protein"
mips_10_01_05_07
mips_10_01_99
at_At1g59940 mips_10_01_05_07 "putative protein"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
at_At1g68210 mips_02_13 "hypothetical protein"
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At2g17820 mips_01_05_01_01_01 "histidine kinase 1"
mips_01_20_03
mips_02_08
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_01_01
mips_62_01
mips_62_01_01
at_At3g23150 mips_02_13 "ethylene receptor, putative"
mips_02_13_05
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_11_05_05_99
mips_14_01_03
mips_20_20
mips_20_20_18
mips_40_30
at_At2g01830 mips_01_04_04 "cytokinin receptor CRE1b (CRE1)"
mips_01_05_04
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_13_11_03
mips_13_11_03_13
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_30
at_At2g02710 mips_10_05 "twin LOV protein 1 (TLP1)"
mips_10_05_01
mips_10_05_01_10
mips_14_01
mips_14_01_03
mips_40_02
mips_67_01
mips_67_04
at_At2g27070 mips_04_05_01_04_01 "putative two-component response regulator protein"
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At2g41310 mips_02 "putative two-component response regulator 3 protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At3g48100 mips_02 "response reactor 2 (ATRR2)"
mips_01_04_04
mips_02_13
mips_02_13_03
mips_02_13_05
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_11_01
at_At3g56380 mips_02_13 "response regulator-like protein"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At3g57040 mips_02 "responce reactor 4"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At5g10720 mips_01_04 "histidine kinase - like protein"
mips_01_04_04
mips_01_05_04
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_11_05_05_99
mips_13_11_03
mips_13_11_03_13
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At5g35750 mips_01_05_04 "histidine kinase (AHK2)"
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_13_11_03
mips_13_11_03_13
mips_14_01_03
mips_20_20
mips_20_20_18
mips_40_30
at_At5g49240 mips_10_01_05_07 "putative protein"
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At5g62120 mips_01_04_04 "putative protein"
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
Training Accuracy: 15/16 (93.75%)
Training Frequency class 'mips_10_05_01': 85/4529 (1.88%)
Evaluation on validation data (2278 items):
at_At1g49190 mips_10_05 "putative two-component response regulator gb|AAD12696.1"
mips_10_05_01
mips_10_05_01_10
at_At1g52260 - mips_02 "protein disulfide isomerase precursor, putative"
mips_02_11
mips_06
mips_06_04
mips_14
mips_14_04
mips_25
mips_25_05
mips_25_05_25
mips_40_07
mips_40_16
at_At1g67710 mips_04_05_01_04_01 "response regulator 11 (ARR11)"
mips_06_07_03
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_11_05_01
mips_11_05_01_01
mips_11_05_05
mips_30_01
mips_63_03_01
at_At1g05140 - mips_06_07_11 "Unknown protein (YUP8H12.25)"
mips_20_25_16
mips_20_25_16_99
mips_47_03_11
at_At1g74890 mips_02_13 "putative response regulator (two component phosphotransfer signaling)"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At1g10470 mips_10_01_05_07 "putative response regulator 3"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
at_At1g66340 mips_01_04 "ethylene-response protein, ETR1"
mips_01_04_04
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_14_01
mips_14_01_03
mips_20_20
mips_20_20_18
mips_40_30
at_At2g18790 mips_01_04_04 "phytochrome B"
mips_06_07_03
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_11_05_05_99
mips_40_01
mips_40_30
at_At3g13230 - mips_04_01 "unknown protein"
mips_04_01_04
at_At3g27180 - mips_03_01_05 "hypothetical protein"
mips_03_01_05_01
mips_04_03
mips_04_03_03
at_At4g16110 mips_01_04 "hypothetical protein"
mips_01_04_04
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_11_05_01
mips_11_05_01_01
mips_14_01
mips_30_01
mips_63_03_01
at_At5g02810 - mips_01_04_04 "unknown protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_63_03_01
at_At5g07210 mips_01_04_04 "putative protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At5g24470 mips_10_01_05 "pseudo-response regulator 5 (APRR5)"
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_25_03
at_At5g40290 - mips_01_20_01 "putative protein"
mips_01_20_01_09
mips_10_01_05_05
mips_11_05_01_01
mips_25_05_09
at_At5g58080 mips_01_04_04 "ARR2 - like protein"
mips_04
mips_10
mips_10_01_01
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At5g60100 - mips_02_13 "pseudo-response regulator 3 (APRR3)"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
at_At5g61380 - mips_02_13 "pseudo-response regulator 1"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05
mips_10_01_05_07
at_At5g62920 mips_01_04_04 "response regulator 6 (ARR6)"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
Validation Accuracy: 11/19 (57.89%)
Validation Frequency class 'mips_10_05_01': 57/2278 (2.50%)
Evaluation on propertest data (3835 items):
at_At1g27320 - mips_01_05_04 "histidine kinase (AHK3)"
mips_13_11_03
mips_13_11_03_13
mips_14_01
mips_14_01_03
mips_20_20
mips_20_20_18
at_At1g54130 - mips_01_03_01 "RSH3"
mips_03_03_01_03
mips_10_01_09
at_At1g65640 mips_06_07_11 "serine protease DO, putative"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At1g72090 - mips_01_07_01 "putative protein"
at_At1g07620 - mips_30_08 "GTP-binding protein, putative"
mips_30_25
mips_40_25
mips_62_02_01_01
mips_63_19_05
at_At1g09570 mips_06_07 "putative phytochrome A"
mips_06_07_03
mips_10_01
mips_10_01_01
mips_10_01_99
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11
mips_11_05
mips_11_05_05
mips_11_05_05_99
mips_14
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_01
at_At2g25180 mips_02_13 "putative two-component response regulator protein"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At2g40670 mips_02 "putative two-component response regulator protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_25
mips_25_03
mips_40_03
mips_63_03
mips_63_03_01
at_At2g43360 - mips_01_06 "biotin synthase (Bio B)"
mips_01_07
mips_01_07_01
mips_40_16
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_At2g01760 mips_01_04 "putative two-component response regulator protein"
mips_01_04_04
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At2g38670 - mips_01_06 "putative phospholipid cytidylyltransferase"
mips_01_06_01
mips_01_06_01_01
mips_01_20
mips_01_20_17
mips_01_20_17_03
mips_40_07
at_At3g04280 - mips_02 "putative response regulator protein (receiver component)"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_03
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_07
mips_10_01_99
mips_11
mips_11_01
mips_14
mips_14_01
mips_25
mips_25_03
mips_40_03
mips_40_10
mips_63
mips_63_03
mips_63_03_01
at_At3g04580 mips_02_13 "putative ethylene receptor"
mips_02_13_03
mips_02_13_05
mips_06_07_03
mips_10_01_01
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_11_05_05
mips_11_05_05_99
mips_40_30
at_At3g01850 - mips_02_07 "D-ribulose-5-phosphate 3-epimerase like protein"
mips_02_07_01
mips_02_07_03
at_At4g18130 mips_06_07_03 "phytochrome E"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_11_05_05_99
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_01
mips_40_30
at_At4g20310 - mips_01_06_10 "putative protein"
mips_06_07_11
mips_06_13_99
at_At4g02510 - mips_06_07_03 "chloroplast protein import component Toc159-like"
mips_08_02
mips_11_05_03
mips_30_26
mips_30_26_03
mips_40_26
mips_40_26_03
mips_63_19_05
mips_67_99
at_At4g16250 mips_02_13 "phytochrome D"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_06_07_03
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_11_05_05_99
mips_40_01
mips_40_30
at_At5g15410 mips_10_05_01 "cyclic nucleotide-gated cation channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g35840 mips_06_07_03 "phytochrome C (sp|P14714)"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_01
mips_40_30
at_At5g40200 mips_06 "putative serine protease (MSN9.10)"
mips_06_07
mips_06_07_11
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
mips_63
mips_63_01
at_At5g58530 - mips_01_03_07 "putative protein"
mips_02_13
mips_02_13_03
mips_67_15
at_At5g54840 mips_04 "SGP1 monomeric G-protein (emb|CAB54517.1)"
mips_06
mips_06_04
mips_08
mips_08_07
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40
mips_40_07
mips_40_08
mips_63
mips_63_03
mips_63_19
Propertest Accuracy: 13/24 (54.17%)
Propertest Frequency class 'mips_10_05_01': 80/3835 (2.09%)
New (unknown) data (2278 items):
at_At1g02390 - no entry null
at_At1g26160 - no entry null
at_At2g23820 - no entry null
at_At2g25740 - no entry null
at_At2g27200 - mips_08_16 "putative nucleotide-binding protein"
at_At3g49170 - no entry null
at_At4g02790 - mips_08_16 "unknown protein"
at_At4g01950 - no entry null
at_At1g06520 - no entry null
at_At1g14170 - mips_06_13 "unknown protein"
at_At1g08410 - mips_08_16 "unknown protein"
at_At3g03390 - no entry null
at_At5g57360 - mips_63_07 "FKF1-like protein 2 (gb|AAF32300.1)"
------------------
Rule 1478
eval(_1,_2,4.0e-3-0.1),classification(_2,proteobacteria),desc(_2,type) = 0
eval(_1,_2,4.0e-3-0.1),mol_wt(_2,38820.0-54204.0),classification(_2,synechocystis) = 0
eval(_1,_2,4.0e-3-0.1),sq_len(_2,667.0-1005.0),desc(_2,nuclear) = 0
eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,polymorphism),desc(_2,chain) = 0
eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,485.0-667.0),classification(_2,cricetinae) = 0
eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,15.0-349.0),classification(_2,teleostei) = 1
eval(_1,_2,8.0e-10-2.0e-5),species(_2,schizosaccharomyces_pombe__fission_yeast_),db_ref(_2,prosite) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,saccharomyces),desc(_2,transcription) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,thermotogae),desc(_2,factor) = 1
eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,1574.0-38820.0),db_ref(_2,flybase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),db_ref(_2,sgd) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),classification(_2,streptococcus) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,actinobacteria) = 0
-> class mips_25_05_15 "myogenesis"
Evaluation on training data (4529 items):
at_At1g13220 mips_13_05 "putative nuclear matrix constituent protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_45
mips_45_03
mips_45_03_12
mips_63_06
mips_63_07
at_At1g24560 mips_13_05 "putative myosin heavy chain"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_04
mips_63_06
at_At1g49870 mips_13_05 "hypothetical protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_63_06
at_At1g55830 mips_13 "hypothetical protein"
mips_13_07
mips_25_05
mips_25_05_15
mips_35_03_12
mips_40_04
mips_63_01
mips_63_06
mips_63_19
at_At1g64320 mips_13 "bZIP transcription factor, putative"
mips_13_07
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_04
mips_40_27
mips_63_01
mips_63_06
mips_63_07
mips_63_19
at_At1g68060 mips_06_07 "unknown protein"
mips_13_05
mips_25_05_15
mips_35_03_12
mips_40_04
mips_63_06
at_At1g68790 mips_13_05 "putative nuclear matrix constituent protein 1 (NMCP1)"
mips_25_05_15
mips_35_03_12
mips_63_06
at_At4g26760 mips_03_03_03 "unknown protein"
mips_13_05
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_63_06
at_At2g30500 mips_13 "unknown protein"
mips_13_07
mips_25
mips_25_05
mips_25_05_15
mips_30
mips_30_27
mips_30_27_01
mips_35_03_12
mips_40
mips_40_27
mips_40_27_01
mips_63
mips_63_07
at_At2g38370 mips_13_07 "hypothetical protein"
mips_25_05_15
mips_35_03_12
mips_45_03_12
at_At2g46180 mips_13_05 "unknown protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_63_06
at_At3g12190 mips_13_07 "hypothetical protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_27
mips_63_07
at_At3g12550 mips_13_07 "hypothetical protein"
mips_25_05_15
mips_35_03_12
mips_40_27
mips_63_07
at_At3g18480 mips_13_07 "unknown protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_27
mips_63_07
at_At4g02710 mips_13_05 "predicted protein of unknown function"
mips_25_05_15
mips_35_03_12
at_At5g19390 mips_06_07 "putative protein"
mips_13
mips_13_05
mips_25
mips_25_05
mips_25_05_15
mips_35_03_12
mips_40_03
mips_40_04
mips_63_01
mips_63_06
mips_63_19
at_At5g55230 mips_02_45 "putative protein"
mips_03_03_01_01
mips_03_03_03
mips_03_03_04
mips_03_03_04_07
mips_13_05
mips_20_25_09
mips_25_05_15
mips_30_04_03
mips_35
mips_35_03
mips_35_03_12
mips_40_04_03
mips_45
mips_45_03
mips_45_03_12
at_At5g07660 mips_03_01_05 "SMC-like protein"
mips_03_01_05_01
mips_13_05
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_63_06
mips_67_50
mips_67_50_25
at_At1g74830 mips_13_07 "hypothetical protein"
mips_25_05_15
mips_30_27
mips_30_27_01
mips_35_03_12
mips_37
mips_37_03
mips_37_03_13
mips_40_27_01
mips_45_03_09
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_05
mips_47_03_13
Training Accuracy: 19/19 (100.00%)
Training Frequency class 'mips_25_05_15': 57/4529 (1.26%)
Evaluation on validation data (2278 items):
at_At2g22560 - mips_45 "hypothetical protein"
mips_45_03
mips_45_03_12
mips_63_07
at_At2g01750 mips_13_05 "putative myosin heavy chain-like protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_63_06
at_At2g34730 - mips_45 "putative myosin heavy chain"
mips_45_03
mips_45_03_12
mips_63_07
at_At3g43680 - mips_25_05_09 "putative protein"
mips_40_27
at_At4g04070 mips_13_05 "hypothetical protein"
mips_25_05_15
mips_35_03_12
mips_63_06
at_At4g18240 - mips_02 "starch synthase-like protein"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06
mips_01_06_01
mips_02_19
mips_06_07
mips_30_01
mips_30_34
mips_40_07
mips_40_16
mips_40_30
at_At4g30790 mips_13_05 "putative protein"
mips_25_05_15
mips_35_03_12
mips_63_06
at_At4g36120 mips_13_05 "myosin-like protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_63_06
at_At5g49830 - mips_40_04_03 "putative protein"
Validation Accuracy: 4/9 (44.44%)
Validation Frequency class 'mips_25_05_15': 22/2278 (0.97%)
Evaluation on propertest data (3835 items):
at_At1g04890 - mips_05 "hypothetical protein"
mips_13_05
mips_13_07
mips_25_05_09
mips_40_27
mips_40_27_01
mips_63_07
at_At1g65260 - mips_13_07 "unknown protein"
mips_30_27
mips_30_27_99
mips_40_27
mips_40_27_99
mips_63_07
at_At2g38720 - mips_03_03_03 "hypothetical protein"
mips_13_05
mips_13_07
mips_25_05_09
mips_40_27
mips_63_06
mips_63_07
at_At3g05830 - mips_13_07 "unknown protein"
mips_30_27
mips_30_27_01
mips_40_27_01
at_At3g11590 - mips_45_03_12 "unknown protein"
at_At3g20350 mips_13_07 "unknown protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_27
mips_63_06
mips_63_07
at_At3g54670 - mips_03_03_01 "structural maintenance of chromosomes (SMC) - like protein"
mips_03_03_04
mips_03_03_04_03
mips_03_03_04_05
mips_03_03_04_07
mips_30_10_03
mips_67_50_25
at_At3g56480 - mips_03_03_01 "putative protein"
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_63_06
at_At3g09740 - mips_13_03_01 "unknown protein"
mips_40_22
at_At4g11420 - mips_03 "putative protein"
mips_03_03
mips_03_03_01
mips_05
mips_05_04
mips_05_04_01
mips_05_07
mips_05_99
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_03
mips_40_08
mips_40_09
mips_63
mips_98
at_At5g05180 - mips_45_03_12 "unknown protein"
Propertest Accuracy: 1/11 (9.09%)
Propertest Frequency class 'mips_25_05_15': 49/3835 (1.28%)
New (unknown) data (2278 items):
at_At1g13790 - mips_01_04 "hypothetical protein"
mips_06_07
mips_14_01
mips_30_04
mips_40_04
mips_63_06
mips_63_07
at_At1g24460 - mips_63_06 "unknown protein"
at_At1g03830 - mips_63_06 "hypothetical protein"
at_At1g50500 - no entry null
at_At1g52410 - no entry null
at_At1g63490 - mips_04 "RB-binding protein -like"
mips_40
mips_40_10
mips_63
mips_63_03
mips_99
at_At1g66840 - mips_63_06 "hypothetical protein"
at_At1g70750 - mips_40_03 "IFA-binding protein"
mips_40_04
mips_63_01
mips_63_06
mips_63_19
at_At2g12540 - no entry null
at_At2g14410 - no entry null
at_At3g17680 - no entry null
at_At3g23910 - no entry null
at_At3g55060 - no entry null
at_At3g63500 - no entry null
at_At4g01180 - no entry null
at_At4g16530 - mips_98 "hypothetical protein"
at_At4g35690 - mips_99 "putative protein"
at_At5g05210 - no entry null
at_At5g06840 - no entry null
at_At5g16720 - no entry null
at_At1g22030 - no entry null
at_At3g56270 - no entry null
at_At3g61800 - no entry null
at_At3g15950 - mips_63_06 "unknown protein"
at_At5g14990 - no entry null
at_At1g18190 - mips_63_06 "hypothetical protein"
at_At1g21810 - mips_63_06 "myosin-like protein"
at_At1g22260 - mips_63_06 "hypothetical protein"
at_At1g47900 - mips_63_06 "mysoin-like protein"
at_At1g58210 - mips_63_06 "hypothetical protein"
at_At1g09720 - mips_63_06 "hypothetical protein"
at_At2g19950 - mips_63_06 "hypothetical protein"
at_At2g42370 - no entry null
at_At2g14680 - no entry null
at_At3g46220 - no entry null
at_At4g20700 - mips_99 "putative protein"
at_At4g27980 - no entry null
at_At5g23240 - mips_06_01 "putative protein"
at_At5g23610 - no entry null
at_At5g25070 - no entry null
at_At5g50840 - mips_01_04 "unknown protein"
mips_30_04
mips_63_07
------------------
Rule 3331
eval(_1,_2,4.0e-3-0.1),classification(_2,caprinae) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,stramenopiles) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,primates) = 0
-> class mips_25_05_19 "asymmetries and axis determination"
Evaluation on training data (4529 items):
at_At2g21300 mips_08_22 "putative kinesin heavy chain"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04_05
mips_63_06
at_At2g21380 mips_08 "putative kinesin heavy chain"
mips_08_22
mips_08_22_01
mips_25
mips_25_05
mips_25_05_19
mips_25_05_19_09
mips_30
mips_30_04
mips_30_04_05
mips_40
mips_40_04
mips_40_16
mips_63
mips_63_01
mips_63_06
mips_63_19
at_At3g16060 mips_08_22 "kinesin like protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04
mips_30_04_05
mips_40_04
mips_40_04_05
mips_63_06
at_At4g38950 mips_08_22 "kinesin like protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04_05
mips_63_06
at_At5g27000 mips_08 "kinesin-like heavy chain (KATD)"
mips_08_22
mips_08_22_01
mips_08_99
mips_25_05_19
mips_25_05_19_09
mips_30_04
mips_30_04_05
mips_40_04
mips_63_06
at_At5g60930 - mips_08_22 "microtubule-associated motor - like"
mips_08_22_01
mips_63_06
Training Accuracy: 5/6 (83.33%)
Training Frequency class 'mips_25_05_19': 6/4529 (0.13%)
Evaluation on validation data (2278 items):
at_At3g19050 mips_08_22 "hypothetical protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_40_04
mips_40_04_05
at_At4g14330 mips_08_22 "kinesin like protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_63_06
at_At5g23910 mips_04_09 "unknown protein"
mips_08_22
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04
mips_63_06
at_At5g27550 mips_08_22 "kinesin-like protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04_05
mips_63_06
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_25_05_19': 5/2278 (0.22%)
Evaluation on propertest data (3835 items):
at_At2g47500 - mips_08_22 "putative kinesin heavy chain"
mips_08_22_01
mips_08_99
mips_13_03
mips_13_03_01
mips_30_04_05
mips_40_04
mips_40_04_05
mips_43
mips_43_03
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_63_06
at_At3g10180 mips_08_22 "putative kinesin-like centromere protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04_05
mips_40_08
mips_63_06
at_At3g10310 mips_08_22 "kinesin-like protein"
mips_08_22_01
mips_08_99
mips_25_05_19
mips_25_05_19_09
mips_30_04_05
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_At3g63480 mips_08_22 "kinesin heavy chain - like protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04_05
mips_40_08
mips_63_06
at_At5g05170 - mips_01_05_01_03_02 "cellulose synthase catalytic subunit (Ath-B)"
at_At5g27950 mips_08_22 "unknown protein"
mips_08_22_01
mips_25_05_19
mips_25_05_19_09
mips_30_04_05
mips_63_06
Propertest Accuracy: 4/7 (57.14%)
Propertest Frequency class 'mips_25_05_19': 7/3835 (0.18%)
New (unknown) data (2278 items):
at_At1g18370 - mips_30 "AtNACK1 kinesin-like protein (AtNACK1)"
mips_30_04
mips_40_04
mips_40_16
mips_63_01
mips_63_06
mips_63_19
at_At2g36200 - mips_08_22 "putative kinesin-related cytokinesis protein"
mips_63_06
at_At3g23670 - mips_06_04 "hypothetical protein"
mips_30
mips_40_04
mips_63_01
mips_63_06
mips_63_19
at_At4g05190 - no entry null
at_At4g39050 - mips_08_22 "kinesin like protein"
mips_30
mips_30_04
mips_40
mips_40_03
mips_40_04
mips_63
mips_63_01
mips_63_06
mips_63_19
at_At5g65930 - mips_08_99 "kinesin-like calmodulin-binding protein"
mips_30
mips_30_04
mips_40_04
mips_40_16
mips_63_01
mips_63_06
mips_63_19
at_At5g06670 - mips_08_22 "kinesin heavy chain-like protein"
mips_63_06
at_At2g28620 - mips_08_22 "putative kinesin-like spindle protein"
mips_40_04
mips_63_06
at_At3g49650 - mips_08_22 "kinesin-like protein"
mips_63_06
at_At4g24170 - no entry null
at_At5g02370 - mips_63_06 "kinesin -like protein"
at_At1g59540 - mips_63_06 "zcf125 kinesin-like protein"
at_At3g44050 - mips_63_06 "kinesin -like protein"
at_At3g45850 - mips_08_22 "kinesin-related protein - like"
mips_63_06
at_At3g51150 - mips_30_04 "putative protein"
mips_40_04
mips_40_16
mips_63_06
at_At3g54870 - mips_08_22 "kinesin-like protein"
mips_63_06
at_At4g14150 - mips_30_04 "kinesin like protein"
mips_40_04
mips_63_06
at_At5g41310 - mips_08_99 "kinesin-like protein"
mips_63_06
------------------
Rule 3588
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,bacteria) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,suina),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 1
-> class mips_30_04_03 "actin cytoskeleton"
Evaluation on training data (4529 items):
at_At1g13180 mips_13_05 "actin-like protein"
mips_30_04_03
mips_63_06
mips_63_07
at_At3g53750 mips_13_05 "actin (ACT3)"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At3g60830 mips_13_05 "actin - like protein"
mips_30_04
mips_30_04_03
mips_40_04
mips_63_06
mips_63_07
at_At2g37620 mips_13_05 "actin 3"
mips_30_04_03
mips_63_06
mips_63_07
at_At2g42100 mips_13_05 "putative actin"
mips_30_04_03
mips_40_04
mips_63_06
mips_63_07
at_At3g33520 mips_13_05 "actin like protein"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At5g56180 mips_13_05 "putative protein"
mips_30_04_03
at_At5g59370 mips_13 "actin 4"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40_04
mips_63
mips_63_06
mips_63_07
Training Accuracy: 8/8 (100.00%)
Training Frequency class 'mips_30_04_03': 19/4529 (0.42%)
Evaluation on validation data (2278 items):
at_At1g02200 - mips_01_06_01_07 "CER1 protein"
mips_01_06_01_07_11
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_At3g12110 mips_13_05 "unknown protein"
mips_30_04_03
mips_63_06
mips_63_07
at_At3g18780 mips_13_05 "actin 2"
mips_30_04_03
mips_40_04
mips_63_06
at_At3g27000 mips_13 "actin related protein, putative"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40_04
mips_63
mips_63_06
mips_63_07
at_At5g09810 mips_13_05 "ACTIN 2/7 (sp|P53492)"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'mips_30_04_03': 10/2278 (0.44%)
Evaluation on propertest data (3835 items):
at_At1g49240 mips_13 "actin 11 like protein"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40
mips_40_04
mips_63
mips_63_06
mips_63_07
at_At2g03240 - mips_10_05_02 "unknown protein"
mips_10_05_02_24
mips_13_11_03
mips_13_11_03_07
mips_14_01_03
mips_14_04_03
mips_14_04_03_03
at_At2g26300 - mips_10_01_05 "G protein alpha subunit 1 (GPA1)"
mips_10_01_05_05
mips_10_01_05_05_03
mips_10_05_02
mips_10_05_02_24
mips_13_05
mips_25_05_13
mips_33_03_13
mips_62_02
mips_62_02_01
mips_62_02_01_02
at_At2g42090 mips_13_05 "putative actin"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At3g06640 - mips_06_07_03 "protein kinase, putative"
mips_10_01_05_01
at_At3g46520 mips_13_05 "actin 12"
mips_30_04_03
mips_63_06
mips_63_07
Propertest Accuracy: 3/6 (50.00%)
Propertest Frequency class 'mips_30_04_03': 13/3835 (0.34%)
New (unknown) data (2278 items):
------------------
Rule 1579
eval(_1,_2,0.0-9.0e-25),classification(_2,rosales) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,pisum) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,echinodermata) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,euglenozoa) = 1
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,cercopithecinae) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,genew) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 0
-> class mips_30_10_03 "organization of chromosome structure"
Evaluation on training data (4529 items):
at_At1g13370 mips_30_10 "unknown protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g51060 mips_03_01_09 "putative protein"
mips_03_01_09_05
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g54560 mips_03_01_99 "histone H2A.F/Z"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At4g27230 mips_03_03_04 "histone H2A- like protein"
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At4g40040 mips_30_10 "Histon H3"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g09200 mips_30_10 "histone H3 like protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g20670 mips_03_01_99 "histone H2A, putative"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g27360 mips_30 "histone H3 like protein"
mips_30_10_03
at_At5g10980 mips_30_10 "histon H3 protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g27670 mips_03_01_99 "histone H2A-like protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63_03_01
at_At5g43250 mips_03_01_99 "unknown protein"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g65350 mips_30_10_03 "histone H3"
at_At5g65360 mips_30 "histone H3 (sp|P05203)"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03
mips_63_03_01
at_At5g54640 mips_03_01_99 "histone H2A (gb|AAF64418.1)"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
Training Accuracy: 14/14 (100.00%)
Training Frequency class 'mips_30_10_03': 63/4529 (1.39%)
Evaluation on validation data (2278 items):
at_At1g19890 mips_03_01_09 "hypothetical protein"
mips_03_01_09_05
mips_03_01_99
mips_30_10_03
at_At1g52740 mips_03_01_99 "putative histone H2A"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g75600 mips_30_10 "histone H3, putative"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g75610 mips_03_01 "histone H3, putative"
mips_03_01_09
mips_03_01_09_05
mips_03_01_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_07
at_At1g31930 - mips_10_01_05 "hypothetical protein"
mips_10_01_05_05
mips_10_01_05_05_03
mips_13
mips_13_11
mips_13_11_03
mips_62_02_01_02
mips_63_19
at_At3g12380 - mips_13_05 "actin like protein"
mips_30_04_03
mips_63_06
at_At5g10390 mips_30_10 "histone H3 - like protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g10400 mips_30_10_03 "histone H3 - like protein"
at_At5g12910 mips_03_01_09 "histone H3 -like protein"
mips_03_01_09_05
mips_03_01_99
mips_30_10_03
at_At5g50480 - mips_03_01_99 "transcription factor Hap5a-like"
mips_03_03_04
mips_03_03_04_03
Validation Accuracy: 7/10 (70.00%)
Validation Frequency class 'mips_30_10_03': 28/2278 (1.23%)
Evaluation on propertest data (3835 items):
at_At1g65580 - mips_01_04 "hypothetical protein"
mips_01_06_01
mips_01_06_99
mips_10_01_99
mips_40_08
mips_40_09
at_At1g08880 mips_03 "histone H2A like protein"
mips_03_01
mips_03_01_99
mips_03_03
mips_03_03_04
mips_03_03_04_03
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At1g54690 mips_03_01_99 "unknown protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10_03
at_At2g23460 - mips_10_01_05 "extra-large GTP-binding protein (XLG1)"
mips_10_01_05_05
mips_10_01_05_05_03
mips_10_05_02
mips_10_05_02_24
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
at_At2g38810 mips_03_01_99 "histone H2A"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g03600 - mips_05_01 "putative ribosomal protein S2"
mips_05_01_01
mips_05_04
mips_13_07
mips_14_01
mips_40_27
at_At4g13570 mips_03 "histone H2A.F/Z - like protein"
mips_03_01
mips_03_01_11
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At4g40030 mips_30_10 "histone H3.3"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g43500 - mips_13_05 "actin-like protein"
mips_30_04_03
mips_63_06
at_At5g59870 mips_03_01_99 "histone H2A - like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
Propertest Accuracy: 6/10 (60.00%)
Propertest Frequency class 'mips_30_10_03': 46/3835 (1.20%)
New (unknown) data (2278 items):
at_At5g27910 - no entry null
at_At3g04770 - mips_13_07 "40S ribosomal protein"
------------------
Rule 3202
eval(_1,_2,2.0e-5-4.0e-3),desc(_2,kinase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,heliantheae) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 1
-> class mips_30_26_03 "chloroplast"
Evaluation on training data (4529 items):
at_At1g78510 mips_01_06 "polyprenyl diphosphate synthase (At-trans-PT)"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_30
mips_30_26
mips_30_26_03
mips_40_16
at_At2g18620 mips_01_06 "putative geranylgeranyl pyrophosphate synthase"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10_05
mips_30_26
mips_30_26_03
at_At2g23800 mips_01_06_01 "pregeranylgeranyl pyrophosphate synthase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_20_13
mips_30_26
mips_30_26_03
at_At3g14550 mips_01_06_01_07 "geranylgeranyl pyrophosphate synthase (GGPS3)"
mips_01_06_01_07_11
mips_01_06_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At3g29430 mips_01_06_01 "geranylgeranyl pyrophosphate synthase, putative"
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At3g32040 mips_01_06_01 "geranylgeranyl pyrophosphate synthase, putative"
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At5g47770 mips_01_06 "farnesyl diphosphate synthase precursor (gb|AAB49290.1)"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10_05
mips_30
mips_30_26
mips_30_26_03
mips_40_03
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'mips_30_26_03': 15/4529 (0.33%)
Evaluation on validation data (2278 items):
at_At3g14510 mips_01_06_01 "geranylgeranyl pyrophosphate synthetase, putative"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At4g17190 mips_01_06_01_07 "farnesyl-pyrophosphate synthetase FPS2"
mips_01_06_01_07_11
mips_01_06_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
mips_47_03_15
mips_47_03_15_07
mips_48
at_At4g22340 - mips_13_11_01 "CDP-diacylglycerol synthetase-like protein"
mips_20_25_01
mips_20_25_01_01
mips_30_02
mips_40_10_05
Validation Accuracy: 2/3 (66.67%)
Validation Frequency class 'mips_30_26_03': 12/2278 (0.53%)
Evaluation on propertest data (3835 items):
at_At1g49530 mips_01_06_01_07 "geranyl geranyl pyrophosphate synthase, putative"
mips_01_06_01_07_11
mips_01_06_07
mips_01_20_13
mips_30_26
mips_30_26_03
at_At2g18640 mips_01 "putative geranylgeranyl pyrophosphate synthase"
mips_01_06
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10
mips_30
mips_30_26
mips_30_26_03
mips_40
mips_40_03
at_At2g34630 - mips_01_06_01 "putative trans-prenyltransferase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
at_At3g14530 mips_01_06_01 "putative geranylgeranyl pyrophosphate synthase GGPS3"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At3g20160 mips_01_06_01_07 "geranyl geranyl pyrophosphate synthase, putative"
mips_01_06_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At4g36810 mips_01_06_01_07 "geranylgeranyl pyrophosphate synthase"
mips_01_06_01_07_11
mips_01_06_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At4g38460 mips_01_06 "geranylgeranyl pyrophosphate synthase-related protein"
mips_01_06_01
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10_05
mips_30_26
mips_30_26_03
Propertest Accuracy: 6/7 (85.71%)
Propertest Frequency class 'mips_30_26_03': 18/3835 (0.47%)
New (unknown) data (2278 items):
at_At5g58560 - no entry null
------------------
Rule 1479
eval(_1,_2,4.0e-3-0.1),classification(_2,proteobacteria),desc(_2,type) = 0
eval(_1,_2,4.0e-3-0.1),mol_wt(_2,38820.0-54204.0),classification(_2,synechocystis) = 0
eval(_1,_2,4.0e-3-0.1),sq_len(_2,667.0-1005.0),desc(_2,nuclear) = 0
eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,polymorphism),desc(_2,chain) = 0
eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,485.0-667.0),classification(_2,cricetinae) = 0
eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,15.0-349.0),classification(_2,teleostei) = 1
eval(_1,_2,8.0e-10-2.0e-5),species(_2,schizosaccharomyces_pombe__fission_yeast_),db_ref(_2,prosite) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,saccharomyces),desc(_2,transcription) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,thermotogae),desc(_2,factor) = 1
eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,1574.0-38820.0),db_ref(_2,flybase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),db_ref(_2,sgd) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),classification(_2,streptococcus) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,actinobacteria) = 0
-> class mips_35_03_12 "muscle"
Evaluation on training data (4529 items):
at_At1g13220 mips_13_05 "putative nuclear matrix constituent protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_45
mips_45_03
mips_45_03_12
mips_63_06
mips_63_07
at_At1g24560 mips_13_05 "putative myosin heavy chain"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_04
mips_63_06
at_At1g49870 mips_13_05 "hypothetical protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_63_06
at_At1g55830 mips_13 "hypothetical protein"
mips_13_07
mips_25_05
mips_25_05_15
mips_35_03_12
mips_40_04
mips_63_01
mips_63_06
mips_63_19
at_At1g64320 mips_13 "bZIP transcription factor, putative"
mips_13_07
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_04
mips_40_27
mips_63_01
mips_63_06
mips_63_07
mips_63_19
at_At1g68060 mips_06_07 "unknown protein"
mips_13_05
mips_25_05_15
mips_35_03_12
mips_40_04
mips_63_06
at_At1g68790 mips_13_05 "putative nuclear matrix constituent protein 1 (NMCP1)"
mips_25_05_15
mips_35_03_12
mips_63_06
at_At4g26760 mips_03_03_03 "unknown protein"
mips_13_05
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_63_06
at_At2g30500 mips_13 "unknown protein"
mips_13_07
mips_25
mips_25_05
mips_25_05_15
mips_30
mips_30_27
mips_30_27_01
mips_35_03_12
mips_40
mips_40_27
mips_40_27_01
mips_63
mips_63_07
at_At2g38370 mips_13_07 "hypothetical protein"
mips_25_05_15
mips_35_03_12
mips_45_03_12
at_At2g46180 mips_13_05 "unknown protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_63_06
at_At3g12190 mips_13_07 "hypothetical protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_27
mips_63_07
at_At3g12550 mips_13_07 "hypothetical protein"
mips_25_05_15
mips_35_03_12
mips_40_27
mips_63_07
at_At3g18480 mips_13_07 "unknown protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_27
mips_63_07
at_At4g02710 mips_13_05 "predicted protein of unknown function"
mips_25_05_15
mips_35_03_12
at_At5g19390 mips_06_07 "putative protein"
mips_13
mips_13_05
mips_25
mips_25_05
mips_25_05_15
mips_35_03_12
mips_40_03
mips_40_04
mips_63_01
mips_63_06
mips_63_19
at_At5g55230 mips_02_45 "putative protein"
mips_03_03_01_01
mips_03_03_03
mips_03_03_04
mips_03_03_04_07
mips_13_05
mips_20_25_09
mips_25_05_15
mips_30_04_03
mips_35
mips_35_03
mips_35_03_12
mips_40_04_03
mips_45
mips_45_03
mips_45_03_12
at_At5g07660 mips_03_01_05 "SMC-like protein"
mips_03_01_05_01
mips_13_05
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_63_06
mips_67_50
mips_67_50_25
at_At1g74830 mips_13_07 "hypothetical protein"
mips_25_05_15
mips_30_27
mips_30_27_01
mips_35_03_12
mips_37
mips_37_03
mips_37_03_13
mips_40_27_01
mips_45_03_09
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_05
mips_47_03_13
Training Accuracy: 19/19 (100.00%)
Training Frequency class 'mips_35_03_12': 51/4529 (1.13%)
Evaluation on validation data (2278 items):
at_At2g22560 - mips_45 "hypothetical protein"
mips_45_03
mips_45_03_12
mips_63_07
at_At2g01750 mips_13_05 "putative myosin heavy chain-like protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_63_06
at_At2g34730 - mips_45 "putative myosin heavy chain"
mips_45_03
mips_45_03_12
mips_63_07
at_At3g43680 - mips_25_05_09 "putative protein"
mips_40_27
at_At4g04070 mips_13_05 "hypothetical protein"
mips_25_05_15
mips_35_03_12
mips_63_06
at_At4g18240 - mips_02 "starch synthase-like protein"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06
mips_01_06_01
mips_02_19
mips_06_07
mips_30_01
mips_30_34
mips_40_07
mips_40_16
mips_40_30
at_At4g30790 mips_13_05 "putative protein"
mips_25_05_15
mips_35_03_12
mips_63_06
at_At4g36120 mips_13_05 "myosin-like protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_63_06
at_At5g49830 - mips_40_04_03 "putative protein"
Validation Accuracy: 4/9 (44.44%)
Validation Frequency class 'mips_35_03_12': 22/2278 (0.97%)
Evaluation on propertest data (3835 items):
at_At1g04890 - mips_05 "hypothetical protein"
mips_13_05
mips_13_07
mips_25_05_09
mips_40_27
mips_40_27_01
mips_63_07
at_At1g65260 - mips_13_07 "unknown protein"
mips_30_27
mips_30_27_99
mips_40_27
mips_40_27_99
mips_63_07
at_At2g38720 - mips_03_03_03 "hypothetical protein"
mips_13_05
mips_13_07
mips_25_05_09
mips_40_27
mips_63_06
mips_63_07
at_At3g05830 - mips_13_07 "unknown protein"
mips_30_27
mips_30_27_01
mips_40_27_01
at_At3g11590 - mips_45_03_12 "unknown protein"
at_At3g20350 mips_13_07 "unknown protein"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_27
mips_63_06
mips_63_07
at_At3g54670 - mips_03_03_01 "structural maintenance of chromosomes (SMC) - like protein"
mips_03_03_04
mips_03_03_04_03
mips_03_03_04_05
mips_03_03_04_07
mips_30_10_03
mips_67_50_25
at_At3g56480 - mips_03_03_01 "putative protein"
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_63_06
at_At3g09740 - mips_13_03_01 "unknown protein"
mips_40_22
at_At4g11420 - mips_03 "putative protein"
mips_03_03
mips_03_03_01
mips_05
mips_05_04
mips_05_04_01
mips_05_07
mips_05_99
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_03
mips_40_08
mips_40_09
mips_63
mips_98
at_At5g05180 - mips_45_03_12 "unknown protein"
Propertest Accuracy: 1/11 (9.09%)
Propertest Frequency class 'mips_35_03_12': 45/3835 (1.17%)
New (unknown) data (2278 items):
at_At1g13790 - mips_01_04 "hypothetical protein"
mips_06_07
mips_14_01
mips_30_04
mips_40_04
mips_63_06
mips_63_07
at_At1g24460 - mips_63_06 "unknown protein"
at_At1g03830 - mips_63_06 "hypothetical protein"
at_At1g50500 - no entry null
at_At1g52410 - no entry null
at_At1g63490 - mips_04 "RB-binding protein -like"
mips_40
mips_40_10
mips_63
mips_63_03
mips_99
at_At1g66840 - mips_63_06 "hypothetical protein"
at_At1g70750 - mips_40_03 "IFA-binding protein"
mips_40_04
mips_63_01
mips_63_06
mips_63_19
at_At2g12540 - no entry null
at_At2g14410 - no entry null
at_At3g17680 - no entry null
at_At3g23910 - no entry null
at_At3g55060 - no entry null
at_At3g63500 - no entry null
at_At4g01180 - no entry null
at_At4g16530 - mips_98 "hypothetical protein"
at_At4g35690 - mips_99 "putative protein"
at_At5g05210 - no entry null
at_At5g06840 - no entry null
at_At5g16720 - no entry null
at_At1g22030 - no entry null
at_At3g56270 - no entry null
at_At3g61800 - no entry null
at_At3g15950 - mips_63_06 "unknown protein"
at_At5g14990 - no entry null
at_At1g18190 - mips_63_06 "hypothetical protein"
at_At1g21810 - mips_63_06 "myosin-like protein"
at_At1g22260 - mips_63_06 "hypothetical protein"
at_At1g47900 - mips_63_06 "mysoin-like protein"
at_At1g58210 - mips_63_06 "hypothetical protein"
at_At1g09720 - mips_63_06 "hypothetical protein"
at_At2g19950 - mips_63_06 "hypothetical protein"
at_At2g42370 - no entry null
at_At2g14680 - no entry null
at_At3g46220 - no entry null
at_At4g20700 - mips_99 "putative protein"
at_At4g27980 - no entry null
at_At5g23240 - mips_06_01 "putative protein"
at_At5g23610 - no entry null
at_At5g25070 - no entry null
at_At5g50840 - mips_01_04 "unknown protein"
mips_30_04
mips_63_07
------------------
Rule 2396
eval(_1,_2,4.0e-3-0.1),species(_2,escherichia_coli) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,vicia) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,genew) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 0
-> class mips_43_03_09 "immune cell"
Evaluation on training data (4529 items):
at_At1g26940 mips_06_01 "unknown protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At1g01940 mips_20_25_16 "hypothetical protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g16600 mips_20_25_16 "cytosolic cyclophilin (ROC3)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g21130 mips_20_25_16 "cyclophilin (CYP2)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g38730 mips_20_25_16 "putative peptidyl-prolyl cis-trans isomerase"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g55920 mips_20_25_16 "cyclophilin protein (ROC15)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g56070 mips_05 "peptidylprolyl isomerase"
mips_06
mips_06_01
mips_06_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_40
mips_40_03
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63
mips_63_13
mips_99
at_At4g33060 mips_43 "putative protein"
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At4g34870 mips_05 "peptidylprolyl isomerase (cyclophilin)"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20_25
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At4g34960 mips_05 "cyclophilin - like protein (ROC14)"
mips_05_04
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At4g38740 mips_06_01 "peptidylprolyl isomerase ROC1"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At5g13120 mips_06_01 "chloroplast cyclophilin ROC8"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g35100 mips_11_05_01_01 "putative protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
Training Accuracy: 13/13 (100.00%)
Training Frequency class 'mips_43_03_09': 32/4529 (0.71%)
Evaluation on validation data (2278 items):
at_At1g76820 - mips_04_05_01_01 "putative translation initiation factor IF-2"
mips_04_05_01_04_01
mips_05_04_01
at_At2g36130 mips_20_25_16 "cyclophilin protein (ROC10)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g47320 mips_06_01 "putative peptidyl-prolyl cis-trans isomerase"
mips_06_04
mips_13_11
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At3g66654 mips_06_01 "unknown protein"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'mips_43_03_09': 14/2278 (0.61%)
Evaluation on propertest data (3835 items):
at_At2g29960 mips_06_01 "cyclophilin"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At3g22920 mips_20_25_16 "cyclophilin, putative"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g62030 mips_20_25_16 "peptidylprolyl isomerase ROC4"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g01480 mips_06_01 "thylakoid lumen rotamase like protein"
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_17
mips_62
mips_62_01
mips_62_01_05
at_At4g32420 mips_06_01 "putative protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g58710 mips_06_01 "cyclophilin ROC7"
mips_14_01_03
mips_20_25
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
Propertest Accuracy: 6/6 (100.00%)
Propertest Frequency class 'mips_43_03_09': 37/3835 (0.96%)
New (unknown) data (2278 items):
at_At3g15520 - no entry null
------------------
Rule 1707
eval(_1,_2,4.0e-3-0.1),classification(_2,rotavirus) = 0
eval(_1,_2,4.0e-3-0.1),species(_2,candida_albicans__yeast_),desc(_2,subunit) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,viridiplantae),db_ref(_2,smart) = 1
eval(_1,_2,4.0e-3-0.1),classification(_2,triticum),db_ref(_2,hssp) = 0
eval(_1,_2,4.0e-3-0.1),mol_wt(_2,74022.0-112121.0),keyword(_2,hypothetical_protein) = 1
eval(_1,_2,4.0e-3-0.1),sq_len(_2,667.0-1005.0),classification(_2,aquificae) = 0
eval(_1,_2,8.0e-10-2.0e-5),species(_2,rattus_norvegicus__rat_),db_ref(_2,prints) = 1
eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,74022.0-112121.0),keyword(_2,zinc_finger) = 1
eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,tigrfams),desc(_2,factor) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,core_eudicots),keyword(_2,mitochondrion) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,mus),keyword(_2,receptor) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,genew) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),keyword(_2,mitochondrion) = 0
-> class mips_20_25_16 "immune response"
Evaluation on training data (4529 items):
at_At1g18630 mips_04_09 "unknown protein"
mips_14_10
mips_14_10_02
mips_20_25_16
mips_40_25
at_At1g43190 mips_01_03_16 "hypothetical protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g50300 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g55310 mips_01_03_16 "Serine/arginine-rich protein"
mips_01_03_16_01
mips_20_25_16_09
at_At1g66260 mips_01_03_16 "RNA and export factor binding protein, putative"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At2g14550 mips_01_03_16 "putative spliceosome associated protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At4g26650 mips_01_03_16 "hnRNP-like protein"
mips_01_03_16_01
mips_04_99
mips_20_25_16
mips_20_25_16_09
at_At4g34110 mips_01_03_16 "poly(A)-binding protein"
mips_01_03_16_01
mips_04_05_05
mips_05_07
mips_05_99
mips_20_25_16_09
at_At2g16260 mips_01_03 "putative glycine-rich RNA-binding protein"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_05_07
mips_05_99
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At2g16940 mips_01_03_16 "splicing factor like protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At2g44710 mips_01_03 "putative heterogeneous nuclear ribonucleoprotein"
mips_01_03_16
mips_01_03_16_01
mips_05_07
mips_05_99
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At2g46610 mips_01_03 "putative arginine/serine-rich splicing factor"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g11400 mips_01_03 "putative eukaryotic translation initiation factor 3 subunit"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g14450 mips_01_03 "RNA-binding protein, putative"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g16380 mips_01_03_16 "putative poly(A) binding protein"
mips_01_03_16_01
mips_04
mips_04_05_05
mips_20_25_16_09
mips_40_10
at_At3g20930 mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_05_07
mips_05_99
mips_20_25
mips_20_25_16_09
mips_40_26
mips_40_26_03
at_At4g25500 mips_01_03_16 "splicing factor At-SRp40"
mips_01_03_16_01
mips_04_05_05_01
mips_20_25_16_09
at_At5g55550 mips_01_03_16 "RNA-binding protein-like"
mips_01_03_16_01
mips_04_99
mips_20_25
mips_20_25_16_09
at_At5g07290 mips_01_03_16 "Mei2-like protein"
mips_01_03_16_01
mips_03_03_02
mips_20_25_16_09
at_At5g08700 mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16_09
at_At5g16260 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_20_25
mips_20_25_16_09
Training Accuracy: 21/21 (100.00%)
Training Frequency class 'mips_20_25_16': 135/4529 (2.98%)
Evaluation on validation data (2278 items):
at_At1g71770 mips_01_03_16 "polyadenylate-binding protein 5"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g71800 mips_01_03_16 "cleavage stimulation factor, putative"
mips_01_03_16_01
mips_04_05_05
mips_13
mips_13_11
mips_20_25_16_09
at_At1g09230 mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g53650 mips_01 "RNA-binding protein, putative"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40
mips_40_03
mips_63
mips_63_03
at_At2g35410 mips_01_03 "putative chloroplast RNA binding protein precursor"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_05_07
mips_05_99
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_63_03
at_At3g55460 - mips_14_10 "putative RNA binding protein"
mips_14_10_02
at_At3g13570 - mips_25_05_10 "serine/arginine-rich protein, putative"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
at_At3g26680 - mips_03_01 "unknown protein"
mips_03_01_05
at_At3g49430 - mips_04_05_05 "PRE-MRNA SPLICING FACTOR SF2-like protein"
mips_14_10_02
at_At5g47620 - mips_04_99 "RNA-binding protein-like"
mips_05_07
mips_05_99
mips_25_05_25
at_At5g53180 - mips_04_05_05 "polypyrimidine tract-binding RNA transport protein-like"
at_At5g61960 - mips_03_03 "Mei2-like protein"
mips_03_03_02
mips_04_05_05
at_At5g64200 - mips_04_05_05_05 "putative protein"
Validation Accuracy: 5/13 (38.46%)
Validation Frequency class 'mips_20_25_16': 62/2278 (2.72%)
Evaluation on propertest data (3835 items):
at_At1g60650 - mips_04_05_01 "putative RNA-binding protein"
mips_04_05_01_04
mips_04_05_01_04_03
mips_33_03_99
mips_63_01
mips_63_03
mips_63_03_03
at_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_At1g60000 - mips_25_05_13 "unknown protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_40_10
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At2g21660 mips_01_03_16 "glycine-rich RNA binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g22090 mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g23350 - mips_01_03_16 "putative poly(A) binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
at_At3g15010 mips_01_03_16 "RNA-binding protein"
mips_01_03_16_01
mips_13_11
mips_20_25_16
mips_20_25_16_09
at_At3g52380 mips_01 "RNA-binding protein cp33 precursor"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_40_26
mips_40_26_03
mips_63
mips_63_03
at_At3g52660 - mips_01_03_16 "putative RNA binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
at_At3g53500 - mips_01 "splicing factor - like protein"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04
mips_04_05
mips_04_05_01
mips_04_05_05
mips_04_05_05_01
mips_04_07
mips_04_09
mips_05
mips_05_04
mips_05_04_01
mips_40_03
mips_63
mips_63_03
at_At4g14300 - mips_04_05_05 "ribonucleoprotein like protein"
mips_04_09
mips_25_05
mips_30
mips_30_10_03
mips_40_10_99
at_At4g16300 - mips_25_05_10 "FCA alpha and beta protein"
at_At5g19350 mips_01_03 "DNA binding protein ACBF - like"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At5g19960 - mips_06 "glycine-rich RNA-binding protein - like"
mips_13
mips_13_05
mips_25_05
mips_25_05_15
mips_35_03_12
mips_40_04
mips_63_01
mips_63_19
at_At5g55670 - mips_04_05 "unknown protein"
mips_04_05_05
mips_04_05_05_01
mips_11
mips_11_01
mips_13
mips_13_11
mips_25
mips_25_05
mips_25_05_25
mips_35
mips_35_03
mips_35_03_15
mips_40_10_99
mips_63_01
mips_63_03
Propertest Accuracy: 5/15 (33.33%)
Propertest Frequency class 'mips_20_25_16': 112/3835 (2.92%)
New (unknown) data (2278 items):
at_At1g63110 - mips_03 "unknown protein"
mips_03_03
at_At5g54900 - no entry null
at_At5g25060 - no entry null
at_At4g08730 - no entry null
at_At4g24770 - no entry null
at_At4g16280 - no entry null
at_At5g20130 - no entry null
at_At5g28330 - mips_04_07 "putative protein"
mips_04_09
------------------
Rule 4099
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,spirurida) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,membrane),desc(_2,type) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,homolog) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,rodentia),keyword(_2,polymorphism) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,mycobacterium) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,bos) = 0
-> class mips_47_03_11 "gastro-intestinal system"
Evaluation on training data (4529 items):
at_At1g19250 mips_01_01 "hypothetical protein"
mips_01_01_99
mips_02
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g48910 mips_01_02_01 "hypothetical protein"
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_07
mips_01_20_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g62570 mips_01_02 "similar to glutamate synthase"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
at_At1g62600 mips_01_02 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
at_At1g63340 mips_01_01_99 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At2g33230 mips_01_02 "putative flavin-containing monooxygenase"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g12140 mips_02 "hypothetical protein"
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_40_16
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g12200 mips_01_02 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_40_27
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At4g28720 mips_01_07 "putative protein"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At5g07800 mips_01_01 "dimethylaniline monooxygenase-like protein"
mips_01_01_99
mips_02
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
Training Accuracy: 10/10 (100.00%)
Training Frequency class 'mips_47_03_11': 74/4529 (1.63%)
Evaluation on validation data (2278 items):
at_At1g04180 mips_01_07 "putative dimethylaniline monooxygenase"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g62540 mips_01_02 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g62580 mips_01_02 "similar to flavin-containing monooxygenase form 2 (sp|Q28505); similar to ESTs gb|T88100, gb|R30018, and gb|T23015"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g62620 mips_01_02 "similar to flavin-binding monooxygenase (Z71258); similar to ESTs gb|R30018, gb|T23015, and gb|T88100"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g21430 mips_01_02 "flavin-containing monooxygenases, putative"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_20_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g65860 mips_02 ""
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
mips_63_99
at_At4g13260 mips_01_02_01 "putative protein"
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_07
mips_01_20_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At5g11320 mips_02 "putative protein"
mips_01_07
mips_01_20
mips_01_20_99
mips_02_11
mips_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_99
at_At5g43890 mips_01 "dimethylaniline monooxygenase-like"
mips_02
mips_01_07
mips_01_20
mips_01_20_99
mips_02_11
mips_11
mips_11_07
mips_11_07_03
mips_14
mips_14_04
mips_25
mips_25_05
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_98
at_At5g45180 mips_02 "dimethylaniline monooxygenase (N-oxide-forming)-like protein"
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
Validation Accuracy: 10/10 (100.00%)
Validation Frequency class 'mips_47_03_11': 38/2278 (1.67%)
Evaluation on propertest data (3835 items):
at_At1g04610 mips_01_07 "putative dimethylaniline monooxygenase"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g62560 mips_01_01_99 "similar to flavin-containing monooxygenase (sp|P36366); similar to ESTs gb|R30018, gb|H36886, gb|N37822, and gb|T88100"
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g63370 mips_01_02_01 "flavin-binding monooxygenase, putative"
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g12130 mips_01_01_99 "hypothetical protein"
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g12160 mips_01_02_01 "hypothetical protein"
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At4g32540 mips_01_07 "dimethylaniline monooxygenase - like protein"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At5g25620 mips_01_07 "unknown protein"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At5g61290 mips_01_01 "putative protein"
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
Propertest Accuracy: 8/8 (100.00%)
Propertest Frequency class 'mips_47_03_11': 54/3835 (1.41%)
New (unknown) data (2278 items):
at_At1g55980 - no entry null
at_At1g56000 - no entry null
at_At4g05020 - mips_02_08 "unknown protein"
mips_02_13
------------------
Rule 2397
eval(_1,_2,4.0e-3-0.1),species(_2,escherichia_coli) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,vicia) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,genew) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 0
-> class mips_62_01_01 "modification"
Evaluation on training data (4529 items):
at_At1g26940 mips_06_01 "unknown protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At1g01940 mips_20_25_16 "hypothetical protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g16600 mips_20_25_16 "cytosolic cyclophilin (ROC3)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g21130 mips_20_25_16 "cyclophilin (CYP2)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g38730 mips_20_25_16 "putative peptidyl-prolyl cis-trans isomerase"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g55920 mips_20_25_16 "cyclophilin protein (ROC15)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g56070 mips_05 "peptidylprolyl isomerase"
mips_06
mips_06_01
mips_06_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_40
mips_40_03
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63
mips_63_13
mips_99
at_At4g33060 mips_43 "putative protein"
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At4g34870 mips_05 "peptidylprolyl isomerase (cyclophilin)"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20_25
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At4g34960 mips_05 "cyclophilin - like protein (ROC14)"
mips_05_04
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At4g38740 mips_06_01 "peptidylprolyl isomerase ROC1"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At5g13120 mips_06_01 "chloroplast cyclophilin ROC8"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g35100 mips_11_05_01_01 "putative protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
Training Accuracy: 13/13 (100.00%)
Training Frequency class 'mips_62_01_01': 49/4529 (1.08%)
Evaluation on validation data (2278 items):
at_At1g76820 - mips_04_05_01_01 "putative translation initiation factor IF-2"
mips_04_05_01_04_01
mips_05_04_01
at_At2g36130 mips_20_25_16 "cyclophilin protein (ROC10)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g47320 mips_06_01 "putative peptidyl-prolyl cis-trans isomerase"
mips_06_04
mips_13_11
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At3g66654 mips_06_01 "unknown protein"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'mips_62_01_01': 22/2278 (0.97%)
Evaluation on propertest data (3835 items):
at_At2g29960 mips_06_01 "cyclophilin"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At3g22920 mips_20_25_16 "cyclophilin, putative"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g62030 mips_20_25_16 "peptidylprolyl isomerase ROC4"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g01480 - mips_06_01 "thylakoid lumen rotamase like protein"
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_17
mips_62
mips_62_01
mips_62_01_05
at_At4g32420 mips_06_01 "putative protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g58710 mips_06_01 "cyclophilin ROC7"
mips_14_01_03
mips_20_25
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
Propertest Accuracy: 5/6 (83.33%)
Propertest Frequency class 'mips_62_01_01': 29/3835 (0.76%)
New (unknown) data (2278 items):
at_At3g15520 - no entry null
------------------
Rule 2992
eval(_1,_2,0.0-9.0e-25),classification(_2,hymenomycetes) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transport) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 0
-> class mips_62_02_07 "regulator of receptor activity"
Evaluation on training data (4529 items):
at_At2g45170 mips_06_13_04 "putative microtubule-associated protein"
mips_08_07
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
at_At3g15580 mips_06_13_04 "unknown protein"
mips_08_07_05
mips_08_22
mips_40_04_05
mips_62_02_07
mips_63_99
at_At4g16520 mips_06_13_04 "symbiosis-related like protein"
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
at_At4g21980 mips_06_04 "symbiosis-related like protein"
mips_06_13
mips_06_13_04
mips_08
mips_08_07
mips_08_07_05
mips_08_22
mips_13
mips_13_03
mips_13_03_01
mips_14
mips_14_01
mips_40_02
mips_40_03
mips_40_04
mips_40_04_05
mips_62
mips_62_02
mips_62_02_07
mips_63_01
mips_63_19
mips_63_99
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'mips_62_02_07': 13/4529 (0.29%)
Evaluation on validation data (2278 items):
at_At2g05630 mips_06_13_04 "putative microtubule-associated protein"
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
at_At3g60640 mips_06_13_04 "unknown protein"
mips_08_07_05
mips_08_22
mips_40_04_05
mips_62_02_07
mips_63_99
at_At5g07390 - mips_02 "respiratory burst oxidase protein A"
mips_02_11
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_07
mips_14_01
mips_14_01_03
mips_20
mips_37
mips_37_03
mips_37_03_13
mips_63_17
mips_63_17_01
mips_67_15
Validation Accuracy: 2/3 (66.67%)
Validation Frequency class 'mips_62_02_07': 8/2278 (0.35%)
Evaluation on propertest data (3835 items):
at_At1g02620 - mips_08_07 "GTP-binding protein Sar1, putative"
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_13_03
mips_13_03_01
mips_30_22
mips_40_08
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At1g62040 mips_06_13_04 "unknown protein"
mips_08_07_05
mips_08_22
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
at_At1g08170 - mips_03_01_99 "hypothetical protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
at_At3g06420 mips_06_13_04 "unknown protein"
mips_08_07_05
mips_08_22
mips_40_04_05
mips_62_02_07
mips_63_99
at_At4g02660 - mips_20_25_16 "putative protein"
mips_30_25
mips_40_22
at_At4g04620 mips_06_13_04 "putative symbiosis-related protein"
mips_08_07
mips_08_07_05
mips_08_22
mips_13_03
mips_13_03_01
mips_40_04_05
mips_62_02_07
mips_63_99
Propertest Accuracy: 3/6 (50.00%)
Propertest Frequency class 'mips_62_02_07': 18/3835 (0.47%)
New (unknown) data (2278 items):
------------------
Rule 4124
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,rodentia),keyword(_2,polymorphism) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,mycobacterium) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,bos) = 1
-> class mips_63_13_99 "other C-compound binding"
Evaluation on training data (4529 items):
at_At1g23800 mips_01_20_05 "putative aldehyde dehydrogenase NAD+"
mips_02_16
mips_02_16_01
mips_02_99
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
at_At1g44170 mips_01_20_05 "puative aldehyde dehydrogenase"
mips_11_07
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At1g74920 mips_01_20_05 "betaine aldehyde dehydrogenase like protein"
mips_01_20_17_01
mips_02_16
mips_02_16_01
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
at_At1g79440 mips_01_20_05 "succinic semialdehyde dehydrogenase 1 (SSADH1)"
mips_02_16
mips_02_16_01
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At4g34240 mips_01_07 "aldehyde dehydrogenase like protein"
mips_01_20
mips_01_20_05
mips_02_01
mips_11_07_03
mips_40_16
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At2g24270 mips_01_20_05 "putative NADP-dependent glyceraldehyde-3-phosphate dehydrogenase"
mips_02_16
mips_02_16_01
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
at_At2g39800 mips_01_01_01 "delta-1-pyrroline 5-carboxylase synthetase (P5C1)"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10_01
mips_02_99
mips_13_11_03
mips_13_11_03_13
mips_63_13
mips_63_13_99
mips_67_15
at_At4g36250 mips_01_07 "aldehyde dehydrogenase like protein"
mips_01_20_05
mips_11_07
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
Training Accuracy: 8/8 (100.00%)
Training Frequency class 'mips_63_13_99': 29/4529 (0.64%)
Evaluation on validation data (2278 items):
at_At1g54100 mips_01_06 "putative protein"
mips_01_07
mips_01_20
mips_01_20_05
mips_11_07
mips_11_07_03
mips_40_16
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At2g14200 mips_01_07 "F15N24.6"
mips_01_20_05
mips_11_07
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
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_At3g66658 mips_01_20_05 "betaine aldehyde dehydrogenase, putative"
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'mips_63_13_99': 20/2278 (0.88%)
Evaluation on propertest data (3835 items):
at_At3g48000 mips_01_07 "aldehyde dehydrogenase (NAD+)-like protein"
mips_01_20_05
mips_02_16
mips_02_16_01
mips_02_99
mips_11_07
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At3g48170 mips_01_20_05 "betaine aldehyde dehydrogenase-like protein"
mips_01_20_17_01
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
at_At5g62530 mips_01 "delta-1-pyrroline-5-carboxylate dehydrogenase precursor (P5CDH)"
mips_02
mips_01_05
mips_01_06
mips_01_07
mips_01_20
mips_01_20_05
mips_02_16
mips_02_16_01
mips_11
mips_11_07
mips_11_07_03
mips_40
mips_40_03
mips_40_16
mips_63
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67
mips_67_15
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'mips_63_13_99': 16/3835 (0.42%)
New (unknown) data (2278 items):
at_At3g09450 - no entry null
------------------
Rule 4108
eval(_1,_2,4.0e-3-0.1),keyword(_2,electron_transport) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,spirurida) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,euryarchaeota),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,homolog) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,rodentia),keyword(_2,polymorphism) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,mycobacterium) = 1
-> class mips_63_21_05 "FAD/FMN binding"
Evaluation on training data (4529 items):
at_At1g48910 mips_01_02_01 "hypothetical protein"
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_07
mips_01_20_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g62570 mips_01_02 "similar to glutamate synthase"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
at_At1g62600 mips_01_02 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
at_At1g63340 mips_01_01_99 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At2g33230 mips_01_02 "putative flavin-containing monooxygenase"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g12200 mips_01_02 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_40_27
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At5g07800 mips_01_01 "dimethylaniline monooxygenase-like protein"
mips_01_01_99
mips_02
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'mips_63_21_05': 12/4529 (0.26%)
Evaluation on validation data (2278 items):
at_At1g62540 mips_01_02 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g62580 mips_01_02 "similar to flavin-containing monooxygenase form 2 (sp|Q28505); similar to ESTs gb|T88100, gb|R30018, and gb|T23015"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g62620 mips_01_02 "similar to flavin-binding monooxygenase (Z71258); similar to ESTs gb|R30018, gb|T23015, and gb|T88100"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g21430 mips_01_02 "flavin-containing monooxygenases, putative"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_20_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g65860 mips_02 ""
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
mips_63_99
at_At4g13260 mips_01_02_01 "putative protein"
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_07
mips_01_20_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At5g11320 mips_02 "putative protein"
mips_01_07
mips_01_20
mips_01_20_99
mips_02_11
mips_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_99
at_At5g43890 - mips_01 "dimethylaniline monooxygenase-like"
mips_02
mips_01_07
mips_01_20
mips_01_20_99
mips_02_11
mips_11
mips_11_07
mips_11_07_03
mips_14
mips_14_04
mips_25
mips_25_05
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_98
at_At5g45180 mips_02 "dimethylaniline monooxygenase (N-oxide-forming)-like protein"
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
Validation Accuracy: 8/9 (88.89%)
Validation Frequency class 'mips_63_21_05': 16/2278 (0.70%)
Evaluation on propertest data (3835 items):
at_At1g04610 - mips_01_07 "putative dimethylaniline monooxygenase"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g59660 - mips_04_03 "nucleoporin 98-like protein"
mips_04_03_03
mips_04_07
mips_08_01
at_At1g62560 mips_01_01_99 "similar to flavin-containing monooxygenase (sp|P36366); similar to ESTs gb|R30018, gb|H36886, gb|N37822, and gb|T88100"
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g63370 mips_01_02_01 "flavin-binding monooxygenase, putative"
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g12130 mips_01_01_99 "hypothetical protein"
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g12160 mips_01_02_01 "hypothetical protein"
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g12740 - mips_45_03_15 "hypothetical protein"
mips_47_03_15
mips_47_03_15_07
at_At4g32540 - mips_01_07 "dimethylaniline monooxygenase - like protein"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At5g61290 mips_01_01 "putative protein"
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
Propertest Accuracy: 5/9 (55.56%)
Propertest Frequency class 'mips_63_21_05': 20/3835 (0.52%)
New (unknown) data (2278 items):
at_At1g55980 - no entry null
at_At1g56000 - no entry null
------------------
Rule 3994
eval(_1,_2,4.0e-3-0.1),classification(_2,desulfurococcales) = 0
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,nuclear_protein) = 0
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,alternative_splicing) = 1
eval(_1,_2,4.0e-3-0.1),keyword(_2,transmembrane),db_ref(_2,prodom) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,actinobacteria),db_ref(_2,pfam) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,pezizomycotina),keyword(_2,oxidoreductase) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,viridiplantae),db_ref(_2,hssp) = 1
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),keyword(_2,developmental_protein) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,betaproteobacteria) = 1
eval(_1,_2,0.0-9.0e-25),db_ref(_2,pir),desc(_2,probable) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,type) = 1
-> class mips_63_21_07 "NAD/NADP binding"
Evaluation on training data (4529 items):
at_At1g25460 mips_01_05_01_01_01 "hypothetical protein"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g63180 mips_01_03 "uridine diphosphate glucose epimerase, putative"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g64440 mips_01_03 "UDP-galactose 4-epimerase, putative"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g73250 mips_01_05_01_01_01 "GDP-4-keto-6-deoxy-D-mannose-3,5-epimerase-4-reductase (GER1)"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g80820 mips_01_03 "cinnamoyl CoA reductase like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_30_34
mips_30_34_09
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g02400 mips_01_03 "putative cinnamoyl-CoA reductase"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09340 mips_01_05_01_01_01 "putative RNA-binding protein"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_99
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g33600 mips_01_03 "putative cinnamoyl-CoA reductase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g14790 mips_01_05_01_03_01 "dTDP-glucose 4,6-dehydratase, putative"
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g46440 mips_01_05_01_01_01 "dTDP-glucose 4-6-dehydratases-like protein"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g00560 mips_01_05_01_01_01 "putative dTDP-6-deoxy-L-mannose-dehydrogenase"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g20460 mips_01_05_01_01_01 "UDP-glucose 4-epimerase - like protein"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g12780 mips_01_05_01_03 "uridine diphosphate glucose epimerase"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g19440 mips_01_03 "cinnamyl-alcohol dehydrogenase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_07
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g59290 mips_01_03 "dTDP-glucose 4-6-dehydratase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'mips_63_21_07': 47/4529 (1.04%)
Evaluation on validation data (2278 items):
at_At1g02000 - mips_01_05_01_01_01 "nucleotide sugar epimerase, putative"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At1g08200 mips_01_05_01_01_01 "unknown protein"
mips_01_05_01_03_01
mips_02_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g15950 mips_01_05_01_03_01 "unknown protein"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g53500 mips_01_03 "dTDP-D-glucose 4,6-dehydratase, putative"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g26260 - mips_01_05_01_01_01 "3-beta-hydroxysteroid dehydrogenase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_47_03_15
mips_47_03_15_05
at_At2g34850 mips_01_03 "putative UDP-galactose-4-epimerase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g44560 - mips_01_01 "acyl CoA reductase -like protein"
mips_01_01_01
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06
mips_01_06_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
at_At4g12250 - mips_01_03 "nucleotide sugar epimerase -like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At5g02240 - mips_01_05_01_01_01 "unknown protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_02_01
Validation Accuracy: 4/9 (44.44%)
Validation Frequency class 'mips_63_21_07': 26/2278 (1.14%)
Evaluation on propertest data (3835 items):
at_At1g66800 mips_01 "hypothetical protein"
mips_01_03
mips_01_05
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_04
mips_04_05_01_04
mips_30
mips_40
mips_40_10
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
mips_98
at_At1g09480 mips_01_05_01_01 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09510 mips_01_03 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_99
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g68540 mips_01_05_01_01 "putative reductase"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g76470 mips_01_05_01_03_01 "putative cinnamoyl-CoA reductase"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g33590 mips_01_05_01_03_01 "putative cinnamoyl-CoA reductase"
mips_01_05_01_03_02
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g47650 - mips_01_03 "putative nucleotide-sugar dehydratase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_99
mips_02_01
mips_40_16
at_At3g11980 - mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_06_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g44550 - mips_01_01 "acyl CoA reductase -like protein"
mips_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06_01
at_At3g56700 - mips_01_06_01_05 "putative protein"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g62830 - mips_01_05_01_01_01 "dTDP-glucose 4-6-dehydratase homolog D18"
mips_01_05_99
mips_02_01
mips_40_10_03
at_At5g58490 mips_01_05_01_01 "cinnamoyl-CoA reductase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
Propertest Accuracy: 7/12 (58.33%)
Propertest Frequency class 'mips_63_21_07': 33/3835 (0.86%)
New (unknown) data (2278 items):
------------------
Rule 4117
eval(_1,_2,4.0e-3-0.1),desc(_2,hypothetical) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,rodentia),keyword(_2,polymorphism) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,mycobacterium) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,bos) = 1
-> class mips_63_21_07 "NAD/NADP binding"
Evaluation on training data (4529 items):
at_At1g23800 mips_01_20_05 "putative aldehyde dehydrogenase NAD+"
mips_02_16
mips_02_16_01
mips_02_99
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
at_At1g44170 mips_01_20_05 "puative aldehyde dehydrogenase"
mips_11_07
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At1g74920 mips_01_20_05 "betaine aldehyde dehydrogenase like protein"
mips_01_20_17_01
mips_02_16
mips_02_16_01
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
at_At1g79440 mips_01_20_05 "succinic semialdehyde dehydrogenase 1 (SSADH1)"
mips_02_16
mips_02_16_01
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At4g34240 mips_01_07 "aldehyde dehydrogenase like protein"
mips_01_20
mips_01_20_05
mips_02_01
mips_11_07_03
mips_40_16
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At2g24270 mips_01_20_05 "putative NADP-dependent glyceraldehyde-3-phosphate dehydrogenase"
mips_02_16
mips_02_16_01
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
at_At4g36250 mips_01_07 "aldehyde dehydrogenase like protein"
mips_01_20_05
mips_11_07
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'mips_63_21_07': 47/4529 (1.04%)
Evaluation on validation data (2278 items):
at_At1g54100 mips_01_06 "putative protein"
mips_01_07
mips_01_20
mips_01_20_05
mips_11_07
mips_11_07_03
mips_40_16
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At2g14200 mips_01_07 "F15N24.6"
mips_01_20_05
mips_11_07
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At3g66658 mips_01_20_05 "betaine aldehyde dehydrogenase, putative"
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_63_21_07': 26/2278 (1.14%)
Evaluation on propertest data (3835 items):
at_At3g48000 mips_01_07 "aldehyde dehydrogenase (NAD+)-like protein"
mips_01_20_05
mips_02_16
mips_02_16_01
mips_02_99
mips_11_07
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At3g48170 mips_01_20_05 "betaine aldehyde dehydrogenase-like protein"
mips_01_20_17_01
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
at_At5g62530 mips_01 "delta-1-pyrroline-5-carboxylate dehydrogenase precursor (P5CDH)"
mips_02
mips_01_05
mips_01_06
mips_01_07
mips_01_20
mips_01_20_05
mips_02_16
mips_02_16_01
mips_11
mips_11_07
mips_11_07_03
mips_40
mips_40_03
mips_40_16
mips_63
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67
mips_67_15
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'mips_63_21_07': 33/3835 (0.86%)
New (unknown) data (2278 items):
------------------
Rule 3995
eval(_1,_2,4.0e-3-0.1),classification(_2,desulfurococcales) = 0
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,nuclear_protein) = 0
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,alternative_splicing) = 1
eval(_1,_2,4.0e-3-0.1),keyword(_2,transmembrane),db_ref(_2,prodom) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,actinobacteria),db_ref(_2,pfam) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,pezizomycotina),keyword(_2,oxidoreductase) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,viridiplantae),db_ref(_2,hssp) = 1
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),keyword(_2,developmental_protein) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,betaproteobacteria) = 1
eval(_1,_2,0.0-9.0e-25),db_ref(_2,pir),desc(_2,probable) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,type) = 1
-> class mips_63_21_99 "other complex cofactor binding"
Evaluation on training data (4529 items):
at_At1g25460 mips_01_05_01_01_01 "hypothetical protein"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g63180 mips_01_03 "uridine diphosphate glucose epimerase, putative"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g64440 mips_01_03 "UDP-galactose 4-epimerase, putative"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g73250 mips_01_05_01_01_01 "GDP-4-keto-6-deoxy-D-mannose-3,5-epimerase-4-reductase (GER1)"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g80820 mips_01_03 "cinnamoyl CoA reductase like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_30_34
mips_30_34_09
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g02400 mips_01_03 "putative cinnamoyl-CoA reductase"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09340 mips_01_05_01_01_01 "putative RNA-binding protein"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_99
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g33600 mips_01_03 "putative cinnamoyl-CoA reductase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g14790 mips_01_05_01_03_01 "dTDP-glucose 4,6-dehydratase, putative"
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g46440 mips_01_05_01_01_01 "dTDP-glucose 4-6-dehydratases-like protein"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g00560 mips_01_05_01_01_01 "putative dTDP-6-deoxy-L-mannose-dehydrogenase"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g20460 mips_01_05_01_01_01 "UDP-glucose 4-epimerase - like protein"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g12780 mips_01_05_01_03 "uridine diphosphate glucose epimerase"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g19440 mips_01_03 "cinnamyl-alcohol dehydrogenase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_07
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g59290 mips_01_03 "dTDP-glucose 4-6-dehydratase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'mips_63_21_99': 23/4529 (0.51%)
Evaluation on validation data (2278 items):
at_At1g02000 - mips_01_05_01_01_01 "nucleotide sugar epimerase, putative"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At1g08200 mips_01_05_01_01_01 "unknown protein"
mips_01_05_01_03_01
mips_02_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g15950 mips_01_05_01_03_01 "unknown protein"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g53500 mips_01_03 "dTDP-D-glucose 4,6-dehydratase, putative"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g26260 - mips_01_05_01_01_01 "3-beta-hydroxysteroid dehydrogenase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_47_03_15
mips_47_03_15_05
at_At2g34850 mips_01_03 "putative UDP-galactose-4-epimerase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g44560 - mips_01_01 "acyl CoA reductase -like protein"
mips_01_01_01
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06
mips_01_06_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
at_At4g12250 - mips_01_03 "nucleotide sugar epimerase -like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At5g02240 - mips_01_05_01_01_01 "unknown protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_02_01
Validation Accuracy: 4/9 (44.44%)
Validation Frequency class 'mips_63_21_99': 19/2278 (0.83%)
Evaluation on propertest data (3835 items):
at_At1g66800 mips_01 "hypothetical protein"
mips_01_03
mips_01_05
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_04
mips_04_05_01_04
mips_30
mips_40
mips_40_10
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
mips_98
at_At1g09480 mips_01_05_01_01 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09510 mips_01_03 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_99
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g68540 mips_01_05_01_01 "putative reductase"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g76470 mips_01_05_01_03_01 "putative cinnamoyl-CoA reductase"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g33590 mips_01_05_01_03_01 "putative cinnamoyl-CoA reductase"
mips_01_05_01_03_02
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g47650 - mips_01_03 "putative nucleotide-sugar dehydratase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_99
mips_02_01
mips_40_16
at_At3g11980 mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_06_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g44550 - mips_01_01 "acyl CoA reductase -like protein"
mips_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06_01
at_At3g56700 mips_01_06_01_05 "putative protein"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g62830 - mips_01_05_01_01_01 "dTDP-glucose 4-6-dehydratase homolog D18"
mips_01_05_99
mips_02_01
mips_40_10_03
at_At5g58490 mips_01_05_01_01 "cinnamoyl-CoA reductase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
Propertest Accuracy: 9/12 (75.00%)
Propertest Frequency class 'mips_63_21_99': 30/3835 (0.78%)
New (unknown) data (2278 items):
------------------
Rule 4414
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,oxidoreductase),db_ref(_2,pir) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 1
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,transport),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,rattus_norvegicus__rat_),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,phaseolus),db_ref(_2,pfam) = 0
-> class mips_67_01_01 "ion channels"
Evaluation on training data (4529 items):
at_At2g46450 mips_10_01_09 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At2g24610 mips_06_10 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At2g25600 mips_67_01 "putative potassium transporter/channel"
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g26650 mips_10_01_09 "K+ transporter, AKT1"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At3g17700 mips_06_10 "cyclic nucleotide-binding transporter 1 (CNBT1)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At4g01840 mips_13_05 "putative potassium channel"
mips_67_01
mips_67_01_01
at_At4g22200 mips_10 "potassium channel (AKT2)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At4g30360 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g46370 mips_67_01 "outward rectifying potassium channel KCO"
mips_67_01_01
mips_67_04
at_At5g49960 mips_08 "putative protein"
mips_13_03
mips_13_03_01
mips_13_05
mips_40_02
mips_40_30
mips_67_01
mips_67_01_01
mips_67_04
at_At5g57940 mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel (emb|CAB40130.1)"
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_13_05
mips_20
mips_40_02
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At5g54250 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At1g01340 mips_10_05_01 "CaM-regulated potassium ion channel (ACBK1)"
mips_10_05_01_10
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
Training Accuracy: 13/13 (100.00%)
Training Frequency class 'mips_67_01_01': 42/4529 (0.93%)
Evaluation on validation data (2278 items):
at_At1g15990 mips_10_01_09 ""
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At2g28260 mips_06_10 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At2g46440 mips_10_01_09 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g18290 mips_10_01_09 "potassium channel protein KAT2"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g30560 mips_04 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_06
mips_06_10
mips_10
mips_10_01
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63
mips_63_01
mips_63_09
mips_63_17
mips_63_17_03
mips_67
mips_67_01
mips_67_01_01
mips_67_04
at_At4g01010 mips_06_10 "cyclic nucleotide gated channel (CNGC4) like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
Validation Accuracy: 6/6 (100.00%)
Validation Frequency class 'mips_67_01_01': 24/2278 (1.05%)
Evaluation on propertest data (3835 items):
at_At1g02510 mips_47_03_11 "hypothetical protein"
mips_47_03_11_03
mips_47_03_11_05
mips_47_03_11_07
mips_67_01
mips_67_01_01
at_At2g23980 mips_10_01_09 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At2g46430 mips_06 "putative cyclic nucleotide-regulated ion channel protein"
mips_10
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_01
mips_67
mips_67_01
mips_67_01_01
at_At2g46470 - mips_02_11 "putative cytochrome oxidase biogenesis protein"
mips_02_11_05
mips_02_13
mips_06_10
mips_08_04
mips_30_16
at_At3g02850 mips_10_05_01 "stelar K+ outward rectifying channel (SKOR)"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
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_At4g18160 mips_13_03 "potassium channel - like protein"
mips_13_03_01
mips_67_01
mips_67_01_01
at_At4g32500 mips_13 "potassium channel - protein"
mips_13_05
mips_20
mips_30
mips_30_04
mips_40_02
mips_40_04
mips_63_07
mips_63_19
mips_67
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g32650 mips_10_05_01 "potassium channel protein AtKC"
mips_10_05_01_10
mips_13_05
mips_20_25_01
mips_20_25_01_01
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At4g03560 mips_13_03 "two-pore calcium channel (AtTPC1)"
mips_13_03_01
mips_13_05
mips_67_01
mips_67_01_01
at_At5g46240 mips_06_10 "potassium channel protein KAT1 (pir||S32816)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_30_04
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At5g53130 mips_10_01_09 "cyclic nucleotide-regulated ion channel (emb|CAA76178.1)"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At5g55630 mips_67_01 "outward rectifying potassium channel KCO"
mips_67_01_01
Propertest Accuracy: 12/13 (92.31%)
Propertest Frequency class 'mips_67_01_01': 36/3835 (0.94%)
New (unknown) data (2278 items):
at_At5g55960 - no entry null
at_At5g02940 - no entry null
at_At4g28050 - mips_14_20 "senescence-associated protein -like"
mips_25_03
------------------
Rule 4386
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,phosphorylation),db_ref(_2,mgd) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,mitosporic_trichocomaceae),db_ref(_2,prodom) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,synechococcus),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),keyword(_2,hypothetical_protein) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,proteobacteria) = 1
-> class mips_67_04_01 "cation transporters"
Evaluation on training data (4529 items):
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_At1g06970 mips_67_04_01 "hypothetical protein"
mips_67_04_01_02
at_At1g79400 mips_67_04_01 "hypothetical protein"
mips_67_04_01_02
at_At2g01980 mips_13_01 "Na+/H+ antiporter like protein"
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
at_At2g13620 mips_67_04_01 "putative Na/H antiporter"
mips_67_04_01_02
at_At1g08150 mips_67_04_01 "hypothetical protein"
mips_67_04_01_02
at_At2g21410 mips_13_01 "putative vacuolar proton-ATPase subunit"
mips_40_02
mips_40_25
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_15
mips_67_50
mips_67_50_22
at_At2g28180 mips_67_04_01 "hypothetical protein"
mips_67_04_01_02
at_At2g28520 mips_40_25 "putative vacuolar proton-ATPase subunit"
mips_47_03_07
mips_47_03_07_01
mips_67_04_01
mips_67_04_01_02
at_At2g31910 mips_67_04_01 "putative Na+/H+ antiporter"
mips_67_04_01_02
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_At3g52080 mips_67_04_01 "putative protein"
mips_67_04_01_02
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_At4g39080 mips_13 "unknown protein"
mips_13_01
mips_40_02
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_15
mips_67_50
mips_67_50_22
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_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_At5g37060 mips_67_04_01 "putative transporter protein"
mips_67_04_01_02
at_At5g41610 mips_67_04_01 "Na+/H+ antiporter-like protein"
mips_67_04_01_02
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_At1g01790 mips_13 "K Efflux antiporter KEA1"
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
Training Accuracy: 23/23 (100.00%)
Training Frequency class 'mips_67_04_01': 118/4529 (2.61%)
Evaluation on validation data (2278 items):
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_At2g28170 mips_67_04_01 "hypothetical protein"
mips_67_04_01_02
at_At2g28260 - mips_06_10 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At2g30240 mips_67_04_01 "putative Na/H antiporter"
mips_67_04_01_02
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_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_At5g01680 mips_67_04 "putative transporter protein"
mips_67_04_01
mips_67_04_01_02
Validation Accuracy: 6/7 (85.71%)
Validation Frequency class 'mips_67_04_01': 37/2278 (1.62%)
Evaluation on propertest data (3835 items):
at_At1g30450 mips_01_01_07 "cation-chloride co-transporter, putative"
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_01_03
mips_13_01_03_05
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_04_07
mips_67_04_07_09
mips_67_10
mips_67_12
mips_67_50_01
mips_67_50_03
mips_67_50_05
mips_67_50_05_99
at_At1g64170 mips_67_04_01 "hypothetical protein"
mips_67_04_01_02
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_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_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_At3g02850 mips_10_05_01 "stelar K+ outward rectifying channel (SKOR)"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
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_At3g05030 mips_13_01 "putative 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_At4g03560 - mips_13_03 "two-pore calcium channel (AtTPC1)"
mips_13_03_01
mips_13_05
mips_67_01
mips_67_01_01
at_At4g04850 mips_67_04 "putative potassium transporter"
mips_67_04_01
mips_67_04_01_02
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_At5g49890 - mips_08_99 "chloride channel (emb|CAA70310.1)"
mips_13_01
mips_13_01_03
mips_13_01_03_05
mips_43
mips_43_03
mips_45
mips_45_03
mips_45_03_17
mips_45_03_99
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_99
mips_67_01
mips_67_01_01
mips_67_04_07
at_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
Propertest Accuracy: 15/18 (83.33%)
Propertest Frequency class 'mips_67_04_01': 82/3835 (2.14%)
New (unknown) data (2278 items):
at_At3g14070 - no entry null
at_At5g02940 - no entry null
at_At3g06370 - no entry null
at_At5g41000 - no entry null
------------------
Rule 3707
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),classification(_2,eurosids_ii) = 0
-> class mips_67_04_01 "cation transporters"
Evaluation on training data (4529 items):
at_At1g17800 mips_02_11 "hypothetical protein"
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At1g48940 mips_67_04_01 "similar to early nodulins gb|AAD23007.1"
mips_67_04_01_01
at_At1g72230 mips_67_04_01 "blue copper protein - like predicted GPI-anchored protein"
mips_67_04_01_01
at_At4g12880 mips_67_04_01 "blue copper-binding protein, 15K (lamin)"
mips_67_04_01_01
at_At3g20570 mips_67_04_01 "predicted GPI-anchored protein"
mips_67_04_01_01
at_At3g60270 mips_67_04_01 "stellacyanin (uclacyanin 3) - like predicted GPI-anchored protein"
mips_67_04_01_01
at_At5g20230 mips_02 "blue copper binding protein (bcb)"
mips_02_11
mips_11_01
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At5g57920 mips_02_13 "phytocyanin/early nodulin-like protein"
mips_02_13_01
mips_67
mips_67_04_01
mips_67_04_01_01
mips_98
Training Accuracy: 8/8 (100.00%)
Training Frequency class 'mips_67_04_01': 118/4529 (2.61%)
Evaluation on validation data (2278 items):
at_At1g64640 mips_67_04_01 "predicted GPI anchored protein"
mips_67_04_01_01
at_At3g27200 mips_04 "blue copper protein, putative"
mips_40
mips_40_10
mips_67
mips_67_04_01
mips_67_04_01_01
mips_98
at_At4g31840 mips_67_04_01 "predicted GPI-anchored protein"
mips_67_04_01_01
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_67_04_01': 37/2278 (1.62%)
Evaluation on propertest data (3835 items):
at_At1g22480 mips_02 "blue copper protein precursor-like predicted GPI-anchored protein"
mips_02_11
mips_11
mips_11_01
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At2g02850 mips_67_04_01 "putative basic blue protein (plantacyanin)"
mips_67_04_01_01
at_At2g25060 mips_67_04_01 "early nodulin-like predicted GPI-anchored protein"
mips_67_04_01_01
at_At3g01070 mips_02_13 "lamin - like predicted GPI-anchored protein"
mips_02_13_01
mips_67_04_01
mips_67_04_01_01
at_At5g15350 mips_02_11 "putative protein"
mips_67_04
mips_67_04_01
mips_67_04_01_01
Propertest Accuracy: 5/5 (100.00%)
Propertest Frequency class 'mips_67_04_01': 82/3835 (2.14%)
New (unknown) data (2278 items):
at_At4g28360 - no entry null
------------------
Rule 4476
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,gallus),db_ref(_2,prints) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,gammaproteobacteria),db_ref(_2,hamap) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),desc(_2,precursor) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transferase) = 0
-> class mips_67_07_01 "phosphotransferase system"
Evaluation on training data (4529 items):
at_At1g61800 mips_01_05 "Similar to glucose-6-phosphate/phosphate-translocator"
mips_01_05_01_03
mips_01_05_01_03_02
mips_04
mips_08_02
mips_10
mips_40_10
mips_40_26
mips_40_26_03
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_05
at_At1g12500 mips_01_05_01_03_02 "hypothetical protein"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
at_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_At5g04160 mips_08_02 "phosphate/phosphoenolpyruvate translocator - like protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50_05
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
Training Accuracy: 5/5 (100.00%)
Training Frequency class 'mips_67_07_01': 9/4529 (0.20%)
Evaluation on validation data (2278 items):
at_At1g06470 mips_01_05_01_03 "integral membrane protein, putative"
mips_01_05_01_03_02
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
at_At1g21870 - mips_01_05_01_03_02 "glucose 6 phosphate/phosphate translocator, putative"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At3g14410 mips_01_05_01_03_02 "unknown protein"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
at_At4g23010 - mips_01_05_07 "putative protein"
mips_40_22
mips_67_07
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_At5g46110 mips_01_05_01_03_02 "phosphate/triose-phosphate translocator precursor (gb|AAC83815.1)"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'mips_67_07_01': 13/2278 (0.57%)
Evaluation on propertest data (3835 items):
at_At3g10290 mips_01_05_01_03 "unknown protein"
mips_01_05_01_03_02
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_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_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_At5g54800 mips_01_05_01 "glucose-6-phosphate/phosphate translocator"
mips_01_05_01_03
mips_01_05_01_03_02
mips_08
mips_08_02
mips_10_05
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
Propertest Accuracy: 4/4 (100.00%)
Propertest Frequency class 'mips_67_07_01': 13/3835 (0.34%)
New (unknown) data (2278 items):
at_At1g14360 - mips_40_22 "putative UDP-galactose transporter MSS4"
mips_67_07
at_At1g57990 - no entry null
at_At2g24220 - no entry null
------------------
Rule 4376
eval(_1,_2,4.0e-3-0.1),classification(_2,arthropoda),db_ref(_2,prints) = 1
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,transport),db_ref(_2,prosite) = 1
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),desc(_2,factor) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,phosphorylation),db_ref(_2,mgd) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,subunit) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),desc(_2,region) = 1
-> class mips_67_50_03 "symporters"
Evaluation on training data (4529 items):
at_At1g24400 mips_01_01_07 "amino acid transporter-like protein 2 (AATL2)"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g58360 mips_01_01_07 "putative protein"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
at_At1g61270 mips_01_01_07 "amino acid permease"
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g71680 mips_01_01_07 "amino acid permease, putative"
mips_40_09
mips_67_10
mips_67_12
mips_67_50_03
at_At1g77380 mips_01_01 "amino acid permease AAP3"
mips_01_01_07
mips_40_09
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
at_At1g80510 mips_01_01 "unknown protein"
mips_01_01_07
mips_08_99
mips_13_03
mips_13_03_01
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
mips_67_99
at_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_At1g08230 mips_01_01_07 "hypothetical protein"
mips_08_99
mips_40_09
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_50_03_03
at_At2g38120 mips_01_01 "unknown protein"
mips_01_01_07
mips_20
mips_20_20
mips_20_20_18
mips_40_09
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
mips_67_99
at_At2g39130 mips_01_01_07 "unknown protein"
mips_67_10
mips_67_12
mips_67_50_03
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_At3g56200 mips_01_01_07 "putative protein"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
mips_67_99
at_At5g01240 mips_01_01_07 "LAX1 / AUX1 -like permease"
mips_20_20
mips_20_20_18
mips_67_10
mips_67_12
mips_67_50_03
mips_67_99
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_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_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_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
Training Accuracy: 18/18 (100.00%)
Training Frequency class 'mips_67_50_03': 40/4529 (0.88%)
Evaluation on validation data (2278 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_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_At2g40420 mips_01_01_07 "unknown protein"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
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_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_At5g65990 mips_01_01 "amino acid transporter protein-like"
mips_01_01_07
mips_13_03
mips_13_03_01
mips_67_10
mips_67_12
mips_67_50
mips_67_50_03
Validation Accuracy: 7/7 (100.00%)
Validation Frequency class 'mips_67_50_03': 22/2278 (0.97%)
Evaluation on propertest data (3835 items):
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_At1g47670 - mips_01_01_07 "putative protein"
mips_67_10
mips_67_12
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_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_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_At3g54830 - mips_01_01_07 "putative protein"
mips_08_19
mips_20_03
mips_67_10
mips_67_12
at_At3g01760 mips_01_01_07 "putative amino acid permease"
mips_08_99
mips_67_10
mips_67_12
mips_67_50_03
mips_67_50_03_03
at_At3g09330 - mips_01_01 "hypothetical protein"
mips_01_01_07
mips_05
mips_40_02
mips_67
mips_67_10
mips_67_12
at_At4g35180 - mips_01_01_07 "amino acid permease - like protein"
mips_67_10
mips_67_12
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_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_At5g13790 - mips_25_03 "floral homeotic protein AGL15 (sp|Q38847)"
mips_25_05_09
mips_25_05_15
mips_35_03_12
mips_40_10_99
Propertest Accuracy: 6/13 (46.15%)
Propertest Frequency class 'mips_67_50_03': 29/3835 (0.76%)
New (unknown) data (2278 items):
at_At1g48640 - mips_08_10 "At1g48640/F11I4_17"
mips_30_19
mips_40_19
at_At5g48670 - no entry null
at_At1g31640 - no entry null
------------------
Rule 4342
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,rhodobacterales) = 1
eval(_1,_2,4.0e-3-0.1),db_ref(_2,flybase),desc(_2,subunit) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,methanothermobacter),db_ref(_2,interpro) = 1
eval(_1,_2,2.0e-5-4.0e-3),mol_wt(_2,74022.0-112121.0),species(_2,bacillus_subtilis) = 0
eval(_1,_2,2.0e-5-4.0e-3),mol_wt(_2,1574.0-38820.0),classification(_2,strongylocentrotus) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,streptomyces) = 1
-> class mips_67_50_03 "symporters"
Evaluation on training data (4529 items):
at_At2g02860 mips_33 "Sucrose transporter (suc3)"
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_At2g22730 mips_01_05_07 "hypothetical protein"
mips_08_19
mips_67_07
mips_67_50
mips_67_50_03
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_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_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_At5g13750 mips_67_50_03 "transporter-like protein"
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_At1g12940 mips_01_04_07 "nitrate transporter, putative"
mips_67_04_07
mips_67_04_07_07
mips_67_50_03
Training Accuracy: 8/8 (100.00%)
Training Frequency class 'mips_67_50_03': 40/4529 (0.88%)
Evaluation on validation data (2278 items):
at_At1g54730 - mips_01_05_04 "Unknown protein"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_67_07
at_At2g29650 mips_01_04_07 "putative Na+-dependent inorganic phosphate cotransporter"
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_67_04
mips_67_04_07
mips_67_04_07_07
mips_67_50_03
at_At3g51820 - mips_01_06_07 "chlorophyll synthetase like protein"
mips_02_11_05
mips_02_13
mips_02_13_03
mips_02_30
mips_40_26
mips_40_26_03
mips_40_30
at_At3g43790 - mips_01 "transporter-like protein"
mips_01_05
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_30
mips_30_01
mips_40_02
mips_67
mips_67_04
mips_67_07
mips_67_21
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_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_At4g36790 mips_01_04_07 "putative protein"
mips_67_04_07
mips_67_04_07_07
mips_67_50
mips_67_50_03
Validation Accuracy: 4/7 (57.14%)
Validation Frequency class 'mips_67_50_03': 22/2278 (0.97%)
Evaluation on propertest data (3835 items):
at_At3g05400 - 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_At5g44370 mips_01_04_07 "Na+-dependent inorganic phosphate cotransporter-like protein"
mips_01_05_07
mips_67_04_07
mips_67_04_07_07
mips_67_04_07_99
mips_67_50
mips_67_50_03
at_At5g60770 mips_67_04_07 "high-affinity nitrate transporter ACH1 - like protein"
mips_67_50
mips_67_50_03
Propertest Accuracy: 2/3 (66.67%)
Propertest Frequency class 'mips_67_50_03': 29/3835 (0.76%)
New (unknown) data (2278 items):
at_At1g27040 - mips_67_10 "putative nitrate transporter (At1g27040)"
mips_67_11
at_At1g62200 - mips_67_11 "unknown protein (At1g62200)"
at_At1g64150 - no entry null
at_At1g68570 - mips_67_11 "peptide transporter, putative"
at_At2g02020 - mips_67_10 "putative peptide/amino acid transporter"
mips_67_11
at_At3g25260 - mips_67_11 "nitrate transporter, putative"
at_At3g25290 - no entry null
at_At3g45650 - mips_67_10 "putative protein"
mips_67_11
at_At3g45680 - mips_67_11 "putative transporter protein"
at_At3g49310 - no entry null
at_At5g13400 - mips_67_11 "peptide transporter - like protein"
at_At5g14940 - mips_67_11 "oligopeptide transporter -like protein"
at_At5g19640 - mips_67_11 "peptide transport protein-like"
at_At5g54860 - no entry null
at_At5g62680 - mips_67_10 "peptide transporter"
mips_67_11
at_At1g59740 - mips_67_11 "unknown protein"
at_At1g22550 - mips_67_11 "Similar to LeOPT1 [Lycopersicon esculentum"
at_At1g22570 - mips_67_11 "Similar to LeOPT1 [Lycopersicon esculentum"
at_At2g28120 - mips_08_16 "nodulin-like protein"
mips_63_99
at_At3g53960 - mips_67_11 "transporter like protein"
at_At3g54140 - mips_67 "peptide transport - like protein"
mips_67_11
at_At4g05120 - no entry null
at_At1g22540 - mips_67_11 "Similar to peptide transporter"
at_At1g69850 - mips_67_11 "nitrate transporter (NTL1)"
at_At1g72130 - mips_67_11 "peptide transporter PTR2-B, putative"
at_At2g02040 - mips_67_10 "histidine transport protein (PTR2-B)"
mips_67_11
at_At2g16660 - mips_08_16 "nodulin-like protein"
mips_63_99
at_At2g16980 - no entry null
at_At2g16990 - no entry null
at_At2g32040 - no entry null
at_At3g16180 - mips_67_11 "putative transport protein"
at_At3g25280 - mips_67_11 "nitrate transporter, putative"
at_At3g45660 - mips_67_11 "putative protein"
at_At5g10820 - no entry null
at_At5g01180 - mips_67_11 "oligopeptide transporter - like protein"
------------------
Rule 3812
eval(_1,_2,0.0-9.0e-25),keyword(_2,hypothetical_protein) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,metatheria) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,entamoebidae) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,actinobacteria) = 1
eval(_1,_2,4.0e-3-0.1),keyword(_2,hydrolase),desc(_2,probable) = 0
eval(_1,_2,4.0e-3-0.1),species(_2,haemophilus_influenzae),db_ref(_2,hamap) = 0
eval(_1,_2,4.0e-3-0.1),mol_wt(_2,54204.0-74022.0),classification(_2,cyanobacteria) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,firmicutes),keyword(_2,dna_binding) = 0
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,homolog) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,type) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,rosidae),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),species(_2,arabidopsis_thaliana__mouse_ear_cress_) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,solanales),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,rodentia),keyword(_2,polymorphism) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,drosophila),db_ref(_2,prodom) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,gammaproteobacteria),keyword(_2,signal) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,oncorhynchus) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),desc(_2,kinase) = 0
-> class mips_01_01_10 "amino acid degradation (catabolism)"
Evaluation on training data (4529 items):
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_At1g03630 mips_01_01 "protochlorophyllide reductase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_30_26
mips_30_26_03
at_At1g51720 mips_01_01_01_01 "hypothetical protein"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_02
mips_01_02_01
at_At1g54870 mips_01 "putative protein (At1g54870)"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_16
at_At1g55510 mips_01_01 "branched-chain alpha-keto acid decarboxylase E1 beta subunit"
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
mips_01_05_01
mips_01_05_01_01
mips_01_06
mips_02_01
mips_02_10
mips_40_16
at_At1g62610 mips_01_01 "similar to glucose 1-dehydrogenase (AB000617); similar to EST gb|T88100"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
at_At1g63380 mips_01_01_01_11 "reductase, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At1g71170 mips_01_01 "dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_15
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_03
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_07
mips_40_16
at_At2g02000 mips_01_01_01_11 "putative glutamate decarboxylase"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
mips_03_01_05_01
at_At2g02010 mips_01_01_01_11 "putative glutamate decarboxylase"
mips_01_01_01_11_15
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
at_At1g07440 mips_01_01_01_11 "tropinone reductase-I, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g07450 mips_01_01_01_11 "tropinone reductase-I, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29280 mips_01_01_01_11 "pseudogene"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29300 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29310 mips_01_01_10_05 "putative tropinone reductase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29320 mips_01_01_01_11 "tropinone reductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At2g29360 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_10
mips_14_10_02
mips_40_19
mips_67_15
at_At2g37540 mips_01_01_01_11 "putative oxidoreductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At2g47120 mips_01_01_01_11 "putative alcohol dehydrogenase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At2g47130 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At2g47140 mips_01_01_01 "alcohol dehydrogenase like protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At2g47150 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67_15
at_At3g12790 mips_01_01_01 "unknown protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_40_16
at_At3g13450 mips_01_01_10 "branched chain alpha-keto acid dehydrogenase E1 beta subunit"
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_08
mips_02_10
at_At3g22850 mips_01_01_01_01 "unknown protein"
mips_01_01_01_01_02
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_02
mips_01_02_01
at_At3g26770 mips_01_01_01_11 "short chain alcohol dehydrogenase like protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
at_At3g46170 mips_01_01 "dehydrogenase -like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g47340 mips_01_01_01 "glutamine-dependent asparagine synthetase"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_07
mips_01_01_01_07_02
mips_01_01_10_01
mips_01_01_10_03
mips_01_02_01
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At3g47350 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g47360 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At3g51680 mips_01_01_01_11 "short-chain alcohol dehydrogenase-like protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At3g55290 mips_01_01_01_11 "oxidoreductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At3g59710 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_05
mips_01_20_50
at_At3g62130 mips_01_01_01_11 "unknown protein"
mips_01_01_10_05
mips_01_02
mips_04_03
mips_04_03_03
mips_04_03_06
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_21
mips_63_21_17
at_At4g05530 mips_01_01_10_05 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At4g10020 mips_01_01 "putative oxidoreductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At4g13180 mips_01_01_10_05 "short-chain alcohol dehydrogenase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
at_At4g13250 mips_01_01_01_11 "unknown protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At4g13890 mips_01_01_01_11 "glycine hydroxymethyltransferase - like protein"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03_01
mips_01_06_10
at_At4g13930 mips_01_01_10_05 "hydroxymethyltransferase"
mips_01_03_01
mips_01_05
mips_01_06_10
mips_02_13
at_At4g15760 mips_01_01 "hypothetical protein"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_33
mips_67_15
at_At4g23420 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_67_15
at_At4g27450 mips_01_01 "unknown protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_07
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_02
mips_01_02_01
mips_40_03
at_At4g37930 mips_01_01 "glycine hydroxymethyltransferase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_01_03_01
mips_01_06
mips_01_06_10
mips_40_16
at_At4g38540 mips_01_01_10 "monooxygenase 2 (MO2)"
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_07_01
mips_01_20_33
at_At5g10050 mips_01_01_01_11 "putative protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At5g10240 mips_01_01_01_01 "asparagine synthetase ASN3"
mips_01_01_01_01_02
mips_01_01_01_07
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_02
mips_01_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At5g17330 mips_01_01_10_01 "glutamate decarboxylase 1 (GAD 1) (sp|Q42521)"
mips_01_01_10_01_04
mips_01_06_04
at_At5g18210 mips_01_01 "Brn1-like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At5g36160 mips_01_01 "tyrosine aminotransferase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At5g50130 mips_01_01 "ribitol dehydrogenase-like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_01
mips_14_01_01
mips_67_15
at_At5g50600 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g50690 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g50770 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g51030 mips_01_01_01_11 "carbonyl reductase-like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At5g65010 mips_01_01_01_01 "asparagine synthetase (gb|AAC72837.1)"
mips_01_01_01_01_02
mips_01_01_01_07
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_02
mips_01_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At5g07440 mips_01_01 "glutamate dehydrogenase 2 (GDH2)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_02
mips_01_02_01
mips_40_16
mips_45
mips_45_03
mips_45_03_17
mips_67
mips_67_15
at_At2g29160 mips_01_01_01_11 "pseudogene"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
mips_14_10
mips_14_10_02
mips_40_19
at_At2g29170 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
Training Accuracy: 59/59 (100.00%)
Training Frequency class 'mips_01_01_10': 166/4529 (3.67%)
Evaluation on validation data (2278 items):
at_At1g24360 mips_01_01_01_11 "putative 3-oxoacyl [acyl-carrier protein] reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At1g27980 mips_01_01_01_01 "putative protein"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_06_04
at_At1g52340 mips_01_01_01_11 "short chain alcohol dehydrogenase, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At1g64970 - mips_01_06 "unknown protein"
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20_05
mips_01_20_05_11
mips_40_16
mips_40_99
at_At1g75200 - mips_43 "unknown protein (At1g75200)"
mips_43_03
mips_43_03_99
mips_47_03_03
mips_47_03_03_02
at_At1g65960 mips_01_01_01_11 "putative protein"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
at_At2g29340 mips_01_01_10_05 "tropinone reductase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
mips_67_15
at_At2g29370 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At2g45630 - mips_01_04 "putative glycerate dehydrogenase"
mips_01_20_05
mips_03_03_03
mips_04_05_01_04_03
mips_06_10
mips_13_03
mips_13_03_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67_15
at_At2g24190 - mips_01_20_05 "putative carbonyl reductase"
mips_01_20_05_09
mips_11_07
mips_11_07_07
at_At3g55310 mips_01_01_01_11 "beta-ketoacyl-ACP reductase - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At3g15450 mips_01_01_01_07 "unknown protein"
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_03
mips_01_02
mips_01_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At3g17760 mips_01_01_01_01 "glutamate decarboxylase, putative"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_03_01_05
mips_03_01_05_01
mips_13_03
mips_13_03_01
at_At3g26760 mips_01_01 "putative short chain alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g29250 mips_01_01 "short-chain alcohol dehydrogenase, putative"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At4g03140 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At4g11410 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_01
mips_14_01_01
mips_14_05
mips_67_15
at_At4g20760 mips_01_01 "cell-cell signaling protein csgA - like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
at_At4g27440 mips_01_01_01 "protochlorophyllide reductase precursor"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_26
mips_30_26_03
at_At5g04900 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At5g06060 mips_01_01_10_05 "short chain alcohol dehydrogenase-like"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At5g18170 mips_01_01_01_01 "glutamate dehydrogenase (EC 1.4.1.-) 1 (pir||S71217)"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_02
mips_01_02_01
mips_45
mips_45_03
mips_45_03_17
at_At5g19200 mips_01_01_01_11 "FVT1 - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_40_27
at_At5g26780 mips_01_01 "glycine hydroxymethyltransferase - like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_01_03_01
mips_01_05
mips_01_06
mips_01_06_10
mips_40_03
mips_40_16
at_At5g50700 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g53090 mips_01_01_01 "protochlorophyllide reductase; oxidoreductase required for shoot apex development"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At5g54770 - mips_01_07 "thiazole biosynthetic enzyme precursor (ARA6) (sp|Q38814)"
mips_01_07_99
mips_03
mips_03_01
mips_03_01_05
mips_03_01_05_01
Validation Accuracy: 22/27 (81.48%)
Validation Frequency class 'mips_01_01_10': 92/2278 (4.04%)
Evaluation on propertest data (3835 items):
at_At1g30120 mips_01_01_10_04 "unknown protein"
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_02_01
mips_02_08
mips_02_10
at_At1g43710 mips_01_01_01_11 "putative histidine decarboxylase"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
mips_03_01_05_01
at_At1g64590 mips_01_01_10_05 "oxidoreductase, putative"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At1g64660 mips_01_01_01_07 "similar to O-succinylhomoserine sulfhydrylase"
mips_01_01_01_07_04
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
at_At1g67730 mips_01_01_01_11 "b-keto acyl reductase (glossy8)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g76690 - mips_01 "12-oxophytodienoate reductase (OPR2)"
mips_02_99
mips_14_04
mips_40
mips_63_21
mips_63_21_05
mips_63_21_07
mips_67
mips_67_15
at_At1g77490 - mips_40_26 "thylakoid-bound ascorbate peroxidase"
mips_40_26_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_At1g01800 - mips_01_20_05 "putative short-chain dehydrogenase"
mips_01_20_05_09
mips_11_07
mips_11_07_07
at_At1g16540 mips_01_01_01_11 "molybdenum cofactor sulfurase"
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_07_01
mips_04_03
mips_04_03_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_21
mips_63_21_17
at_At1g22020 mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_01_03_01
mips_01_06
mips_01_06_10
mips_40_16
at_At1g79870 mips_01_01_01_11_01 "putative D-isomer specific 2-hydroxyacid dehydrogenase"
mips_01_01_10_05
mips_01_05_01_01_03
mips_01_20_09
mips_02_10
mips_02_22
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At1g08490 mips_01_01_01 "NIFS like protein CpNifsp precursor (NIFS)"
mips_01_01_01_11
mips_01_01_10_05
mips_01_07
mips_04_03
mips_04_03_03
mips_04_03_06
mips_13
mips_13_01_01
mips_13_01_01_01
mips_63_21
mips_63_21_17
at_At1g09400 - mips_02 "putative 12-oxophytodienoate reductase OPR1"
mips_02_11
mips_02_99
mips_14
mips_14_04
mips_25
mips_40_03
mips_63
mips_63_21
mips_63_21_05
mips_63_21_07
mips_67
mips_67_15
at_At2g07640 mips_01_01_01 "unknown protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At2g16570 mips_01_01_01_01 "amidophosphoribosyltransferase"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_03_01
mips_01_03_01_03
mips_14_04
mips_63_19
at_At2g17420 - mips_01_02_01 "putative thioredoxin reductase"
mips_01_03_04
mips_01_03_07
mips_01_20_37
mips_01_20_37_01
mips_11_01_01
mips_63_21
mips_63_21_05
at_At2g29290 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At2g29330 mips_01 "putative tropinone reductase"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_20
mips_40_03
mips_40_19
mips_67
mips_67_15
mips_98
at_At2g30670 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_03
mips_40_19
mips_67
mips_67_15
at_At2g31250 - mips_01_01 "putative glutamyl tRNA reductase"
mips_01_01_01
mips_01_01_01_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_19
mips_01_20_19_01
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63_99
at_At2g34590 mips_01_01_10 "putative pyruvate dehydrogenase E1 beta subunit"
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_08
mips_02_10
at_At3g03330 mips_01 "unknown protein"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40
mips_40_16
at_At3g03910 mips_01_01_01 "putative glutamate dehydrogenase"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_02_01
mips_45_03_17
mips_67_15
at_At3g04000 mips_01_01_01_11 "short-chain type dehydrogenase/reductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At3g05260 mips_01_01 "putative glucose and ribitol dehydrogenase homolog"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
at_At3g06060 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_20_50
at_At3g29260 mips_01_01_10_05 "short-chain alcohol dehydrogenase, putative"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g42960 mips_01_01_01_11 "alcohol dehydrogenase (ATA1)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At3g50560 mips_01 "unknown protein"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_19
mips_67
mips_67_15
at_At3g54640 - mips_01_01 "tryptophan synthase alpha chain"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_13
at_At3g61220 - mips_01_20_05 "putative protein"
mips_01_20_05_09
mips_11_07_07
at_At3g23810 - mips_01_01_01_07 "S-adenosyl-L-homocysteinas, putative"
mips_01_05_01_07
mips_01_05_01_07_01
mips_01_20_23
mips_45_03_09
at_At4g24050 - mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g27760 mips_01_01_01_11 "forever young gene (FEY) (fragment)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
at_At4g34740 mips_01_01_01_01 "amidophosphoribosyltransferase 2 precursor"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_03_01
mips_01_03_01_03
at_At4g35460 - mips_01_02 "thioredoxin reductase (NADPH) 2"
mips_01_02_01
mips_01_03_04
mips_01_03_07
mips_01_20_37
mips_01_20_37_01
mips_63_21
mips_63_21_05
at_At4g38880 mips_01_01_01_01 "amidophosphoribosyltransferase - like protein"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_03_01
mips_01_03_01_03
at_At5g15940 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_40_19
at_At5g19140 mips_01_01 "aluminium-induced protein - like"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_03
mips_01_03
mips_01_02
mips_01_02_01
mips_01_03_01
mips_01_03_01_03
at_At5g23670 - mips_01_20_19 "serine palmitoyltransferase"
mips_01_20_19_01
mips_30_02
at_At5g34930 - mips_01_01 "arogenate dehydrogenase"
mips_01_01_01
at_At5g43830 mips_01_01_01_07 "aluminum-induced protein-like"
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_03
mips_01_02
mips_01_02_01
at_At5g50590 mips_01_01 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67_15
at_At5g50850 mips_01_01_10 "pyruvate dehydrogenase E1 component beta subunit, mitochondrial precursor (PDHE1-B) (sp|Q38799)"
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_08
mips_02_10
at_At5g53100 mips_01_01_10_05 "protochlorophyllide reductase; oxidoreductase required for shoot apex development"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_14_01_01
mips_14_05
at_At5g54080 mips_01_01 "homogentisate 1,2-dioxygenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
at_At5g65720 mips_01_01_10_05 "NifS-like aminotranfserase"
mips_01_02_01
mips_01_07
mips_04_03
mips_04_03_03
mips_04_03_06
mips_63_21
mips_63_21_17
at_At5g67290 mips_01_01_01_11 "unknown protein"
mips_01_01_01_11_01
mips_01_01_01_11_07
mips_01_01_10
mips_01_01_10_05
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_11_09
mips_48
mips_63_11
mips_63_21
mips_63_21_05
at_At5g01410 - mips_01_07 "pyridoxine biosynthesis protein - like"
mips_01_07_01
mips_03
mips_03_99
mips_11
mips_11_01
at_At5g05320 mips_01_01_10_05 "monooxygenase"
mips_01_01_10_05_07
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_33
mips_67_15
at_At5g21060 - mips_01_01_01 "homoserine dehydrogenase-like protein"
mips_01_01_01_07
mips_01_01_01_07_03
mips_01_01_04
at_At5g54190 - mips_01_05_01_01_01 "NADPH:protochlorophyllide oxidoreductase A (gb|AAC49043.1)"
mips_01_06_01_05
mips_02_07
mips_30_26
mips_30_26_03
at_At5g61830 - mips_01_20_05 "carbonyl reductase - like protein"
mips_01_20_05_09
mips_11_07
mips_11_07_07
Propertest Accuracy: 37/54 (68.52%)
Propertest Frequency class 'mips_01_01_10': 138/3835 (3.60%)
New (unknown) data (2278 items):
at_At2g23520 - no entry null
at_At3g10230 - no entry null
at_At3g20790 - no entry null
at_At5g04070 - no entry null
at_At5g08300 - mips_02_10 "succinyl-CoA-ligase alpha subunit"
at_At5g67220 - no entry null
at_At5g47970 - no entry null
at_At5g51920 - no entry null
at_At3g01980 - no entry null
at_At5g28310 - no entry null
------------------
Rule 2582
eval(_1,_2,4.0e-3-0.1),keyword(_2,zinc_finger) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,streptomyces),keyword(_2,complete_proteome) = 0
eval(_1,_2,4.0e-3-0.1),mol_wt(_2,1574.0-38820.0),classification(_2,pseudomonadales) = 0
eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,485.0-667.0),classification(_2,mycobacterium) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,treponema),keyword(_2,complete_proteome) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,rhodobacter),db_ref(_2,prints) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,bacillus),db_ref(_2,hamap) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,bacillus),keyword(_2,hypothetical_protein) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,embl) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,alternative_splicing) = 0
-> class mips_01_01_10 "amino acid degradation (catabolism)"
Evaluation on training data (4529 items):
at_At1g72810 mips_01_01_01_07 "hypothetical protein"
mips_01_01_01_07_03
mips_01_01_01_11
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
at_At1g75330 mips_01_01 "ornithine carbamoyltransferase precursor"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_01_01_03
mips_01_01_10
mips_01_01_10_01
mips_01_03
mips_01_02
mips_01_03_04
mips_01_03_04_03
mips_40_03
mips_40_16
mips_63_19
at_At2g34890 mips_01_01 "putative CTP synthase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_03
mips_01_03_04
mips_01_03_04_03
mips_30_01
at_At2g26800 mips_01_01_01_15 "hydroxymethylglutaryl-CoA lyase like protein"
mips_01_01_01_15_03
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_03
mips_02_01
at_At2g47510 mips_01_01_01_07 "putative fumarase"
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02_01
mips_01_02_04
mips_01_03_01
mips_01_03_01_03
mips_02_10
at_At3g10050 mips_01_01_01_11 "threonine dehydratase/deaminase (OMR1)"
mips_01_01_01_11_01
mips_01_01_01_15
mips_01_01_01_15_02
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_20_25_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At3g12670 mips_01_01_01_01 "hypothetical protein"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_03_04
mips_01_03_04_03
at_At3g59760 mips_01_01_01_11 "cysteine synthase"
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
at_At3g61440 mips_01_01 "cysteine synthase (AtcysC1)"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_40_16
at_At4g04610 - mips_01_01_01_11 "5'-adenylylsulfate reductase"
mips_01_01_01_11_03
mips_01_02_01
at_At4g11640 mips_01_01_01_11 "putative protein"
mips_01_01_01_11_01
mips_01_01_01_15
mips_01_01_01_15_02
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_07
mips_01_20_19
mips_01_20_21
mips_20_25_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At4g14880 mips_01_01_01_11 "cytosolic O-acetylserine(thiol)lyase (EC 4.2.99.8)"
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
at_At4g20320 mips_01_01_01_01 "CTP synthase like protein"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_03_04
mips_01_03_04_03
at_At4g24830 mips_01_01 "argininosuccinate synthase like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_03
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_01
mips_01_02
mips_01_02_01
at_At4g30530 mips_01_01_01 "unknown protein"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_03
mips_01_03_01
mips_01_03_01_03
at_At5g10920 mips_01_01 "argininosuccinate lyase (AtArgH)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_01_01_03
mips_01_01_10
mips_01_01_10_01
mips_01_03
mips_01_02
mips_01_03_01
mips_01_03_01_03
mips_01_05_01_01_01
at_At5g28030 mips_01_01_01_11 "cysteine synthase - like"
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
at_At5g38200 mips_01_01_01_01 "unknown protein"
mips_01_01_01_01_02
mips_01_01_01_11_13
mips_01_01_10_01
mips_01_03_01
mips_01_03_01_03
mips_01_07
at_At5g54810 mips_01_01_01_07 "tryptophan synthase beta chain 1 precursor (sp|P14671)"
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_01_10_03
mips_01_01_10_05
mips_01_02_01
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
Training Accuracy: 18/19 (94.74%)
Training Frequency class 'mips_01_01_10': 166/4529 (3.67%)
Evaluation on validation data (2278 items):
at_At1g55880 mips_01_01_01_07 "hypothetical protein"
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
at_At2g43750 mips_01_01_01_11 "cysteine synthase (cpACS1)"
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_20_17
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
at_At4g18440 - mips_01 "adenylosuccinate lyase like protein"
mips_01_01
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_03
mips_01_03
mips_01_03_01
mips_01_03_01_01
mips_01_03_01_03
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_25
mips_25_05
mips_25_05_09
mips_30
mips_30_10
mips_40
mips_40_03
at_At5g28020 mips_01_01 "cysteine synthase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
at_At5g38530 mips_01_01_01 "tryptophan synthase beta chain"
mips_01_01_01_07
mips_01_01_01_07_03
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_01_10_03
mips_01_01_10_05
mips_01_20_17
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'mips_01_01_10': 92/2278 (4.04%)
Evaluation on propertest data (3835 items):
at_At1g66860 mips_01_01_01_01 "unknown protein"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_03_01
mips_01_03_01_03
mips_01_03_04
mips_01_03_04_03
at_At2g23970 - mips_01_02 "unknown protein"
mips_01_03_01
mips_01_03_01_03
mips_01_03_04
mips_01_03_04_03
at_At3g03630 mips_01_01 "O-acetylserine (thiol) lyase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_17
mips_01_20_19
mips_01_20_21
mips_40_16
mips_63_21
mips_63_21_17
at_At3g20330 - mips_01_01_01 "aspartate carbamoyltransferase precursor (aspartate transcarbamylase)"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_03_04
mips_01_03_04_03
at_At3g22460 mips_01_01_01 "unknown protein"
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_10_03
mips_01_01_10_05
mips_01_20_17
mips_01_20_19
mips_01_20_21
mips_40_16
mips_63_21
mips_63_21_17
at_At3g04940 mips_01_01_01_07 "cysteine synthase (AtcysD1)"
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
mips_01_02_01
at_At4g27070 mips_01_01_01_07 "tryptophan synthase beta-subunit (TSB2)"
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
at_At4g29840 mips_01_01_01 "threonine synthase"
mips_01_01_01_07
mips_01_01_01_07_03
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_01_10_03
mips_01_01_10_05
at_At4g33150 - mips_01_01 "lysine-ketoglutarate reductase/saccharopine dehydrogenase (LKR/SDH)"
mips_01_01_01
at_At4g02120 mips_01_01 "CTP synthase - like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_03
mips_01_03_04
mips_01_03_04_03
mips_30_01
at_At4g30540 - mips_01 "putative protein"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_03
mips_01_02
mips_01_03_01
mips_01_03_01_03
mips_01_03_04
mips_01_03_04_03
mips_01_07
mips_01_07_01
mips_40_03
mips_40_10
mips_40_16
mips_63
mips_63_19
at_At4g30550 - mips_01_02 "unknown protein"
mips_01_03_01
mips_01_03_01_03
mips_01_03_04
mips_01_03_04_03
at_At5g23010 - mips_01_01 "2-isopropylmalate synthase-like; homocitrate synthase-like"
mips_01_01_01
mips_01_01_01_15
mips_01_01_01_15_03
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_06_01
mips_02_01
at_At5g50950 mips_01_01_01_07 "fumarate hydratase"
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02_01
mips_01_02_04
mips_02_10
Propertest Accuracy: 8/14 (57.14%)
Propertest Frequency class 'mips_01_01_10': 138/3835 (3.60%)
New (unknown) data (2278 items):
at_At1g48420 - no entry null
at_At1g69410 - no entry null
at_At1g25170 - no entry null
------------------
Rule 2592
eval(_1,_2,4.0e-3-0.1),classification(_2,methanobacteria) = 0
eval(_1,_2,4.0e-3-0.1),mol_wt(_2,1574.0-38820.0),classification(_2,pseudomonadales) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,treponema),keyword(_2,complete_proteome) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,bacillus),db_ref(_2,hamap) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,embl) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,euryarchaeota),keyword(_2,hypothetical_protein) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,methanocaldococcus),db_ref(_2,tigrfams) = 1
-> class mips_01_02_01 "nitrogen and sulfur utilization"
Evaluation on training data (4529 items):
at_At1g62960 mips_01_01_01 "1-aminocyclopropane-1-carboxylate synthase, putative"
mips_01_01_10_03
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At1g70580 mips_01_01_01_01 "putative alanine aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_01_02
mips_01_02_01
mips_02_01
mips_14_20
mips_20_20
mips_20_20_18
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g72810 mips_01_01_01_07 "hypothetical protein"
mips_01_01_01_07_03
mips_01_01_01_11
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
at_At2g22810 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase (ACS4)"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At2g22250 mips_01_01_01_07 "putative aspartate aminotransferase"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02_01
mips_63_21
mips_63_21_17
at_At2g30970 mips_01_01_01_01 "aspartate aminotransferase (AAT1)"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At3g59760 mips_01_01_01_11 "cysteine synthase"
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
at_At3g61440 mips_01_01 "cysteine synthase (AtcysC1)"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_40_16
at_At4g04610 mips_01_01_01_11 "5'-adenylylsulfate reductase"
mips_01_01_01_11_03
mips_01_02_01
at_At4g08040 mips_01_01_01_07 "putative protein"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At4g11640 - mips_01_01_01_11 "putative protein"
mips_01_01_01_11_01
mips_01_01_01_15
mips_01_01_01_15_02
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_07
mips_01_20_19
mips_01_20_21
mips_20_25_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At4g14880 mips_01_01_01_11 "cytosolic O-acetylserine(thiol)lyase (EC 4.2.99.8)"
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
at_At4g24830 mips_01_01 "argininosuccinate synthase like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_03
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_01
mips_01_02
mips_01_02_01
at_At4g26200 mips_01_01 "1-aminocyclopropane-1-carboxylate synthase -like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
at_At4g31990 mips_01_01_01_01 "aspartate aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At5g11520 mips_01_01 "aspartate aminotransferase (Asp3)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_02
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20
mips_01_20_17
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_16
mips_40_26
mips_40_26_03
at_At5g28030 mips_01_01_01_11 "cysteine synthase - like"
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
at_At5g36160 mips_01_01 "tyrosine aminotransferase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At5g65800 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase ACS5 (pir||S71174)"
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At5g54810 mips_01_01_01_07 "tryptophan synthase beta chain 1 precursor (sp|P14671)"
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_01_10_03
mips_01_01_10_05
mips_01_02_01
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
at_At1g01480 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase (ACC2)"
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
Training Accuracy: 20/21 (95.24%)
Training Frequency class 'mips_01_02_01': 83/4529 (1.83%)
Evaluation on validation data (2278 items):
at_At1g55880 mips_01_01_01_07 "hypothetical protein"
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
at_At1g63660 - mips_01_01 "GMP synthase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_03
mips_01_03_01
mips_01_03_01_03
mips_01_03_04
mips_01_03_04_03
at_At2g20610 mips_01_01 "putative tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_17
mips_01_20_50
mips_11_07
mips_11_07_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_63_11
at_At2g43750 mips_01_01_01_11 "cysteine synthase (cpACS1)"
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_20_17
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
at_At2g24850 mips_01_01 "putative tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_14_20
mips_20_20
mips_20_20_18
mips_63_21
mips_63_21_17
at_At5g28020 mips_01_01 "cysteine synthase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
at_At5g38530 - mips_01_01_01 "tryptophan synthase beta chain"
mips_01_01_01_07
mips_01_01_01_07_03
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_01_10_03
mips_01_01_10_05
mips_01_20_17
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
at_At5g57590 mips_01_01_01_01 "adenosylmethionine-8-amino-7-oxononanoate aminotransferase-like protein"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07_01
mips_13_03_01
at_At5g60540 - mips_01_03_04 "imidazoleglycerol-phosphate synthase subunit H - like"
mips_01_03_04_03
mips_01_07_01
Validation Accuracy: 6/9 (66.67%)
Validation Frequency class 'mips_01_02_01': 51/2278 (2.24%)
Evaluation on propertest data (3835 items):
at_At1g72330 mips_01_01_01 "alanine aminotransferase (ALAAT2)"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_02_01
mips_01_20_99
mips_02_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g17290 mips_01_01 "alanine aminotransferase (ALAAT1)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_02
mips_01_02
mips_01_02_01
mips_01_20
mips_02_01
mips_20
mips_20_20
mips_20_20_18
mips_40_03
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g23310 mips_01_01 "putative alanine aminotransferase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_01_02
mips_01_02_01
mips_02_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At3g03630 mips_01_01 "O-acetylserine (thiol) lyase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_17
mips_01_20_19
mips_01_20_21
mips_40_16
mips_63_21
mips_63_21_17
at_At3g04520 - mips_01 "L-allo-threonine aldolase like protein"
mips_01_01
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_07
mips_01_01_10
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_25_05_25
mips_30
mips_30_02
mips_40_03
mips_40_07
mips_40_16
mips_63
mips_63_21
mips_63_21_17
at_At3g22460 - mips_01_01_01 "unknown protein"
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_10_03
mips_01_01_10_05
mips_01_20_17
mips_01_20_19
mips_01_20_21
mips_40_16
mips_63_21
mips_63_21_17
at_At3g49700 mips_01 "1-aminocyclopropane-1-carboxylate synthase -like protein"
mips_01_01
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
mips_98
at_At3g04940 mips_01_01_01_07 "cysteine synthase (AtcysD1)"
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
mips_01_02_01
at_At4g27070 mips_01_01_01_07 "tryptophan synthase beta-subunit (TSB2)"
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
at_At4g28420 mips_01_01 "tyrosine transaminase-like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_17
mips_01_20_50
mips_40_16
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_63_11
mips_63_21
mips_63_21_17
at_At4g29840 - mips_01_01_01 "threonine synthase"
mips_01_01_01_07
mips_01_01_01_07_03
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_01_10_03
mips_01_01_10_05
at_At4g23590 mips_01_01_01_11 "tyrosine transaminase like protein"
mips_01_01_01_11_09
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_14_20
mips_20_20
mips_20_20_18
at_At4g23600 mips_01_01_01_11 "tyrosine transaminase like protein"
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At4g37770 mips_01_01 "1-aminocyclopropane-1-carboxylate synthase - like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
at_At5g19550 mips_01_01 "aspartate aminotransferase Asp2"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At5g51690 mips_01_01 "ACS12 (MIO24.18)"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At5g63570 mips_01_01_99 "glutamate-1-semialdehyde 2,1-aminomutase 1 precursor (GSA 1) (glutamate-1-semialdehyde aminotransferase 1) (GSA-AT 1) (sp|P42799)"
mips_01_02
mips_01_02_01
mips_01_07_01
mips_01_20_19
mips_01_20_19_01
mips_01_20_99
mips_40_26
mips_40_26_03
Propertest Accuracy: 14/17 (82.35%)
Propertest Frequency class 'mips_01_02_01': 82/3835 (2.14%)
New (unknown) data (2278 items):
at_At1g23320 - no entry null
at_At1g48420 - no entry null
at_At4g34020 - no entry null
at_At4g24670 - no entry null
------------------
Rule 2406
eval(_1,_2,0.0-9.0e-25),species(_2,methanococcus_jannaschii) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,spirochaetes),db_ref(_2,hamap) = 0
eval(_1,_2,2.0e-5-4.0e-3),species(_2,methanococcus_jannaschii),keyword(_2,hydrolase) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,mus),keyword(_2,receptor) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,pseudomonas),keyword(_2,signal) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),db_ref(_2,hssp) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,haemophilus_influenzae),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,schizosaccharomyces_pombe__fission_yeast_),db_ref(_2,prints) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,homo),keyword(_2,developmental_protein) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),db_ref(_2,pfam) = 1
-> class mips_01_06_04 "breakdown of lipids, fatty acids and isoprenoids"
Evaluation on training data (4529 items):
at_At1g20490 mips_01_05_01_01_03 "hypothetical protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_30_01
mips_40_19
at_At1g20500 mips_01_05_01_01_03 "hypothetical protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
at_At1g20560 mips_01_06_01_01 "unknown protein (At1g20560)"
mips_01_06_04
mips_01_06_07
mips_01_20_35_01
mips_02_25
mips_67_13
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_At1g21540 mips_01_05_01_01_03 "amp-binding protein, putative"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_02_16
mips_02_16_13
mips_02_25
at_At1g49430 mips_01_06_01_05 "putative acyl CoA synthetase (At1g49430)"
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27_99
at_At1g51680 mips_01_06_01_01 "4-coumarate--coenzyme A ligase (At4CL1)"
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_67_13
at_At1g65880 mips_01_06_01 ""
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_02_99
mips_30_01
at_At1g66120 mips_01_06_01_01 "hypothetical protein"
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_25
at_At1g68270 mips_02 "putative amp-binding protein"
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_35_01_05
mips_02_25
at_At1g06310 mips_01_06_04 "hypothetical protein"
mips_30_19
mips_40_19
at_At1g73480 mips_01_06_04 "putative lysophospholipase (At1g73480)"
mips_02_25
at_At1g75960 mips_01_05_01_01_03 "AMP-binding protein, putative"
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At1g76290 mips_01_05_01_01_03 "putative AMP-binding protein"
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_40_19
at_At1g77240 mips_01_05_01_01_03 "hypothetical protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At2g47630 mips_01 "putative phospholipase"
mips_02
mips_01_06
mips_01_06_04
mips_02_25
mips_11
mips_11_01
mips_13
mips_13_11
at_At3g16910 mips_01_06_01 "AMP-binding protein, putative"
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_20_03
mips_40_27
mips_40_27_99
at_At2g04350 mips_01 "putative acyl-CoA synthetase"
mips_01_06
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_03
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_13
mips_20
mips_25
mips_25_05
mips_25_05_25
mips_40
mips_40_02
mips_40_03
mips_40_16
at_At2g24320 mips_01_06_04 "hypothetical protein"
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
at_At2g35690 mips_02 "putative acyl-CoA oxidase"
mips_01_06
mips_01_06_04
mips_40_19
mips_67_15
at_At2g39400 mips_01 "phospholipase like protein"
mips_02
mips_01_06
mips_01_06_04
mips_02_25
mips_11
mips_11_01
mips_13
mips_13_11
at_At3g06810 mips_01 "acetyl-coA dehydrogenase, putative"
mips_01_01_10_04
mips_02
mips_01_05
mips_01_06
mips_01_06_04
mips_02_11
mips_02_25
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_16
mips_67
mips_67_15
at_At3g23790 mips_01_06_01_01 "AMP-binding protein, putative"
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_05
mips_01_20_05_11
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_01_20_37
mips_01_20_37_03
mips_02_25
at_At3g45300 mips_01_01_01_15 "isovaleryl-CoA-dehydrogenase precursor (IVD)"
mips_01_01_01_15_03
mips_01_01_10_04
mips_01_06_04
mips_02_25
at_At3g60510 mips_01_06_04 "enoyl-CoA-hydratase - like protein"
at_At4g11030 mips_01_06_01_05 "putative acyl-CoA synthetase"
mips_01_06_04
mips_01_06_07
mips_01_06_13
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At4g16210 mips_01_06_04 "enoyl-CoA hydratase like protein"
mips_01_06_07
mips_03_01_99
at_At4g19010 mips_01_05_01_01_03 "4-coumarate-CoA ligase - like"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_10
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_30_01
mips_40_19
at_At4g23850 mips_01_06_01 "acyl-CoA synthetase - like protein"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At4g25290 - mips_01_02 "hypothetical protein"
mips_03_01_05
mips_11_07_03
mips_11_10
mips_11_10_99
mips_13_11_01
mips_13_11_11
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_10_99
at_At4g31020 mips_01_06 "putative protein"
mips_01_06_04
mips_11_01
mips_13_11
at_At4g31810 mips_01 "enoyl-CoA hydratase like protein"
mips_01_06
mips_01_06_01
mips_01_06_04
mips_14
mips_14_04
mips_25_05
mips_40
mips_40_16
mips_98
at_At5g25770 mips_01_06_04 "putative protein"
at_At5g27600 mips_01_06_01 "long-chain-fatty-acid--CoA ligase-like protein"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_13
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
mips_63_19_01
mips_63_19_99
at_At5g65110 mips_01_06_04 "acyl-CoA oxidase (gb|AAC13497.1)"
mips_30_19
mips_40_19
at_At5g65940 mips_01_06_04 "3-hydroxyisobutyryl-coenzyme A hydrolase"
at_At5g16340 mips_01_05_01_01 "AMP-binding protein"
mips_01_05_01_01_03
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
Training Accuracy: 36/37 (97.30%)
Training Frequency class 'mips_01_06_04': 119/4529 (2.63%)
Evaluation on validation data (2278 items):
at_At1g02200 - mips_01_06_01_07 "CER1 protein"
mips_01_06_01_07_11
at_At1g52760 mips_01_06_04 "lipase like protein"
mips_02_25
at_At1g65060 mips_01_05_01_01_03 "4-coumarate:CoA ligase 3 (4CL3)"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At1g72620 - mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_03_03_01_02
mips_06_07_03
mips_08_01
mips_10_01_05
mips_10_01_05_01
mips_11_01_01
mips_11_01_99
at_At1g06290 mips_01 "acyl-CoA oxidase, putative, 3' partial"
mips_01_06
mips_01_06_04
mips_30
mips_30_19
mips_40
mips_40_19
at_At1g20480 mips_01_05 "hypothetical protein"
mips_01_05_01_01
mips_01_05_01_01_03
mips_01_06
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At2g30660 mips_01_06_04 "3-hydroxyisobutyryl-coenzyme A hydrolase"
at_At2g24820 - mips_01_02 "putative Rieske iron-sulfur protein"
mips_01_02_01
mips_01_20_17_03
mips_02_13
mips_02_13_01
at_At3g24360 mips_01 "3-hydroxyisobutyryl-coenzyme A hydrolase, putative"
mips_01_05
mips_01_06
mips_01_06_01
mips_01_06_04
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_16
mips_98
at_At4g17470 - mips_01_06_07 "putative protein"
mips_06_13_04
mips_06_13_04_01
mips_20_25_01
mips_20_25_01_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_25
at_At4g17483 - mips_01_06_07 "putative protein"
mips_06_13_04
mips_06_13_04_01
mips_20_25_01
mips_20_25_01_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_25
at_At5g16120 mips_01_05_01_01_09 "lipase-like protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_02_25
at_At5g38220 - mips_14_04_03 "putative protein"
mips_14_04_03_01
at_At5g48880 mips_01_06_01_07 "peroxisomal-3-keto-acyl-CoA thiolase 1 (PKT1)"
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_02_25
mips_40_19
at_At5g63380 mips_01_05_01_01_03 "4-coumarate-CoA ligase-like protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
Validation Accuracy: 9/15 (60.00%)
Validation Frequency class 'mips_01_06_04': 45/2278 (1.98%)
Evaluation on propertest data (3835 items):
at_At1g20510 mips_01_05_01_01_03 "putative 4-coumarate:CoA ligase"
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_16
mips_02_16_13
mips_02_25
at_At1g30520 mips_01_05_01_01_03 "unknown protein (At1g30520)"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_30_01
mips_40_19
at_At1g52750 - mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
at_At1g65890 mips_01_06_01_01 "putative protein"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_25
at_At1g06550 mips_01_06_01 "3-hydroxyisobutyryl-coenzyme A hydrolase, putative"
mips_01_06_04
at_At1g77590 mips_01_06_01 "putative acyl-CoA synthetase"
mips_01_06_01_01
mips_01_06_01_03
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_25_05_25
at_At1g11090 mips_01_06_04 "lysophospholipase isolog"
mips_02_25
at_At1g62940 mips_01_06_01_01 "4-coumarate:coenzyme A ligase, putative"
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_67_13
at_At1g64400 mips_01_06_01 "putative acyl-CoA synthetase"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At2g15230 mips_01_06_04 "putative lysosomal acid lipase"
mips_01_25
mips_01_25_07
mips_40_25
mips_47_03_11
mips_47_03_11_03
mips_63_09
at_At2g17650 mips_01_06_01_01 "putative acyl-CoA synthetase"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_20_05
mips_01_20_05_11
mips_01_20_35_01
mips_02_25
at_At2g30650 mips_01_06 "3-hydroxyisobutyryl-coenzyme A hydrolase"
mips_01_06_01
mips_01_06_04
at_At2g47240 mips_01_06_01_05 "putative acyl-CoA synthetase"
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At3g05970 mips_01_06 "AMP-binding protein"
mips_01_06_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_13
mips_01_06_99
mips_20
mips_20_03
mips_40_02
mips_40_16
mips_40_19
mips_40_27
mips_40_27_99
at_At3g16170 mips_01_05_01_01 "long-chain acyl-CoA like synthetase"
mips_01_05_01_01_03
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_01_20_36
mips_01_20_37
mips_01_20_37_99
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_05_99
mips_40_19
at_At3g21230 mips_02 "putative 4-coumarate:CoA ligase 2"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
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_02_16
mips_02_16_13
mips_02_25
at_At3g21240 mips_01_05_01_01_03 "putative 4-coumarate:CoA ligase 2"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At3g44880 - mips_01_20_17_03 "lethal leaf-spot 1 homolog Lls1"
at_At3g51840 mips_01 "Short-chain acyl CoA oxidase"
mips_01_01_10
mips_01_01_10_04
mips_02
mips_01_05
mips_01_06
mips_01_06_04
mips_02_11
mips_02_25
mips_14
mips_14_04
mips_25
mips_25_05
mips_40
mips_40_16
mips_40_19
mips_67
mips_67_15
at_At3g01690 - mips_14_04_03 "unknown protein"
mips_14_04_03_01
at_At3g48990 mips_01_05_01_01 "4-coumarate-CoA ligase -like protein"
mips_01_05_01_01_03
mips_01_06
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_02_16
mips_02_16_13
mips_02_25
at_At4g13360 mips_01_06_01 "3-hydroxyisobutyryl-coenzyme A hydrolase - like protein"
mips_01_06_04
at_At4g14070 mips_01_06_01 "A6 anther-specific protein (Z97335.16)"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_13
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At4g16800 mips_01_03 "enoyl-CoA hydratase"
mips_01_03_16
mips_01_03_16_01
mips_01_06_04
at_At4g17480 - mips_01_06_07 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_20_25_01
mips_20_25_01_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_25
at_At5g14310 mips_01_05_01 "putative protein"
mips_01_05_01_01
mips_01_06
mips_01_06_04
mips_01_06_07
mips_11_10
mips_11_10_09
at_At5g16370 mips_01_05_01_01_03 "AMP-binding protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
at_At5g23050 mips_01_05_01_01_03 "acetyl-CoA synthetase-like protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_16
mips_02_16_13
mips_02_99
mips_30_01
mips_40_19
at_At5g36880 - mips_01_05_01_01_03 "acetyl-CoA synthetase"
mips_01_06_01
mips_01_06_01_05
mips_02_10
mips_02_16
mips_02_16_13
mips_02_99
mips_40_19
at_At5g38120 mips_01_05_01_01_03 "4-coumarate--CoA ligase -like protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
at_At5g47340 - mips_01_06_07 "palmitoyl-protein thioesterase precursor-like"
mips_06_13_04
mips_06_13_04_01
mips_20_25_01
mips_20_25_01_01
mips_33_03_13
mips_40_25
at_At5g51180 mips_01_06_04 "unknown protein"
Propertest Accuracy: 26/32 (81.25%)
Propertest Frequency class 'mips_01_06_04': 87/3835 (2.27%)
New (unknown) data (2278 items):
at_At1g23330 - no entry null
at_At1g23880 - no entry null
at_At1g06300 - mips_40_19 "hypothetical protein, 5' partial"
mips_67_15
at_At2g43940 - no entry null
at_At4g05160 - no entry null
at_At4g14890 - no entry null
at_At4g28770 - no entry null
at_At1g60950 - mips_67 "ferrodoxin precursor"
mips_67_15
at_At1g21440 - mips_02_01 "hypothetical protein"
mips_02_22
at_At1g80280 - mips_11_07 "unknown protein"
mips_30_01
at_At1g10740 - no entry null
at_At1g10960 - no entry null
at_At1g02020 - no entry null
at_At2g27510 - mips_67_15 "putative ferredoxin"
at_At3g05390 - no entry null
at_At3g14860 - no entry null
at_At5g10000 - mips_67_15 "putative protein"
------------------
Rule 3104
eval(_1,_2,9.0e-25-8.0e-10),species(_2,mycoplasma_genitalium) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,sgd) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,zinc_finger),db_ref(_2,prints) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,glycine) = 0
-> class mips_01_20_17 "biosynthesis of secondary products derived from primary amino acids"
Evaluation on training data (4529 items):
at_At1g22360 mips_01_20_17_07 "putative protein"
at_At1g22380 mips_01_05 "hypothetical protein, 5' partial"
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At1g22390 mips_01 "hypothetical protein, 3' partial"
mips_01_05
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_99
at_At1g22400 mips_01_20_17 "Putative UDP-glucose glucosyltransferase"
mips_01_20_17_07
at_At1g30530 mips_01_20_17 "putative UDP-gulcoronosyl and UDP-glucosyl transferase family protein"
mips_01_20_17_07
at_At1g50580 mips_01 "rhamnosyltransferase, putative"
mips_01_05
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_99
at_At1g64910 mips_01_20_17_07 "hypothetical protein"
at_At1g01420 mips_01_20_17 "flavonol 3-o-glucosyltransferase, putative"
mips_01_20_17_07
mips_01_20_35_01
at_At2g31750 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g31790 mips_01_20_17_07 "putative glucosyltransferase"
at_At3g16520 mips_01_20_17 "glucosyltransferase like protein"
mips_01_20_17_07
at_At3g46660 mips_01_20_17_07 "glucosyltransferase-like protein"
at_At3g46700 mips_01_20_17 "glucuronosyl transferase-like protein"
mips_01_20_17_07
at_At2g15490 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g22590 mips_01_20_17_07 "putative anthocyanidin-3-glucoside rhamnosyltransferase"
at_At2g22930 mips_01_20_17 "putative flavonol 3-O-glucosyltransferase"
mips_01_20_17_07
at_At2g23210 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g23260 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g28080 mips_01_05_01 "putative glucosyltransferase"
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_11_07
at_At2g29750 mips_01_05_01 "putative flavonol 3-O-glucosyltransferase"
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At2g30150 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g36770 mips_01_20_17_07 "putative glucosyl transferase"
at_At2g43840 mips_01_20_17_07 "putative glucosyltransferase"
at_At3g21750 mips_01_20_17 "putative UDP-glucose glucosyltransferase"
mips_01_20_17_07
at_At3g21780 mips_01_20_17 "putative UDP-glucose glucosyltransferase"
mips_01_20_17_07
at_At3g22250 mips_01_20 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
at_At3g29630 mips_01_20_17 "flavonol 3-O-Glucosyltransferase, putative"
mips_01_20_17_07
at_At4g14100 mips_01_20_17_07 "glucosyltransferase like protein"
at_At4g15270 mips_01_20_17_07 "UTP-glucose glucosyltransferase like protein"
at_At4g15280 mips_01_20_17 "UTP-glucose glucosyltransferase"
mips_01_20_17_07
at_At4g15500 mips_01_20_17_07 "indole-3-acetate beta-glucosyltransferase like protein"
at_At4g27570 mips_01_20_17 "UDP rhamnose--anthocyanidin-3-glucoside rhamnosyltransferase - like protein"
mips_01_20_17_07
at_At4g36770 mips_01 "glucosyltransferase-like protein"
mips_01_05
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
at_At5g12890 mips_01_05_01_03 "glucosyltransferase -like protein"
mips_01_20_17
mips_01_20_17_07
at_At5g38040 mips_01_20_17 "glucosyltransferase-like protein"
mips_01_20_17_07
at_At5g54010 mips_01 "flavonol 3-O-glucosyltransferase-like protein"
mips_01_05
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At5g65550 mips_01_20_17_07 "anthocyanidin-3-glucoside rhamnosyltransferase"
at_At5g66690 mips_01_05 "UTP-glucose glucosyltransferase"
mips_01_20_17
mips_01_20_17_07
at_At5g05860 mips_01_20_17 "glucuronosyl transferase-like protein"
mips_01_20_17_07
at_At5g05870 mips_01_20_17_07 "glucuronosyl transferase-like protein"
at_At5g05890 mips_01_20_17_07 "glucuronosyl transferase-like protein"
at_At5g03490 mips_01_05 "UDPG glucosyltransferase - like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At5g17050 mips_01_05_01 "UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
mips_01_20
mips_01_20_17
mips_01_20_17_07
Training Accuracy: 43/43 (100.00%)
Training Frequency class 'mips_01_20_17': 221/4529 (4.88%)
Evaluation on validation data (2278 items):
at_At1g01390 mips_01_20_17_07 "flavonol 3-o-glucosyltransferase, putative"
mips_01_20_35
mips_01_20_35_01
at_At1g64920 mips_01_20_17_07 "hypothetical protein"
at_At1g05530 mips_01_20_17_07 "hypothetical protein"
at_At1g73880 mips_01_06 "putative glucosyltransferase"
mips_01_06_04
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At1g07250 mips_01_20_17_07 "putative 3-o-glucosyltransferase"
at_At1g07260 mips_01_20_17 "hypothetical protein"
mips_01_20_17_07
at_At1g22340 mips_01_20_17_07 "hypothetical protein"
at_At2g23250 mips_01_20_17 "putative glucosyltransferase"
mips_01_20_17_07
at_At2g26480 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g29740 mips_01_20_17_07 "putative flavonol 3-O-glucosyltransferase"
at_At2g36750 mips_01_20_17 "putative glucosyl transferase"
mips_01_20_17_07
at_At2g36760 mips_01_20_17 "putative glucosyl transferase"
mips_01_20_17_07
at_At2g36780 mips_01_20_17_07 "putative glucosyl transferase"
at_At2g43820 mips_01_20_17_07 "putative glucosyltransferase"
at_At3g53150 mips_01_20_17_07 "glucosyltransferase - like protein"
at_At3g21560 mips_01_20_17_07 "UDP-glucose:indole-3-acetate beta-D-glucosyltransferase, putative"
at_At3g46650 mips_01_20_17_07 "glucosyltransferase-like protein"
at_At3g46670 mips_01 "glucosyltransferase-like protein"
mips_01_05
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At3g46680 mips_01_20_17 "glucosyltransferase-like protein"
mips_01_20_17_07
mips_11_07
at_At3g11340 mips_01_20 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_11_07
at_At4g15260 mips_01_20_17_07 "glucosyltransferase"
at_At5g05880 mips_01_20_17 "glucuronosyl transferase-like protein"
mips_01_20_17_07
mips_11_07
at_At5g14860 - mips_01_05_01_03 "glucosyltransferase -like protein"
mips_01_05_01_03_04
at_At5g17030 mips_01_20_17_07 "UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
at_At5g37950 mips_01_20_17 "glucuronosyl transferase-like protein"
mips_01_20_17_07
mips_11_07
at_At5g38010 mips_01_20 "glucosyltransferase-like protein"
mips_01_20_17
mips_01_20_17_07
mips_11_07
at_At5g49690 mips_01_20 "anthocyanidin-3-glucoside rhamnosyltransferase-like"
mips_01_20_17
mips_01_20_17_07
Validation Accuracy: 26/27 (96.30%)
Validation Frequency class 'mips_01_20_17': 93/2278 (4.08%)
Evaluation on propertest data (3835 items):
at_At1g22370 mips_01_20 "putative UDP-glucose glucosyltransferase"
mips_01_20_17
mips_01_20_17_07
at_At1g24100 mips_01_20_17_07 "putative indole-3-acetate beta-glucosyltransferase"
at_At1g06000 mips_01_05 "unknown protein"
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At1g78270 mips_01_20_17 "similar to glucoronosyl transferase-like protein; similar to ESTs gb|AI996767.1, emb|Z46520.1, gb|T44500.1, and gb|AI099822.1"
mips_01_20_17_07
at_At1g07240 mips_01_20_17_07 "unknown protein"
at_At1g51210 mips_01_05_01_01_01 "putative glucosyl transferase"
mips_01_20_17_07
at_At1g05560 mips_01_20_17 "UDP-Glucose Transferase (UGT75B2)"
mips_01_20_17_07
at_At1g05680 mips_01_20_17_07 "putative indole-3-acetate beta-glucosyltransferase"
at_At1g10400 mips_01_20_17 "puative glucosyl transferase"
mips_01_20_17_07
at_At2g11820 - mips_01_05 "MGDG synthase type C (mgdC)"
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_01_03_04
mips_01_06_01_03
mips_01_06_99
mips_30_34
mips_30_34_07
at_At2g15480 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g16890 - mips_01_05_01_03 "glucosyltransferase like protein"
mips_01_05_01_03_04
at_At2g18560 mips_01_20_17 "putative flavonol 3-O-glucosyltransferase"
mips_01_20_17_07
at_At2g18570 mips_01_20_17_07 "putative flavonol 3-O-glucosyltransferase"
at_At2g29710 mips_01_20_17_07 "putative flavonol 3-O-glucosyltransferase"
at_At2g29730 mips_01_20_17_07 "putative flavonol 3-O-glucosyltransferase"
at_At2g30140 mips_01_20_17 "putative glucosyltransferase"
mips_01_20_17_07
at_At2g36970 mips_01_20_17_07 "putative glucosyltransferase"
at_At2g36790 mips_01_20_17_07 "putative glucosyl transferase"
at_At3g21800 mips_01_05_01 "putative UDP-glucose glucosyltransferase"
mips_01_20
mips_01_20_17
mips_01_20_17_07
at_At3g46690 mips_01_20_17_07 "glucuronosyl transferase-like protein"
at_At3g46720 mips_01 "glucuronosyl transferase-like protein"
mips_01_05
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_11
mips_11_07
at_At3g53160 mips_01_20_17_07 "glucosyltransferase - like protein"
at_At3g02100 mips_01_20_17_07 "putative UDP-glucosyl transferase"
at_At3g55700 mips_01_20_17_07 "glucuronosyl transferase - like protein"
at_At3g55710 mips_01 "glucuronosyl transferase - like protein"
mips_01_05
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_11
mips_11_07
mips_99
at_At4g09500 mips_01 "putative protein"
mips_01_05
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_99
at_At4g15480 mips_01 "indole-3-acetate beta-glucosyltransferase like protein"
mips_01_05
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_98
at_At4g15490 mips_01_20_17 "indole-3-acetate beta-glucosyltransferase like protein"
mips_01_20_17_07
at_At4g15550 mips_01_05_01 "UDP-glucose:indole-3-acetate beta-D-glucosyltransferase (iaglu)"
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_06_07
at_At4g21220 - mips_01_05_01_03 "putative protein"
mips_01_05_01_03_04
mips_01_06_01
mips_01_06_01_03
mips_01_07
mips_01_07_01
mips_30_01
mips_30_34
mips_30_34_07
at_At4g27560 mips_01_20_17_07 "UDP rhamnose-anthocyanidin-3-glucoside rhamnosyltransferase - like protein"
at_At4g34131 mips_01_20_17_07 "glucosyltransferase -like protein"
at_At4g34135 mips_01_20_17_07 "glucosyltransferase like protein"
at_At4g34138 mips_01_20_17_07 "glucosyltransferase -like protein"
at_At4g01070 mips_01_20_17_07 "putative flavonol glucosyltransferase"
mips_01_20_35
mips_01_20_35_01
at_At5g17040 mips_01_20_17 "UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
mips_01_20_17_07
at_At5g26310 mips_01_20_17_07 "UTP-glucose glucosyltransferase - like protein"
at_At5g53990 mips_01_20_17 "flavonol 3-O-glucosyltransferase-like protein"
mips_01_20_17_07
at_At5g54060 mips_01_20_17_07 "flavonol 3-O-glucosyltransferase-like"
at_At5g59580 mips_01_20 "glucuronosyl transferase - like protein"
mips_01_20_17
mips_01_20_17_07
at_At5g59590 mips_01_20_17 "glucuronosyl transferase - like protein"
mips_01_20_17_07
mips_11_07
at_At5g05900 mips_01_05 "glucuronosyl transferase-like protein"
mips_01_20
mips_01_20_17
mips_01_20_17_07
Propertest Accuracy: 40/43 (93.02%)
Propertest Frequency class 'mips_01_20_17': 197/3835 (5.14%)
New (unknown) data (2278 items):
at_At3g21760 - no entry null
at_At3g21790 - no entry null
at_At5g24750 - no entry null
at_At1g43620 - no entry null
at_At2g40840 - no entry null
at_At3g50740 - no entry null
at_At2g36800 - no entry null
at_At5g64860 - no entry null
------------------
Rule 3938
eval(_1,_2,4.0e-3-0.1),desc(_2,chain) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,stramenopiles),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,inner_membrane),db_ref(_2,sgd) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,amphibia),db_ref(_2,prodom) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,gammaproteobacteria),keyword(_2,signal) = 1
-> class mips_01_20_17 "biosynthesis of secondary products derived from primary amino acids"
Evaluation on training data (4529 items):
at_At1g18140 mips_01_20 "hypothetical protein"
mips_01_20_17
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
at_At1g21850 mips_01_20_17_01 "pectinesterase, putative"
mips_11_07_03
at_At1g31680 mips_01_20_17 "putative protein"
mips_01_20_17_03
at_At1g62810 mips_01_01_10 "amine oxidase, putative"
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_20_17
mips_01_20_17_03
mips_01_20_50
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_19
mips_47
mips_47_03
mips_47_03_02
mips_63_13
mips_63_13_99
mips_63_17_09
mips_67_15
at_At1g71040 mips_01_20 "putative spore coat protein"
mips_01_20_17
mips_01_20_17_01
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_01
mips_01_20_99
mips_08
mips_08_19
mips_11_05
mips_11_05_01
mips_11_05_01_03
mips_11_05_01_99
mips_11_07
mips_11_07_03
mips_11_07_07
mips_11_07_99
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_02
mips_40_34
mips_40_34_09
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At1g75790 mips_01_20_17 "polymer protein, putative"
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At4g12290 mips_01_01 "copper amine oxidase -like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_20_17
mips_01_20_17_03
mips_01_20_50
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_19
mips_47
mips_47_03
mips_47_03_02
mips_63_13
mips_63_13_99
mips_63_17
mips_63_17_09
mips_67_15
at_At4g12420 mips_01_20 "pollen-specific protein - like predicted GPI-anchored protein"
mips_01_20_17
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
mips_30_01
at_At2g30210 mips_01_20_17_01 "putative laccase"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At2g38080 mips_01_20_17_01 "putative diphenol oxidase"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At2g42490 mips_01_02 "putative copper amine oxidase"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_20_17_03
mips_01_20_50
mips_13_07
mips_48
mips_63_21
mips_63_21_99
at_At3g13390 mips_01_20_17_01 "L-ascorbate oxidase precursor, putative"
mips_11_07_03
at_At3g13400 mips_01_20 "pollen specific protein, putative"
mips_01_20_17
mips_01_20_17_01
mips_11_07
mips_11_07_03
mips_11_07_99
mips_30_01
at_At3g43670 mips_01_01 "amine oxidase -like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_20_17
mips_01_20_17_03
mips_01_20_50
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_19
mips_47
mips_47_03
mips_47_03_02
mips_63_13
mips_63_13_99
mips_63_17
mips_63_17_09
mips_67_15
at_At3g43820 mips_01_20_17 "putative protein"
mips_01_20_17_03
at_At4g14940 mips_01_01_10 "amine oxidase like protein"
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_20_17_03
mips_01_20_50
mips_20_25_01
mips_20_25_01_01
mips_40_19
mips_47_03_02
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_99
at_At4g25240 mips_01_05 "Pollen-specific protein precursor like"
mips_01_20_17
mips_01_20_17_01
mips_11_07_03
mips_11_07_99
mips_30
at_At4g37160 mips_01_20_17 "pectinesterase like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_30_01
at_At4g39830 mips_01_07 "putative L-ascorbate oxidase"
mips_01_07_04
mips_01_20_17
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g01050 mips_01_20_17 "laccase -like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g48100 mips_01_20_17_01 "laccase (diphenol oxidase)"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g51480 mips_01_20_17_01 "predicted GPI-anchored protein"
mips_11_07_03
mips_11_07_99
at_At5g58910 mips_01_20_17_01 "laccase precursor - like protein"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g05390 mips_01_20_17 "laccase (diphenol oxidase)"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
at_At5g07130 mips_01_20_17 "laccase-like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
at_At2g29130 mips_01_20_17_01 "putative laccase (diphenol oxidase)"
mips_01_20_99
mips_11_07_03
mips_11_07_99
Training Accuracy: 26/26 (100.00%)
Training Frequency class 'mips_01_20_17': 221/4529 (4.88%)
Evaluation on validation data (2278 items):
at_At1g31710 mips_01_01 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_20
mips_01_20_17
mips_01_20_17_03
mips_01_20_50
mips_11_01
mips_13_07
mips_13_11
mips_40_02
mips_40_19
mips_48
mips_63_13
mips_63_13_99
mips_63_17
mips_63_17_09
mips_67_15
at_At1g55570 mips_01_20_17_01 "overlap with bases 100,099-109,160 of 'IGF' clone F20N2, gb|AC002328. This region is annotated in the F20N2 entry, gb|AC002328"
mips_11_07_03
at_At1g21860 mips_01_20_17_01 "pectinesterase, putative"
mips_01_20_99
mips_11_07_03
at_At1g76160 mips_01_20_17 "putative protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
at_At2g13440 - mips_03_03_03 "similar to glucose inhibited division protein A from prokaryotes"
at_At3g10920 - mips_11 "putative [Mn] superoxide dismutase"
mips_11_01
mips_11_01_01
mips_11_07
mips_11_07_03
mips_11_07_07
mips_11_07_07_07
mips_13
mips_13_11
mips_40_16
mips_63
mips_63_17
mips_63_17_09
at_At4g12280 mips_01_02 "copper amine oxidase like protein (fragment2)"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_20_17_03
mips_01_20_50
mips_13_07
mips_48
mips_63_21
mips_63_21_99
at_At4g25100 - mips_11_01_01 "superoxide dismutase (EC 1.15.1.1) (Fe)"
mips_11_07_03
mips_11_07_07
mips_11_07_07_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
at_At4g38420 mips_01_20_17_01 "pectinesterase like protein"
mips_11_07_03
Validation Accuracy: 6/9 (66.67%)
Validation Frequency class 'mips_01_20_17': 93/2278 (4.08%)
Evaluation on propertest data (3835 items):
at_At1g23010 mips_01_20_17_01 "unknown protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_01
mips_08_19
mips_11_05_01_03
mips_11_05_01_99
mips_11_07_03
mips_11_07_07
mips_11_07_99
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_34
mips_40_34_09
mips_67_04_01
mips_67_04_01_01
at_At1g31670 mips_01_02_01 "putative protein"
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_20_17_03
mips_01_20_50
mips_13_07
mips_48
mips_63_21
mips_63_21_99
at_At1g31690 mips_01_01 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_20
mips_01_20_17
mips_01_20_17_03
mips_01_20_50
mips_11
mips_11_01
mips_13
mips_13_07
mips_13_11
mips_40_02
mips_40_19
mips_48
mips_63_13
mips_63_13_99
mips_63_17
mips_63_17_09
mips_67
mips_67_15
at_At1g31700 mips_01_20_17_03 "putative protein"
at_At1g41830 mips_01_20_17_01 "pectinesterase, putative"
mips_01_20_99
mips_11_07_03
at_At1g55560 mips_01_20_17_01 ""
mips_11_07_03
mips_11_07_99
at_At2g23630 mips_01_20_17_01 "putative pectinesterase"
mips_11_07_03
mips_11_07_99
at_At2g40370 mips_01_20_17_01 "putative laccase (diphenol oxidase)"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At2g46570 mips_01_20_17_01 "diphenol oxidase like protein"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At3g09220 mips_01_20_17 "putative laccase"
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At3g56350 - mips_11_01_01 "manganese superoxide dismutase-like protein"
mips_11_07
mips_11_07_03
mips_11_07_07
mips_11_07_07_07
mips_63_17
mips_63_17_09
at_At4g12270 mips_01_02 "copper amine oxidase like protein (fragment1)"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_20_17
mips_01_20_17_03
mips_01_20_50
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_47
mips_47_03
mips_47_03_02
mips_63_17
mips_63_17_09
mips_63_21
mips_63_21_99
mips_67_15
at_At4g22010 mips_01_20_17 "pectinesterase like protein"
mips_01_20_17_01
mips_11_07_03
mips_11_07_99
at_At4g28090 mips_01_20_17 "pectinesterase like protein"
mips_01_20_17_01
mips_11_07_03
at_At5g09360 mips_01_20_17 "laccase-like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
at_At5g23310 - mips_11_01_01 "iron superoxide dismutase 3 (gb|AAC24834.1)"
mips_11_07_03
mips_11_07_07
mips_11_07_07_07
at_At5g51100 - mips_11_01 "unknown protein"
mips_11_01_01
mips_11_07
mips_11_07_03
mips_11_07_07
mips_11_07_07_07
mips_13_11
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_40_16
mips_63_17
mips_63_17_09
at_At5g60020 mips_01_20_17_01 "laccase - like protein"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g66920 mips_01_20_17 "pectinesterase like protein"
mips_01_20_17_01
mips_11_07
mips_11_07_03
mips_30_01
at_At5g01040 mips_01 "laccase -like protein"
mips_01_07
mips_01_07_04
mips_01_20
mips_01_20_17
mips_01_20_17_01
mips_01_20_99
mips_11
mips_11_07
mips_11_07_03
mips_11_07_99
mips_99
at_At5g01190 mips_01_20_17_01 "laccase - like protein"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g03260 mips_01_20_17 "laccase (diphenol oxidase)-like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
at_At5g21100 mips_01_07_04 "ascorbate oxidase-like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g48450 mips_01_20_17 "putative protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
Propertest Accuracy: 21/24 (87.50%)
Propertest Frequency class 'mips_01_20_17': 197/3835 (5.14%)
New (unknown) data (2278 items):
at_At5g11770 - mips_67_15 "NADH dehydrogenase (ubiquinone)"
at_At1g19690 - no entry null
------------------
Rule 4163
eval(_1,_2,0.0-9.0e-25),db_ref(_2,genew) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,homolog) = 1
-> class mips_01_20_17 "biosynthesis of secondary products derived from primary amino acids"
Evaluation on training data (4529 items):
at_At1g14130 mips_01_20_17_07 "dioxygenase-like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g17010 mips_01_20 "SRG1-like protein"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g30040 mips_01_20_17 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g03400 mips_01_01_99 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g44090 mips_01_20_17 "gibberelin 20-oxidase, putative"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g47990 mips_01_20_17_07 "dioxygenase, putative"
mips_20_20
mips_20_20_18
at_At1g52790 mips_01_01_99 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g60980 mips_01_01_99 "putative gibberellin 20-oxidase"
mips_01_20_13
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g62380 mips_01_01 "Unknown protein (F24O1.10)"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g06620 mips_01_01_99 "oxidoreductase, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g80330 mips_01_20_13 "putative gibberellin 3 beta-hydroxylase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g80340 mips_01_20 "gibberellin 3 beta-hydroxylase"
mips_01_20_13
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At2g25450 mips_01_01 "putative dioxygenase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At2g34550 mips_01_20_17_07 "putative gibberellin 2-oxidase"
mips_20_20
mips_20_20_18
at_At2g44800 mips_01_01_99 "putative flavonol synthase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g12900 mips_01_01_99 "hypothetical protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g46490 - mips_01_01_99 "putative protein"
mips_20_20
mips_20_20_18
at_At3g46500 mips_01_20_17_07 "putative protein"
at_At3g49620 mips_01_20_17_07 "2-oxoacid-dependent oxidase (din11)"
mips_01_20_35_01_05
at_At3g50210 mips_01_20_17_07 "flavonol synthase - like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_20_20
mips_20_20_18
at_At3g60290 mips_01_01_99 "SRG1 - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g12010 mips_01_20_17_07 "putative amino-cyclopropane-carboxylic acid oxidase (ACC oxidase)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g03050 mips_01_20_17_07 "2-oxoglutarate-dependent dioxygenase (AOP3)"
mips_20_20
mips_20_20_18
at_At4g03060 mips_01_20 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At4g10490 mips_01_20_17 "putative flavanone 3-beta-hydroxylase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g10500 mips_01_20_17_07 "putative Fe(II)/ascorbate oxidase"
mips_01_20_35_01
at_At4g16770 mips_01_01_99 "gibberellin oxidase-like protein"
mips_01_20_17
mips_01_20_17_07
mips_14
mips_14_01_05
mips_20_20
mips_20_20_18
at_At4g21200 mips_01_01_99 "gibberellin 20-oxidase - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g23340 mips_01_01_99 "putative protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g25310 mips_01_01_99 "SRG1-like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g20400 mips_01_20_17 "ethylene-forming-enzyme-like dioxygenase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g24530 mips_01_20_17 "flavanone 3-hydroxylase-like protein"
mips_01_20_17_07
at_At5g43450 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g54000 mips_01_20_17 "ethylene-forming-enzyme-like dioxygenase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g58660 mips_01 "putative protein"
mips_01_01
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
mips_98
at_At5g59540 mips_01 "1-aminocyclopropane-1-carboxylate oxidase - like protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
mips_98
at_At5g63580 mips_01 "flavonol synthase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10
mips_20_20
mips_20_20_18
mips_98
at_At5g63590 mips_01_01 "flavonol synthase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g63600 mips_01_20_17_07 "1-aminocyclopropane-1-carboxylic acid oxidase-like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g15540 mips_01_01_99 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
at_At5g07200 mips_01_01_99 "gibberellin 20-oxidase"
mips_01_20_13
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g07480 mips_01_20_17 "putative protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g08640 mips_01_20_17 "flavonol synthase (FLS) (sp|Q96330)"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Training Accuracy: 42/43 (97.67%)
Training Frequency class 'mips_01_20_17': 221/4529 (4.88%)
Evaluation on validation data (2278 items):
at_At1g02400 mips_01_01_99 "hypothetical protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g52810 mips_01_20 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g77330 mips_01_01_99 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g06640 mips_01_01 "putative Iron/Ascorbate oxidoreductase family protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g15550 mips_01_20_13 "putative protein"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g17020 mips_01_20_17 "SRG1-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g19590 mips_01_20_17_07 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g19010 mips_01_20_17_07 "oxidase like protein"
at_At4g21690 mips_01_20_13 "gibberellin 3 beta-hydroxylase - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g25300 mips_01_01_99 "SRG1-like protein"
mips_01_20_17_07
at_At5g03030 - mips_06_01 "DNAJ protein - like"
mips_08_99
mips_11_01_05
mips_40_07
at_At5g20550 mips_01_20_17_07 "ethylene-forming-enzyme-like dioxygenase - like"
at_At5g51310 mips_01_20_17_07 "gibberellin 20-oxidase-like protein"
mips_20_20
mips_20_20_18
at_At5g59530 mips_01_01 "1-aminocyclopropane-1-carboxylate oxidase - like protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
Validation Accuracy: 13/14 (92.86%)
Validation Frequency class 'mips_01_20_17': 93/2278 (4.08%)
Evaluation on propertest data (3835 items):
at_At1g28030 mips_01_20 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At1g03410 mips_01_01 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g35190 mips_01_20_17 "hyoscyamine 6-dioxygenase hydroxylase, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g04350 mips_01_01_99 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g49390 mips_01_20_17_07 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g04380 mips_01_01 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At1g50960 mips_01_01_99 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g52800 mips_01_01 "putative oxidoreductase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g52820 mips_01_20_17_07 "putative oxidoreductase"
at_At1g55290 mips_01_01_99 "leucoanthocyanidin dioxygenase 2, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g78440 mips_01_20_17_07 "putative dioxygenase"
mips_20_20
mips_20_20_18
at_At1g78550 mips_01_01_99 "Hypothetical protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g80320 mips_01_20_17 "oxidoreductase like protein"
mips_01_20_17_07
mips_10
at_At1g14120 mips_01_01_99 "dioxygenase like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g05010 mips_01_20 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g06650 mips_01 "oxidoreductase, putative"
mips_01_01
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_10
mips_10_05
mips_20
mips_20_20
mips_20_20_18
mips_98
at_At2g06960 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g38240 mips_01_20_17_07 "putative anthocyanidin synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g30830 mips_01_01_99 "putative dioxygenase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35_01
at_At2g30840 mips_01_01_99 "putative dioxygenase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g36690 mips_01_01_99 "putative giberellin beta-hydroxylase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g11180 mips_01_01_99 "putative leucoanthocyanidin dioxygenase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g13610 mips_01_01_99 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g19000 mips_01_20_17 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g21420 mips_01_20_17 "unknown protein"
mips_01_20_17_07
at_At3g46480 mips_01_20 "putative protein"
mips_01_20_17
mips_01_20_17_07
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At3g47190 mips_01_01_99 "1-aminocyclopropane-1-carboxylic acid oxidase - like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g51240 mips_01_20_17 "flavanone 3-hydroxylase (FH3)"
mips_01_20_17_07
at_At3g61400 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g49630 mips_01_20_17_07 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_20_20
mips_20_20_18
at_At3g55970 mips_01_20_17 "leucoanthocyanidin dioxygenase -like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g22870 mips_01_01_99 "anthocyanidin synthase - like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g25420 mips_01_01 "gibberellin 20-oxidase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g03070 mips_01_01_99 "putative oxidoreductase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g16330 mips_01_20_17_07 "naringenin 3-dioxygenase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g22880 mips_01_20_17_07 "putative leucoanthocyanidin dioxygenase (LDOX)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g43440 mips_01_01 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At5g51810 mips_01_20_17 "gibberellin 20-oxidase (emb|CAA58294.1)"
mips_01_20_17_07
at_At5g05600 mips_01_01_99 "leucoanthocyanidin dioxygenase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Propertest Accuracy: 39/39 (100.00%)
Propertest Frequency class 'mips_01_20_17': 197/3835 (5.14%)
New (unknown) data (2278 items):
at_At1g55010 - no entry null
at_At1g61070 - no entry null
at_At1g79760 - no entry null
at_At2g02100 - no entry null
at_At2g02120 - no entry null
at_At5g44420 - no entry null
at_At5g44430 - no entry null
at_At5g48020 - no entry null
at_At1g60880 - no entry null
at_At2g26010 - no entry null
at_At2g26020 - no entry null
at_At2g02130 - no entry null
at_At2g02140 - no entry null
at_At2g23240 - no entry null
at_At2g38500 - no entry null
at_At5g06310 - no entry null
at_At5g63660 - no entry null
------------------
Rule 3775
eval(_1,_2,4.0e-3-0.1),keyword(_2,electron_transport) = 0
eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,pir) = 1
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,38820.0-54204.0),sq_len(_2,349.0-485.0) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,type) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,rosidae),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,gammaproteobacteria),keyword(_2,signal) = 0
-> class mips_01_20_17 "biosynthesis of secondary products derived from primary amino acids"
Evaluation on training data (4529 items):
at_At1g26380 mips_01_05_01_01_01 "putative protein"
mips_01_20_17
mips_01_20_17_09
mips_02_16
at_At1g26400 mips_01_05_01_01_01 "hypothetical protein"
mips_01_20_17_09
mips_02_16
at_At1g26410 mips_01_20_17_09 "unknown protein"
mips_01_20_99
mips_20_20
mips_20_20_18
at_At1g26420 mips_02 "hypothetical protein"
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_02_16
mips_02_16_03
mips_40_16
mips_67_15
at_At1g30700 mips_01_20_17 "putative reticuline oxidase-like protein"
mips_01_20_17_09
mips_02_16
mips_40_19
mips_67_15
at_At1g30710 mips_01_20_17_09 "putative reticuline oxidase-like protein"
mips_01_20_99
mips_02_99
mips_20_20
mips_20_20_18
at_At1g30730 mips_01_20_17_09 "putative reticuline oxidase-like protein"
mips_40_19
at_At1g30770 mips_01_20_17_09 "putative reticuline oxidase-like protein, 5' partial"
at_At2g34790 mips_01 "putative berberine bridge enzyme"
mips_01_05
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_14
mips_14_04
mips_20
mips_20_20
mips_20_20_18
mips_25
mips_67
mips_67_15
mips_99
at_At3g63440 mips_01 "cytokinin oxidase -like protein"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_02_16
mips_02_16_03
mips_02_99
mips_11
mips_11_01
mips_20
mips_20_20
mips_20_20_18
mips_30
mips_30_04
mips_40
mips_40_03
mips_40_04
mips_40_16
at_At4g20800 mips_02 "putative protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_02_16
mips_40_04
mips_40_16
at_At4g20840 mips_01_20_17_09 "reticuline oxidase - like protein"
at_At4g20860 mips_01_05_01_01_01 "berberine bridge enzyme - like protein"
mips_01_20_17_09
mips_02_16
mips_02_99
at_At5g11540 mips_01_05_01_01_01 "putative protein"
mips_01_07_01
mips_01_20_17_09
mips_02_16
mips_02_99
mips_40_19
at_At5g44380 mips_01_06 "berberine bridge enzyme-like protein"
mips_01_20_17
mips_01_20_17_09
mips_02_16
mips_40_19
mips_67_15
at_At5g44410 mips_01_20_17_09 "berberine bridge enzyme-like protein"
Training Accuracy: 16/16 (100.00%)
Training Frequency class 'mips_01_20_17': 221/4529 (4.88%)
Evaluation on validation data (2278 items):
at_At1g01980 mips_01_20_17_09 "hypothetical protein"
mips_01_20_99
mips_02_16
mips_20_20
mips_20_20_18
at_At1g30760 mips_02 "putative reticuline oxidase-like protein, 3' partial"
mips_01_05
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_02_99
mips_30
mips_30_04
mips_40_03
mips_40_04
at_At1g33320 - mips_01 "cystathionine gamma-synthase, putative"
mips_01_01
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_04
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
mips_40_03
at_At3g63140 - mips_40_26 "mRNA binding protein precursor - like"
mips_40_26_03
at_At3g07480 - mips_01_06_01 "Unknown protein (F21O3.19)"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07_07
mips_01_07_99
mips_02_11_05
mips_02_99
mips_63_17_09
mips_67_15
at_At4g20820 mips_01_20_17_09 "reticuline oxidase - like protein"
mips_02_16
at_At4g29890 mips_01_20_17_03 "choline monooxygenase - like protein"
at_At5g06580 - mips_01_05_01_01_01 "unknown protein"
mips_02_16
mips_02_16_03
mips_02_99
mips_40_19
Validation Accuracy: 4/8 (50.00%)
Validation Frequency class 'mips_01_20_17': 93/2278 (4.08%)
Evaluation on propertest data (3835 items):
at_At1g26390 mips_01 "putative protein"
mips_01_05
mips_01_05_01
mips_01_06
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_30
mips_30_04
mips_40_16
mips_40_19
mips_67
mips_67_15
at_At1g30720 mips_01 "putative reticuline oxidase-like protein"
mips_01_05
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_20
mips_20_20
mips_20_20_18
mips_40_04
at_At1g30740 mips_01_20_17_09 "putative reticuline oxidase-like protein"
mips_02_16
mips_40_19
at_At1g32300 mips_02 "hypothetical protein"
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_02_99
mips_20
mips_20_20
mips_20_20_18
mips_40_04
mips_40_16
mips_40_19
mips_67_15
at_At1g11770 mips_01_20_17_09 "putative reticuline oxidase"
mips_01_20_99
mips_20_20
mips_20_20_18
at_At2g19500 mips_01_05_01_01_01 "cytokinin oxidase (CKX2)"
mips_01_07_01
mips_01_20_17_09
mips_01_20_99
mips_02_16
mips_02_99
mips_20_20
mips_20_20_18
at_At2g34810 mips_01_05_01 "putative berberine bridge enzyme"
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_20
mips_20_20
mips_20_20_18
mips_40_04
at_At2g41510 - mips_02 "putative cytokinin oxidase"
mips_01_05_01
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_99
mips_02_16
mips_20
mips_20_20
mips_20_20_18
mips_30_04
mips_40_04
mips_40_16
mips_40_19
mips_67_15
at_At2g46740 mips_01_07_01 "unknown protein"
mips_01_20_17_09
mips_01_20_99
mips_02_99
mips_20_20
mips_20_20_18
at_At4g20830 mips_01_20_17 "reticuline oxidase -like protein"
mips_01_20_17_09
at_At5g44360 mips_01_20_17_09 "berberine bridge enzyme"
mips_02_99
mips_40_19
at_At5g44390 mips_01_20_17_09 "berberine bridge enzyme-like protein"
at_At5g44400 mips_01_05_01_01_01 "berberine bridge enzyme"
mips_01_20_17_09
mips_02_16
mips_20_20
mips_20_20_18
at_At5g44440 mips_01_20 "berberine bridge enzyme-like protein"
mips_01_20_17
mips_01_20_17_09
mips_02_16
mips_02_99
mips_40_04
mips_40_16
at_At5g56970 - mips_01_20_99 "cytokinin oxidase"
mips_02_16
mips_02_99
mips_20_20
mips_20_20_18
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_01
Propertest Accuracy: 13/15 (86.67%)
Propertest Frequency class 'mips_01_20_17': 197/3835 (5.14%)
New (unknown) data (2278 items):
at_At1g69520 - no entry null
at_At5g08410 - no entry null
at_At1g34570 - no entry null
------------------
Rule 4161
eval(_1,_2,0.0-9.0e-25),db_ref(_2,genew) = 0
eval(_1,_2,4.0e-3-0.1),sq_len(_2,1005.0-6487.0),classification(_2,homo) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,homolog) = 1
-> class mips_01_01_99 "other amino acid metabolism activities"
Evaluation on training data (4529 items):
at_At1g14130 - mips_01_20_17_07 "dioxygenase-like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g17010 - mips_01_20 "SRG1-like protein"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g03400 mips_01_01_99 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g44090 - mips_01_20_17 "gibberelin 20-oxidase, putative"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g47990 - mips_01_20_17_07 "dioxygenase, putative"
mips_20_20
mips_20_20_18
at_At1g52790 mips_01_01_99 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g60980 mips_01_01_99 "putative gibberellin 20-oxidase"
mips_01_20_13
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g62380 mips_01_01 "Unknown protein (F24O1.10)"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g06620 mips_01_01_99 "oxidoreductase, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g80330 - mips_01_20_13 "putative gibberellin 3 beta-hydroxylase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g80340 - mips_01_20 "gibberellin 3 beta-hydroxylase"
mips_01_20_13
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At2g25450 mips_01_01 "putative dioxygenase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At2g34550 - mips_01_20_17_07 "putative gibberellin 2-oxidase"
mips_20_20
mips_20_20_18
at_At2g44800 mips_01_01_99 "putative flavonol synthase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g12900 mips_01_01_99 "hypothetical protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g46490 mips_01_01_99 "putative protein"
mips_20_20
mips_20_20_18
at_At3g46500 - mips_01_20_17_07 "putative protein"
at_At3g49620 - mips_01_20_17_07 "2-oxoacid-dependent oxidase (din11)"
mips_01_20_35_01_05
at_At3g50210 - mips_01_20_17_07 "flavonol synthase - like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_20_20
mips_20_20_18
at_At3g60290 mips_01_01_99 "SRG1 - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g12010 - mips_01_20_17_07 "putative amino-cyclopropane-carboxylic acid oxidase (ACC oxidase)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g10490 - mips_01_20_17 "putative flavanone 3-beta-hydroxylase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g10500 - mips_01_20_17_07 "putative Fe(II)/ascorbate oxidase"
mips_01_20_35_01
at_At4g16770 mips_01_01_99 "gibberellin oxidase-like protein"
mips_01_20_17
mips_01_20_17_07
mips_14
mips_14_01_05
mips_20_20
mips_20_20_18
at_At4g21200 mips_01_01_99 "gibberellin 20-oxidase - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g23340 mips_01_01_99 "putative protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g25310 mips_01_01_99 "SRG1-like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g20400 - mips_01_20_17 "ethylene-forming-enzyme-like dioxygenase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g24530 - mips_01_20_17 "flavanone 3-hydroxylase-like protein"
mips_01_20_17_07
at_At5g43450 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g54000 - mips_01_20_17 "ethylene-forming-enzyme-like dioxygenase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g58660 mips_01 "putative protein"
mips_01_01
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
mips_98
at_At5g59540 mips_01 "1-aminocyclopropane-1-carboxylate oxidase - like protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
mips_98
at_At5g63580 mips_01 "flavonol synthase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10
mips_20_20
mips_20_20_18
mips_98
at_At5g63590 mips_01_01 "flavonol synthase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g63600 - mips_01_20_17_07 "1-aminocyclopropane-1-carboxylic acid oxidase-like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g15540 mips_01_01_99 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
at_At5g07200 mips_01_01_99 "gibberellin 20-oxidase"
mips_01_20_13
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g07480 - mips_01_20_17 "putative protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g08640 - mips_01_20_17 "flavonol synthase (FLS) (sp|Q96330)"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Training Accuracy: 21/40 (52.50%)
Training Frequency class 'mips_01_01_99': 39/4529 (0.86%)
Evaluation on validation data (2278 items):
at_At1g02400 mips_01_01_99 "hypothetical protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g52810 - mips_01_20 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g77330 mips_01_01_99 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g06640 mips_01_01 "putative Iron/Ascorbate oxidoreductase family protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g15550 - mips_01_20_13 "putative protein"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g17020 - mips_01_20_17 "SRG1-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g19590 - mips_01_20_17_07 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g19010 - mips_01_20_17_07 "oxidase like protein"
at_At4g21690 - mips_01_20_13 "gibberellin 3 beta-hydroxylase - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g20550 - mips_01_20_17_07 "ethylene-forming-enzyme-like dioxygenase - like"
at_At5g51310 - mips_01_20_17_07 "gibberellin 20-oxidase-like protein"
mips_20_20
mips_20_20_18
at_At5g59530 mips_01_01 "1-aminocyclopropane-1-carboxylate oxidase - like protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
Validation Accuracy: 4/12 (33.33%)
Validation Frequency class 'mips_01_01_99': 15/2278 (0.66%)
Evaluation on propertest data (3835 items):
at_At1g28030 - mips_01_20 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At1g03410 mips_01_01 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g35190 - mips_01_20_17 "hyoscyamine 6-dioxygenase hydroxylase, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g04350 mips_01_01_99 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g49390 - mips_01_20_17_07 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g04380 mips_01_01 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At1g50960 mips_01_01_99 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g52800 mips_01_01 "putative oxidoreductase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g52820 - mips_01_20_17_07 "putative oxidoreductase"
at_At1g55290 mips_01_01_99 "leucoanthocyanidin dioxygenase 2, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g78440 - mips_01_20_17_07 "putative dioxygenase"
mips_20_20
mips_20_20_18
at_At1g78550 mips_01_01_99 "Hypothetical protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g80320 - mips_01_20_17 "oxidoreductase like protein"
mips_01_20_17_07
mips_10
at_At1g14120 mips_01_01_99 "dioxygenase like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g05010 - mips_01_20 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g06650 mips_01 "oxidoreductase, putative"
mips_01_01
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_10
mips_10_05
mips_20
mips_20_20
mips_20_20_18
mips_98
at_At2g06960 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g38240 - mips_01_20_17_07 "putative anthocyanidin synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g30830 mips_01_01_99 "putative dioxygenase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35_01
at_At2g30840 mips_01_01_99 "putative dioxygenase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g36690 mips_01_01_99 "putative giberellin beta-hydroxylase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g11180 mips_01_01_99 "putative leucoanthocyanidin dioxygenase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g13610 mips_01_01_99 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g19000 - mips_01_20_17 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g21420 - mips_01_20_17 "unknown protein"
mips_01_20_17_07
at_At3g46480 - mips_01_20 "putative protein"
mips_01_20_17
mips_01_20_17_07
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At3g47190 mips_01_01_99 "1-aminocyclopropane-1-carboxylic acid oxidase - like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g51240 - mips_01_20_17 "flavanone 3-hydroxylase (FH3)"
mips_01_20_17_07
at_At3g61400 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g49630 - mips_01_20_17_07 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_20_20
mips_20_20_18
at_At3g55970 - mips_01_20_17 "leucoanthocyanidin dioxygenase -like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g22870 mips_01_01_99 "anthocyanidin synthase - like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g25420 mips_01_01 "gibberellin 20-oxidase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g03070 mips_01_01_99 "putative oxidoreductase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g16330 - mips_01_20_17_07 "naringenin 3-dioxygenase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g22880 - mips_01_20_17_07 "putative leucoanthocyanidin dioxygenase (LDOX)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g43440 mips_01_01 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At5g51810 - mips_01_20_17 "gibberellin 20-oxidase (emb|CAA58294.1)"
mips_01_20_17_07
at_At5g05600 mips_01_01_99 "leucoanthocyanidin dioxygenase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Propertest Accuracy: 22/39 (56.41%)
Propertest Frequency class 'mips_01_01_99': 51/3835 (1.33%)
New (unknown) data (2278 items):
at_At1g55010 - no entry null
at_At1g61070 - no entry null
at_At1g79760 - no entry null
at_At2g02100 - no entry null
at_At5g44420 - no entry null
at_At5g44430 - no entry null
at_At5g48020 - no entry null
at_At2g26010 - no entry null
at_At2g02130 - no entry null
at_At2g38500 - no entry null
at_At5g06310 - no entry null
------------------
Rule 2752
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,proteobacteria),db_ref(_2,tigr) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,streptomyces),keyword(_2,phosphorylation) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,haemophilus_influenzae),keyword(_2,hypothetical_protein) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),desc(_2,precursor) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,euryarchaeota),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 0
-> class mips_02_13_03 "aerobic respiration"
Evaluation on training data (4529 items):
at_At1g15820 mips_02_11_05 "putative protein"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
at_At1g29910 mips_02 "chlorophyll a/b-binding protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At1g29930 mips_02_11 "putative protein"
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At1g61520 mips_02_11_05 "PSI type III chlorophyll a/b-binding protein"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At2g34420 mips_02 "photosystem II type I chlorophyll a/b binding protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At2g34430 mips_02_11 "putative photosystem II type I chlorophyll a/b binding protein."
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At3g08940 mips_02 "putative chlorophyll a/b-binding protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At3g27690 mips_02 "putative chlorophyll A-B binding protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40
mips_40_26
mips_40_26_03
mips_67
mips_67_15
at_At3g61470 mips_02 "Lhca2 protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67
mips_67_15
at_At4g10340 mips_02_11_05 "chlorophyll a/b-binding protein - like"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
at_At5g01530 mips_02 "chlorophyll a/b-binding protein CP29"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At5g17760 mips_02_11_05 "BCS1 - like protein"
mips_02_13
mips_02_13_03
mips_04_09
mips_30_07
mips_30_08
Training Accuracy: 12/12 (100.00%)
Training Frequency class 'mips_02_13_03': 51/4529 (1.13%)
Evaluation on validation data (2278 items):
at_At1g29920 mips_02_11 "chlorophyll a/b-binding protein"
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At1g07160 - mips_10_01_05 "hypothetical protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g47470 mips_02_11 "light-harvesting chlorophyll a/b-binding protein (Cab4)"
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At5g54270 mips_02_11 "Lhcb3 chlorophyll a/b binding protein (gb|AAD28773.1)"
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'mips_02_13_03': 19/2278 (0.83%)
Evaluation on propertest data (3835 items):
at_At1g63700 - mips_14_10 "putative protein kinase"
mips_14_10_02
at_At1g76570 mips_02_11_05 "putative chlorophyll A-B binding protein"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
at_At2g05070 mips_02_11_05 "putative chlorophyll a/b binding protein"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
at_At2g05100 mips_02_11_05 "putative chlorophyll a/b binding protein"
mips_02_13
mips_02_13_03
mips_40
mips_40_26
mips_40_26_03
mips_67
mips_67_15
at_At2g40100 mips_02 "putative chlorophyll a/b binding protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67
mips_67_15
at_At3g03940 - mips_01_05_04 "putative casein kinase"
mips_14_10
mips_14_10_02
at_At3g04810 - mips_04_09 "kinase like protein"
mips_14_04_03
mips_14_04_03_01
mips_30_04_05
mips_40_04_03
at_At3g24530 - mips_02_11_05 "unknown protein"
mips_06_13_01
mips_08_07
at_At4g05340 - mips_06_13_01 "putative protein"
mips_06_13_01_01
mips_08_07
mips_40_07
at_At5g28450 mips_02_11_05 "PS I antenna protein Lhca2 fragment"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
Propertest Accuracy: 5/10 (50.00%)
Propertest Frequency class 'mips_02_13_03': 39/3835 (1.02%)
New (unknown) data (2278 items):
at_At1g67820 - no entry null
at_At2g42210 - mips_30_16 "unknown protein"
at_At3g62880 - no entry null
at_At4g16160 - mips_08_02 "pore protein homolog"
mips_67_10
at_At5g55510 - mips_30_16 "putative protein"
at_At1g72750 - mips_30_16 "inner mitochondrial membrane protein"
at_At5g11690 - mips_30_16 "membrane translocase - like protein"
at_At5g63000 - no entry null
at_At2g28900 - mips_30_16 "putative membrane channel protein"
at_At3g04800 - mips_30_16 "putative inner mitochondrial membrane protein"
at_At3g10110 - mips_08_04 "hypothetical protein"
mips_30_16
at_At4g26670 - mips_30_16 "unknown protein"
at_At5g24650 - no entry null
------------------
Rule 4281
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,oxidoreductase),db_ref(_2,pir) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,multigene_family) = 0
-> class mips_04_05_99 "other mRNA-transcription activities"
Evaluation on training data (4529 items):
at_At1g13800 mips_04_05_99 "hypothetical protein"
at_At1g18900 mips_04_05_99 "hypothetical protein"
at_At1g22820 mips_04_05_99 "hypothetical protein, 3' partial"
at_At1g52640 mips_04_05_99 ""
at_At1g61870 mips_04_05_99 "unknown protein"
at_At1g62860 mips_04 "hypothetical protein"
mips_04_05_99
at_At1g63230 mips_04_05_99 "hypothetical protein"
at_At1g68980 mips_04_05_99 "unknown protein"
at_At1g71060 mips_04_05_99 "hypothetical protein"
at_At1g74580 mips_04_05_99 "hypothetical protein"
at_At1g74750 mips_04_05_99 ""
at_At1g79080 mips_04_05_99 "hypothetical protein"
at_At1g79540 mips_04_05_99 "hypothetical protein"
at_At2g15630 mips_04_05_99 "putative salt-inducible protein"
at_At3g46610 mips_04_05_99 "hypothetical protein"
at_At4g19900 mips_04_05_99 "putative protein"
at_At1g02060 mips_04_05_99 "unknown protein"
at_At2g01390 mips_04_05_99 "hypothetical protein"
at_At2g01740 mips_04_05_99 "hypothetical protein"
at_At2g16880 mips_04_05_99 "putative salt-inducible protein"
at_At1g08610 mips_04_05_99 "hypothetical protein"
at_At2g30100 mips_04_05_99 "putative unknown protein, leucine-rich repeat"
at_At1g10910 mips_04_05_99 "membrane-associated salt-inducible protein isolog"
at_At3g13160 mips_04_05_99 "unknown protein"
at_At3g15200 mips_04_05_99 "hypothetical protein"
at_At1g11630 mips_04_05 "putative membrane-associated salt-inducible protein"
mips_04_05_99
at_At3g42630 mips_04_05_99 "unknown protein"
at_At3g49240 mips_04_05_99 "putative protein"
at_At3g53170 mips_04_05_99 "nodulin / glutamate-ammonia ligase - like protein"
at_At3g53700 mips_04_05_99 "putative protein"
at_At1g11900 mips_04_05_99 "hypothetical protein"
at_At4g01570 mips_04_05_99 "hypothetical protein"
at_At4g17620 mips_02_30 "hypothetical protein"
mips_04_05_99
mips_08_99
at_At4g19440 mips_04_05_99 "putative protein"
at_At4g21880 mips_04 "putative protein"
mips_04_05
mips_04_05_99
at_At1g12620 mips_04_05_99 "putative protein"
at_At4g38150 mips_04_05_99 "putative protein"
at_At5g11310 mips_04_05_99 "putative protein"
at_At5g14080 mips_04_05_99 "putative protein"
at_At5g14350 mips_04_05_99 "putative protein"
at_At1g13040 mips_04_05_99 "hypothetical protein"
at_At5g36300 mips_04_05_99 "putative protein"
at_At5g46580 mips_04_05_99 "putative protein"
at_At5g46680 mips_04 "putative protein"
mips_04_05
mips_04_05_99
mips_06
mips_06_01
mips_99
at_At5g65560 mips_04_05_99 "putative protein"
at_At1g74850 mips_04 "hypothetical protein"
mips_04_05
mips_04_05_99
mips_99
at_At5g02860 mips_04_05_99 "putative protein"
at_At5g03560 - mips_06_01 "unknown protein"
mips_11_01_05
at_At5g41170 mips_04_05_99 "salt-inducible protein-like"
Training Accuracy: 48/49 (97.96%)
Training Frequency class 'mips_04_05_99': 83/4529 (1.83%)
Evaluation on validation data (2278 items):
at_At1g69290 mips_04_05_99 "putative protein"
at_At1g80150 mips_04_05_99 ""
at_At2g06000 mips_04_05 "hypothetical protein"
mips_04_05_99
at_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_At1g31840 mips_04_05_99 "hypothetical protein"
at_At2g01860 mips_04_05_99 "hypothetical protein"
at_At3g62470 mips_04_05_99 "putative protein"
at_At3g62540 mips_04_05_99 "putative protein"
at_At3g06920 mips_04_05_99 "hypothetical protein"
at_At3g13150 mips_04_05_99 "hypothetical protein"
at_At3g18020 mips_04_05_99 "hypothetical protein"
at_At3g18970 - mips_30_26 "hypothetical protein"
mips_30_26_03
at_At3g25210 mips_04_05 "hypothetical protein"
mips_04_05_99
at_At4g11690 mips_04_05_99 "putative protein"
at_At4g20740 mips_04 "putative protein"
mips_04_05
mips_04_05_99
mips_99
at_At5g24830 mips_04_05_99 "putative protein"
at_At5g43820 mips_02_30 "putative protein"
mips_04_05_99
mips_08_99
at_At5g67570 mips_04_05_99 "putative protein"
Validation Accuracy: 16/18 (88.89%)
Validation Frequency class 'mips_04_05_99': 40/2278 (1.76%)
Evaluation on propertest data (3835 items):
at_At1g03100 mips_02_30 "hypothetical protein"
mips_04_05_99
mips_08_99
at_At1g30290 mips_04_05_99 "hypothetical protein"
at_At1g63130 mips_04_05_99 "unknown protein"
at_At1g63320 mips_04_05_99 "hypothetical protein"
at_At1g63630 mips_04_05_99 "hypothetical protein"
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_At1g06270 mips_04_05_99 "unknown protein"
at_At1g77360 mips_04_05_99 ""
at_At1g79490 mips_04_05_99 "hypothetical protein"
at_At1g80270 mips_02_30 "Unknown protein (At1g80270; F5I6.2)"
mips_04_05_99
mips_08_99
at_At1g09900 mips_04_05_99 "hypothetical protein"
at_At1g11710 mips_04_05_99 "putative salt-inducible protein"
at_At1g13630 mips_04 "hypothetical protein"
mips_04_05_99
at_At1g14090 mips_04_05_99 "unknown protein"
at_At1g15480 mips_02_30 "hypothetical protein"
mips_04_05_99
at_At1g03560 mips_04_05_99 "hypothetical protein"
at_At1g05600 mips_04 "hypothetical protein"
mips_04_05
mips_04_05_99
mips_99
at_At2g19280 mips_04_05_99 "putative salt-inducible protein"
at_At2g32630 mips_04_05_99 "putative salt-inducible protein"
at_At2g37230 mips_04_05_99 "unknown protein"
at_At2g38420 mips_04_05_99 "hypothetical protein"
at_At3g04760 mips_04_05_99 "putative protein"
at_At3g06430 mips_04_05_99 "unknown protein"
at_At3g09060 mips_04 "hypothetical protein"
mips_04_05
mips_04_05_99
mips_99
at_At3g11380 mips_04_05_99 "hypothetical protein"
at_At3g16010 mips_04_05_99 "hypothetical protein"
at_At3g60960 mips_04_05_99 "putative protein"
at_At3g02490 mips_04_05_99 "unknown protein"
at_At3g09650 mips_04 "hypothetical protein"
mips_04_05_99
at_At3g16890 mips_04_05_99 "hypothetical protein"
at_At3g48810 mips_04_05_99 "putative protein"
at_At5g04810 mips_04_05_99 "membrane-associated salt-inducible protein-like"
at_At4g04790 mips_04_05 "hypothetical protein"
mips_04_05_99
at_At5g09320 - mips_08_07_22 "putative protein"
mips_08_13
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
at_At5g12100 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_At5g50280 mips_04_05_99 "putative protein"
at_At5g61370 mips_04_05_99 "unknown protein"
at_At5g64320 mips_04_05_99 "putative protein"
at_At5g01110 mips_04 "putative protein"
mips_04_05_99
mips_99
at_At5g13770 mips_04_05_99 "putative protein"
at_At5g48730 mips_04_05_99 "putative protein"
at_At5g61990 mips_04_05_99 "unknown protein"
Propertest Accuracy: 43/45 (95.56%)
Propertest Frequency class 'mips_04_05_99': 75/3835 (1.96%)
New (unknown) data (2278 items):
at_At1g02420 - no entry null
at_At1g20300 - no entry null
at_At1g28690 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g29710 - mips_99 ""
at_At1g30790 - no entry null
at_At1g51970 - no entry null
at_At1g52620 - no entry null
at_At1g53330 - no entry null
at_At1g55630 - no entry null
at_At1g63330 - no entry null
at_At1g67760 - no entry null
at_At1g06100 - no entry null
at_At1g70390 - no entry null
at_At1g06710 - mips_02_30 "hypothetical protein"
mips_08_99
at_At2g40240 - no entry null
at_At3g16710 - no entry null
at_At3g61360 - no entry null
at_At4g26680 - no entry null
at_At1g07740 - no entry null
at_At2g16290 - no entry null
at_At2g17140 - no entry null
at_At2g17670 - no entry null
at_At2g18520 - no entry null
at_At2g25580 - no entry null
at_At2g34370 - no entry null
at_At2g35130 - no entry null
at_At2g36730 - mips_02_30 "hypothetical protein"
mips_08_99
at_At3g15590 - no entry null
at_At3g17370 - no entry null
at_At3g17490 - no entry null
at_At3g17560 - no entry null
at_At3g27750 - mips_06_01 "unknown protein"
at_At3g28660 - no entry null
at_At3g48250 - no entry null
at_At3g59040 - no entry null
at_At3g60050 - no entry null
at_At3g62890 - no entry null
at_At4g01030 - no entry null
at_At4g16390 - no entry null
at_At4g16840 - no entry null
at_At4g19220 - mips_02 "putative protein"
mips_02_30
mips_08
mips_08_99
mips_99
at_At4g31850 - no entry null
at_At4g34830 - no entry null
at_At4g36680 - no entry null
at_At5g13270 - no entry null
at_At5g15010 - no entry null
at_At5g18480 - no entry null
at_At5g18950 - no entry null
at_At5g27460 - no entry null
at_At5g28340 - no entry null
at_At5g28370 - no entry null
at_At5g28420 - no entry null
at_At5g36200 - no entry null
at_At5g39350 - mips_02 "putative protein"
mips_02_30
mips_08
mips_08_99
at_At5g48910 - no entry null
at_At5g55740 - mips_02_30 "selenium-binding protein-like"
mips_08_99
at_At5g60960 - no entry null
at_At5g06400 - no entry null
at_At5g47360 - no entry null
at_At1g26460 - no entry null
at_At1g01970 - mips_06_01 "hypothetical protein"
at_At1g43010 - no entry null
at_At1g62720 - no entry null
at_At1g14480 - no entry null
at_At1g76280 - mips_02_30 "hypothetical protein"
at_At2g15990 - no entry null
at_At2g32230 - mips_06_01 "hypothetical protein"
at_At2g33760 - no entry null
at_At3g58590 - no entry null
at_At3g14580 - no entry null
at_At3g16880 - no entry null
at_At3g26630 - mips_02_30 "unknown protein"
mips_08_99
at_At3g29290 - mips_06_01 "hypothetical protein"
at_At3g22670 - no entry null
at_At4g02820 - no entry null
at_At5g10690 - mips_06_01 "unknown protein"
at_At5g14820 - no entry null
at_At5g15280 - no entry null
at_At5g18390 - no entry null
at_At5g27270 - mips_05_07 "putative protein"
at_At5g38730 - mips_02_30 "putative protein"
mips_08_99
at_At5g42450 - no entry null
at_At1g19520 - no entry null
at_At1g26100 - mips_67_15 "cytochrome b-561, putative"
at_At1g28000 - no entry null
at_At1g55890 - no entry null
at_At1g60770 - no entry null
at_At1g64310 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g73400 - no entry null
at_At1g74900 - no entry null
at_At1g06580 - no entry null
at_At1g77340 - mips_06_01 ""
at_At1g80550 - no entry null
at_At1g80880 - mips_06_01 "hypothetical protein"
at_At2g15820 - mips_02_30 "unknown protein"
mips_08_99
at_At2g20710 - no entry null
at_At2g36240 - no entry null
at_At2g01380 - no entry null
at_At3g02650 - no entry null
at_At3g04130 - no entry null
at_At3g15130 - no entry null
at_At3g21470 - no entry null
at_At3g56550 - no entry null
at_At3g61340 - no entry null
at_At3g61520 - no entry null
at_At3g62530 - mips_40_26 "putative protein"
at_At4g14190 - mips_06_01 "salt-inducible protein homolog"
at_At4g18970 - no entry null
at_At4g26800 - no entry null
at_At4g30820 - no entry null
at_At4g35850 - no entry null
at_At4g39620 - no entry null
at_At4g02750 - no entry null
at_At5g16420 - no entry null
------------------
Rule 1894
eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,15.0-349.0),classification(_2,leishmania) = 1
eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,tigrfams),desc(_2,in) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),keyword(_2,mitochondrion) = 0
-> class mips_04_05_99 "other mRNA-transcription activities"
Evaluation on training data (4529 items):
at_At1g19280 mips_04_05_99 "hypothetical protein, 3' partial"
at_At1g22960 mips_04_05_99 "putative salt-inducible protein"
at_At1g26500 mips_04_05_99 "hypothetical protein"
at_At1g62590 mips_04_05_99 "putative membrane-associated salt-inducible protein (AL021637); similar to EST gb|AA728420"
at_At1g62670 mips_04_05_99 "PPR-repeat protein"
at_At1g62680 mips_04_05_99 "PPR-repeat protein"
at_At1g63080 mips_04_05_99 "unknown protein"
at_At1g63150 mips_04_05_99 "unknown protein"
at_At3g46870 mips_04_05_99 "putative protein"
at_At3g60980 mips_04_05_99 "putative protein"
at_At2g26790 mips_04 "putative salt-inducible protein"
mips_04_05
mips_04_05_99
mips_99
at_At2g30780 mips_04_05_99 "hypothetical protein"
at_At2g48000 mips_04_05_99 "hypothetical protein"
at_At3g07290 mips_04_05_99 "hypothetical protein"
at_At3g22470 mips_04_05_99 "hypothetical protein"
at_At1g12300 mips_04_05_99 "hypothetical protein"
at_At4g17620 mips_02_30 "hypothetical protein"
mips_04_05_99
mips_08_99
at_At4g20090 mips_04_05_99 "membrane-associated salt-inducible-like protein"
at_At4g28010 mips_04_05_99 "putative protein"
Training Accuracy: 19/19 (100.00%)
Training Frequency class 'mips_04_05_99': 83/4529 (1.83%)
Evaluation on validation data (2278 items):
at_At1g57770 - mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_01
mips_01_07
mips_01_07_01
mips_02_11
mips_63_21
mips_63_21_07
mips_67_15
at_At1g12700 mips_04_05_99 "hypothetical protein"
at_At1g14470 mips_04_05_99 "hypothetical protein"
at_At2g18940 mips_04_05_99 "putative salt-inducible protein"
at_At3g54980 mips_02_30 "putative protein"
mips_04_05_99
at_At3g56030 mips_04_05_99 "putative protein"
at_At3g14130 - mips_01_06_04 "glycolate oxidase, putative"
mips_02_13
mips_40_19
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
at_At3g45880 - mips_01_06_04 "phospholipase - like protein"
at_At3g23020 mips_04_05_99 "hypothetical protein"
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: 10/13 (76.92%)
Validation Frequency class 'mips_04_05_99': 40/2278 (1.76%)
Evaluation on propertest data (3835 items):
at_At1g28020 mips_04_05_99 "hypothetical protein"
at_At1g63400 mips_04_05_99 "PPR-repeat protein"
at_At1g77400 mips_04_05_99 ""
at_At1g62930 mips_04_05_99 "unknown protein"
at_At2g02150 mips_04_05_99 "hypothetical protein"
at_At2g27800 mips_04_05_99 "hypothetical protein"
at_At2g41720 mips_04_05_99 "putative salt-inducible protein"
at_At3g04260 mips_04_05_99 "hypothetical protein"
at_At3g13070 - mips_11_05_05 "hemolysin-like protein"
mips_11_05_05_01
mips_11_07_05
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_30
mips_67
mips_67_04_01
mips_67_04_01_01
at_At4g01990 mips_04_05_99 "unknown protein"
at_At5g15980 mips_04 "putative protein"
mips_04_05
mips_04_05_99
mips_99
at_At5g25630 mips_04_05_99 "putative protein"
at_At5g39980 mips_04_05_99 "putative protein"
Propertest Accuracy: 12/13 (92.31%)
Propertest Frequency class 'mips_04_05_99': 75/3835 (1.96%)
New (unknown) data (2278 items):
at_At1g02150 - no entry null
at_At1g02370 - no entry null
at_At1g31430 - no entry null
at_At1g31920 - no entry null
at_At1g47580 - no entry null
at_At1g48900 - mips_06_01 "unknown protein (At1g48900)"
mips_06_04
mips_08_02
at_At1g04840 - no entry null
at_At1g59720 - no entry null
at_At1g63070 - no entry null
at_At1g06150 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g71420 - no entry null
at_At1g74600 - mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At1g74630 - no entry null
at_At1g77170 - no entry null
at_At2g42920 - no entry null
at_At3g16610 - no entry null
at_At3g46790 - no entry null
at_At3g61170 - no entry null
at_At2g13600 - no entry null
at_At1g08070 - no entry null
at_At2g20540 - mips_99 "unknown protein"
at_At2g21090 - no entry null
at_At2g22070 - no entry null
at_At1g09190 - mips_02_30 "hypothetical protein"
at_At2g25740 - no entry null
at_At1g09410 - no entry null
at_At2g29760 - no entry null
at_At2g35030 - no entry null
at_At1g10330 - no entry null
at_At2g41080 - no entry null
at_At2g44880 - no entry null
at_At3g08820 - no entry null
at_At3g09040 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g11290 - no entry null
at_At3g11350 - no entry null
at_At3g12770 - no entry null
at_At3g14330 - no entry null
at_At3g22150 - mips_02_30 "hypothetical protein"
mips_08_99
at_At3g26540 - mips_02_30 "hypothetical protein"
mips_08_99
at_At3g28640 - no entry null
at_At3g29230 - mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At3g47530 - no entry null
at_At3g47840 - mips_02 "putative protein"
mips_02_30
mips_08
mips_08_99
mips_99
at_At3g49170 - no entry null
at_At3g50420 - mips_02_30 "putative protein"
mips_08_99
at_At3g51320 - no entry null
at_At3g60040 - no entry null
at_At3g63370 - no entry null
at_At4g13650 - no entry null
at_At4g14050 - no entry null
at_At4g14820 - no entry null
at_At4g15720 - no entry null
at_At4g17910 - no entry null
at_At4g18520 - mips_06 "putative protein"
mips_06_01
mips_99
at_At4g21070 - no entry null
at_At4g25270 - mips_02_30 "putative protein"
mips_06_01
mips_08_99
at_At4g33170 - no entry null
at_At5g15300 - mips_06_01 "putative protein"
at_At5g27110 - no entry null
at_At5g39680 - no entry null
at_At5g43790 - no entry null
at_At5g46100 - no entry null
at_At5g50990 - no entry null
at_At5g52850 - no entry null
at_At5g56310 - no entry null
at_At5g57250 - no entry null
at_At5g61800 - no entry null
at_At5g66520 - no entry null
at_At5g03800 - no entry null
at_At1g19720 - no entry null
at_At5g08510 - no entry null
at_At5g15340 - no entry null
at_At5g16860 - no entry null
at_At4g04370 - mips_02_30 "hypothetical protein"
mips_08_99
at_At1g22830 - no entry null
at_At1g30610 - mips_06_01 "hypothetical protein"
at_At1g68930 - no entry null
at_At1g71210 - no entry null
at_At1g71460 - mips_02_30 "unknown protein"
mips_08_99
at_At1g71490 - mips_02_30 "unknown protein"
mips_08_99
at_At1g73710 - no entry null
at_At1g07590 - no entry null
at_At1g09820 - no entry null
at_At1g13410 - no entry null
at_At1g53600 - no entry null
at_At1g77010 - no entry null
at_At2g20720 - no entry null
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_At3g49710 - no entry null
at_At3g53360 - mips_02 "putative protein"
mips_02_30
mips_08
mips_08_99
mips_99
at_At3g13880 - mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At3g14730 - no entry null
at_At3g15930 - no entry null
at_At3g18840 - no entry null
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_At3g23330 - no entry null
at_At4g08210 - mips_02_30 "putative protein"
mips_08_99
at_At4g21190 - no entry null
at_At4g21300 - mips_02_30 "putative protein"
mips_08_99
at_At4g22760 - no entry null
at_At4g32450 - no entry null
at_At4g33990 - no entry null
at_At4g37170 - no entry null
at_At5g02830 - mips_06 "putative protein"
mips_06_01
at_At5g06540 - no entry null
at_At5g09450 - no entry null
at_At5g16640 - no entry null
at_At5g46460 - no entry null
at_At5g62370 - 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_At1g34160 - no entry null
at_At1g56690 - no entry null
at_At1g62350 - no entry null
at_At1g62910 - no entry null
at_At1g64100 - no entry null
at_At1g64580 - no entry null
at_At1g74400 - no entry null
at_At1g09220 - no entry null
at_At1g09680 - no entry null
at_At1g15510 - no entry null
at_At1g16480 - no entry null
at_At1g03540 - no entry null
at_At1g33350 - mips_02_30 "unknown protein"
mips_08_99
at_At1g50270 - mips_02_30 "hypothetical protein"
at_At2g02750 - mips_02 "hypothetical protein"
mips_02_30
mips_08_99
at_At2g03380 - mips_02_30 "unknown protein"
mips_08_99
at_At2g03880 - no entry null
at_At2g04860 - mips_02_30 "hypothetical protein"
at_At2g22410 - no entry null
at_At2g33680 - mips_02_30 "hypothetical protein"
at_At2g36980 - no entry null
at_At2g37310 - mips_02 "hypothetical protein"
mips_02_30
mips_08
mips_08_99
at_At2g37320 - mips_02_30 "hypothetical protein"
at_At2g39230 - no entry null
at_At2g46050 - mips_02_30 "hypothetical protein"
mips_06_01
mips_08_99
at_At3g03580 - no entry null
at_At3g04750 - no entry null
at_At3g05240 - mips_02_30 "hypothetical protein"
mips_06
mips_06_01
mips_08_99
at_At3g05340 - no entry null
at_At3g11460 - no entry null
at_At3g13770 - no entry null
at_At3g22690 - no entry null
at_At3g26780 - no entry null
at_At3g49740 - no entry null
at_At3g01580 - no entry null
at_At3g02010 - no entry null
at_At3g02330 - no entry null
at_At3g24000 - no entry null
at_At3g49140 - no entry null
at_At4g14170 - no entry null
at_At4g18750 - no entry null
at_At4g18840 - mips_06_01 "putative protein"
at_At4g20770 - mips_02_30 "putative protein"
mips_08_99
at_At4g21170 - no entry null
at_At4g31070 - mips_06_01 "putative protein"
at_At4g37380 - no entry null
at_At4g39530 - mips_02_30 "putative protein"
mips_08_99
at_At5g04780 - no entry null
at_At4g01400 - no entry null
at_At4g30700 - no entry null
at_At5g08310 - no entry null
at_At5g08490 - mips_02_30 "selenium-binding protein-like"
mips_08_99
at_At5g09950 - no entry null
at_At5g13230 - no entry null
at_At5g14770 - no entry null
at_At5g27300 - no entry null
at_At5g28380 - no entry null
at_At5g37570 - mips_06_01 "putative protein"
at_At5g44230 - no entry null
at_At5g52630 - no entry null
at_At5g59200 - no entry null
at_At5g59600 - mips_02_30 "putative protein"
mips_08_99
------------------
Rule 3759
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,urochordata) = 0
eval(_1,_2,4.0e-3-0.1),keyword(_2,alternative_splicing),desc(_2,hypothetical) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,bos),species(_2,bos_taurus__bovine_) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,hordeum),db_ref(_2,prints) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
-> class mips_06_13_04 "lysosomal and vacuolar degradation"
Evaluation on training data (4529 items):
at_At1g66180 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g69100 mips_06_13 "hypothetical protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g79720 mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
mips_40_27
at_At2g42980 - mips_06_13_99 "hypothetical protein"
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_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_At1g09750 - mips_06_13_99 "unknown protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g09850 mips_06_13_04 "papain-like cysteine peptidase XBCP3"
mips_06_13_99
at_At3g50050 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g52500 mips_06 "Unknown protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At1g11910 - mips_06_13_99 "putative aspartic proteinase"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g01610 mips_06_07 "putative cysteine protease"
mips_06_07_11
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_30_25
mips_40_25
mips_43
mips_43_03
mips_62
mips_62_01_05
at_At4g22050 mips_06_13_04 "aspartic proteinase like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g10080 mips_06_07 "predicted GPI-anchored protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g37540 - mips_01_25 "unknown protein"
mips_01_25_03
mips_20_03
mips_40_27
mips_47_03_11
mips_47_03_11_03
mips_47_03_15
mips_47_03_15_09
at_At5g45120 mips_06_13_04 "chloroplast nucleoid DNA-binding protein-like"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g01300 - mips_06_13_99 "chloroplast nucleoid DNA binding protein, putative"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g77480 - mips_04 "nucellin-like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At4g04460 - mips_06 "putative aspartic protease"
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
Training Accuracy: 10/18 (55.56%)
Training Frequency class 'mips_06_13_04': 29/4529 (0.64%)
Evaluation on validation data (2278 items):
at_At1g49050 - mips_04_05 "unknown protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_20
mips_20_03
mips_40_26
mips_40_26_03
at_At1g62290 - mips_06_13_99 "putative aspartic protease (At1g62290)"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At1g05840 - mips_06_13_99 "unknown protein"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g20850 - mips_02_99 "putative cysteine proteinase"
mips_06_13_99
mips_08_13
mips_40_25
at_At3g51340 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At3g45310 mips_06_07_11 "cysteine protease-like protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_08_13
mips_40_25
at_At5g07030 - mips_06_13_99 "nucleoid DNA-binding-like protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g17140 mips_06_07_11 "putative protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_30_25
mips_40_25
mips_43
mips_43_03
mips_62_01
mips_62_01_05
at_At5g33350 - mips_06_13_99 "putative protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g01930 - mips_01 "(1-4)-beta-mannan endohydrolase-like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
Validation Accuracy: 3/10 (30.00%)
Validation Frequency class 'mips_06_13_04': 21/2278 (0.92%)
Evaluation on propertest data (3835 items):
at_At1g03220 mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g02310 - mips_01_05_01_01 "(1-4)-beta-mannan endohydrolase precursor, putative"
at_At2g03200 - mips_04 "putative chloroplast nucleoid DNA binding protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_98
mips_99
at_At3g20015 mips_06_13_04 "putative nucleoid chloroplast DNA-binding protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
at_At3g25700 mips_06_13_04 "hypothetical protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g12920 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g35350 - mips_06_13 "cysteine proteinase - like protein"
mips_06_13_99
mips_20
mips_20_25
mips_20_25_16
mips_40_25
at_At4g36880 - mips_06_13_99 "cysteine proteinase"
mips_08_13
mips_40_25
at_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_At5g43100 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At5g60360 mips_06_07_11 "AALP protein"
mips_06_10
mips_06_13_04
mips_06_13_04_01
mips_08_13
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
Propertest Accuracy: 7/11 (63.64%)
Propertest Frequency class 'mips_06_13_04': 41/3835 (1.07%)
New (unknown) data (2278 items):
at_At1g31450 - mips_06_13 "hypothetical protein"
at_At2g17760 - mips_06_13 "putative chloroplast nucleoid DNA-binding protein"
mips_20_03
at_At3g10890 - no entry null
at_At3g51330 - mips_06_13 "predicted GPI-anchored protein"
mips_20
mips_20_03
mips_40_25
at_At5g19110 - mips_20_03 "dermal glycoprotein - like"
mips_40_25
at_At3g51350 - no entry null
at_At3g51360 - mips_06_13 "putative protein"
at_At3g10900 - no entry null
at_At4g35880 - no entry null
at_At4g28320 - no entry null
------------------
Rule 1822
eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,nad) = 0
eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,repeat),desc(_2,serine) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,anura) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,vibrionales),db_ref(_2,hssp) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),keyword(_2,mitochondrion) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),species(_2,haemophilus_influenzae) = 1
-> class mips_11_01_05 "heat shock response"
Evaluation on training data (4529 items):
at_At1g24120 mips_11_01_05 "DNAJ-like heatshock protein (At1g24120)"
mips_13
mips_13_11
mips_63_01
at_At1g71000 mips_11_01_05 ""
mips_13_11
at_At1g77930 mips_03_03_01 "dnaJ like protein"
mips_11_01_05
mips_13
mips_13_11
mips_63_01
at_At1g79030 mips_11_01_05 "hypothetical protein"
mips_37
mips_37_03
mips_37_03_03
mips_37_03_03_02
at_At1g79920 mips_01_03_16 "putative heat-shock protein (At1g79920)"
mips_01_03_16_01
mips_04_05_05_11
mips_11_01_05
mips_20_25_16
at_At1g80920 mips_06_01 "putative J8 protein"
mips_11_01_05
at_At3g08910 mips_11_01_05 "putative heat shock protein"
at_At3g08970 mips_06_01 "putative DnaJ protein"
mips_11_01_05
mips_37
mips_37_03
mips_37_03_03
mips_37_03_03_02
at_At3g14200 mips_06_01 "hypothetical protein"
mips_11_01_05
at_At3g62190 mips_06 "putative protein"
mips_06_01
mips_11_01_05
mips_13
mips_13_11
mips_62_02_01
mips_62_02_01_02
mips_63_01
at_At4g39150 mips_11_01_05 "dnaJ-like protein"
at_At5g28540 mips_01_03_16 "luminal binding protein"
mips_01_03_16_01
mips_11_01_05
mips_43
mips_43_03
mips_43_03_02
mips_47_03_15
mips_47_03_15_07
at_At5g37760 mips_06_01 "putative protein (fragment)"
mips_08_99
mips_11_01_05
mips_29_99
mips_40_07
mips_67_99
at_At5g50620 - mips_03_03 "unknown protein"
mips_03_03_01
mips_05
mips_06_01
mips_11_01
at_At5g62780 mips_06_01 "putative protein"
mips_11_01_05
mips_30_07
mips_40_07
at_At5g16650 mips_06_01 "unknown protein"
mips_06_04
mips_08_10
mips_11_01_05
mips_13_11
mips_30_19
Training Accuracy: 15/16 (93.75%)
Training Frequency class 'mips_11_01_05': 56/4529 (1.24%)
Evaluation on validation data (2278 items):
at_At1g76700 - mips_06_01 "putative DnaJ protein"
mips_37
mips_37_03
mips_37_03_03
mips_37_03_03_02
at_At2g20550 - mips_03_03_01_01 "putative heat shock protein"
mips_03_03_01_01_01
mips_03_03_01_02
mips_06_01
at_At2g41000 - mips_05_04 "putative DnaJ protein"
mips_06_01
mips_37
mips_37_03
mips_37_03_03
mips_37_03_03_02
at_At2g34860 - mips_03 "unknown protein"
mips_03_01
mips_03_01_03
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_05
mips_06
mips_06_01
mips_06_04
mips_08
mips_08_04
mips_08_07
mips_11
mips_11_01
mips_13
mips_13_11
mips_40
mips_40_03
mips_40_07
mips_99
at_At3g47940 mips_06_01 "heat shock protein-like protein"
mips_11_01_05
at_At4g09350 mips_06_01 "putative protein"
mips_11_01_05
mips_30_07
at_At4g28480 mips_05_04 "heat-shock protein"
mips_06_01
mips_11_01_05
at_At5g05000 - mips_01_03_10 "GTP-binding protein (gb|AAD09203.1)"
mips_06_04
mips_08_02
mips_10_01_01
mips_10_01_05
mips_10_01_05_05
mips_11_05
mips_11_07_03
mips_40_26
mips_40_26_03
at_At5g25530 mips_03 "heat-shock protein - like"
mips_03_03
mips_03_03_01
mips_06_01
mips_11_01_05
mips_13
mips_13_11
mips_63_01
at_At5g64360 - mips_08_04 "unknown protein"
mips_08_07
mips_62_02_01_02
Validation Accuracy: 4/10 (40.00%)
Validation Frequency class 'mips_11_01_05': 26/2278 (1.14%)
Evaluation on propertest data (3835 items):
at_At1g61770 - mips_37 "unknown protein"
mips_37_03
mips_37_03_03
mips_37_03_03_02
mips_40_10_03
at_At1g74250 mips_06_01 "putative heat shock protein"
mips_11_01_05
mips_25_05_15
at_At1g75690 mips_03_03 "unknown protein"
mips_05
mips_06_01
mips_11_01
mips_11_01_05
mips_13_11
mips_30_04
mips_40_16
at_At1g07620 - mips_30_08 "GTP-binding protein, putative"
mips_30_25
mips_40_25
mips_62_02_01_01
mips_63_19_05
at_At2g20560 mips_11_01_05 "putative heat shock protein"
at_At2g22360 mips_03_03_01_01_01 "DnaJ like protein"
mips_03_03_01_02
mips_11_01_05
at_At2g35720 - mips_37 "putative DnaJ protein"
mips_37_03
mips_37_03_03
mips_37_03_03_02
at_At3g44110 - mips_03_01_03 "dnaJ protein homolog atj3"
mips_03_03_01_01
mips_03_03_01_01_01
mips_03_03_01_02
mips_06_01
mips_08_04
mips_08_07
at_At3g57340 - mips_05 "dnaJ-like protein"
mips_06_01
mips_11
mips_11_01
mips_13
mips_13_11
mips_37
mips_37_03
mips_37_03_03
mips_37_03_03_02
at_At4g10130 mips_06_01 "putative protein"
mips_11_01_05
at_At4g39960 - mips_03_03_01_01_01 "DnaJ like protein"
mips_03_03_01_02
mips_08_04
at_At5g49910 mips_11_01_05 "heat shock protein 70 (Hsc70-7)"
mips_20_25_16
at_At5g58530 - mips_01_03_07 "putative protein"
mips_02_13
mips_02_13_03
mips_67_15
Propertest Accuracy: 6/13 (46.15%)
Propertest Frequency class 'mips_11_01_05': 42/3835 (1.10%)
New (unknown) data (2278 items):
at_At1g21080 - mips_08_04 "putative dnaJ protein"
mips_08_07
at_At1g59980 - mips_08_04 "hypothetical protein"
at_At2g26890 - mips_05 "unknown protein"
mips_06_01
mips_08
mips_08_10
mips_11_01
mips_13_11
mips_30_19
at_At2g38000 - no entry null
at_At5g50510 - no entry null
at_At5g53150 - no entry null
at_At5g61670 - no entry null
at_At1g77020 - mips_08_04 ""
at_At3g47650 - no entry null
at_At2g01710 - mips_02 "unknown protein"
mips_02_11
mips_06_01
at_At3g04980 - mips_99 "hypothetical protein, contains DnaJ motif: prokaryotic heat shock protein motif"
at_At5g17840 - no entry null
at_At5g05750 - mips_06_01 "DnaJ-like protein"
------------------
Rule 3717
eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,1005.0-6487.0),db_ref(_2,sgd) = 1
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,transferase),db_ref(_2,hssp) = 1
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,667.0-1005.0),keyword(_2,multigene_family) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,hordeum),db_ref(_2,prints) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),classification(_2,eurosids_ii) = 1
-> class mips_11_05_01 "resistance proteins"
Evaluation on training data (4529 items):
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_At1g29740 mips_08_13 "Putative receptor-like serine/threonine kinase"
mips_11_05_01
at_At1g33600 mips_08_13 "hypothetical protein"
mips_11_05_01
at_At1g34110 mips_06 "putative protein"
mips_06_04
mips_08
mips_08_13
mips_10
mips_10_01
mips_10_01_01
mips_11
mips_11_05
mips_11_05_01
at_At1g34420 mips_06_04 "hypothetical protein"
mips_08
mips_08_13
mips_10_05
mips_11_05
mips_11_05_01
at_At1g47890 mips_06_04 "disease resistance protein, putative"
mips_08
mips_08_13
mips_10_05
mips_11_05
mips_11_05_01
at_At1g49490 mips_08_13 "hypothetical protein"
mips_11_05_01
at_At1g55610 mips_10_05 "receptor kinase, putative"
mips_11_05
mips_11_05_01
mips_14_01
mips_14_01_03
at_At1g56120 mips_06_04 "receptor-like protein kinase, putative"
mips_08
mips_08_13
mips_10_05
mips_11_05
mips_11_05_01
at_At1g62440 mips_08_13 "putative extensin-like protein (gnl|PID|e1310400"
mips_11_05_01
mips_40_01
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_At3g47090 mips_11_05_01 "receptor kinase-like protein"
at_At2g15080 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At2g15880 mips_06 "unknown protein"
mips_06_04
mips_08_13
mips_11_05
mips_11_05_01
at_At2g17060 mips_11_01 "putative disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g10920 mips_11 "disease resistance protein RPM1 isolog"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At3g11010 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At3g14840 mips_11_05_01 "receptor-like serine/threonine kinase, putative"
at_At3g24900 mips_06_04 "leucine-rich repeat disease resistance protein, putative"
mips_08_13
mips_11_05
mips_11_05_01
at_At4g08850 mips_06 "receptor protein kinase like protein"
mips_08_13
mips_10
mips_10_01_01
mips_11_05
mips_11_05_01
at_At4g12010 mips_11_05_01 "putative disease resistance protein (TMV N-like)"
mips_11_05_03
at_At4g13900 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At4g16920 mips_11_01 "disease resistance RPP5 like protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g19500 mips_11_05 "resistence protein - like"
mips_11_05_01
mips_11_05_03
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_At5g38340 mips_11_05 "disease resistance - like protein"
mips_11_05_01
mips_11_05_03
at_At5g44700 mips_06_04 "receptor-like protein kinase"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At5g45060 mips_11_05 "disease resistance protein-like"
mips_11_05_01
mips_11_05_03
at_At5g49290 mips_08_13 "disease resistance protein-like"
mips_11_05_01
at_At5g47250 mips_11 "NBS/LRR disease resistance protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
Training Accuracy: 32/32 (100.00%)
Training Frequency class 'mips_11_05_01': 118/4529 (2.61%)
Evaluation on validation data (2278 items):
at_At1g28340 - mips_10 "hypothetical protein"
mips_10_01_01
at_At1g67720 - mips_10 "putative receptor protein kinase"
mips_10_01
mips_10_01_01
mips_10_05
mips_40_02
at_At1g74170 mips_08_13 "disease resistance protein, putative"
mips_11_05_01
at_At1g79620 - mips_10 "hypothetical protein"
mips_10_01_01
at_At2g16250 - mips_10_01 "putative LRR receptor protein kinase"
mips_10_01_01
mips_10_05
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_At3g19020 mips_08_13 "hypothetical protein"
mips_11_05_01
at_At3g44400 mips_11 "disease resistence - like protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At3g44480 mips_11_05_01 "disease resistance protein -like"
mips_11_05_03
at_At4g13920 mips_08_13 "disease resistance Cf-2 like protein"
mips_11_05_01
at_At4g39270 mips_11_05_01 "receptor protein kinase - like protein"
at_At5g53890 - mips_14_01 "receptor protein kinase-like protein"
mips_14_01_03
Validation Accuracy: 9/14 (64.29%)
Validation Frequency class 'mips_11_05_01': 48/2278 (2.11%)
Evaluation on propertest data (3835 items):
at_At1g29730 mips_06_04 "Putative receptor-like serine/threonine kinase"
mips_08
mips_08_13
mips_11_05
mips_11_05_01
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_At1g61850 - mips_01_06_99 "hypothetical protein"
mips_65
at_At1g65380 mips_08_13 "putative protein"
mips_11_05_01
at_At1g66830 mips_06_04 "hypothetical protein"
mips_08
mips_08_13
mips_10_01
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_01
at_At1g71400 mips_06 "putative disease resistance protein"
mips_06_04
mips_08_13
mips_10
mips_11_05
mips_11_05_01
at_At1g72300 mips_08_13 "leucine-rich receptor-like protein kinase, putative"
mips_11_05_01
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_At1g07390 mips_08_13 "disease resistance protein, putative"
mips_11_05_01
at_At2g01950 - mips_08_13 "putative receptor protein kinase"
mips_14_01_03
at_At2g14080 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At2g33060 mips_08_13 "putative leucine-rich repeat disease resistance protein"
mips_11_05_01
at_At2g33170 mips_08_13 "putative receptor-like protein kinase"
mips_11_05_01
at_At2g34680 mips_08_13 "auxin-induced protein (AIR9)"
mips_11_05_01
at_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_At3g04220 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At3g05370 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At3g05650 mips_06_04 "putative disease resistance protein"
mips_08_13
mips_11_05
mips_11_05_01
at_At3g05660 - mips_08_13 "putative disease resistance protein"
mips_10_01_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_At3g50950 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At3g02130 mips_06_04 "putative 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_At4g36150 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At5g06870 mips_11_05_01 "polygalacturonase inhibiting protein"
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_At5g41820 - mips_01_06_07 "geranylgeranyl transferase alpha subunit-like protein"
mips_06_07_99
mips_20_25_01
mips_20_25_01_01
at_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_At5g49780 mips_08_13 "receptor protein kinase-like"
mips_11_05_01
at_At5g58150 - mips_10 "receptor-like protein kinase"
mips_10_01
mips_10_01_01
at_At5g63930 mips_08_13 "receptor-like protein kinase"
mips_11_05_01
Propertest Accuracy: 28/33 (84.85%)
Propertest Frequency class 'mips_11_05_01': 93/3835 (2.43%)
New (unknown) data (2278 items):
at_At1g13230 - no entry null
at_At1g14390 - no entry null
at_At1g17230 - mips_08_13 "putative leucine-rich receptor protein kinase"
at_At1g17240 - mips_08_13 "putative receptor protein kinase, predicted GPI-anchored protein"
at_At1g27170 - no entry null
at_At1g27180 - no entry null
at_At1g28440 - mips_08_13 "hypothetical protein"
at_At1g29720 - no entry null
at_At1g03440 - no entry null
at_At1g33610 - mips_08_13 "hypothetical protein"
at_At1g48540 - no entry null
at_At1g53440 - mips_08_13 "receptor-like serine/threonine kinase, putative"
at_At1g56130 - mips_08_13 "receptor-like protein kinase, putative"
at_At1g56140 - no entry null
at_At1g74200 - no entry null
at_At1g74360 - mips_08_13 "putative receptor protein kinase (At1g74360)"
at_At1g75640 - no entry null
at_At1g06840 - no entry null
at_At3g23110 - mips_08_13 "disease resistance protein, putative"
at_At1g08590 - mips_10 "putative receptor kinase, CLV1"
at_At2g24160 - no entry null
at_At2g25790 - no entry null
at_At2g26380 - no entry null
at_At2g27060 - no entry null
at_At2g41820 - no entry null
at_At2g42800 - no entry null
at_At3g20820 - no entry null
at_At3g25000 - no entry null
at_At3g25010 - mips_08_13 "disease resistance protein, putative"
at_At3g28890 - no entry null
at_At3g44630 - no entry null
at_At3g45390 - no entry null
at_At3g47570 - no entry null
at_At3g53240 - mips_08_13 "disease resistance - like protein"
at_At4g03010 - no entry null
at_At4g13810 - mips_08_13 "putative disease resistance protein"
at_At4g14370 - mips_03_99 "disease resistance N like protein"
at_At4g18670 - mips_08_13 "extensin-like protein"
at_At4g20940 - no entry null
at_At4g28650 - no entry null
at_At4g33300 - no entry null
at_At5g25550 - mips_10_05 "extensin - like protein"
mips_13_11
mips_40_01
mips_40_02
at_At5g27060 - mips_08_13 "resistance protein - like"
at_At5g41550 - no entry null
at_At5g45840 - mips_08_13 "receptor protein kinase-like protein"
at_At5g48940 - mips_08_13 "receptor protein kinase-like protein"
at_At5g49140 - no entry null
at_At5g55540 - mips_08_13 "putative protein"
at_At5g56040 - mips_08_13 "receptor protein kinase-like protein"
at_At5g66330 - no entry null
at_At5g06860 - no entry null
at_At5g07280 - mips_08_13 "receptor-like protein kinase-like protein"
at_At5g23400 - mips_08_13 "disease resistance protein-like"
at_At5g41180 - no entry null
at_At4g04220 - mips_08_13 "putative disease resistance protein, predicted GPI-anchored protein"
at_At1g24650 - no entry null
at_At1g33670 - no entry null
at_At1g72180 - no entry null
at_At1g12040 - mips_08_13 "leucine-rich repeat/extensin 1 (LRX1)"
mips_40_01
at_At2g25470 - mips_08_13 "putative disease resistance protein"
at_At2g34930 - mips_08_13 "putative disease resistance protein"
at_At3g25670 - no entry null
at_At3g47110 - no entry null
at_At3g23010 - mips_08_13 "disease resistance protein, putative"
at_At3g23120 - mips_08_13 "disease resistance protein, putative"
at_At4g13340 - no entry null
at_At4g13880 - no entry null
at_At4g33970 - mips_08_13 "extensin-like protein"
mips_40_01
at_At5g12940 - no entry null
at_At5g14210 - no entry null
at_At5g18350 - no entry null
at_At5g49660 - no entry null
at_At5g49760 - no entry null
at_At5g51350 - no entry null
at_At5g65710 - mips_08_13 "receptor protein kinase-like protein"
at_At1g63730 - no entry null
at_At1g64070 - no entry null
at_At1g68780 - no entry null
at_At1g73070 - no entry null
at_At1g73080 - no entry null
at_At1g74180 - mips_08_13 "disease resistance protein, putative"
at_At1g75820 - no entry null
at_At1g80080 - no entry null
at_At1g13910 - no entry null
at_At1g29750 - no entry null
at_At1g53430 - mips_08_13 "receptor-like serine/threonine kinase, putative"
at_At1g62950 - mips_10_05 "protein kinase, putative"
at_At2g02780 - no entry null
at_At2g15040 - mips_08_13 "putative disease resistance protein"
at_At2g20210 - no entry null
at_At3g05360 - mips_08_13 "putative disease resistance protein"
at_At3g05990 - mips_10_05 "hypothetical protein"
mips_40_02
at_At3g12145 - mips_10_05 "leucine-rich repeat protein FLR1"
at_At3g12610 - no entry null
at_At3g14460 - no entry null
at_At3g25510 - no entry null
at_At3g44670 - no entry null
at_At3g47580 - no entry null
at_At3g56370 - mips_08_13 "putative protein"
at_At4g13820 - mips_08_13 "putative disease resistance protein"
at_At4g16940 - no entry null
at_At4g26540 - no entry null
at_At4g28490 - no entry null
at_At4g28560 - no entry null
at_At5g45230 - no entry null
at_At5g45770 - mips_08_13 "predicted GPI-anchored protein"
at_At5g45800 - mips_08_13 "receptor kinase-like protein"
at_At5g66910 - no entry null
at_At5g61480 - no entry null
------------------
Rule 2733
eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,transport),desc(_2,in) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),desc(_2,nuclear) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eukaryota),desc(_2,homolog) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),desc(_2,precursor) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),species(_2,schizosaccharomyces_pombe__fission_yeast_) = 0
-> class mips_11_05_01 "resistance proteins"
Evaluation on training data (4529 items):
at_At1g17250 mips_08_13 "putative receptor protein kinase"
mips_11_05_01
at_At1g21410 mips_06 "unknown protein"
mips_06_13
mips_11
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g33600 mips_08_13 "hypothetical protein"
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_At1g58400 mips_11_05_01 "hypothetical protein"
at_At1g59620 mips_11_05_01 "PRM1 homolog (CW9)"
mips_11_05_03
at_At1g62630 mips_11 "putative RPS-2 disease resistance protein (AA002294"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g71390 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At2g15080 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At2g16870 mips_11_05_01 "putative disease resistance protein"
at_At2g17050 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At2g17060 mips_11_01 "putative disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At2g17480 mips_11_05 "membrane protein Mlo8"
mips_11_05_01
mips_11_05_03
at_At1g09760 - mips_63_17 "putative U2 small nuclear ribonucleoprotein A' (U2 SNRNP-A')"
mips_63_17_01
at_At2g39200 mips_11_05_01 "membrane protein Mlo12"
at_At1g11000 mips_11_05_01 "membrane protein Mlo4"
mips_11_05_03
at_At3g11010 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At3g14470 mips_11_05 "disease resistance protein, putative"
mips_11_05_01
mips_11_05_03
at_At3g24900 mips_06_04 "leucine-rich repeat disease resistance protein, putative"
mips_08_13
mips_11_05
mips_11_05_01
at_At3g45290 mips_11_05_01 "membrane protein Mlo3 (Mlo3)"
mips_11_05_03
at_At4g12010 mips_11_05_01 "putative disease resistance protein (TMV N-like)"
mips_11_05_03
at_At1g12280 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At1g12290 mips_11 "hypothetical protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g13900 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At4g16900 mips_11_05_01 "disease resistance RPP5 like protein"
mips_11_05_03
at_At4g16920 mips_11_01 "disease resistance RPP5 like protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g16950 mips_11_05_01 "disease resistance RPP5 like protein"
at_At4g19500 mips_11_05 "resistence protein - like"
mips_11_05_01
mips_11_05_03
at_At5g11250 mips_11 "RPP1 disease resistance protein - like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g17890 mips_11 "disease resistance protein - like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g38340 mips_11_05 "disease resistance - like protein"
mips_11_05_01
mips_11_05_03
at_At5g41750 mips_11_05 "disease resistance protein-like"
mips_11_05_01
mips_11_05_03
at_At5g43730 mips_11_05 "disease resistance protein"
mips_11_05_01
at_At5g43740 mips_11_05_01 "disease resistance protein"
mips_11_05_03
at_At5g45060 mips_11_05 "disease resistance protein-like"
mips_11_05_01
mips_11_05_03
at_At5g45250 mips_11_05_01 "disease resistance protein RPS4"
mips_11_05_03
at_At5g46260 mips_11_05 "disease resistance protein-like"
mips_11_05_01
at_At5g49290 mips_08_13 "disease resistance protein-like"
mips_11_05_01
at_At5g65970 mips_11 "Mlo protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
mips_99
at_At5g47250 mips_11 "NBS/LRR disease resistance protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g66900 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
Training Accuracy: 40/41 (97.56%)
Training Frequency class 'mips_11_05_01': 118/4529 (2.61%)
Evaluation on validation data (2278 items):
at_At1g28340 - mips_10 "hypothetical protein"
mips_10_01_01
at_At1g56540 mips_11 "disease resistance protein, putative"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g61310 mips_11_05_01 "similar to disease resistance protein"
mips_11_05_03
at_At1g72860 mips_11_01 "hypothetical protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g74170 mips_08_13 "disease resistance protein, putative"
mips_11_05_01
at_At1g65850 mips_11_05_01 ""
at_At2g19780 - mips_10 "putative disease resistance protein"
mips_10_01_01
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_At2g27760 - mips_01_03_01 "tRNA isopentenyl transferase (IPT2)"
mips_04_03
mips_04_03_01
mips_04_03_03
mips_04_03_06
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_At3g46730 mips_11_05_01 "disease resistance protein RPP8-like protein"
at_At4g02600 mips_11_05 "AtMlo-h1-like protein"
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_At4g19470 mips_11_05 "putative protein"
mips_11_05_01
at_At4g19520 mips_11_05_01 "resistance protein RPP5 - like"
at_At5g04720 mips_11 "putative protein"
mips_11_05
mips_11_05_01
mips_11_05_03
mips_98
at_At5g18370 mips_11 "disease resistance protein -like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g41740 mips_11_05_01 "disease resistance protein-like"
at_At5g46270 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
at_At5g61240 mips_10_05 "Cf-5 disease resistance protein - like"
mips_11_05
mips_11_05_01
Validation Accuracy: 20/24 (83.33%)
Validation Frequency class 'mips_11_05_01': 48/2278 (2.11%)
Evaluation on propertest data (3835 items):
at_At1g26700 mips_11_05_01 "membrane protein Mlo14"
mips_11_05_03
at_At1g31540 mips_11_05_01 "putative protein"
mips_11_05_03
at_At1g33590 mips_06 "unknown protein"
mips_06_04
mips_08_13
mips_10
mips_10_01
mips_10_01_01
mips_11
mips_11_05
mips_11_05_01
at_At1g42560 mips_11 "membrane protein Mlo9"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g57650 mips_11 ""
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g61280 - mips_45 "unknown"
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_11_09
mips_47_03_11_11
mips_47_03_15
mips_47_03_15_07
at_At1g63880 mips_11_01 "putative disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g65380 mips_08_13 "putative protein"
mips_11_05_01
at_At1g71400 mips_06 "putative disease resistance protein"
mips_06_04
mips_08_13
mips_10
mips_11_05
mips_11_05_01
at_At1g72840 mips_11_05_01 "hypothetical protein"
mips_11_05_03
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_At2g14080 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At2g33060 mips_08_13 "putative leucine-rich repeat disease resistance protein"
mips_11_05_01
at_At2g43830 - mips_04_09 "putative protein kinase"
mips_06_07_03
mips_10_01_05_01
mips_14_01_05
mips_14_01_05_01
mips_40_04_03
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_At3g05370 mips_08_13 "putative disease resistance protein"
mips_11_05_01
at_At3g05660 - mips_08_13 "putative disease resistance protein"
mips_10_01_01
at_At3g07040 mips_11_05_01 "disease resistance gene (RPM1)"
mips_11_05_03
at_At3g11080 mips_06_04 "hypothetical protein"
mips_08_13
mips_11_05
mips_11_05_01
at_At3g50950 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At3g54650 - mips_10_01 "putative protein"
mips_10_01_01
mips_10_05
mips_13
mips_13_11
mips_40_02
at_At3g59510 mips_11_05 "putative protein"
mips_11_05_01
mips_63_17
mips_63_17_01
at_At4g13910 mips_11_05 "putative disease resistance protein"
mips_11_05_01
at_At4g16890 mips_11 "disease resistance RPP5 like protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g16960 mips_11_05 "disease resistance RPP5 like protein"
mips_11_05_01
mips_11_05_03
at_At4g36150 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At5g06870 mips_11_05_01 "polygalacturonase inhibiting protein"
at_At5g25910 mips_06_04 "disease resistance protein - like"
mips_08_13
mips_11_05
mips_11_05_01
at_At5g38350 mips_11_05 "disease resistance protein-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_At5g45200 mips_11_05_01 "disease resistance protein RPS4"
at_At5g45500 mips_11_05_01 "putative protein"
mips_11_05_03
at_At5g45510 mips_06_04 "unknown protein"
mips_08_13
mips_11_05
mips_11_05_01
at_At5g46470 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g47260 mips_11_01 "NBS/LRR disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g51630 mips_11_05 "putative protein"
mips_11_05_01
mips_11_05_03
at_At5g53760 mips_11_05_01 "putative protein"
mips_11_05_03
at_At5g05850 - mips_63_17 "putative protein"
mips_63_17_01
at_At5g41540 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
Propertest Accuracy: 33/39 (84.62%)
Propertest Frequency class 'mips_11_05_01': 93/3835 (2.43%)
New (unknown) data (2278 items):
at_At1g13230 - no entry null
at_At1g15740 - no entry null
at_At1g17240 - mips_08_13 "putative receptor protein kinase, predicted GPI-anchored protein"
at_At1g27170 - no entry null
at_At1g27180 - no entry null
at_At1g03440 - no entry null
at_At1g33610 - mips_08_13 "hypothetical protein"
at_At1g50180 - no entry null
at_At1g50740 - no entry null
at_At1g51370 - no entry null
at_At1g05080 - no entry null
at_At1g61180 - no entry null
at_At1g61320 - no entry null
at_At1g63870 - no entry null
at_At1g69550 - no entry null
at_At3g23110 - mips_08_13 "disease resistance protein, putative"
at_At4g27220 - no entry null
at_At2g17430 - no entry null
at_At2g24160 - no entry null
at_At2g25790 - no entry null
at_At2g26380 - no entry null
at_At2g26860 - no entry null
at_At2g33670 - no entry null
at_At2g36370 - mips_08_13 "hypothetical protein"
at_At2g45340 - no entry null
at_At3g11330 - no entry null
at_At3g17640 - no entry null
at_At3g20820 - no entry null
at_At3g25000 - no entry null
at_At3g25010 - mips_08_13 "disease resistance protein, putative"
at_At3g28890 - no entry null
at_At3g44090 - no entry null
at_At3g49030 - no entry null
at_At3g51530 - no entry null
at_At3g51560 - no entry null
at_At3g52690 - no entry null
at_At3g53240 - mips_08_13 "disease resistance - like protein"
at_At3g54910 - no entry null
at_At3g56780 - no entry null
at_At3g58900 - no entry null
at_At3g58980 - no entry null
at_At3g59180 - mips_99 "putative protein"
at_At3g59190 - no entry null
at_At3g59200 - no entry null
at_At3g59250 - no entry null
at_At4g03010 - no entry null
at_At4g10780 - no entry null
at_At1g12210 - no entry null
at_At4g13810 - mips_08_13 "putative disease resistance protein"
at_At4g14610 - no entry null
at_At4g26340 - no entry null
at_At4g28380 - mips_10_05 "extensin-like protein"
mips_40_01
at_At4g36140 - no entry null
at_At5g17680 - no entry null
at_At5g27060 - mips_08_13 "resistance protein - like"
at_At5g38590 - no entry null
at_At5g38850 - no entry null
at_At5g41550 - no entry null
at_At5g44850 - no entry null
at_At5g44870 - no entry null
at_At5g46520 - no entry null
at_At5g48770 - no entry null
at_At5g49140 - no entry null
at_At5g49750 - no entry null
at_At5g56380 - no entry null
at_At5g56440 - no entry null
at_At5g56560 - no entry null
at_At5g56690 - no entry null
at_At5g63020 - no entry null
at_At5g63410 - no entry null
at_At5g66330 - no entry null
at_At5g05400 - no entry null
at_At5g06860 - no entry null
at_At5g07150 - no entry null
at_At5g02920 - no entry null
at_At5g23400 - mips_08_13 "disease resistance protein-like"
at_At5g54820 - no entry null
at_At4g04220 - mips_08_13 "putative disease resistance protein, predicted GPI-anchored protein"
at_At1g22720 - no entry null
at_At1g33670 - no entry null
at_At1g50980 - no entry null
at_At1g58310 - no entry null
at_At1g59780 - no entry null
at_At1g61190 - no entry null
at_At2g44110 - no entry null
at_At2g25470 - mips_08_13 "putative disease resistance protein"
at_At2g34930 - mips_08_13 "putative disease resistance protein"
at_At3g52680 - no entry null
at_At3g59210 - no entry null
at_At3g62230 - no entry null
at_At3g23120 - mips_08_13 "disease resistance protein, putative"
at_At4g11170 - no entry null
at_At4g13880 - no entry null
at_At4g13960 - no entry null
at_At4g14090 - no entry null
at_At5g12940 - no entry null
at_At5g18350 - no entry null
at_At5g22690 - no entry null
at_At5g36930 - no entry null
at_At5g40910 - no entry null
at_At5g46510 - no entry null
at_At5g51350 - no entry null
at_At5g56700 - no entry null
at_At5g62970 - no entry null
at_At1g47920 - no entry null
at_At1g53350 - no entry null
at_At1g54480 - no entry null
at_At1g55660 - no entry null
at_At1g56510 - no entry null
at_At1g57690 - no entry null
at_At1g61300 - no entry null
at_At1g63730 - no entry null
at_At1g64540 - no entry null
at_At1g68780 - no entry null
at_At1g73070 - no entry null
at_At1g74180 - mips_08_13 "disease resistance protein, putative"
at_At1g80080 - no entry null
at_At1g11310 - no entry null
at_At1g16930 - no entry null
at_At1g61560 - no entry null
at_At2g02780 - no entry null
at_At2g15040 - mips_08_13 "putative disease resistance protein"
at_At2g26240 - no entry null
at_At3g05360 - mips_08_13 "putative disease resistance protein"
at_At3g14460 - no entry null
at_At3g19230 - no entry null
at_At3g19320 - mips_08_13 "unknown protein"
at_At3g24235 - no entry null
at_At3g24480 - mips_40_01 "disease resistance protein, putative"
at_At3g25020 - mips_08_13 "disease resistance protein, putative"
at_At3g42770 - no entry null
at_At3g44080 - no entry null
at_At3g44410 - no entry null
at_At3g44670 - no entry null
at_At3g46530 - no entry null
at_At3g46710 - no entry null
at_At3g59000 - no entry null
at_At3g60710 - no entry null
at_At4g05480 - mips_25_03 "N7 -like protein"
at_At4g07390 - no entry null
at_At4g09430 - no entry null
at_At4g09920 - no entry null
at_At4g10420 - no entry null
at_At4g13820 - mips_08_13 "putative disease resistance protein"
at_At4g16860 - no entry null
at_At4g16940 - no entry null
at_At4g18760 - no entry null
at_At4g19510 - no entry null
at_At4g24250 - no entry null
at_At4g28560 - no entry null
at_At4g29880 - no entry null
at_At4g00160 - no entry null
at_At5g22710 - no entry null
at_At5g22720 - no entry null
at_At5g38570 - no entry null
at_At5g40100 - no entry null
at_At5g44490 - no entry null
at_At5g44510 - no entry null
at_At5g45230 - no entry null
at_At5g45240 - no entry null
at_At5g46450 - no entry null
at_At5g52460 - no entry null
at_At5g53630 - no entry null
at_At5g56410 - no entry null
at_At5g56420 - no entry null
at_At5g56430 - no entry null
at_At5g66890 - no entry null
------------------
Rule 389
eval(_1,_2,0.0-9.0e-25),species(_2,homo_sapiens__human_) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,drosophila_melanogaster__fruit_fly_),keyword(_2,repeat) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),desc(_2,region) = 0
-> class mips_11_05_01 "resistance proteins"
Evaluation on training data (4529 items):
at_At1g52900 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At1g77000 mips_06_07 "unknown protein"
mips_06_07_05
mips_06_13
mips_11_05
mips_11_05_01
at_At4g11340 mips_11_05_01 "putative protein"
mips_11_05_03
at_At4g16900 mips_11_05_01 "disease resistance RPP5 like protein"
mips_11_05_03
at_At4g19500 mips_11_05 "resistence protein - like"
mips_11_05_01
mips_11_05_03
at_At5g45210 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g45250 mips_11_05_01 "disease resistance protein RPS4"
mips_11_05_03
at_At5g46480 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
at_At4g04110 mips_11_05_01 "putative RPP1-like disease resistance protein"
mips_11_05_03
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'mips_11_05_01': 118/4529 (2.61%)
Evaluation on validation data (2278 items):
at_At1g65540 - mips_04_05_05 "hypothetical protein"
mips_04_05_05_01
at_At2g42620 - mips_01_05_04 "F-box containing protein ORE9 (ORE9)"
mips_14_04_03_01
at_At3g46730 mips_11_05_01 "disease resistance protein RPP8-like protein"
at_At4g09360 mips_11 "putative protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g19470 mips_11_05 "putative protein"
mips_11_05_01
at_At5g06220 - mips_04_05_05_01 "putative protein"
mips_63_17_01
at_At5g41740 mips_11_05_01 "disease resistance protein-like"
at_At5g46270 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
Validation Accuracy: 5/8 (62.50%)
Validation Frequency class 'mips_11_05_01': 48/2278 (2.11%)
Evaluation on propertest data (3835 items):
at_At1g27960 - mips_20_25 "hypothetical protein"
mips_20_25_16
at_At1g31540 mips_11_05_01 "putative protein"
mips_11_05_03
at_At1g04080 - mips_04_05_05 "unknown protein"
mips_04_05_05_01
at_At1g63750 mips_11_05 "putative disease resistance protein"
mips_11_05_01
mips_11_05_03
at_At1g63880 mips_11_01 "putative disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At3g26810 - mips_11_05_05 "transport inhibitor response 1-like protein"
mips_11_05_05_06
mips_20_20
mips_20_20_18
mips_40_27
mips_40_27_03
mips_40_34
at_At3g54650 - mips_10_01 "putative protein"
mips_10_01_01
mips_10_05
mips_13
mips_13_11
mips_40_02
at_At4g16960 mips_11_05 "disease resistance RPP5 like protein"
mips_11_05_01
mips_11_05_03
at_At5g46470 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g51370 - mips_11_05 "putative protein"
mips_11_05_05
mips_11_05_05_06
mips_40_27_03
mips_40_34
at_At5g02300 - mips_06_13_01 "ubiquitin-protein ligase E3-alpha -like protein"
at_At5g41540 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
Propertest Accuracy: 6/12 (50.00%)
Propertest Frequency class 'mips_11_05_01': 93/3835 (2.43%)
New (unknown) data (2278 items):
at_At1g13780 - no entry null
at_At1g19410 - no entry null
at_At1g21990 - no entry null
at_At1g23000 - mips_13 "hypothetical protein"
mips_13_01
at_At1g50180 - no entry null
at_At1g55030 - no entry null
at_At1g61180 - no entry null
at_At1g61330 - no entry null
at_At1g66300 - no entry null
at_At1g66310 - no entry null
at_At1g66640 - no entry null
at_At1g06630 - no entry null
at_At4g27050 - no entry null
at_At2g16910 - no entry null
at_At2g26860 - no entry null
at_At2g29930 - no entry null
at_At3g44090 - no entry null
at_At3g49030 - no entry null
at_At3g49150 - no entry null
at_At3g49480 - no entry null
at_At3g50080 - mips_08_13 "putative protein"
at_At3g51530 - no entry null
at_At3g52670 - no entry null
at_At3g52690 - no entry null
at_At3g58860 - mips_99 "putative protein"
at_At3g58900 - no entry null
at_At3g58950 - no entry null
at_At3g59190 - no entry null
at_At3g59270 - no entry null
at_At4g00320 - no entry null
at_At1g12210 - no entry null
at_At4g14610 - no entry null
at_At4g26340 - no entry null
at_At4g36140 - no entry null
at_At4g37570 - no entry null
at_At5g38590 - no entry null
at_At5g38850 - no entry null
at_At5g41630 - no entry null
at_At5g41840 - no entry null
at_At5g44870 - no entry null
at_At5g44940 - no entry null
at_At5g45050 - no entry null
at_At5g49140 - no entry null
at_At5g49520 - no entry null
at_At5g53640 - no entry null
at_At5g56560 - no entry null
at_At5g02910 - no entry null
at_At5g02920 - no entry null
at_At5g03990 - no entry null
at_At5g54820 - no entry null
at_At5g60610 - no entry null
at_At1g48390 - no entry null
at_At1g56610 - no entry null
at_At1g57630 - no entry null
at_At1g58310 - no entry null
at_At1g60400 - no entry null
at_At1g80470 - no entry null
at_At1g80570 - no entry null
at_At1g10780 - no entry null
at_At2g04230 - no entry null
at_At3g52680 - no entry null
at_At3g59160 - no entry null
at_At3g59170 - no entry null
at_At3g59240 - no entry null
at_At3g60790 - no entry null
at_At3g62230 - no entry null
at_At3g14710 - no entry null
at_At3g49020 - no entry null
at_At3g22800 - mips_40_01 "hypothetical protein"
at_At3g44810 - no entry null
at_At4g07400 - no entry null
at_At4g08450 - no entry null
at_At4g13960 - no entry null
at_At4g14090 - no entry null
at_At5g09610 - no entry null
at_At5g22670 - mips_99 "unknown protein"
at_At5g27750 - no entry null
at_At5g36090 - no entry null
at_At5g41830 - no entry null
at_At5g46510 - no entry null
at_At5g56700 - no entry null
at_At5g62970 - no entry null
at_At1g47920 - no entry null
at_At1g52650 - no entry null
at_At1g55660 - no entry null
at_At1g57690 - no entry null
at_At1g60410 - no entry null
at_At1g64070 - no entry null
at_At1g64540 - no entry null
at_At1g72930 - no entry null
at_At1g07640 - no entry null
at_At1g16930 - no entry null
at_At1g60180 - no entry null
at_At1g78740 - no entry null
at_At2g28810 - no entry null
at_At2g42050 - no entry null
at_At3g11560 - no entry null
at_At3g19230 - no entry null
at_At3g26920 - no entry null
at_At3g42770 - no entry null
at_At3g44410 - no entry null
at_At3g54160 - no entry null
at_At3g58920 - no entry null
at_At3g59000 - no entry null
at_At3g60710 - no entry null
at_At3g62430 - no entry null
at_At4g09920 - no entry null
at_At4g04450 - no entry null
at_At5g07970 - no entry null
at_At5g18780 - no entry null
at_At5g22720 - no entry null
at_At5g25860 - no entry null
at_At5g35450 - no entry null
at_At5g40100 - no entry null
at_At5g46450 - no entry null
at_At5g52460 - no entry null
at_At5g53630 - no entry null
at_At5g56390 - no entry null
at_At5g56420 - no entry null
at_At5g56570 - no entry null
at_At5g56810 - no entry null
at_At5g56820 - no entry null
at_At5g64490 - no entry null
at_At5g67250 - no entry null
------------------
Rule 4177
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,ascaridida) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,genew) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,homolog) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 1
-> class mips_11_07_03 "detoxification by modification"
Evaluation on training data (4529 items):
at_At1g18140 mips_01_20 "hypothetical protein"
mips_01_20_17
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
at_At1g21850 mips_01_20_17_01 "pectinesterase, putative"
mips_11_07_03
at_At1g71040 mips_01_20 "putative spore coat protein"
mips_01_20_17
mips_01_20_17_01
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_01
mips_01_20_99
mips_08
mips_08_19
mips_11_05
mips_11_05_01
mips_11_05_01_03
mips_11_05_01_99
mips_11_07
mips_11_07_03
mips_11_07_07
mips_11_07_99
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_02
mips_40_34
mips_40_34_09
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At1g75790 mips_01_20_17 "polymer protein, putative"
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At4g12420 mips_01_20 "pollen-specific protein - like predicted GPI-anchored protein"
mips_01_20_17
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
mips_30_01
at_At2g30210 mips_01_20_17_01 "putative laccase"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At2g38080 mips_01_20_17_01 "putative diphenol oxidase"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At3g13390 mips_01_20_17_01 "L-ascorbate oxidase precursor, putative"
mips_11_07_03
at_At3g13400 mips_01_20 "pollen specific protein, putative"
mips_01_20_17
mips_01_20_17_01
mips_11_07
mips_11_07_03
mips_11_07_99
mips_30_01
at_At4g16760 - mips_01_06_04 "acyl-CoA oxidase like protein"
mips_40_19
at_At4g25240 mips_01_05 "Pollen-specific protein precursor like"
mips_01_20_17
mips_01_20_17_01
mips_11_07_03
mips_11_07_99
mips_30
at_At4g37160 mips_01_20_17 "pectinesterase like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_30_01
at_At4g39830 mips_01_07 "putative L-ascorbate oxidase"
mips_01_07_04
mips_01_20_17
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g01050 mips_01_20_17 "laccase -like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g48100 mips_01_20_17_01 "laccase (diphenol oxidase)"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g51480 mips_01_20_17_01 "predicted GPI-anchored protein"
mips_11_07_03
mips_11_07_99
at_At5g58910 mips_01_20_17_01 "laccase precursor - like protein"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g05390 mips_01_20_17 "laccase (diphenol oxidase)"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
at_At5g07130 mips_01_20_17 "laccase-like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
at_At2g29130 mips_01_20_17_01 "putative laccase (diphenol oxidase)"
mips_01_20_99
mips_11_07_03
mips_11_07_99
Training Accuracy: 19/20 (95.00%)
Training Frequency class 'mips_11_07_03': 56/4529 (1.24%)
Evaluation on validation data (2278 items):
at_At1g55570 mips_01_20_17_01 "overlap with bases 100,099-109,160 of 'IGF' clone F20N2, gb|AC002328. This region is annotated in the F20N2 entry, gb|AC002328"
mips_11_07_03
at_At1g21860 mips_01_20_17_01 "pectinesterase, putative"
mips_01_20_99
mips_11_07_03
at_At1g76160 mips_01_20_17 "putative protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
at_At4g38420 mips_01_20_17_01 "pectinesterase like protein"
mips_11_07_03
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_11_07_03': 36/2278 (1.58%)
Evaluation on propertest data (3835 items):
at_At1g23010 mips_01_20_17_01 "unknown protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_01
mips_08_19
mips_11_05_01_03
mips_11_05_01_99
mips_11_07_03
mips_11_07_07
mips_11_07_99
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_34
mips_40_34_09
mips_67_04_01
mips_67_04_01_01
at_At1g41830 mips_01_20_17_01 "pectinesterase, putative"
mips_01_20_99
mips_11_07_03
at_At1g55560 mips_01_20_17_01 ""
mips_11_07_03
mips_11_07_99
at_At2g23630 mips_01_20_17_01 "putative pectinesterase"
mips_11_07_03
mips_11_07_99
at_At2g40370 mips_01_20_17_01 "putative laccase (diphenol oxidase)"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At2g46570 mips_01_20_17_01 "diphenol oxidase like protein"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At3g09220 mips_01_20_17 "putative laccase"
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At4g22010 mips_01_20_17 "pectinesterase like protein"
mips_01_20_17_01
mips_11_07_03
mips_11_07_99
at_At4g28090 mips_01_20_17 "pectinesterase like protein"
mips_01_20_17_01
mips_11_07_03
at_At4g33150 - mips_01_01 "lysine-ketoglutarate reductase/saccharopine dehydrogenase (LKR/SDH)"
mips_01_01_01
at_At5g09360 mips_01_20_17 "laccase-like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
at_At5g60020 mips_01_20_17_01 "laccase - like protein"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g66920 mips_01_20_17 "pectinesterase like protein"
mips_01_20_17_01
mips_11_07
mips_11_07_03
mips_30_01
at_At5g01040 mips_01 "laccase -like protein"
mips_01_07
mips_01_07_04
mips_01_20
mips_01_20_17
mips_01_20_17_01
mips_01_20_99
mips_11
mips_11_07
mips_11_07_03
mips_11_07_99
mips_99
at_At5g01190 mips_01_20_17_01 "laccase - like protein"
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g03260 mips_01_20_17 "laccase (diphenol oxidase)-like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
mips_11_07_99
at_At5g21100 mips_01_07_04 "ascorbate oxidase-like protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07_03
mips_11_07_99
at_At5g48450 mips_01_20_17 "putative protein"
mips_01_20_17_01
mips_01_20_99
mips_11_07
mips_11_07_03
Propertest Accuracy: 17/18 (94.44%)
Propertest Frequency class 'mips_11_07_03': 49/3835 (1.28%)
New (unknown) data (2278 items):
------------------
Rule 4119
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,spirurida) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,membrane),desc(_2,type) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,homolog) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,rodentia),keyword(_2,polymorphism) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,mycobacterium) = 1
-> class mips_11_07_03 "detoxification by modification"
Evaluation on training data (4529 items):
at_At1g19250 mips_01_01 "hypothetical protein"
mips_01_01_99
mips_02
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g23800 mips_01_20_05 "putative aldehyde dehydrogenase NAD+"
mips_02_16
mips_02_16_01
mips_02_99
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
at_At1g44170 mips_01_20_05 "puative aldehyde dehydrogenase"
mips_11_07
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At1g48910 mips_01_02_01 "hypothetical protein"
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_07
mips_01_20_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g62570 mips_01_02 "similar to glutamate synthase"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
at_At1g62600 mips_01_02 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
at_At1g63340 mips_01_01_99 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g74920 mips_01_20_05 "betaine aldehyde dehydrogenase like protein"
mips_01_20_17_01
mips_02_16
mips_02_16_01
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
at_At1g79440 mips_01_20_05 "succinic semialdehyde dehydrogenase 1 (SSADH1)"
mips_02_16
mips_02_16_01
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At4g34240 mips_01_07 "aldehyde dehydrogenase like protein"
mips_01_20
mips_01_20_05
mips_02_01
mips_11_07_03
mips_40_16
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At2g24270 mips_01_20_05 "putative NADP-dependent glyceraldehyde-3-phosphate dehydrogenase"
mips_02_16
mips_02_16_01
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
at_At2g33230 mips_01_02 "putative flavin-containing monooxygenase"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At2g39800 - mips_01_01_01 "delta-1-pyrroline 5-carboxylase synthetase (P5C1)"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10_01
mips_02_99
mips_13_11_03
mips_13_11_03_13
mips_63_13
mips_63_13_99
mips_67_15
at_At1g12140 mips_02 "hypothetical protein"
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_40_16
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g12200 mips_01_02 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_40_27
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At4g28720 mips_01_07 "putative protein"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At4g36250 mips_01_07 "aldehyde dehydrogenase like protein"
mips_01_20_05
mips_11_07
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At5g07800 mips_01_01 "dimethylaniline monooxygenase-like protein"
mips_01_01_99
mips_02
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
Training Accuracy: 17/18 (94.44%)
Training Frequency class 'mips_11_07_03': 56/4529 (1.24%)
Evaluation on validation data (2278 items):
at_At1g04180 mips_01_07 "putative dimethylaniline monooxygenase"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g62540 mips_01_02 "unknown protein"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g62580 mips_01_02 "similar to flavin-containing monooxygenase form 2 (sp|Q28505); similar to ESTs gb|T88100, gb|R30018, and gb|T23015"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g62620 mips_01_02 "similar to flavin-binding monooxygenase (Z71258); similar to ESTs gb|R30018, gb|T23015, and gb|T88100"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g21430 mips_01_02 "flavin-containing monooxygenases, putative"
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_20_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g54100 mips_01_06 "putative protein"
mips_01_07
mips_01_20
mips_01_20_05
mips_11_07
mips_11_07_03
mips_40_16
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At1g65860 mips_02 ""
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
mips_63_99
at_At2g14200 mips_01_07 "F15N24.6"
mips_01_20_05
mips_11_07
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
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_At3g66658 mips_01_20_05 "betaine aldehyde dehydrogenase, putative"
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
at_At4g13260 mips_01_02_01 "putative protein"
mips_01_02_01_09
mips_01_02_01_09_99
mips_01_07
mips_01_20_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At5g11320 mips_02 "putative protein"
mips_01_07
mips_01_20
mips_01_20_99
mips_02_11
mips_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_99
at_At5g43890 mips_01 "dimethylaniline monooxygenase-like"
mips_02
mips_01_07
mips_01_20
mips_01_20_99
mips_02_11
mips_11
mips_11_07
mips_11_07_03
mips_14
mips_14_04
mips_25
mips_25_05
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_98
at_At5g45180 mips_02 "dimethylaniline monooxygenase (N-oxide-forming)-like protein"
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
Validation Accuracy: 13/14 (92.86%)
Validation Frequency class 'mips_11_07_03': 36/2278 (1.58%)
Evaluation on propertest data (3835 items):
at_At1g04610 mips_01_07 "putative dimethylaniline monooxygenase"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g62560 mips_01_01_99 "similar to flavin-containing monooxygenase (sp|P36366); similar to ESTs gb|R30018, gb|H36886, gb|N37822, and gb|T88100"
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_25_05_25
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g63370 mips_01_02_01 "flavin-binding monooxygenase, putative"
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g12130 mips_01_01_99 "hypothetical protein"
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_40_07
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At1g12160 mips_01_02_01 "hypothetical protein"
mips_01_02_01_09
mips_01_02_01_09_99
mips_11_07_03
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At3g48000 mips_01_07 "aldehyde dehydrogenase (NAD+)-like protein"
mips_01_20_05
mips_02_16
mips_02_16_01
mips_02_99
mips_11_07
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67_15
at_At3g48170 mips_01_20_05 "betaine aldehyde dehydrogenase-like protein"
mips_01_20_17_01
mips_11_07_03
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
at_At4g32540 mips_01_07 "dimethylaniline monooxygenase - like protein"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At5g25620 mips_01_07 "unknown protein"
mips_01_20_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At5g61290 mips_01_01 "putative protein"
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_99
mips_02_11
mips_11_07
mips_11_07_03
mips_25_05_25
mips_47
mips_47_03
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_63_21
mips_63_21_05
mips_63_21_07
at_At5g62530 mips_01 "delta-1-pyrroline-5-carboxylate dehydrogenase precursor (P5CDH)"
mips_02
mips_01_05
mips_01_06
mips_01_07
mips_01_20
mips_01_20_05
mips_02_16
mips_02_16_01
mips_11
mips_11_07
mips_11_07_03
mips_40
mips_40_03
mips_40_16
mips_63
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_07
mips_67
mips_67_15
Propertest Accuracy: 11/11 (100.00%)
Propertest Frequency class 'mips_11_07_03': 49/3835 (1.28%)
New (unknown) data (2278 items):
at_At1g55980 - no entry null
at_At1g56000 - no entry null
at_At4g05020 - mips_02_08 "unknown protein"
mips_02_13
------------------
Rule 3016
eval(_1,_2,4.0e-3-0.1),classification(_2,streptomycineae) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,solanum) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,pseudomonadales) = 0
eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,667.0-1005.0),classification(_2,saccharomyces) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,fungi),keyword(_2,hydrolase) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,caenorhabditis),keyword(_2,developmental_protein) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,smart) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,candida_albicans__yeast_),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,ascomycota),desc(_2,probable) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),classification(_2,mus) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 1
-> class mips_30_10_05 "nuclear membrane"
Evaluation on training data (4529 items):
at_At1g23180 mips_06 "unknown protein"
mips_06_04
mips_08_01
mips_30
mips_30_10_05
mips_40
mips_40_10
mips_40_10_05
mips_63_01
at_At1g32880 mips_06_04 "hypothetical protein"
mips_08
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
at_At1g60190 mips_08_01 ""
mips_30_10_05
mips_40_10_05
at_At1g71020 mips_08_01 "unknown protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At1g09270 mips_08_01 "putative importin beta binding domain"
mips_30_10
mips_30_10_05
mips_40_10_05
mips_67_01
mips_67_01_05
at_At3g19380 mips_05 "hypothetical protein"
mips_06_04
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
at_At3g26600 mips_08_01 "unknown protein"
mips_30_10_05
mips_40_10_05
at_At3g46510 mips_06_04 "arm repeat containing protein homolog"
mips_08_01
mips_13_07
mips_30_10_05
mips_40_10_05
at_At4g16490 mips_03 "hypothetical protein"
mips_03_01
mips_03_01_05
mips_03_01_05_03
mips_06_04
mips_08_01
mips_30
mips_30_10
mips_30_10_05
mips_40_03
mips_40_10_05
mips_63_01
at_At4g31890 mips_08_01 "putative protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At5g50900 - mips_08_01 "unknown protein"
mips_40_10_05
at_At5g03070 mips_08_01 "importin alpha - like protein"
mips_30_10
mips_30_10_05
mips_40_10_05
Training Accuracy: 11/12 (91.67%)
Training Frequency class 'mips_30_10_05': 12/4529 (0.26%)
Evaluation on validation data (2278 items):
at_At1g29340 mips_08_01 "arm repeat-containing protein, putative"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At1g10560 mips_06 "unknown protein"
mips_06_04
mips_06_10
mips_08_01
mips_08_22
mips_10
mips_10_01_01
mips_30
mips_30_10_05
mips_40_04
mips_40_10
mips_40_10_05
mips_67
mips_67_01
mips_67_01_05
at_At3g51980 - mips_40_10_05 "hypothetical protein"
at_At3g07940 - mips_10_01_05 "putative GTPase activating protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_01
mips_63_17
mips_63_17_09
at_At5g13060 - mips_08_13 "unknown protein"
mips_40_10_05
at_At5g61980 - mips_62_02_01_01 "GCN4-complementing protein - like"
at_At5g62560 mips_06_04 "putative protein"
mips_08_01
mips_10_01
mips_10_01_01
mips_30
mips_30_10_05
mips_40_10_05
at_At5g01830 mips_06 "putative protein"
mips_08_01
mips_10
mips_10_01_01
mips_30_10
mips_30_10_05
mips_40_10
mips_40_10_05
mips_63_01
Validation Accuracy: 4/8 (50.00%)
Validation Frequency class 'mips_30_10_05': 8/2278 (0.35%)
Evaluation on propertest data (3835 items):
at_At1g23030 - mips_03_01_05_03 "unknown protein"
mips_08_01
mips_40_10_05
at_At1g24330 - mips_08_01 "hypothetical protein"
mips_67_01
mips_67_01_05
at_At1g67530 mips_08_01 "hypothetical protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At1g10870 - mips_62_02_01 "BRCA1-associated RING domain protein isolog"
mips_62_02_01_01
at_At3g06720 mips_03_01_05 "importin alpha"
mips_03_01_05_03
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
at_At3g54790 - mips_13_07 "putative protein"
mips_40_10_05
at_At3g54850 mips_08_01 "putative protein"
mips_13_07
mips_30_10_05
at_At3g01400 mips_03_01_05_03 "unknown protein"
mips_08_01
mips_30_10_05
mips_40_10_05
at_At5g19330 - mips_08_13 "putative protein"
mips_40_10_05
at_At5g52000 mips_08_01 "importin alpha subunit"
mips_30_10
mips_30_10_05
mips_40_10_05
mips_67_01
mips_67_01_05
at_At5g58680 mips_08_01 "unknown protein"
mips_30_10_05
mips_40_10_05
Propertest Accuracy: 6/11 (54.55%)
Propertest Frequency class 'mips_30_10_05': 13/3835 (0.34%)
New (unknown) data (2278 items):
at_At2g20190 - no entry null
at_At3g18530 - no entry null
at_At4g04680 - no entry null
at_At4g15830 - no entry null
at_At5g37290 - no entry null
at_At5g55000 - mips_67_01 "FH protein interacting protein FIP2 (gb|AAF14550.1)"
at_At1g14300 - no entry null
at_At5g06350 - mips_14 "putative protein"
mips_14_04
mips_25
mips_25_05
mips_99
at_At5g09800 - no entry null
------------------
Rule 3025
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,solanum) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,pseudomonadales) = 0
eval(_1,_2,4.0e-3-0.1),keyword(_2,nuclear_protein),desc(_2,type) = 0
eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,667.0-1005.0),classification(_2,saccharomyces) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,saccharomyces),db_ref(_2,smart) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,smart) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,canis),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,ascomycota),desc(_2,probable) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,schizosaccharomyces),desc(_2,factor) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),classification(_2,mus) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 1
-> class mips_40_10_05 "nuclear membrane"
Evaluation on training data (4529 items):
at_At1g23180 mips_06 "unknown protein"
mips_06_04
mips_08_01
mips_30
mips_30_10_05
mips_40
mips_40_10
mips_40_10_05
mips_63_01
at_At1g32880 mips_06_04 "hypothetical protein"
mips_08
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
at_At1g49780 mips_08_01 "hypothetical protein"
mips_40_10_05
at_At1g60190 mips_08_01 ""
mips_30_10_05
mips_40_10_05
at_At1g61350 mips_40_10_05 "unknown"
at_At1g68940 mips_06_10 "hypothetical protein"
mips_08_01
mips_40_10_05
mips_67_01
mips_67_01_05
at_At1g71020 mips_08_01 "unknown protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At1g09270 mips_08_01 "putative importin beta binding domain"
mips_30_10
mips_30_10_05
mips_40_10_05
mips_67_01
mips_67_01_05
at_At2g27430 mips_03_01 "hypothetical protein"
mips_03_01_05
mips_03_01_05_03
mips_05
mips_06_04
mips_40_10_05
at_At2g28830 - mips_06_10 "unknown protein"
mips_08_01
mips_08_22
mips_30_10
mips_30_10_05
mips_67_01
mips_67_01_05
at_At3g19380 mips_05 "hypothetical protein"
mips_06_04
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
at_At3g26600 mips_08_01 "unknown protein"
mips_30_10_05
mips_40_10_05
at_At3g46510 mips_06_04 "arm repeat containing protein homolog"
mips_08_01
mips_13_07
mips_30_10_05
mips_40_10_05
at_At4g16490 mips_03 "hypothetical protein"
mips_03_01
mips_03_01_05
mips_03_01_05_03
mips_06_04
mips_08_01
mips_30
mips_30_10
mips_30_10_05
mips_40_03
mips_40_10_05
mips_63_01
at_At4g31890 mips_08_01 "putative protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At5g50900 mips_08_01 "unknown protein"
mips_40_10_05
at_At5g02150 mips_40_10_05 "putative protein"
at_At5g03070 mips_08_01 "importin alpha - like protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At1g01830 mips_03_01_05 "unknown protein"
mips_03_01_05_03
mips_03_03_01_01
mips_08_01
mips_30_10
mips_40_10_05
mips_40_10_99
Training Accuracy: 18/19 (94.74%)
Training Frequency class 'mips_40_10_05': 50/4529 (1.10%)
Evaluation on validation data (2278 items):
at_At1g29340 mips_08_01 "arm repeat-containing protein, putative"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At1g10560 mips_06 "unknown protein"
mips_06_04
mips_06_10
mips_08_01
mips_08_22
mips_10
mips_10_01_01
mips_30
mips_30_10_05
mips_40_04
mips_40_10
mips_40_10_05
mips_67
mips_67_01
mips_67_01_05
at_At1g13320 - mips_03_03_01_01 "hypothetical protein"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_03
mips_14_01
mips_14_01_03
mips_14_01_03_01
mips_14_01_03_99
mips_14_01_05
mips_14_01_05_01
mips_14_01_99
at_At2g05810 mips_08_01 "hypothetical protein"
mips_30_10
mips_30_10_05
mips_40_10_05
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_At3g51980 mips_40_10_05 "hypothetical protein"
at_At3g60350 mips_05 "Arm repeat containing protein - like"
mips_06_04
mips_40_10_05
at_At3g07940 - mips_10_01_05 "putative GTPase activating protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_01
mips_63_17
mips_63_17_09
at_At4g21350 - mips_03_01_05_03 "putative protein"
at_At5g07120 - mips_06_04 "putative protein"
mips_06_07
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_40_08
at_At5g13060 mips_08_13 "unknown protein"
mips_40_10_05
at_At5g61980 - mips_62_02_01_01 "GCN4-complementing protein - like"
at_At5g62560 mips_06_04 "putative protein"
mips_08_01
mips_10_01
mips_10_01_01
mips_30
mips_30_10_05
mips_40_10_05
at_At5g65920 mips_06_04 "Unknown protein (At5g65920; K14B20.9)"
mips_06_10
mips_08_01
mips_10_01
mips_10_01_01
mips_30
mips_30_10_05
mips_40_10_05
mips_67
mips_67_01
mips_67_01_05
at_At5g01830 mips_06 "putative protein"
mips_08_01
mips_10
mips_10_01_01
mips_30_10
mips_30_10_05
mips_40_10
mips_40_10_05
mips_63_01
Validation Accuracy: 9/15 (60.00%)
Validation Frequency class 'mips_40_10_05': 26/2278 (1.14%)
Evaluation on propertest data (3835 items):
at_At1g23030 mips_03_01_05_03 "unknown protein"
mips_08_01
mips_40_10_05
at_At1g24330 - mips_08_01 "hypothetical protein"
mips_67_01
mips_67_01_05
at_At1g67530 mips_08_01 "hypothetical protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At1g10870 - mips_62_02_01 "BRCA1-associated RING domain protein isolog"
mips_62_02_01_01
at_At3g05720 mips_03_01 "putative importin alpha"
mips_03_01_05
mips_03_01_05_03
mips_03_03
mips_03_03_01
mips_06_04
mips_08_01
mips_40_10_05
mips_40_10_99
at_At3g06720 mips_03_01_05 "importin alpha"
mips_03_01_05_03
mips_08_01
mips_30_10
mips_30_10_05
mips_40_10_05
at_At3g51770 - mips_01 "putative protein"
mips_03
mips_03_03
mips_03_03_01
mips_05
mips_06
mips_06_07
mips_10
mips_20
mips_40
mips_40_03
mips_40_10
mips_40_10_99
mips_63
mips_63_01
mips_99
at_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_At3g54790 mips_13_07 "putative protein"
mips_40_10_05
at_At3g54850 - mips_08_01 "putative protein"
mips_13_07
mips_30_10_05
at_At5g14510 mips_08_01 "putative protein"
mips_30_10
mips_30_10_05
mips_40_10_05
at_At5g19330 mips_08_13 "putative protein"
mips_40_10_05
at_At5g52000 mips_08_01 "importin alpha subunit"
mips_30_10
mips_30_10_05
mips_40_10_05
mips_67_01
mips_67_01_05
at_At5g58680 mips_08_01 "unknown protein"
mips_30_10_05
mips_40_10_05
Propertest Accuracy: 10/14 (71.43%)
Propertest Frequency class 'mips_40_10_05': 50/3835 (1.30%)
New (unknown) data (2278 items):
at_At1g26760 - no entry null
at_At2g20190 - no entry null
at_At2g22130 - no entry null
at_At3g18530 - no entry null
at_At4g15830 - no entry null
at_At5g37290 - no entry null
at_At5g55000 - mips_67_01 "FH protein interacting protein FIP2 (gb|AAF14550.1)"
at_At5g66200 - no entry null
at_At5g58550 - no entry null
at_At1g76630 - no entry null
at_At1g77460 - no entry null
at_At1g14300 - no entry null
at_At5g06350 - mips_14 "putative protein"
mips_14_04
mips_25
mips_25_05
mips_99
at_At5g09800 - no entry null
------------------
Rule 1375
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,cyanobacteria) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,pisum) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,hssp),desc(_2,in) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,genew) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,gastropoda),db_ref(_2,embl) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),classification(_2,oryctolagus) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,zinc) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),desc(_2,intergenic) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,euteleostomi) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,oryctolagus) = 0
-> class mips_62_02_01 "enzymatic activity regulation / enzyme regulator"
Evaluation on training data (4529 items):
at_At1g14750 mips_03_01 "cyclin, putative"
mips_03_01_03
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At1g16330 mips_03_03_04 "putative mitotic cyclin"
mips_03_03_04_07
mips_14_04_03_01
mips_62_02_01
mips_62_02_01_01
at_At1g35440 mips_03_03_01_01 "hypothetical protein"
mips_03_03_04
mips_03_03_04_07
mips_40_10_03
mips_62_02_01_01
at_At1g44110 mips_03_03 "mitotic cyclin a2-type, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At1g76310 mips_03_03_02 "putative G2/mitotic-specific cyclin 1 (B-like cyclin)"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_14_04_03_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g80370 mips_03_03_01_01 "putative cyclin"
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_62_02_01_01
at_At4g34160 mips_03_03_04 "cyclin delta-3"
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_14_04_03_01
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At2g17620 mips_03_03 "putative cyclin 2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_30_04
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At2g26430 mips_03 "cyclin like protein"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_04_05_01
mips_04_05_01_04
mips_25_05
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At2g27970 mips_03_03_01_01 "putative cyclin-dependent kinase regulatory subunit"
mips_03_03_01_01_03
mips_03_03_01_01_09
mips_06_07_03
mips_14_01_01
mips_14_01_99
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At3g50070 mips_03_03 "cyclin D3-like protein"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_40_08
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At4g03270 mips_03_03_01 "putative D-type cyclin"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_25_05_25
mips_62_02_01_01
at_At5g11300 mips_03_03_04 "cyclin 3b"
mips_03_03_04_07
mips_14_04_03_01
mips_62_02_01_01
at_At5g43080 mips_03_01_03 "cyclin A-type"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_25_05_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At5g45190 mips_03_03_01_01 "putative protein"
mips_03_03_04
mips_03_03_04_07
mips_40_10_03
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At5g48630 mips_03_03_02 "cyclin C-like protein"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g15570 mips_03_03_04 "putative cyclin (At1g15570)"
mips_03_03_04_07
mips_14_04_03_01
mips_62_02_01_01
at_At5g02110 mips_03 "putative protein"
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_62_02_01_01
Training Accuracy: 18/18 (100.00%)
Training Frequency class 'mips_62_02_01': 196/4529 (4.33%)
Evaluation on validation data (2278 items):
at_At1g27630 mips_03_03_01_01 "putative cyclin"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At1g47210 mips_03_03_01_01 "cyclin like protein"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g47220 mips_03_03_02 "cyclin, putative"
mips_03_03_04
mips_03_03_04_07
mips_14_04_03_01
mips_62_02_01_01
at_At1g77390 mips_03 ""
mips_03_03_01
mips_03_03_04
mips_03_03_04_07
mips_10
mips_10_01_05
mips_10_01_05_01
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63_01
at_At1g20610 mips_03 "hypothetical protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_01
mips_25
mips_25_05
mips_25_05_25
mips_40_03
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At2g38280 - mips_01_03_01 "AMP deaminase like protein"
mips_01_03_01_01
mips_02_99
mips_20_25_09
mips_20_25_09_03
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47_03_11
mips_47_03_11_07
at_At4g35620 mips_03_03_01_01 "cyclin 2b protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At4g37490 mips_03 "cyclin cyc1"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_01
mips_25_05
mips_40
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63_01
at_At5g10440 mips_03_03_01 "cyclin protein - like"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_14_04_03_01
mips_62_02_01_01
at_At5g48640 mips_03_03_01_01 "cyclin C-like protein"
mips_03_03_04
mips_03_03_04_07
mips_40_10_03
mips_62_02_01_01
Validation Accuracy: 9/10 (90.00%)
Validation Frequency class 'mips_62_02_01': 106/2278 (4.65%)
Evaluation on propertest data (3835 items):
at_At1g47230 mips_03_03_01 "cyclin like protein"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_25_05_25
mips_40_08
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g65380 - mips_08_13 "putative protein"
mips_11_05_01
at_At1g70210 mips_03_01_03 "hypothetical protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_14_04_03_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g20590 mips_03 "hypothetical protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_01
mips_25
mips_25_05
mips_25_05_25
mips_40
mips_40_03
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63
mips_63_01
at_At1g34450 mips_03_03 "cyclin, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At2g22490 mips_03_03_01_01 "putative cyclin D"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At2g27960 mips_03_03_01_01 "putative cyclin-dependent kinase regulatory subunit"
mips_03_03_01_01_03
mips_03_03_01_01_09
mips_06_07_03
mips_14_01_01
mips_14_01_99
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At2g26760 mips_03_03_01_01 "putative cyclin"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_40_08
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At3g11520 mips_03_03_01_01 "cyclin box"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_40_08
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At3g49750 - mips_10 "putative protein"
mips_10_01
mips_10_01_01
mips_10_05
mips_99
at_At3g04840 - mips_05_01 "putative 40S ribosomal protein S3A (S phase specific)"
mips_05_01_01
mips_14_04_03
mips_14_04_03_03
mips_63_03_03
at_At4g19560 mips_40_10_03 "putative protein"
mips_62_02_01_01
at_At4g19600 mips_03_03_01 "putative protein"
mips_03_03_04
mips_03_03_04_07
mips_62_02_01
mips_62_02_01_01
at_At4g34670 - mips_05_01 "Putative S-phase-specific ribosomal protein"
mips_05_01_01
mips_63_03_03
at_At4g37630 mips_03_03_04 "putative protein"
mips_03_03_04_07
mips_10_01_05_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At5g07880 - mips_08_07 "SNAP25 - like protein"
mips_13_03
mips_13_03_01
at_At5g27620 mips_03_03_04 "cyclin H (AtCycH1)"
mips_03_03_04_07
mips_04_05_01_01
mips_62_01_07
mips_62_02_01_01
at_At5g65420 mips_03_03_04 "D-type cyclin (emb|CAB41347.1)"
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At5g67260 mips_03 "cyclin D3-like protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_10_01
mips_10_01_05
mips_10_01_05_01
mips_40_08
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63_01
Propertest Accuracy: 14/19 (73.68%)
Propertest Frequency class 'mips_62_02_01': 176/3835 (4.59%)
New (unknown) data (2278 items):
at_At1g74200 - no entry null
at_At3g28890 - no entry null
at_At5g27060 - mips_08_13 "resistance protein - like"
at_At5g36010 - no entry null
at_At3g28010 - no entry null
at_At5g35860 - no entry null
at_At5g49790 - no entry null
at_At5g51350 - no entry null
at_At2g02780 - no entry null
at_At3g12145 - mips_10_05 "leucine-rich repeat protein FLR1"
at_At3g58890 - no entry null
at_At4g18760 - no entry null
at_At5g45770 - mips_08_13 "predicted GPI-anchored protein"
------------------
Rule 4470
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,gammaproteobacteria),db_ref(_2,hamap) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),desc(_2,precursor) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transferase) = 0
-> class mips_67_50_05 "antiporters"
Evaluation on training data (4529 items):
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_At1g61800 mips_01_05 "Similar to glucose-6-phosphate/phosphate-translocator"
mips_01_05_01_03
mips_01_05_01_03_02
mips_04
mips_08_02
mips_10
mips_40_10
mips_40_26
mips_40_26_03
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_05
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_At1g12500 mips_01_05_01_03_02 "hypothetical protein"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
at_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_At4g32270 - 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
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_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_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_At5g04160 mips_08_02 "phosphate/phosphoenolpyruvate translocator - like protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50_05
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
Training Accuracy: 8/11 (72.73%)
Training Frequency class 'mips_67_50_05': 20/4529 (0.44%)
Evaluation on validation data (2278 items):
at_At1g06470 mips_01_05_01_03 "integral membrane protein, putative"
mips_01_05_01_03_02
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
at_At1g06890 mips_01_05_01 "unknown protein (At1g06890)"
mips_01_05_01_03
mips_01_05_01_03_02
mips_10_05
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At1g21870 mips_01_05_01_03_02 "glucose 6 phosphate/phosphate translocator, putative"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At1g53660 mips_08 "phosphate/phosphoenolpyruvate translocator precursor, putative"
mips_08_02
mips_10_05
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50
mips_67_50_05
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_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_At3g14410 - mips_01_05_01_03_02 "unknown protein"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
at_At3g17430 mips_01_05_01 "Unknown protein (At3g17430; MTO12.2)"
mips_01_05_01_03
mips_01_05_01_03_02
mips_08
mips_08_02
mips_10_05
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At3g11320 mips_08_02 "hypothetical protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_50
mips_67_50_05
at_At4g03950 mips_08_02 "putative glucose-6-phosphate/phosphate-translocator"
mips_40_26
mips_40_26_03
mips_67_04_07
mips_67_07
mips_67_07_01
mips_67_50_05
at_At4g23010 - mips_01_05_07 "putative protein"
mips_40_22
mips_67_07
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_At5g46110 mips_01_05_01_03_02 "phosphate/triose-phosphate translocator precursor (gb|AAC83815.1)"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
Validation Accuracy: 12/14 (85.71%)
Validation Frequency class 'mips_67_50_05': 18/2278 (0.79%)
Evaluation on propertest data (3835 items):
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_At1g77610 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_05
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_At3g10290 mips_01_05_01_03 "unknown protein"
mips_01_05_01_03_02
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At3g59360 - mips_01_05_07 "transporter-like protein"
mips_06_07_02
mips_08_07_05
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
at_At3g01550 - mips_01_05_01_03 "putative phosphate/phosphoenolpyruvate translocator"
mips_01_05_01_03_02
mips_01_05_07
mips_08_02
mips_40_08
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_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_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_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_At5g28230 mips_08_02 "putative protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50_05
at_At5g45370 - mips_01_04 "nodulin-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_25_03
at_At5g57100 - mips_01_05 "unknown protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
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_At5g54800 mips_01_05_01 "glucose-6-phosphate/phosphate translocator"
mips_01_05_01_03
mips_01_05_01_03_02
mips_08
mips_08_02
mips_10_05
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
Propertest Accuracy: 8/14 (57.14%)
Propertest Frequency class 'mips_67_50_05': 26/3835 (0.68%)
New (unknown) data (2278 items):
at_At1g14360 - mips_40_22 "putative UDP-galactose transporter MSS4"
mips_67_07
at_At1g57990 - no entry null
at_At1g60050 - mips_25_03 "hypothetical protein"
at_At2g33750 - no entry null
at_At1g09860 - no entry null
at_At3g28070 - mips_25 "unknown protein"
mips_25_03
mips_98
mips_99
at_At3g59310 - no entry null
at_At4g18210 - no entry null
at_At4g19180 - no entry null
at_At4g32140 - no entry null
at_At1g19770 - no entry null
at_At1g57980 - no entry null
at_At3g46180 - mips_40_22 "putative protein"
mips_67_07
at_At1g48230 - no entry null
at_At1g28220 - no entry null
at_At1g28230 - no entry null
at_At2g24220 - no entry null
at_At3g28050 - no entry null
at_At4g18220 - no entry null
at_At5g12170 - no entry null
------------------
Rule 4455
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,plasmodium),keyword(_2,membrane) = 0
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,oxidoreductase),db_ref(_2,pir) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,synechococcus),db_ref(_2,prosite) = 1
-> class mips_67_50_25 "ABC transporters"
Evaluation on training data (4529 items):
at_At1g17260 mips_01 "H+-transporting ATPase AHA10"
mips_40
mips_40_02
mips_63
mips_63_01
mips_63_19
mips_67
mips_67_04
mips_67_50
mips_67_50_22
mips_67_50_25
mips_99
at_At1g17840 mips_01_07 "putative ABC transporter (At1g17840)"
mips_67_10
mips_67_28
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_At1g28010 mips_67_50 "hypothetical protein"
mips_67_50_25
at_At1g30400 mips_67_50_25 "AtMRP1"
at_At1g51460 mips_01_06_13 "ATP-dependent transmembrane transporter, putative"
mips_01_07_01
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
at_At1g53390 mips_01_06_13 "putative ABC transporter gb|AAD31586.1"
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_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_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_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_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_At2g13610 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_01_07
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_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_At2g28070 mips_01 "putative ABC transporter"
mips_01_06
mips_01_06_13
mips_01_07
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19
mips_63_19_03
mips_67
mips_67_10
mips_67_13
mips_67_50_25
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_At1g10130 mips_13_05 "putative calcium ATPase"
mips_13_07
mips_25_05_09
mips_63_17_01
mips_67_50_25
at_At3g13080 mips_67_50_25 "ABC transporter, putative"
at_At3g13220 mips_01_06_13 "ABC transporter"
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
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_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_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_At3g28860 mips_14_04 "P-glycoprotein, putative"
mips_63_19
mips_67
mips_67_50_25
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_At3g47730 mips_67_50 "ABC-type transport protein-like protein"
mips_67_50_25
at_At3g47740 mips_67_50 "ABC-type transport protein-like protein"
mips_67_50_25
at_At3g47750 mips_67_50_25 "ABC-type transport protein-like protein"
at_At3g47790 mips_01_06 "ABC-type transport protein-like protein"
mips_67_04
mips_67_13
mips_67_50_25
at_At3g53480 mips_01_06_13 "ABC transporter - like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At3g55090 mips_01_06_13 "ABC transporter - like protein"
mips_01_07_01
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_At3g55130 mips_01_06 "ABC transporter - like protein"
mips_01_06_13
mips_08
mips_11
mips_11_07
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_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_At4g27420 mips_01_06 "putative protein"
mips_01_06_13
mips_01_07
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At4g28620 mips_30_25 "ABC transporter - like protein"
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_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_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_At5g52860 mips_01_06_13 "ABC transporter-like protein"
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_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_At5g57350 mips_02_45 "plasma membrane ATPase 3 (proton pump) (sp|P20431)"
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_At5g61690 mips_67_13 "ABC transport protein - like"
mips_67_50_25
at_At5g06530 mips_01_07_01 "ABC transporter like protein"
mips_63_19_03
mips_67_10
mips_67_28
mips_67_50
mips_67_50_25
at_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_At5g60740 mips_40 "xABC transporter - like protein"
mips_63_19
mips_67
mips_67_10
mips_67_50_25
Training Accuracy: 49/50 (98.00%)
Training Frequency class 'mips_67_50_25': 115/4529 (2.54%)
Evaluation on validation data (2278 items):
at_At1g51500 mips_01_06_13 "ATP-dependent transmembrane transporter, putative"
mips_01_07
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
at_At1g09930 - mips_14 "unknown protein"
mips_14_04
mips_14_04_03
mips_14_04_03_03
mips_67
mips_67_11
mips_67_99
mips_98
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_At2g34660 mips_67_50 "MRP-like ABC transporter"
mips_67_50_25
at_At2g37360 mips_01_06_13 "putative ABC transporter"
mips_01_07
mips_01_07_01
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50_25
at_At2g39350 mips_01_07_01 "putative ABC transporter"
mips_67_10
mips_67_50_25
at_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_At2g41700 mips_08 "ATP-binding cassette transporter ABCA1"
mips_63
mips_63_19
mips_67
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_At3g55100 mips_01_06 "ABC transporter - like protein"
mips_01_06_13
mips_01_07
mips_01_07_01
mips_08
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_At3g59140 mips_67_50_25 "ABC transporter-like protein"
at_At3g62700 mips_67_50_25 "ABC transporter-like protein"
at_At3g13090 mips_67_50_25 "ABC transporter like protein"
at_At4g01010 - mips_06_10 "cyclic nucleotide gated channel (CNGC4) like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At5g19410 mips_01_06 "membrane transporter - like protein"
mips_01_06_13
mips_08
mips_40_02
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
at_At5g61740 mips_05_01 "ABC family transporter - like protein"
mips_05_01_01
mips_40_07
mips_67_04
mips_67_13
mips_67_50
mips_67_50_25
Validation Accuracy: 14/16 (87.50%)
Validation Frequency class 'mips_67_50_25': 38/2278 (1.67%)
Evaluation on propertest data (3835 items):
at_At1g30410 mips_08 "hypothetical protein"
mips_40_02
mips_67_50
mips_67_50_25
at_At1g30420 mips_67_50 "hypothetical protein"
mips_67_50_25
at_At1g31770 mips_01_07 "unknown protein"
mips_01_07_01
mips_08
mips_40_02
mips_67_10
mips_67_50
mips_67_50_25
at_At1g04120 mips_67_50_25 "multi-drug resistance protein"
at_At1g53270 mips_01_06_13 "putative ABC transporter emb|AAD22683.1"
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At1g54350 mips_67_50 "hypothetical protein"
mips_67_50_25
at_At1g71960 mips_01_07_01 "putative ABC transporter"
mips_67_10
mips_67_50
mips_67_50_25
at_At2g36380 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50_25
at_At2g37280 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_11
mips_11_07
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50_25
at_At2g47800 mips_67_50 "MRP-like ABC transporter"
mips_67_50_25
at_At2g01320 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_01_07
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_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_At3g25620 mips_01_06 "membrane transporter, putative"
mips_01_06_13
mips_01_07
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_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_At3g42640 mips_67_50_22 "plasma membrane H+-ATPase-like protein"
mips_67_50_25
at_At3g47760 mips_08 "ABC-type transport protein-like protein"
mips_40
mips_40_16
mips_63
mips_63_19
mips_67
mips_67_50
mips_67_50_25
at_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_At3g52310 mips_01_07_01 "ABC transporter-like protein"
mips_67_10
mips_67_28
mips_67_50
mips_67_50_25
at_At3g53510 mips_01_06_13 "ABC transporter -like protein"
mips_01_07
mips_01_07_01
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At3g55110 mips_01_06_13 "ABC transporter - like protein"
mips_01_07
mips_01_07_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50_25
at_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_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_At4g25750 mips_01_06_13 "putative membrane transporter"
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
at_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_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_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_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_At5g53010 mips_40_02 "Ca2+-transporting ATPase-like protein"
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_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
at_At5g61700 mips_67_50_25 "ABC family transporter - like protein"
Propertest Accuracy: 30/31 (96.77%)
Propertest Frequency class 'mips_67_50_25': 72/3835 (1.88%)
New (unknown) data (2278 items):
at_At1g29310 - mips_08_99 "transport protein sec61 alpha subunit, putative"
mips_67_99
at_At1g69870 - mips_67_11 "unknown protein"
at_At1g01610 - no entry null
at_At2g34250 - mips_08_99 "putative protein transport protein SEC61 alpha subunit"
mips_67_99
at_At5g06090 - no entry null
at_At1g31820 - no entry null
at_At1g11670 - no entry null
at_At3g11430 - no entry null
at_At1g51420 - mips_99 "unknown protein"
at_At1g78720 - mips_06_04 "hypothetical protein"
mips_08
mips_08_99
mips_20
mips_40_07
mips_67_99
at_At2g38110 - no entry null
at_At3g27020 - no entry null
------------------
Rule 3069
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,xanthomonadales) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,betaproteobacteria),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 1
-> class mips_67_50_25 "ABC transporters"
Evaluation on training data (4529 items):
at_At1g02530 mips_67_28 "hypothetical protein"
mips_67_50
mips_67_50_25
at_At1g28010 mips_67_50 "hypothetical protein"
mips_67_50_25
at_At1g63270 mips_63_19_03 "hypothetical protein"
mips_67_50
mips_67_50_25
at_At1g65410 mips_08_04 "ABC transporter like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_19_03
mips_67_50
mips_67_50_25
at_At1g67940 mips_30_25 "ABC transporter like protein"
mips_63_19_03
mips_67_50
mips_67_50_25
at_At1g70610 mips_67_50 "transporter associated with antigen processing-like protein (TAP1)"
mips_67_50_25
at_At1g71330 mips_67_50 "putative ABC transporter"
mips_67_50_25
at_At1g73170 mips_01_01_07 "unknown protein"
mips_63_19_03
mips_67_10
mips_67_50_25
at_At3g54540 mips_05_07 "ABC transporter - like protein"
mips_08_16
mips_08_16_03
mips_67_50_25
at_At2g13610 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_01_07
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At2g28070 mips_01 "putative ABC transporter"
mips_01_06
mips_01_06_13
mips_01_07
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19
mips_63_19_03
mips_67
mips_67_10
mips_67_13
mips_67_50_25
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_At1g10680 mips_67_28 "putative P-glycoprotein-2 emb|CAA71277"
mips_67_50
mips_67_50_25
at_At3g10350 mips_08 "putative ATPase"
mips_08_01
mips_11_07
mips_30_03
mips_30_10
mips_30_10_07
mips_40_10_07
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_67_50
mips_67_50_22
mips_67_50_25
at_At3g12100 mips_08_16 "hypothetical protein"
mips_40_09
mips_40_22
mips_40_25
mips_67_04_01
mips_67_04_01_01
mips_67_50
mips_67_50_25
at_At3g13220 mips_01_06_13 "ABC transporter"
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At3g13640 mips_01_03 "RNase L inhibitor, putative"
mips_02
mips_01_03_16
mips_01_03_16_01
mips_02_11
mips_04_05
mips_04_05_05
mips_08
mips_11
mips_11_01
mips_13
mips_13_11
mips_14
mips_14_04
mips_25
mips_25_05
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_63_19
mips_67
mips_67_15
mips_67_50
mips_67_50_25
at_At3g21250 mips_40 "unknown protein"
mips_63
mips_63_19
mips_67
mips_67_50_25
at_At3g28345 mips_67_50 "P-glycoprotein, putative, 3'partial"
mips_67_50_25
at_At3g28390 mips_67_28 "P-glycoprotein, putative"
mips_67_50
mips_67_50_25
at_At3g28860 mips_14_04 "P-glycoprotein, putative"
mips_63_19
mips_67
mips_67_50_25
at_At3g47750 mips_67_50_25 "ABC-type transport protein-like protein"
at_At3g47770 mips_05_01 "ABC-type transport protein-like protein"
mips_05_01_01
mips_67
mips_67_13
mips_67_50
mips_67_50_25
at_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_At3g58810 mips_40_09 "zinc transporter -like protein"
mips_40_22
mips_40_25
mips_67_04_01
mips_67_04_01_01
mips_67_50_25
at_At3g60160 mips_67_50_25 "multi resistance protein homolog"
at_At3g62150 mips_01_06 "P-glycoprotein-like proetin"
mips_08
mips_40_02
mips_63_19
mips_67
mips_67_50
mips_67_50_25
at_At4g01820 mips_67_28 "P-glycoprotein-like protein pgp3"
mips_67_50
mips_67_50_25
at_At4g25450 mips_67_50 "putative protein"
mips_67_50_25
at_At4g27420 mips_01_06 "putative protein"
mips_01_06_13
mips_01_07
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At4g28620 mips_30_25 "ABC transporter - like protein"
mips_67_50_25
at_At4g28630 mips_30_25 "half-molecule ABC transporter ATM1"
mips_67_50_25
at_At4g33460 mips_08 "putative protein"
mips_40_02
mips_67_04
mips_67_50
mips_67_50_25
at_At5g22370 - mips_63_19_03 "putative protein"
mips_63_19_05
at_At5g44110 mips_08_16 "NBD-like protein (gb|AAD20643.1)"
mips_08_19
mips_11_01_03
mips_11_05_05
mips_11_05_05_01
mips_11_99
mips_40_30
mips_63_19_03
mips_67_07
mips_67_50_25
at_At5g58270 mips_30_25 "ABC transporter-like protein"
mips_67_50_25
at_At5g61690 mips_67_13 "ABC transport protein - like"
mips_67_50_25
at_At5g06530 mips_01_07_01 "ABC transporter like protein"
mips_63_19_03
mips_67_10
mips_67_28
mips_67_50
mips_67_50_25
at_At5g60740 mips_40 "xABC transporter - like protein"
mips_63_19
mips_67
mips_67_10
mips_67_50_25
at_At5g60790 mips_08_16 "ABC transporter homolog PnATH - like"
mips_08_16_03
mips_67_50
mips_67_50_25
Training Accuracy: 40/41 (97.56%)
Training Frequency class 'mips_67_50_25': 115/4529 (2.54%)
Evaluation on validation data (2278 items):
at_At1g02520 mips_67_28 "P-glycoprotein, putative"
mips_67_50_25
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_At1g64550 mips_05_07 "ABC transporter protein, putative"
mips_08_16
mips_08_16_03
mips_67_50_25
at_At1g80090 - mips_01_05_04 "hypothetical protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_03_03_03
mips_06_07_03
mips_25_05_25
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_At2g41700 mips_08 "ATP-binding cassette transporter ABCA1"
mips_63
mips_63_19
mips_67
mips_67_50
mips_67_50_25
at_At2g46800 mips_08_04 "putative zinc transporter"
mips_13_01_01
mips_13_01_01_01
mips_40_09
mips_40_22
mips_40_25
mips_67_04_01
mips_67_04_01_01
mips_67_50_25
at_At3g60970 mips_08 "ABC transporter-like protein"
mips_40_02
mips_63_19
mips_67
mips_67_50
mips_67_50_25
at_At3g13090 mips_67_50_25 "ABC transporter like protein"
at_At3g13100 mips_67_50 "ABC transporter, putative"
mips_67_50_25
at_At3g28380 mips_67_50 "P-glycoprotein, putative"
mips_67_50_25
at_At3g10420 - mips_14_04 "unknown protein"
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At3g10670 mips_63_19_03 "ABC transporter like ATPase"
mips_67_50
mips_67_50_25
at_At4g30300 mips_63_19_03 "RNase L inhibitor-like protein"
mips_67_50
mips_67_50_25
at_At5g08680 - mips_01_07_01 "H+-transporting ATP synthase beta chain (mitochondrial) -like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_67_01
at_At5g08690 - mips_01 "H+-transporting ATP synthase beta chain (mitochondrial) -like protein"
mips_02
mips_01_07
mips_01_07_01
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_14
mips_14_04
mips_25
mips_25_05
mips_40
mips_40_16
mips_63
mips_63_19
mips_67
mips_67_01
mips_67_04
mips_67_15
mips_99
at_At5g09930 mips_03_01 "ABC transporter, ATP-binding protein-like"
mips_03_01_05
mips_03_01_05_01
mips_08
mips_08_16
mips_08_16_03
mips_40_16
mips_63_19_03
mips_67_50
mips_67_50_25
at_At5g19410 mips_01_06 "membrane transporter - like protein"
mips_01_06_13
mips_08
mips_40_02
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
at_At5g61740 mips_05_01 "ABC family transporter - like protein"
mips_05_01_01
mips_40_07
mips_67_04
mips_67_13
mips_67_50
mips_67_50_25
at_At5g64520 - mips_03 "putative protein"
mips_03_01
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_03
mips_03_03
mips_03_03_01
mips_03_03_02
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_03
mips_63_03
mips_63_19
Validation Accuracy: 15/20 (75.00%)
Validation Frequency class 'mips_67_50_25': 38/2278 (1.67%)
Evaluation on propertest data (3835 items):
at_At1g27940 mips_67_50 "hypothetical protein"
mips_67_50_25
at_At1g31770 mips_01_07 "unknown protein"
mips_01_07_01
mips_08
mips_40_02
mips_67_10
mips_67_50
mips_67_50_25
at_At1g32060 - mips_01_03_04 "unknown protein"
mips_01_03_04_03
mips_01_04_01
mips_63_19_05
mips_63_19_99
at_At1g04120 mips_67_50_25 "multi-drug resistance protein"
at_At1g54350 mips_67_50 "hypothetical protein"
mips_67_50_25
at_At1g66950 mips_01_06_13 "ABC transporter, putative"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At1g71960 mips_01_07_01 "putative ABC transporter"
mips_67_10
mips_67_50
mips_67_50_25
at_At1g72040 - mips_01_03 "hypothetical protein"
mips_01_03_01
mips_01_03_01_01
mips_01_03_01_01_99
mips_03_01_09
mips_03_01_09_99
mips_67_04
mips_67_15
at_At2g07680 mips_67_28 "putative ABC transporter"
mips_67_50
mips_67_50_25
at_At2g36380 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50_25
at_At2g36910 mips_01 "putative ABC transporter"
mips_01_06
mips_06
mips_06_13
mips_14_04
mips_25_05
mips_40
mips_63_19
mips_67
mips_67_50_25
at_At2g37010 mips_01 "putative ABC transporter"
mips_01_06
mips_01_06_13
mips_08
mips_11
mips_11_07
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40
mips_40_02
mips_63
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At2g37250 - mips_01 "putative adenylate kinase"
mips_01_01
mips_01_01_01
mips_01_03
mips_01_03_01
mips_01_03_01_03
mips_01_03_99
mips_03
mips_03_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_03
mips_40_16
mips_63
mips_63_19
mips_63_19_03
at_At2g37280 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_11
mips_11_07
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50_25
at_At2g47800 mips_67_50 "MRP-like ABC transporter"
mips_67_50_25
at_At2g47830 mips_08_16 "unknown protein"
mips_13_01
mips_13_01_01
mips_40_09
mips_40_22
mips_40_25
mips_40_30
mips_67_04
mips_67_50_25
at_At2g01320 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_01_07
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At2g47000 mips_67_28 "putative ABC transporter"
mips_67_50_25
at_At3g06200 - mips_13_03 "putative guanylate kinase"
mips_13_03_01
mips_13_07
mips_14_01_03
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_At3g25620 mips_01_06 "membrane transporter, putative"
mips_01_06_13
mips_01_07
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At3g28344 mips_67_50 "P-glycoprotein, 5' partial"
mips_67_50_25
at_At3g28360 mips_67_50_25 "P-glycoprotein like protein"
at_At3g47760 mips_08 "ABC-type transport protein-like protein"
mips_40
mips_40_16
mips_63
mips_63_19
mips_67
mips_67_50
mips_67_50_25
at_At3g58060 - mips_03_01_11 "putative protein"
mips_08_16
mips_13_01
mips_13_01_01
mips_40_30
at_At3g55320 mips_67_28 "P-glycoprotein - like"
mips_67_50_25
at_At4g15220 mips_08 "ABC transporter homolog"
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_02
mips_63
mips_63_19
mips_67
mips_67_04
mips_67_50
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_At4g19210 mips_01_03 "RNase L inhibitor-like protein"
mips_01_03_16
mips_01_03_16_01
mips_02_11
mips_04_05_05
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_67_15
mips_67_50
mips_67_50_25
at_At4g25960 mips_67_28 "P-glycoprotein-2 (pgp2)"
mips_67_50
mips_67_50_25
at_At4g39850 mips_01 "peroxisomal ABC transporter (PED3)"
mips_01_06
mips_08
mips_40
mips_40_02
mips_63
mips_63_19
mips_67
mips_67_50
mips_67_50_25
at_At4g01830 mips_67_28 "putative P-glycoprotein-like protein"
mips_67_50_25
at_At5g39040 mips_67_50_25 "transporter associated with antigen processing-like protein (TAP2)"
at_At5g39960 - mips_08_16 "putative protein"
mips_10_01_05
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At5g46540 mips_67_28 "multidrug resistance p-glycoprotein"
mips_67_50_25
at_At5g57450 - mips_03_01_05 "putative protein"
mips_03_01_05_01
mips_03_01_05_03
mips_03_01_05_03_01
mips_03_03_02
mips_25_05_25
mips_40_10
mips_40_10_03
mips_63_03_01
mips_63_19
at_At5g64840 mips_08_16 "ABC transporter protein 1-like"
mips_08_16_03
mips_67_50_25
at_At5g02270 mips_08 "ABC transporter -like protein"
mips_40
mips_40_02
mips_63
mips_63_19
mips_67
mips_67_50
mips_67_50_25
at_At5g03910 mips_67_50_25 "ABC transporter -like protein"
at_At5g14100 mips_67_50_25 "putative protein"
at_At5g61700 mips_67_50_25 "ABC family transporter - like protein"
Propertest Accuracy: 35/42 (83.33%)
Propertest Frequency class 'mips_67_50_25': 72/3835 (1.88%)
New (unknown) data (2278 items):
at_At5g60340 - no entry null
at_At4g04300 - mips_67_07 "hypothetical protein"
at_At1g26520 - no entry null
at_At1g03900 - no entry null
at_At5g46600 - no entry null
at_At2g27490 - no entry null
------------------
Rule 3051
eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,glycoprotein),desc(_2,hypothetical) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,candida_albicans__yeast_),db_ref(_2,hssp) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,betaproteobacteria),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),db_ref(_2,genew) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 1
-> class mips_01_06_13 "lipid and fatty-acid transport"
Evaluation on training data (4529 items):
at_At1g22530 mips_01_06_13 "unknown protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g55690 mips_01_06_13 "Phosphatidylinositol Transfer Protein, putative"
mips_63_09
mips_67_13
at_At1g72150 mips_01_06_13 "putative cytosolic factor protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At2g21520 mips_01_06_13 "putative phosphatidylinositol/phosphatidylcholine transfer protein"
mips_08_07
mips_63_09
at_At4g09160 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At5g47510 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'mips_01_06_13': 49/4529 (1.08%)
Evaluation on validation data (2278 items):
at_At1g19650 mips_01_06_13 "sec14 cytosolic factor, putative"
mips_08_07
mips_63_09
at_At2g16380 mips_01_06_13 "putative phosphatidylinositol/phosphatidylcholine transfer protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At3g51670 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At4g34580 mips_01_06_13 "putative protein"
mips_63_09
at_At4g36640 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_63_21
mips_63_21_99
at_At4g39170 mips_01_06_13 "unknown protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_67_13
at_At4g39180 mips_01 "SEC14 - like protein"
mips_01_06
mips_01_06_13
mips_63_09
mips_63_21
mips_63_21_99
mips_67
Validation Accuracy: 7/7 (100.00%)
Validation Frequency class 'mips_01_06_13': 24/2278 (1.05%)
Evaluation on propertest data (3835 items):
at_At1g30690 mips_01_06 "putative phosphatidyl-inositol-transfer protein"
mips_01_06_13
mips_06_04
mips_08
mips_08_07
mips_08_07_07
mips_40_03
mips_40_08
mips_48
mips_63_09
mips_67
at_At1g55540 - mips_20_25_16 "unknown protein"
mips_63_07
at_At1g14850 - mips_08_01 "nucleoporin, putative"
mips_40_10_05
at_At1g75370 mips_01_06_13 "sec14 cytosolic factor, putative"
mips_63_09
at_At2g21540 mips_01_06_13 "putative phosphatidylinositol/phophatidylcholine transfer protein"
mips_63_09
Propertest Accuracy: 3/5 (60.00%)
Propertest Frequency class 'mips_01_06_13': 39/3835 (1.02%)
New (unknown) data (2278 items):
at_At3g10380 - no entry null
at_At5g62580 - no entry null
at_At2g37930 - no entry null
at_At5g04780 - no entry null
------------------
Rule 4443
eval(_1,_2,2.0e-5-4.0e-3),species(_2,xenopus_laevis__african_clawed_frog_),keyword(_2,phosphorylation) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,hominidae),desc(_2,chain) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,arthropoda),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,synechococcus),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,rhizobiales) = 1
-> class mips_01_06_13 "lipid and fatty-acid transport"
Evaluation on training data (4529 items):
at_At1g17840 - mips_01_07 "putative ABC transporter (At1g17840)"
mips_67_10
mips_67_28
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_At1g51460 mips_01_06_13 "ATP-dependent transmembrane transporter, putative"
mips_01_07_01
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
at_At1g53390 mips_01_06_13 "putative ABC transporter gb|AAD31586.1"
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_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_At2g13610 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_01_07
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At2g28070 mips_01 "putative ABC transporter"
mips_01_06
mips_01_06_13
mips_01_07
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19
mips_63_19_03
mips_67
mips_67_10
mips_67_13
mips_67_50_25
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_At3g13220 mips_01_06_13 "ABC transporter"
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
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_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_At3g55090 mips_01_06_13 "ABC transporter - like protein"
mips_01_07_01
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_At3g55130 mips_01_06 "ABC transporter - like protein"
mips_01_06_13
mips_08
mips_11
mips_11_07
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_At4g27420 mips_01_06 "putative protein"
mips_01_06_13
mips_01_07
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_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_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_At5g52860 mips_01_06_13 "ABC transporter-like protein"
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At5g06530 - mips_01_07_01 "ABC transporter like protein"
mips_63_19_03
mips_67_10
mips_67_28
mips_67_50
mips_67_50_25
at_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
Training Accuracy: 20/26 (76.92%)
Training Frequency class 'mips_01_06_13': 49/4529 (1.08%)
Evaluation on validation data (2278 items):
at_At1g51500 mips_01_06_13 "ATP-dependent transmembrane transporter, putative"
mips_01_07
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
at_At2g37360 mips_01_06_13 "putative ABC transporter"
mips_01_07
mips_01_07_01
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50_25
at_At2g39350 - mips_01_07_01 "putative ABC transporter"
mips_67_10
mips_67_50_25
at_At3g55100 mips_01_06 "ABC transporter - like protein"
mips_01_06_13
mips_01_07
mips_01_07_01
mips_08
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_At5g19410 mips_01_06 "membrane transporter - like protein"
mips_01_06_13
mips_08
mips_40_02
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'mips_01_06_13': 24/2278 (1.05%)
Evaluation on propertest data (3835 items):
at_At1g31770 - mips_01_07 "unknown protein"
mips_01_07_01
mips_08
mips_40_02
mips_67_10
mips_67_50
mips_67_50_25
at_At1g53270 mips_01_06_13 "putative ABC transporter emb|AAD22683.1"
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At1g66950 mips_01_06_13 "ABC transporter, putative"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At1g71960 - mips_01_07_01 "putative ABC transporter"
mips_67_10
mips_67_50
mips_67_50_25
at_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_At2g37280 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_11
mips_11_07
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50_25
at_At2g01320 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_01_07
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_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_At3g25620 mips_01_06 "membrane transporter, putative"
mips_01_06_13
mips_01_07
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At3g52310 - mips_01_07_01 "ABC transporter-like protein"
mips_67_10
mips_67_28
mips_67_50
mips_67_50_25
at_At3g53510 mips_01_06_13 "ABC transporter -like protein"
mips_01_07
mips_01_07_01
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At3g55110 mips_01_06_13 "ABC transporter - like protein"
mips_01_07
mips_01_07_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50_25
at_At4g15230 - mips_01_07 "ABC transporter like protein"
mips_01_07_01
mips_67_10
mips_67_50
mips_67_50_25
at_At4g25750 mips_01_06_13 "putative membrane transporter"
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
at_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_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_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
Propertest Accuracy: 11/17 (64.71%)
Propertest Frequency class 'mips_01_06_13': 39/3835 (1.02%)
New (unknown) data (2278 items):
at_At1g31820 - no entry null
------------------
Rule 1287
eval(_1,_2,0.0-9.0e-25),desc(_2,type) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,d__3d_structure),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),db_ref(_2,mim) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transferase) = 1
-> class mips_03_01_05 "DNA recombination and DNA repair"
Evaluation on training data (4529 items):
at_At1g20390 mips_03_01_05_03 "hypothetical protein"
mips_29_01
at_At2g11940 mips_03_01_05 "putative retroelement gag/pol polyprotein"
mips_03_01_05_03
mips_29_01
at_At2g06170 mips_03_01_05_03 "putative Ty3-gypsy-like retroelement pol polyprotein"
at_At2g06470 mips_03_01_05_03 "putative retroelement pol polyprotein"
mips_29_01
at_At2g06890 mips_03_01 "putative retroelement integrase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At2g07410 mips_03_01_03 "putative retroelement pol polyprotein"
mips_03_01_05
mips_03_01_05_03
mips_03_01_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_At2g10690 mips_03_01_05_03 "putative retroelement pol polyprotein"
at_At2g12930 mips_03_01_03 "pseudogene"
mips_03_01_05
mips_03_01_05_03
mips_29_01
at_At2g14040 mips_03_01_05_03 "putative retroelement pol polyprotein"
mips_29_01
at_At2g14640 mips_03_01_05_03 "putative retroelement pol polyprotein"
mips_29_01
at_At2g15100 mips_03_01_03 "putative retroelement pol polyprotein"
mips_03_01_05
mips_03_01_05_03
mips_29_01
at_At3g13440 mips_01_07 "methyltransferase, putative"
mips_01_07_01
mips_01_20_05
mips_01_20_05_11
mips_01_20_19
mips_01_20_19_01
mips_03_01_05
mips_03_01_05_01
mips_03_01_09
mips_03_01_09_01
mips_06_07_99
mips_11_05_05
mips_11_05_05_01
mips_13_03
mips_13_03_01
mips_40_09
at_At3g29490 mips_03_01_05_03 "hypothetical protein"
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_At4g07600 mips_03_01 ""
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At4g07660 mips_03_01 "putative athila transposon protein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_06_13
mips_29
at_At4g07850 mips_03_01_03 "putative polyprotein"
mips_03_01_05
mips_03_01_05_03
mips_29_01
at_At5g64150 mips_01_07 "unknown protein"
mips_01_07_01
mips_01_20_19
mips_01_20_19_01
mips_03_01_05
mips_03_01_05_01
mips_03_01_09
mips_03_01_09_01
mips_06_07_99
mips_13_03
mips_13_03_01
mips_30_04
mips_40_09
at_At4g04230 mips_03_01_05_03 "putative transposon protein"
mips_29_01
Training Accuracy: 20/20 (100.00%)
Training Frequency class 'mips_03_01_05': 175/4529 (3.86%)
Evaluation on validation data (2278 items):
at_At1g36120 mips_03_01_03 "putative reverse transcriptase gb|AAD22339.1"
mips_03_01_05
mips_03_01_05_03
at_At1g36590 mips_03_01 "hypothetical protein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
at_At1g63020 - mips_04_05_01_01 "RNA polymerase IIA largest subunit, putative"
at_At2g14400 mips_03_01_05_03 "putative retroelement pol polyprotein"
at_At2g28450 mips_03_01_05_01 "putative RNA methyltransferase"
mips_04_03
mips_04_03_03
at_At2g04670 mips_03_01 "putative retroelement pol polyprotein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At2g05610 mips_03_01 "putative retroelement pol polyprotein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At2g10830 mips_03_01_03 "pseudogene"
mips_03_01_05
mips_03_01_05_03
mips_29_01
at_At2g12040 mips_03_01_03 "T10J7.2"
mips_03_01_05
mips_03_01_05_03
at_At4g03800 mips_03_01_03 ""
mips_03_01_05
mips_03_01_05_03
mips_29_01
Validation Accuracy: 9/10 (90.00%)
Validation Frequency class 'mips_03_01_05': 98/2278 (4.30%)
Evaluation on propertest data (3835 items):
at_At1g35370 mips_03_01_05_03 "hypothetical protein"
mips_29_01
at_At1g36830 mips_03_01_05_03 "hypothetical protein"
mips_29_01
at_At1g37060 mips_03_01_05_03 "Athila retroelment ORF 1, putative"
at_At1g37200 mips_03_01 "hypothetical protein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_06_13
mips_29
mips_29_01
at_At1g20570 - mips_03_03_01_01 "hypothetical protein"
mips_03_03_01_01_11
mips_03_03_05
mips_03_03_05_01
mips_03_03_05_99
mips_30_04
mips_30_04_05
mips_30_04_99
mips_40_04_05
mips_40_05
mips_63_07
at_At2g06190 mips_03_01_05_03 "putative Ty3-gypsy-like retroelement pol polyprotein"
at_At2g07730 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g13340 mips_03_01 "F14O4.9"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_03_01_05_03_05
mips_29_01
mips_63_17_09
at_At2g15410 mips_03_01_05_03 "putative retroelement pol polyprotein"
at_At2g39550 - mips_01_06 "putative geranylgeranyl transferase type I beta subunit"
mips_01_06_07
mips_06_07
mips_06_07_01
mips_10_01_99
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
at_At2g14650 mips_03_01_05_03 "putative retroelement pol polyprotein"
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_At3g44650 mips_03_01_05 "putative protein"
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At3g57660 - mips_04_01 "DNA-directed RNA polymerase I 190K chain - like protein"
mips_04_01_01
mips_04_05_01_01
mips_40_10_07
at_At3g31480 mips_03 "hypothetical protein"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
at_At3g31970 mips_03_01_05_03 "hypothetical protein"
at_At4g10580 mips_03_01_05_03 "putative reverse-transcriptase -like protein"
mips_29_01
at_At4g21710 - mips_04_05_01_01 "DNA-directed RNA polymerase (EC 2.7.7.6) II second largest chain"
mips_40_10_99
mips_63_03_01
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_At4g08100 mips_03_01 "putative polyprotein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At5g45140 - mips_04_01 "DNA-directed RNA polymerase subunit"
mips_04_01_01
mips_04_05_01_01
at_At5g60040 - mips_04_01 "DNA-directed RNA polymerase - like protein"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_40_10_99
Propertest Accuracy: 16/23 (69.57%)
Propertest Frequency class 'mips_03_01_05': 149/3835 (3.89%)
New (unknown) data (2278 items):
at_At1g23990 - mips_29_02 "reverse transcriptase, putative"
at_At1g30390 - no entry null
at_At1g31210 - no entry null
at_At1g36620 - mips_29_01 "hypothetical protein"
mips_29_99
at_At1g48710 - mips_29 "hypothetical protein"
mips_29_02
at_At1g70010 - mips_29_01 "hypothetical protein"
mips_29_99
at_At1g71220 - no entry null
at_At2g07420 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g13930 - mips_29_01 "putative 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_At2g17610 - mips_29_02 "putative non-LTR retroelement reverse transcriptase"
at_At2g20460 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At3g59720 - mips_29_01 "copia-type reverse transcriptase-like protein"
at_At5g18480 - no entry null
at_At5g62480 - no entry null
at_At1g26990 - mips_29 "polyprotein, putative"
mips_29_01
mips_29_02
mips_29_99
at_At1g37110 - mips_29_01 ""
mips_29_99
at_At1g51750 - mips_29_99 "hypothetical protein"
at_At1g58140 - mips_29_01 "hypothetical protein"
mips_29_02
at_At2g07550 - no entry null
at_At1g32230 - no entry null
at_At4g07840 - mips_29_01 "putative transposon protein"
at_At2g07010 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g19080 - mips_08_04 "unknown protein"
mips_30_16
mips_67_11
at_At2g04490 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At3g29460 - no entry null
at_At3g29782 - no entry null
at_At4g20520 - no entry null
at_At4g21360 - mips_29_01 "putative transposable element"
mips_29_02
mips_29_99
------------------
Rule 2287
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),keyword(_2,mitochondrion) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 0
-> class mips_03_01_05 "DNA recombination and DNA repair"
Evaluation on training data (4529 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_At1g29650 mips_03_01_05_01 "reverse transcriptase, putative"
mips_29_01
mips_29_99
at_At1g47850 mips_03_01_05_01 "hypothetical protein"
mips_29_01
mips_29_99
at_At1g49250 mips_03_01 "hypothetical protein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_01_01
mips_03_01_05_01_99
mips_03_01_05_03
mips_03_03
mips_06_10
mips_11_01
mips_11_01_09
mips_14_01
mips_14_01_01
mips_25_05_99
mips_30_10
mips_30_10_03
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
at_At2g04760 mips_03_01_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05
mips_03_01_05_01
mips_29_02
at_At2g05980 - mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_29
mips_29_02
mips_29_99
mips_63
mips_63_03
mips_98
at_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_At1g08130 mips_03_01_05_01 "DNA ligase"
mips_03_01_05_01_01
mips_03_01_05_01_99
mips_03_01_05_03
mips_11_01_09
mips_14_01_01
mips_25_05_99
mips_30_10
mips_30_10_03
mips_62_01
mips_62_01_07
at_At2g19100 mips_03_01_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05
mips_03_01_05_01
mips_29_02
mips_29_99
at_At2g25550 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g31080 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g45230 mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_29
mips_29_02
at_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: 14/15 (93.33%)
Training Frequency class 'mips_03_01_05': 175/4529 (3.86%)
Evaluation on validation data (2278 items):
at_At1g31030 mips_03_01_05_01 "F17F8.5"
mips_29_01
at_At1g47910 mips_03_01_05_01 "reverse transcriptase, putative"
mips_29_01
mips_29_99
at_At2g16680 mips_03_01_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At2g01840 mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At3g45550 mips_03_01_05_01 "putative protein"
mips_29_01
mips_29_99
Validation Accuracy: 5/5 (100.00%)
Validation Frequency class 'mips_03_01_05': 98/2278 (4.30%)
Evaluation on propertest data (3835 items):
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_At1g74350 - mips_01_03_16 "putative type II intron maturase"
mips_04_05_05_01
at_At1g78690 - mips_13_05 "unknown protein"
mips_25_05_09
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
at_At1g10160 mips_03_01_05_01 "putative reverse transcriptase"
mips_29_01
mips_29_99
at_At2g01550 mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_03_01_05
at_At2g05200 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_02
mips_29_99
at_At2g07730 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g11250 mips_03 "pseudogene"
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_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_At2g17910 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g18820 mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_99
mips_63
mips_63_03
at_At2g31520 mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At2g41580 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_02
mips_29_99
at_At2g17510 - mips_04_01 "putative mitotic control protein dis3"
mips_04_01_04
at_At3g05510 - mips_01_06_01_01 "unknown protein"
mips_10_01_09
mips_10_01_09_09
mips_13_05
mips_25_05_09
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_48
mips_63_09
mips_63_21
mips_63_21_99
at_At3g25480 mips_03_01_03 "unknown protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
at_At3g44650 mips_03_01_05 "putative protein"
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At3g31420 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_At4g10830 mips_03_01_05_01 "putative protein"
mips_29_01
mips_29_99
at_At4g12180 mips_03_01 "putative reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At4g14470 mips_03_01_03 "reverse transcriptase like protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At4g02490 mips_03_01_03 ""
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At5g15700 - mips_04_05_01_01 "DNA-directed RNA polymerase (mitochondrial)"
mips_40_26
mips_40_26_03
Propertest Accuracy: 18/23 (78.26%)
Propertest Frequency class 'mips_03_01_05': 149/3835 (3.89%)
New (unknown) data (2278 items):
at_At1g23990 - mips_29_02 "reverse transcriptase, putative"
at_At2g05550 - mips_29_02 "putative non-LTR retroelement reverse transcriptase"
mips_29_99
at_At2g07650 - mips_29_01 "putative non-LTR retrolelement reverse transcriptase"
mips_29_99
at_At4g08830 - mips_29 "putative protein"
mips_29_02
mips_29_99
at_At2g28980 - no entry null
at_At4g04000 - no entry null
at_At4g07770 - no entry null
at_At1g24640 - no entry null
at_At1g64410 - no entry null
at_At2g15540 - mips_29_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_02
mips_29_99
at_At3g42100 - no entry null
at_At4g15590 - no entry null
at_At4g20520 - no entry null
at_At5g50960 - mips_03_99 "nucleotide-binding protein"
------------------
Rule 3734
eval(_1,_2,4.0e-3-0.1),classification(_2,mammalia),db_ref(_2,interpro) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,hordeum),db_ref(_2,prints) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,trichocomaceae) = 0
-> class mips_06_07_11 "protein processing (proteolytic)"
Evaluation on training data (4529 items):
at_At1g06260 mips_06_07_11 "cysteine proteinase, putative"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
at_At1g73280 mips_06_01 "putative serine carboxypeptidase"
mips_06_07_11
mips_06_10
mips_40_25
at_At1g73290 mips_06_01 "putative serine carboxypeptidase"
mips_06_04
mips_06_07_11
mips_06_10
mips_06_13
mips_40_07
mips_40_25
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_67
at_At1g73300 mips_06_07_11 "putative serine carboxypeptidase"
mips_40_25
mips_62_02_01_01
at_At2g24010 mips_06_07_11 "putative serine carboxypeptidase II"
mips_40_25
mips_62_02_01_01
at_At2g35770 mips_06_01 "putative serine carboxypeptidase II"
mips_06_04
mips_06_07
mips_06_07_11
mips_06_10
mips_06_13
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At3g07990 mips_06_01 "putative serine carboxypeptidase II"
mips_06_04
mips_06_07
mips_06_07_11
mips_06_10
mips_06_13
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At3g10410 - mips_06_13_04 "putative serine carboxypeptidase precursor"
mips_40_25
at_At3g19400 - mips_06_13_99 "putative cysteine proteinase RD21A precursor"
mips_20_25_16
at_At3g25420 - mips_40_25 "serine carboxypeptidase, putative"
mips_62_02_01_01
at_At3g45010 - mips_06_13_04 "carboxypeptidase precursor-like protein"
mips_40_25
at_At3g49340 mips_06_07_11 "cysteine protease - like protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At3g52010 mips_06_01 "serine-type carboxypeptidase-like protein"
mips_06_04
mips_06_07
mips_06_07_11
mips_06_10
mips_06_13
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_67
at_At4g01610 mips_06_07 "putative cysteine protease"
mips_06_07_11
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_30_25
mips_40_25
mips_43
mips_43_03
mips_62
mips_62_01_05
at_At4g01620 mips_06_07_11 "cathepsin B-like cysteine protease"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_30_25
mips_40_25
mips_43
mips_43_03
mips_62_01
mips_62_01_05
at_At4g11310 - mips_06_10 "cysteine proteinase-like protein"
mips_06_13
mips_06_13_99
at_At4g11320 - mips_06_13_99 "cysteine proteinase like protein"
mips_08_13
mips_40_25
at_At4g12910 - mips_62_02_01_01 "SERINE CARBOXYPEPTIDASE I PRECURSOR-like protein"
at_At4g15100 mips_06_07_11 "hydroxynitrile lyase like protein"
mips_40_25
mips_62_02_01_01
at_At4g23520 - mips_06_13_99 "cysteine proteinase - like protein"
at_At4g30810 mips_06_07_11 "serine carboxypeptidase II like protein"
mips_40_25
mips_62_02_01_01
at_At4g39090 mips_02_99 "drought-inducible cysteine proteinase RD19A precursor"
mips_06_07_11
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_08_13
mips_40_25
at_At5g17080 mips_06_07_11 "putative protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At5g08260 - mips_40_07 "serine-type carboxypeptidase II-like protein"
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At5g23210 mips_06 "serine carboxypeptidase II-like protein"
mips_06_07_11
mips_40_25
mips_62_02_01_01
mips_67
Training Accuracy: 16/25 (64.00%)
Training Frequency class 'mips_06_07_11': 37/4529 (0.82%)
Evaluation on validation data (2278 items):
at_At1g29080 - mips_06_13_99 "cysteine proteinase, putative"
mips_40_25
at_At1g29110 - mips_06_13_99 "cysteine proteinase, putative"
mips_40_25
at_At1g43780 mips_06_07_11 "serine carboxypeptidase II, putative"
mips_40_25
mips_62_02_01_01
at_At1g73270 mips_06_01 "putative serine carboxypeptidase"
mips_06_07
mips_06_07_11
mips_06_10
mips_06_13
mips_40_25
at_At1g20850 - mips_02_99 "putative cysteine proteinase"
mips_06_13_99
mips_08_13
mips_40_25
at_At2g22990 mips_06_07_11 "putative serine carboxypeptidase I"
mips_40_25
at_At2g27420 mips_06_07_11 "putative cysteine proteinase"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At2g34080 - mips_06 "putative cysteine proteinase"
mips_06_13
mips_06_13_99
mips_98
mips_99
at_At3g52000 mips_06_07_11 "serine-type carboxypeptidase like protein"
mips_40_25
at_At3g52020 mips_06_01 "serine-type carboxypeptidase-like protein"
mips_06_07_11
mips_06_10
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At3g48350 - mips_06_13 "cysteine endopeptidase precursor - like protein"
mips_06_13_99
mips_40_25
at_At3g45310 mips_06_07_11 "cysteine protease-like protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_08_13
mips_40_25
at_At4g16190 - mips_02_99 "cysteine proteinase like protein"
mips_06_13_04
mips_06_13_99
mips_08_13
mips_40_25
at_At5g09640 mips_06_07_11 "carboxypeptidase like protein"
mips_40_25
mips_62_02_01_01
at_At5g17140 mips_06_07_11 "putative protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_30_25
mips_40_25
mips_43
mips_43_03
mips_62_01
mips_62_01_05
at_At5g22980 - mips_06_13_04 "serine carboxypeptidase"
mips_40_25
at_At5g45890 mips_06_07_11 "senescence-specific cysteine protease"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At5g50260 - mips_06 "cysteine endopeptidase"
mips_06_13
mips_06_13_99
mips_40
mips_40_25
mips_98
at_At5g01930 - mips_01 "(1-4)-beta-mannan endohydrolase-like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
Validation Accuracy: 10/19 (52.63%)
Validation Frequency class 'mips_06_07_11': 26/2278 (1.14%)
Evaluation on propertest data (3835 items):
at_At1g29090 mips_06_07_11 "cysteine proteinase, putative"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At1g33540 - mips_06_04 "serine carboxypeptidase, putative"
mips_06_13
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_67
at_At1g03720 mips_06_07_11 "hypothetical protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_08_13
mips_40_25
at_At1g15000 - mips_06_13_04 "serine carboxypeptidase precursor, putative"
mips_40_25
mips_62_02_01_02
at_At2g05850 mips_06_07_11 "putative serine carboxypeptidase II"
mips_40_25
mips_62_02_01_01
at_At2g27920 - mips_06_01 "putative carboxypeptidase"
mips_06_04
mips_06_13
mips_06_13_04
mips_06_13_04_02
mips_40_07
mips_40_09
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_02
mips_67
at_At2g35780 mips_06_01 "putative serine carboxypeptidase II"
mips_06_07_11
mips_06_10
mips_40_25
mips_62_02_01
mips_62_02_01_01
at_At2g21430 - mips_02_99 "putative cysteine proteinase"
mips_06_13_04
mips_06_13_99
mips_08_13
mips_40_25
at_At3g12203 mips_06_07_11 "serine carboxypeptidase, putative"
mips_40_25
at_At3g12220 mips_06_01 "hypothetical protein"
mips_06_04
mips_06_07
mips_06_07_11
mips_06_10
mips_06_13
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At3g12230 mips_06_07_11 "hypothetical protein"
mips_40_25
at_At3g43960 - mips_02_99 "cysteine proteinase - like predicted GPI-anchored protein"
mips_06_13_99
at_At3g48340 mips_06_07_11 "cysteine endopeptidase - like protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_40_25
at_At3g51730 - mips_01_06_13 "unknown protein"
mips_30_25
mips_40_25
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_63_09
at_At3g54940 - mips_02_99 "cysteine proteinase precursor-like protein"
mips_06_10
mips_06_13_04
mips_06_13_99
at_At3g02110 mips_06 "serine carboxypeptidase II like protein"
mips_06_01
mips_06_07_11
mips_06_13
mips_40_25
mips_62_02_01_01
mips_67
at_At3g63470 mips_06_07_11 "serin carboxypeptidase - like protein"
mips_40_25
mips_62_02_01_01
at_At4g35350 - mips_06_13 "cysteine proteinase - like protein"
mips_06_13_99
mips_20
mips_20_25
mips_20_25_16
mips_40_25
at_At4g36880 - mips_06_13_99 "cysteine proteinase"
mips_08_13
mips_40_25
at_At4g30610 mips_06_07_11 "SERINE CARBOXYPEPTIDASE II-like protein"
mips_40_25
at_At5g36180 mips_06_01 "serine carboxypeptidase"
mips_06_07_11
mips_06_10
mips_40_07
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At5g60360 mips_06_07_11 "AALP protein"
mips_06_10
mips_06_13_04
mips_06_13_04_01
mips_08_13
mips_40_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
Propertest Accuracy: 13/22 (59.09%)
Propertest Frequency class 'mips_06_07_11': 40/3835 (1.04%)
New (unknown) data (2278 items):
at_At1g73310 - no entry null
at_At3g17180 - mips_06_13 "putative serine carboxypeptidase II"
at_At2g22920 - no entry null
at_At2g22970 - mips_06_13 "putative serine carboxypeptidase II"
at_At2g22980 - no entry null
at_At2g23010 - mips_06_13 "putative serine carboxypeptidase I"
at_At1g11080 - mips_06 "Serine carboxypeptidase isolog"
mips_06_13
at_At3g10450 - no entry null
at_At5g05050 - no entry null
at_At1g28110 - no entry null
at_At1g61130 - mips_06 ""
mips_06_13
at_At1g02300 - no entry null
at_At2g12510 - no entry null
at_At2g23000 - no entry null
at_At2g24000 - no entry null
at_At2g33530 - no entry null
at_At3g12240 - no entry null
at_At5g42230 - no entry null
at_At5g42240 - no entry null
------------------
Rule 2256
eval(_1,_2,4.0e-3-0.1),classification(_2,paramyxoviridae) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,felidae) = 0
eval(_1,_2,9.0e-25-8.0e-10),species(_2,haemophilus_influenzae) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,staphylococcus),desc(_2,precursor) = 0
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,38820.0-54204.0),species(_2,mycoplasma_genitalium) = 0
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),db_ref(_2,smart) = 1
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),keyword(_2,mitochondrion) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,atp_binding) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),species(_2,caenorhabditis_elegans) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,campanulids) = 0
-> class mips_63_19_03 "ATP binding"
Evaluation on training data (4529 items):
at_At1g16280 mips_04_05_05 "putative ATP-dependent RNA helicase"
mips_04_05_05_11
mips_05_04
mips_05_04_01
mips_14_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At1g51380 mips_04 "putative RNA helicase"
mips_04_01
mips_04_01_04
mips_04_05
mips_04_05_01
mips_04_05_05
mips_04_05_05_11
mips_05
mips_05_04
mips_05_04_01
mips_14
mips_14_01
mips_14_04
mips_25
mips_25_05
mips_25_05_10
mips_33
mips_33_03
mips_33_03_02
mips_40_10
mips_63
mips_63_03
mips_63_19
mips_63_19_03
mips_98
at_At1g55150 mips_04_05_05_11 "Unknown protein (At1g55150; T7N22.9)"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_19_03
at_At1g59990 mips_63_19_03 "putative protein"
at_At1g71280 - mips_04_01 "putative DEAD/DEAH box helicase"
mips_04_01_04
mips_04_05_05_01
at_At1g72730 mips_04 "Eukaryotic initiation factor 4A like protein"
mips_04_05_05
mips_04_05_05_01
mips_14_04
mips_25_05
mips_25_05_10
mips_40_10
mips_63_19
mips_63_19_03
at_At2g01440 mips_03_01_03 "putative ATP-dependent DNA helicase RECG"
mips_03_01_03_01
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_03
mips_20_25
mips_20_25_16
mips_40_37
mips_63_03_01
mips_63_19_03
at_At2g07750 mips_04_05_05 "putative RNA helicase"
mips_04_05_05_11
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_19_03
at_At2g28600 mips_04_05_05 "putative ATP-dependent RNA helicase"
mips_04_05_05_11
mips_05
mips_05_04_01
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_05
mips_47_03_05_01
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_02
mips_63_19_03
at_At2g40700 mips_04_99 "ATP-dependent RNA helicase"
mips_63_19_03
at_At1g10930 mips_03_01_05 "DNA helicase isolog"
mips_03_01_05_01
mips_14_10
mips_63_03_03
mips_63_19_03
at_At2g47330 mips_04_05_05 "putative ATP-dependent RNA helicase"
mips_04_05_05_11
mips_05_04
mips_05_04_01
mips_14_01
mips_33
mips_33_03
mips_33_03_02
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_05
mips_47_03_05_01
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_02
mips_63_19_03
at_At3g13920 - mips_04_05_05 "eukaryotic protein synthesis initiation factor 4A"
mips_04_05_05_01
mips_05
mips_05_04
mips_25_05_10
at_At3g22310 mips_04_05_05_11 "putative RNA helicase"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At3g22330 mips_04_05_05_11 "DEAD-Box RNA helicase like protein"
mips_05_04_01
mips_33_03_02
mips_63_19_03
at_At3g52490 mips_06_13_99 "putative protein"
mips_06_99
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19
mips_63_19_03
at_At3g53110 mips_04_05_05 "RNA helicase -like protein"
mips_04_05_05_11
mips_05_04_01
mips_33_03_02
mips_45_03_12
mips_47_03_05
mips_47_03_05_01
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_02
mips_63_19_03
at_At4g14670 mips_06_01 "heat shock protein like"
mips_06_13_99
mips_06_99
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19_03
at_At4g29920 mips_06 "putative protein"
mips_06_01
mips_06_13
mips_06_13_99
mips_06_99
mips_11
mips_11_01
mips_11_01_05
mips_40
mips_40_03
mips_40_16
mips_40_26
mips_40_26_03
mips_63
mips_63_19
mips_63_19_03
mips_99
at_At4g33370 - mips_04_05_05 "putative protein"
mips_04_05_05_11
mips_05_04_01
mips_45_03_12
mips_47_03_05
mips_47_03_05_01
mips_47_03_09
mips_47_03_09_01
at_At1g12770 mips_04_05_05 "similar to ATP-dependent RNA helicase"
mips_04_05_05_01
mips_05
mips_14_01
mips_63_03_03
mips_63_19_03
at_At5g11170 mips_04 "DEAD BOX RNA helicase RH15 - like protein"
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_99
mips_05
mips_05_01
mips_05_01_01
mips_05_01_99
mips_05_04
mips_05_04_01
mips_40
mips_40_10
mips_63
mips_63_03
mips_63_03_03
mips_63_19
mips_63_19_03
mips_98
at_At5g11200 mips_04_05_05_01 "DEAD BOX RNA helicase RH15"
mips_04_05_05_01_99
mips_05_01
mips_05_01_01
mips_05_01_99
mips_05_04_01
mips_63_03_03
mips_63_19_03
at_At5g51280 - mips_04_05_05_11 "DEAD-box protein abstrakt"
mips_05_04_01
mips_14_10
mips_14_10_02
mips_45
mips_45_03
mips_45_03_12
mips_47_03_05
mips_47_03_05_01
at_At5g63120 mips_04_05_05_11 "ATP-dependent RNA helicase-like protein"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At5g63630 mips_04_01 "RNA helicase"
mips_04_01_04
mips_04_05_05_11
mips_05_04_01
mips_33_03_02
mips_63_19_03
Training Accuracy: 22/26 (84.62%)
Training Frequency class 'mips_63_19_03': 74/4529 (1.63%)
Evaluation on validation data (2278 items):
at_At1g63250 - mips_04_05_05 "putative RNA helicase"
mips_33
mips_33_03
mips_33_03_02
at_At1g71370 - mips_03 "putative ATP-dependent RNA helicase"
mips_03_01
mips_03_01_09
mips_03_01_09_05
mips_04_01
mips_04_01_04
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_10
mips_05
mips_05_04
mips_05_04_01
mips_40_07
mips_40_10_07
mips_40_10_99
mips_40_16
mips_63_03
mips_63_03_03
mips_63_19
at_At1g31970 mips_04_05_05_11 "putative protein"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At1g77050 - mips_04 ""
mips_04_01
mips_04_01_04
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_05
mips_05_04
mips_40_03
mips_40_10
mips_63
mips_63_03
mips_63_19
at_At2g47250 - mips_04_05_05 "putative pre-mRNA splicing factor RNA helicase"
mips_04_05_05_01
mips_05_04
mips_40_10_99
at_At3g16840 - mips_04_05_05 "ATP-dependent RNA helicase"
mips_04_05_05_01
mips_33_03_02
at_At3g09720 mips_04_05_05_01 "putative RNA helicase"
mips_63_03_03
mips_63_19_03
at_At4g15850 mips_04_05_05 "ATP-dependent RNA helicase like protein"
mips_04_05_05_11
mips_05_04
mips_05_04_01
mips_05_07
mips_14_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At4g16630 mips_04_01 "RNA helicase like protein"
mips_04_01_04
mips_04_05_05
mips_04_05_05_01
mips_63_03_03
mips_63_19_03
at_At4g30350 mips_06_01 "putative protein"
mips_06_13_99
mips_06_99
mips_11_01_05
mips_63_19_03
at_At4g34910 - mips_04_05_01_01 "RNA helicase (RH16)"
mips_04_05_05_01
mips_04_05_05_01_10
mips_05_01
mips_05_01_99
mips_05_04_01
mips_40_10_07
mips_63_03_03
at_At5g08620 mips_04_05_05 "RNA helicase (emb|CAA09212.1)"
mips_04_05_05_11
mips_05
mips_05_04_01
mips_14_01
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At5g19210 - mips_04_05_05_01 "eIF-4AII - like protein"
mips_25_05_10
at_At5g54910 - mips_03_01_09 "RNA helicase-like protein"
mips_03_01_09_05
mips_04_05_05_01
mips_04_05_05_01_10
mips_05_04_01
mips_40_10_07
mips_63_03_03
at_At5g61140 - mips_04 "RNA helicase - like protein"
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_63_19
Validation Accuracy: 6/15 (40.00%)
Validation Frequency class 'mips_63_19_03': 35/2278 (1.54%)
Evaluation on propertest data (3835 items):
at_At1g35530 - mips_03_01_09 "ATP-dependent RNA helicase, putative"
mips_03_01_09_05
mips_25_05_25
at_At1g54270 - mips_04_05_05 "Eukaryotic Initiation Factor 4A-2"
mips_04_05_05_01
mips_05
mips_05_04
mips_25_05_10
at_At1g28180 - mips_04_05_05_01 "hypothetical protein"
mips_33
mips_33_03
mips_33_03_02
at_At2g29970 mips_06_01 "unknown protein"
mips_06_13
mips_06_13_99
mips_06_99
mips_11_01
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19_03
at_At2g42270 - mips_04_05_05_01 "ATP-dependent RNA helicase like protein"
at_At3g05740 mips_04_01 "putative DNA helicase"
mips_04_01_04
mips_04_05_05_11
mips_05_04_01
mips_33_03_02
mips_63_19_03
at_At3g19760 - mips_04_01 "RNA helicase, putative"
mips_04_01_04
mips_04_05_05
mips_04_05_05_01
mips_05_04
mips_25_05_10
at_At3g61240 mips_04_01 "DEAD box RNA helicase RH12"
mips_04_01_04
mips_04_05_05_01
mips_04_99
mips_63_19_03
at_At4g14790 - mips_01_03_16 "RNA helicase like protein"
mips_02_13
mips_02_13_03
mips_02_13_05
mips_04_01
mips_04_01_04
mips_04_05_05_01
mips_04_99
mips_05_07
mips_63_03_03
at_At4g35740 - mips_04_01 "putative protein"
mips_04_01_04
mips_05_04
mips_05_04_01
mips_14_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
at_At5g60990 mips_03_01_03 "replication protein A1 - like"
mips_03_01_05
mips_04_05_05
mips_04_05_05_01
mips_63_03_03
mips_63_19_03
at_At5g05450 - mips_03 "ATP-dependent RNA helicase-like protein"
mips_03_01
mips_03_01_09
mips_03_01_09_05
mips_04_01
mips_04_01_04
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_10
mips_05
mips_05_04
mips_05_04_01
mips_40_07
mips_40_10_07
mips_40_10_99
mips_40_16
mips_63_03
mips_63_03_03
mips_63_19
Propertest Accuracy: 4/12 (33.33%)
Propertest Frequency class 'mips_63_19_03': 40/3835 (1.04%)
New (unknown) data (2278 items):
at_At3g13490 - mips_05 "lysyl-tRNA synthetase like protein"
mips_05_04
mips_05_10
at_At4g10320 - mips_05_10 "isoleucine-tRNA ligase - like protein"
------------------
Rule 3673
eval(_1,_2,0.0-9.0e-25),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,triticum) = 0
eval(_1,_2,9.0e-25-8.0e-10),species(_2,haemophilus_influenzae),db_ref(_2,prosite) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,daucus) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,hordeum),db_ref(_2,prints) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,paccad_clade),db_ref(_2,smart) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,eukaryota) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,campanulids) = 0
-> class mips_01_20_01 "metabolism of primary metabolic sugars derivatives"
Evaluation on training data (4529 items):
at_At1g26560 mips_01_05_01_01_02 "beta-glucosidase like protein"
mips_01_20_01
mips_01_20_01_07
at_At1g44980 - mips_01 "hypothetical protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_99
mips_30
mips_30_01
mips_40
mips_40_01
at_At1g51470 mips_01_05 "myrosinase precursor, putative"
mips_01_05_01
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At1g52400 mips_01_05_01 "beta-glucosidase, putative"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g60090 mips_01_20_01 "hypothetical protein"
mips_01_20_01_07
at_At1g61810 mips_01_05_01_01_02 "hypothetical protein"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At1g61820 mips_01_05_01 "hypothetical protein"
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g69940 - mips_01_05_99 "putative pectin methylesterase"
mips_40_01
at_At1g75940 mips_01_05_01_01_02 "ATA27"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At2g16730 mips_01_05_01_01_01 "putative beta-galactosidase"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At2g19150 mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At2g21610 mips_01_05_01_01 "putative pectinesterase"
mips_01_05_99
mips_01_20_01
mips_40_01
at_At2g20680 - mips_01_05_01_01_01 "(1-4)-beta-mannan endohydrolase"
mips_40_25
at_At2g32810 mips_01_05_01_01_01 "putative beta-galactosidase (BGAL9)"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At2g32860 mips_01_05 "putative beta-glucosidase"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At2g44450 mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
at_At2g44460 mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
at_At2g44480 mips_01_20_01 "putative beta-glucosidase"
mips_01_20_01_07
mips_11_05_03
at_At2g44490 mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
at_At2g47280 mips_01_05_01_01 "putative pectinesterase"
mips_01_05_99
mips_01_20_01
mips_40_01
at_At3g09260 mips_01_05_01_01_02 "thioglucosidase 3D precursor"
mips_01_20_01
mips_01_20_01_07
at_At3g13750 mips_01_05_01_01_01 "galactosidase, putative"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At3g18080 mips_01 "beta-glucosidase like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At3g21370 mips_01_20_01 "beta-glucosidase, putative"
mips_01_20_01_07
mips_11_05_03
at_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_At3g60130 mips_01_05_01_01_01 "beta-glucosidase-like protein"
mips_01_20_01
mips_01_20_01_07
mips_02_01
at_At3g60140 mips_01_05_01 "beta-glucosidase"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At3g62740 - mips_01_05_01_01_01 "beta-glucosidase-like protein"
mips_01_05_01_01_02
at_At4g26140 mips_01_05_01_01_01 "putative beta-galactosidase"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At4g27830 - mips_01_05_01_01_02 "beta-glucosidase like protein"
mips_11_05_03
at_At4g35010 mips_01_05_01_01_01 "beta-galactosidase - like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At4g36360 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At5g18990 mips_01_05_99 "pectin methyl esterase -like protein"
mips_01_20_01
mips_40_01
at_At5g19730 - mips_01_05_99 "pectin methylesterase-like protein"
mips_40_01
at_At5g24550 mips_01_05_01_01_02 "beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At5g26000 mips_01_20_01 "myrosinase precursor"
mips_01_20_01_07
mips_11_05_03
at_At5g26810 mips_01_05_99 "putative protein"
mips_01_20_01
mips_30_01
mips_40_01
at_At5g44640 mips_01_05_01_01_02 "beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At5g55590 mips_01_05_99 "putative protein"
mips_01_20_01
mips_40_01
at_At5g56870 mips_01_05_01_01_01 "beta-galactosidase (emb|CAB64740.1)"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At5g63810 mips_01_05_01_01_01 "beta-galactosidase (emb|CAB64746.1)"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At5g07410 mips_01_05_99 "pectin methyl-esterase-like protein"
mips_01_20_01
mips_40_01
at_At5g07430 - mips_01_05_99 "pectin methyl-esterase-like protein"
mips_30_01
mips_40_01
at_At5g47500 - mips_01_05_99 "pectin methylesterase-like"
mips_30_01
mips_40_01
at_At5g54570 mips_01_20_01 "beta-glucosidase"
mips_01_20_01_07
Training Accuracy: 37/45 (82.22%)
Training Frequency class 'mips_01_20_01': 69/4529 (1.52%)
Evaluation on validation data (2278 items):
at_At1g31740 mips_01_05_01 "putative protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At1g47600 mips_01_05_01_01_02 "hypothetical protein"
mips_01_20_01
mips_01_20_01_07
at_At1g53070 - mips_10_01 "protein kinase, putative"
mips_10_01_01
mips_10_05
at_At1g60260 mips_01_05_01 "putative beta-glucosidase"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
mips_40_02
at_At1g60270 mips_01_20_01 ""
mips_01_20_01_07
at_At1g11370 - mips_01_05_99 "similar to flower-specific pectin methylesterase precursor gi|3342904; similar to ESTs gb|H36111, gb|T76576, gb|AI099976, gb|T42118"
mips_30_01
mips_40_01
at_At2g28470 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At4g22100 mips_01_20_01 "glucosidase like protein"
mips_01_20_01_07
at_At4g24350 - mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_03
mips_01_03_01
mips_65
at_At4g27820 mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At4g38800 - mips_01_01_01_01 "putative protein"
mips_01_01_01_01_02
mips_01_03_01
mips_65
at_At5g20710 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At5g25980 mips_01_20_01 "myrosinase TGG2"
mips_01_20_01_07
at_At5g36890 - mips_01_05_01_01_01 "beta-glucosidase -like protein"
mips_01_05_01_01_02
mips_02_01
Validation Accuracy: 9/14 (64.29%)
Validation Frequency class 'mips_01_20_01': 30/2278 (1.32%)
Evaluation on propertest data (3835 items):
at_At1g02850 mips_01_20_01 "Similar to beta-glucosidases (At1g02850)"
mips_01_20_01_07
at_At1g51490 mips_01_05_01_01 "cyanogenic beta-glucosidase, putative"
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g66270 mips_01_20_01 "beta-glucosidase"
mips_01_20_01_07
at_At1g66280 mips_01_05_01 "beta-glucosidase, putative"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g77410 mips_01_05_01_01_01 ""
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At1g09010 - mips_01_05_01_01_01 "putative Bos beta-mannosidase"
mips_06_07_02
mips_06_07_02_02
mips_25_05_10
mips_25_05_13
mips_25_05_17
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
mips_40_25
at_At2g44470 - mips_01_05_01_01_02 "putative beta-glucosidase"
at_At2g36700 mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At3g03640 mips_01_20_01 "beta-glucosidase"
mips_01_20_01_07
mips_11_05_03
at_At3g06510 - mips_01_05_01_01_01 "beta glucosidase like protein"
mips_01_05_01_01_02
mips_40_34
at_At3g18070 mips_01_05_01_01_02 "beta-glucosidase, putative"
mips_01_20_01
mips_01_20_01_07
at_At3g42160 mips_01_05_99 "putative protein"
mips_01_20_01
mips_40_01
at_At3g52840 mips_01 "beta-galactosidase precursor - like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_30
mips_30_01
mips_40
mips_40_01
mips_40_25
at_At3g60120 mips_01_05_01_01_02 "beta-glucosidase-like protein"
mips_01_20_01
mips_01_20_01_07
at_At3g62750 - mips_01_05 "beta-glucosidase-like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_01_02
mips_40_02
at_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_At4g21760 - mips_01_05 "beta-glucosidase -like protein"
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
at_At4g24340 - mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_03
mips_01_03_01
mips_65
at_At5g07420 - mips_01_05_99 "pectin methyl-esterase-like protein"
mips_40_01
at_At5g17500 - mips_01_05_01_01_01 "putative protein"
at_At5g24540 mips_01_05 "beta-glucosidase"
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At5g28510 mips_01_05 "thioglucosidase (myrosinase) - like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At5g42260 mips_01_05_01_01_02 "beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At5g63080 - mips_63_17 "unknown protein"
mips_63_17_09
at_At5g61680 - mips_01_05_99 "pectin methyl-esterase - like protein"
mips_40_01
Propertest Accuracy: 15/26 (57.69%)
Propertest Frequency class 'mips_01_20_01': 48/3835 (1.25%)
New (unknown) data (2278 items):
at_At1g53060 - no entry null
at_At1g72990 - mips_40_01 "unknown protein (At1g72990)"
mips_40_25
at_At3g09190 - no entry null
at_At4g29270 - mips_65 "acid phosphatase-like protein"
at_At5g01090 - no entry null
at_At5g24770 - mips_65 "vegetative storage protein Vsp2"
at_At1g19720 - no entry null
at_At1g04040 - mips_65 "unknown protein"
at_At1g07460 - no entry null
at_At2g38600 - mips_65 "putative acid phosphatase"
at_At2g01880 - mips_40_25 "putative purple acid phosphatase"
at_At2g03450 - mips_01_04 "putative purple acid phosphatase"
at_At3g54080 - no entry null
at_At3g16410 - no entry null
at_At3g26140 - no entry null
at_At3g30540 - no entry null
at_At4g25150 - mips_65 "acid phosphatase - like protein"
at_At4g29260 - mips_65 "acid phosphatase-like protein"
at_At5g03350 - no entry null
at_At5g44020 - mips_65 "vegetative storage protein-like"
at_At5g51260 - mips_65 "acid phosphatase"
at_At5g61250 - no entry null
at_At1g53080 - no entry null
at_At1g62110 - no entry null
at_At2g33070 - no entry null
at_At3g16530 - no entry null
at_At4g33840 - mips_40_01 "putative protein"
at_At4g36700 - mips_65 "globulin-like protein"
at_At5g16580 - no entry null
at_At5g24780 - mips_65 "vegetative storage protein Vsp1"
mips_98
at_At5g63140 - no entry null
------------------
Rule 2524
eval(_1,_2,4.0e-3-0.1),desc(_2,chromosome) = 0
eval(_1,_2,0.0-9.0e-25),desc(_2,kinase) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),classification(_2,magnoliophyta) = 1
-> class mips_01_20_35 "biosynthesis of secondary products derived from L-phenylalanine and L-tyrosine"
Evaluation on training data (4529 items):
at_At1g48820 mips_01_20_13 "hypothetical protein"
mips_01_20_35_01
at_At1g61120 mips_01_20_13 "putative S-linalool synthase (At1g61120)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g79460 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g23230 mips_01_20_13 "putative vetispiradiene synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g37140 mips_01_20_13 "putative vetispiradiene synthase"
mips_01_20_35
mips_01_20_35_01
at_At3g14490 mips_01_20_13 "terpene synthase-related protein, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g29190 mips_01_20 "terpene synthase-related protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At3g32030 mips_01_20_13 "terpene synthase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g13280 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g13300 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g15870 mips_01_20_13 "delta-cadinene synthase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g16740 mips_01_20_13 "limonene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
at_At4g20230 mips_01_20_13 "terpene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g44630 mips_01_20_13 "terpene cyclase/synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Training Accuracy: 14/14 (100.00%)
Training Frequency class 'mips_01_20_35': 136/4529 (3.00%)
Evaluation on validation data (2278 items):
at_At1g33750 mips_01_20_13 "terpene synthase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g48800 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g61680 mips_01_20 "hypothetical protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At1g66020 mips_01 "hypothetical protein"
mips_01_20
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
mips_99
at_At3g14540 mips_01_20_13 "hypothetical protein"
mips_01_20_35_01
at_At3g25810 mips_01_20_13 "terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g25820 mips_01_20_13 "terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g25830 mips_01_20_13 "limonene cyclase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g20210 mips_01_20_13 "cadinene synthase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g23960 mips_01_20_13 "(+)-delta-cadinene synthase (d-cadinene synthase)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Validation Accuracy: 10/10 (100.00%)
Validation Frequency class 'mips_01_20_35': 60/2278 (2.63%)
Evaluation on propertest data (3835 items):
at_At1g31950 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g70080 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g24210 mips_01_20_13 "myrcene/ocimene synthase (TPS10)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g14520 mips_01_20 "hypothetical protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At3g29110 mips_01_20_13 "putative terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g29410 - mips_01_20_13 "terpene synthase, putative"
at_At3g31415 mips_01_20_13 "vetispiradiene synthase, putative, 5' partial"
mips_01_20_35
mips_01_20_35_01
at_At4g16730 mips_01_20_13 "limonene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g20200 mips_01_20 "terpene cyclase like protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At5g28360 - mips_01_01_10 "fragment of 1-aminocyclopropane-1-carboxylate synthase"
mips_01_01_10_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At5g48110 mips_01_20 "terpene synthase"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
Propertest Accuracy: 9/11 (81.82%)
Propertest Frequency class 'mips_01_20_35': 102/3835 (2.66%)
New (unknown) data (2278 items):
at_At1g34060 - no entry null
------------------
Rule 3282
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,escherichia),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,streptomycineae),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,phaseoleae) = 0
-> class mips_01_20_35 "biosynthesis of secondary products derived from L-phenylalanine and L-tyrosine"
Evaluation on training data (4529 items):
at_At1g19440 mips_01_06_01_05 "very-long-chain fatty acid condensing enzyme CUT1, putative"
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At1g68530 mips_01_06_01 "very-long-chain fatty acid condensing enzyme (CUT1)"
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_20_35
mips_01_20_35_01
at_At4g34250 mips_01_06_01_05 "fatty acid elongase - like protein"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At4g34520 mips_01_06_01 "fatty acid elongase 1"
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At1g02050 mips_01_06_01_05 "unknown protein"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At2g15090 mips_01 "putative fatty acid elongase"
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
at_At2g16280 mips_01_06_01_05 "putative beta-ketoacyl-CoA synthase"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At2g46720 mips_01_06 "putative beta-ketoacyl-CoA synthase"
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
at_At3g10280 mips_01_06 "putative fatty acid elongase 3-ketoacyl-CoA synthase 1"
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
at_At3g52160 mips_01_06_01 "beta-ketoacyl-CoA synthase like protein"
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At4g34850 mips_01_06_01_05 "chalcone synthase - like protein"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At5g13930 mips_01_06_01_05 "chalcone synthase (naringenin-chalcone synthase) (testa 4 protein) (sp|P13114)"
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
Training Accuracy: 12/12 (100.00%)
Training Frequency class 'mips_01_20_35': 136/4529 (3.00%)
Evaluation on validation data (2278 items):
at_At1g25450 mips_01_06_01_05 "unknown protein"
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At1g04220 mips_01_06 "putative beta-ketoacyl-CoA synthase (At1g04220)"
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_20
mips_01_20_35
mips_01_20_35_01
at_At1g07720 mips_01_06_01 "fatty acid elongase 3-ketoacyl-CoA synthase, putative"
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At2g26640 mips_01_06_01_05 "putative beta-ketoacyl-CoA synthase"
mips_01_06_01_07
mips_01_20_35_01
at_At4g34510 mips_01_06_01 "putative ketoacyl-CoA synthase"
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35_01
Validation Accuracy: 5/5 (100.00%)
Validation Frequency class 'mips_01_20_35': 60/2278 (2.63%)
Evaluation on propertest data (3835 items):
at_At1g62640 - mips_01_06_01_05 "3-ketoacyl-acyl carrier protein synthase III (KAS III)"
mips_01_06_01_07
mips_01_06_01_07_11
at_At1g01120 - mips_01_06_01_07 "putative fatty acid elongase 3-ketoacyl-CoA synthase 1 (At1g01120)"
mips_01_06_01_07_11
at_At1g71160 mips_01_06_01_05 "putative ketoacyl-CoA synthase"
mips_01_06_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At2g26250 mips_01_06_01 "beta-ketoacyl-CoA synthase (FIDDLEHEAD)"
mips_01_06_01_05
mips_01_06_01_07
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At2g28630 mips_01_06_01 "putative fatty acid elongase"
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At4g11820 - mips_01_06_01_07 "hydroxymethylglutaryl-CoA synthase"
mips_01_06_01_07_11
mips_01_06_04
mips_01_06_07
mips_01_06_10
mips_01_20_05
mips_01_20_05_11
at_At5g04530 mips_01_06_01 "fatty acid elongase - like protein"
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
at_At4g00040 mips_01_06_01_07 "putative chalcone synthase"
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
at_At5g43760 mips_01_06 "beta-ketoacyl-CoA synthase"
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_20_35
mips_01_20_35_01
Propertest Accuracy: 6/9 (66.67%)
Propertest Frequency class 'mips_01_20_35': 102/3835 (2.66%)
New (unknown) data (2278 items):
at_At3g49200 - no entry null
at_At1g21440 - mips_02_01 "hypothetical protein"
mips_02_22
at_At1g80280 - mips_11_07 "unknown protein"
mips_30_01
at_At3g26840 - no entry null
at_At3g02030 - no entry null
------------------
Rule 3314
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,enterobacter) = 0
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,transmembrane) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,salmonella),keyword(_2,complete_proteome) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,escherichia),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,streptomycineae),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,phaseoleae) = 1
-> class mips_01_20_35 "biosynthesis of secondary products derived from L-phenylalanine and L-tyrosine"
Evaluation on training data (4529 items):
at_At1g20490 mips_01_05_01_01_03 "hypothetical protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_30_01
mips_40_19
at_At1g20500 mips_01_05_01_01_03 "hypothetical protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
at_At1g20560 mips_01_06_01_01 "unknown protein (At1g20560)"
mips_01_06_04
mips_01_06_07
mips_01_20_35_01
mips_02_25
mips_67_13
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_At1g21540 mips_01_05_01_01_03 "amp-binding protein, putative"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_02_16
mips_02_16_13
mips_02_25
at_At1g51680 mips_01_06_01_01 "4-coumarate--coenzyme A ligase (At4CL1)"
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_67_13
at_At1g65880 mips_01_06_01 ""
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_02_99
mips_30_01
at_At1g66120 mips_01_06_01_01 "hypothetical protein"
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_25
at_At1g68270 mips_02 "putative amp-binding protein"
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_35_01_05
mips_02_25
at_At1g75960 mips_01_05_01_01_03 "AMP-binding protein, putative"
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At1g76290 - mips_01_05_01_01_03 "putative AMP-binding protein"
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_40_19
at_At1g77240 mips_01_05_01_01_03 "hypothetical protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At3g16910 mips_01_06_01 "AMP-binding protein, putative"
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_20_03
mips_40_27
mips_40_27_99
at_At3g23790 mips_01_06_01_01 "AMP-binding protein, putative"
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_05
mips_01_20_05_11
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_01_20_37
mips_01_20_37_03
mips_02_25
at_At4g19010 mips_01_05_01_01_03 "4-coumarate-CoA ligase - like"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_10
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_30_01
mips_40_19
at_At5g49070 - mips_01_06_01 "fatty acid elongase; beta-ketoacyl-CoA synthase-like protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
at_At5g16340 mips_01_05_01_01 "AMP-binding protein"
mips_01_05_01_01_03
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
Training Accuracy: 15/17 (88.24%)
Training Frequency class 'mips_01_20_35': 136/4529 (3.00%)
Evaluation on validation data (2278 items):
at_At1g65060 mips_01_05_01_01_03 "4-coumarate:CoA ligase 3 (4CL3)"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At1g20480 mips_01_05 "hypothetical protein"
mips_01_05_01_01
mips_01_05_01_01_03
mips_01_06
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At5g35930 - mips_01_20_37 "unknown protein"
mips_01_20_37_03
mips_11_05_03
at_At5g63380 mips_01_05_01_01_03 "4-coumarate-CoA ligase-like protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'mips_01_20_35': 60/2278 (2.63%)
Evaluation on propertest data (3835 items):
at_At1g20510 - mips_01_05_01_01_03 "putative 4-coumarate:CoA ligase"
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_16
mips_02_16_13
mips_02_25
at_At1g30520 mips_01_05_01_01_03 "unknown protein (At1g30520)"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_30_01
mips_40_19
at_At1g65890 mips_01_06_01_01 "putative protein"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_25
at_At1g62940 mips_01_06_01_01 "4-coumarate:coenzyme A ligase, putative"
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_25
mips_67_13
at_At1g64400 - mips_01_06_01 "putative acyl-CoA synthetase"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At2g17650 mips_01_06_01_01 "putative acyl-CoA synthetase"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_20_05
mips_01_20_05_11
mips_01_20_35_01
mips_02_25
at_At2g47240 - mips_01_06_01_05 "putative acyl-CoA synthetase"
mips_01_06_04
mips_01_06_07
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At3g16170 mips_01_05_01_01 "long-chain acyl-CoA like synthetase"
mips_01_05_01_01_03
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_01_20_36
mips_01_20_37
mips_01_20_37_99
mips_02_16
mips_02_16_13
mips_02_25
mips_02_99
mips_05_99
mips_40_19
at_At3g21230 mips_02 "putative 4-coumarate:CoA ligase 2"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
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_02_16
mips_02_16_13
mips_02_25
at_At3g21240 mips_01_05_01_01_03 "putative 4-coumarate:CoA ligase 2"
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
at_At3g48990 mips_01_05_01_01 "4-coumarate-CoA ligase -like protein"
mips_01_05_01_01_03
mips_01_06
mips_01_06_01
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_02_16
mips_02_16_13
mips_02_25
at_At4g14070 - mips_01_06_01 "A6 anther-specific protein (Z97335.16)"
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_01_06_13
mips_01_06_99
mips_20_03
mips_40_19
mips_40_27
mips_40_27_99
at_At5g16370 mips_01_05_01_01_03 "AMP-binding protein"
mips_01_06_01_01
mips_01_06_04
mips_01_06_07
mips_01_07_01
mips_01_20_15
mips_01_20_15_03
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_13
mips_02_25
mips_67_13
at_At5g23050 - mips_01_05_01_01_03 "acetyl-CoA synthetase-like protein"
mips_01_06_01
mips_01_06_01_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_16
mips_02_16_13
mips_02_99
mips_30_01
mips_40_19
at_At5g36880 - mips_01_05_01_01_03 "acetyl-CoA synthetase"
mips_01_06_01
mips_01_06_01_05
mips_02_10
mips_02_16
mips_02_16_13
mips_02_99
mips_40_19
at_At5g53460 - mips_01_01 "NADH-dependent glutamate synthase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_03
mips_01_02
mips_01_02_01
mips_01_03_04
mips_01_03_04_01
mips_02_11
mips_67_15
Propertest Accuracy: 9/16 (56.25%)
Propertest Frequency class 'mips_01_20_35': 102/3835 (2.66%)
New (unknown) data (2278 items):
at_At4g05160 - no entry null
------------------
Rule 3985
eval(_1,_2,4.0e-3-0.1),classification(_2,desulfurococcales) = 0
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,nuclear_protein) = 0
eval(_1,_2,4.0e-3-0.1),keyword(_2,transmembrane),db_ref(_2,prodom) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,actinobacteria),db_ref(_2,pfam) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,type) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 1
-> class mips_01_20_35 "biosynthesis of secondary products derived from L-phenylalanine and L-tyrosine"
Evaluation on training data (4529 items):
at_At1g25460 mips_01_05_01_01_01 "hypothetical protein"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g32100 mips_01_05_01_01_01 "pinoresinol-lariciresinol reductase like protein"
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
at_At1g63180 - mips_01_03 "uridine diphosphate glucose epimerase, putative"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g64440 - mips_01_03 "UDP-galactose 4-epimerase, putative"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g73250 - mips_01_05_01_01_01 "GDP-4-keto-6-deoxy-D-mannose-3,5-epimerase-4-reductase (GER1)"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g75280 mips_01_03 "putative NADPH oxidoreductase"
mips_01_05_01_01_01
mips_01_05_99
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
at_At1g80820 mips_01_03 "cinnamoyl CoA reductase like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_30_34
mips_30_34_09
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g02400 mips_01_03 "putative cinnamoyl-CoA reductase"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09340 - mips_01_05_01_01_01 "putative RNA-binding protein"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_99
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g33600 mips_01_03 "putative cinnamoyl-CoA reductase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g43420 - mips_01_05_01_01_01 "putative sterol dehydrogenase"
mips_01_06_01_07
mips_01_06_01_07_11
at_At3g14790 - mips_01_05_01_03_01 "dTDP-glucose 4,6-dehydratase, putative"
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g46440 - mips_01_05_01_01_01 "dTDP-glucose 4-6-dehydratases-like protein"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g51160 - mips_01_05_01_03_02 "GDP-D-mannose-4,6-dehydratase (MUR1)"
mips_01_05_99
mips_02_01
at_At4g00560 - mips_01_05_01_01_01 "putative dTDP-6-deoxy-L-mannose-dehydrogenase"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g20460 - mips_01_05_01_01_01 "UDP-glucose 4-epimerase - like protein"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g30470 mips_01_05_01 "cinnamoyl-CoA reductase - like protein"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_07
mips_01_07_01
mips_01_07_99
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_40_10_03
at_At4g33360 mips_01_06_01 "putative dihydrokaempferol 4-reductase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_40_07
mips_40_10_03
at_At4g34540 mips_01_03 "isoflavone reductase - like protein"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
mips_30_01
at_At4g35420 mips_01_05_01_01_01 "putative protein"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_40_10_03
at_At4g39230 mips_01_05_01_01_01 "NAD(P)H oxidoreductase, isoflavone reductase - like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_02_01
mips_11_99
at_At1g12780 - mips_01_05_01_03 "uridine diphosphate glucose epimerase"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g14700 mips_01_01_01_11 "cinnamoyl CoA reductase - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_02
mips_01_05_01_03_09
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At5g19440 mips_01_03 "cinnamyl-alcohol dehydrogenase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_07
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g28840 - mips_01_05_01_01 "GDP-mannose 3,5-epimerase"
mips_01_05_01_01_01
mips_02_01
mips_40_10_03
at_At5g59290 - mips_01_03 "dTDP-glucose 4-6-dehydratase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
Training Accuracy: 13/26 (50.00%)
Training Frequency class 'mips_01_20_35': 136/4529 (3.00%)
Evaluation on validation data (2278 items):
at_At1g02000 - mips_01_05_01_01_01 "nucleotide sugar epimerase, putative"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At1g75300 mips_01_03 "NADPH oxidoreductase, putative"
mips_01_05_01_01_01
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
mips_30_01
at_At1g08200 - mips_01_05_01_01_01 "unknown protein"
mips_01_05_01_03_01
mips_02_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g15950 mips_01_05_01_03_01 "unknown protein"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g53500 - mips_01_03 "dTDP-D-glucose 4,6-dehydratase, putative"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g26260 - mips_01_05_01_01_01 "3-beta-hydroxysteroid dehydrogenase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_47_03_15
mips_47_03_15_05
at_At2g33630 - mips_01_05 "putative steroid dehydrogenase"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
at_At2g45400 mips_01_05_01_01 "putative flavonol reductase"
mips_01_05_01_03_01
mips_01_05_99
mips_01_20_35
mips_01_20_35_01
mips_40_10
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g34850 - mips_01_03 "putative UDP-galactose-4-epimerase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g44560 - mips_01_01 "acyl CoA reductase -like protein"
mips_01_01_01
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06
mips_01_06_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
at_At4g12250 - mips_01_03 "nucleotide sugar epimerase -like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At4g33790 - mips_01_06_01_05 "male sterility 2-like protein"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At5g42800 mips_01_05_01_01_01 "dihydroflavonol 4-reductase"
mips_01_05_01_03_01
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g02240 mips_01_05_01_01_01 "unknown protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_02_01
Validation Accuracy: 5/14 (35.71%)
Validation Frequency class 'mips_01_20_35': 60/2278 (2.63%)
Evaluation on propertest data (3835 items):
at_At1g61720 mips_01 "putative protein"
mips_01_03
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_30
mips_30_01
mips_40_03
mips_63
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
mips_98
at_At1g66800 mips_01 "hypothetical protein"
mips_01_03
mips_01_05
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_04
mips_04_05_01_04
mips_30
mips_40
mips_40_10
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
mips_98
at_At1g78570 - mips_01_03 "Similar to dTDP-D-glucose 4,6-dehydratase"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09480 mips_01_05_01_01 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09490 mips_01_05_01_03_01 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03_02
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09500 mips_01_03 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09510 mips_01_03 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_99
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g68540 mips_01_05_01_01 "putative reductase"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g76470 mips_01_05_01_03_01 "putative cinnamoyl-CoA reductase"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g23910 mips_01_05_01_03_02 "cinnamoyl CoA reductase like protein"
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
at_At2g27860 - mips_01_05_01_01_01 "putative dTDP-glucose 4-6-dehydratase"
mips_01_05_01_03_01
mips_02_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g33590 mips_01_05_01_03_01 "putative cinnamoyl-CoA reductase"
mips_01_05_01_03_02
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g47650 - mips_01_03 "putative nucleotide-sugar dehydratase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_99
mips_02_01
mips_40_16
at_At3g11980 - mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_06_01
mips_01_06_01_05
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g44550 - mips_01_01 "acyl CoA reductase -like protein"
mips_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06_01
at_At3g56700 - mips_01_06_01_05 "putative protein"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
at_At3g62830 - mips_01_05_01_01_01 "dTDP-glucose 4-6-dehydratase homolog D18"
mips_01_05_99
mips_02_01
mips_40_10_03
at_At4g13660 mips_01_20_35 "isoflavone reductase-like protein"
mips_01_20_35_01
mips_11_99
at_At5g58490 mips_01_05_01_01 "cinnamoyl-CoA reductase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g66280 - mips_01_05_01_03 "GDP-D-mannose 4,6-dehydratase; GMD1 (gb|AAF07199.1)"
mips_01_05_01_03_02
mips_02_01
at_At5g22420 - mips_01_06_01_05 "acyl CoA reductase-like protein"
mips_01_06_04
mips_01_06_07
mips_02_10
mips_02_25
mips_63_13
mips_63_13_03
mips_63_21
mips_63_21_99
Propertest Accuracy: 12/21 (57.14%)
Propertest Frequency class 'mips_01_20_35': 102/3835 (2.66%)
New (unknown) data (2278 items):
at_At1g19540 - mips_02_01 "2'-hydroxyisoflavone reductase, putative"
mips_11_99
------------------
Rule 4482
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),desc(_2,precursor) = 1
-> class mips_63_13_01 "sugar binding"
Evaluation on training data (4529 items):
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_At1g61800 mips_01_05 "Similar to glucose-6-phosphate/phosphate-translocator"
mips_01_05_01_03
mips_01_05_01_03_02
mips_04
mips_08_02
mips_10
mips_40_10
mips_40_26
mips_40_26_03
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_05
at_At2g37450 - mips_01_04 "nodulin-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
at_At2g43240 mips_01_05_07 "unknown protein"
mips_06_07_02
mips_08_07
mips_08_07_05
mips_40_08
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
at_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_At1g12500 mips_01_05_01_03_02 "hypothetical protein"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
at_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_At4g32270 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
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_At5g13670 - mips_01_04 "unknown protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_25_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_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_At5g59740 - mips_01_05_07 "protein serine /threonine kinase - like protein"
mips_40_08
mips_40_22
mips_67_07
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
at_At5g04160 - mips_08_02 "phosphate/phosphoenolpyruvate translocator - like protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50_05
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
Training Accuracy: 12/16 (75.00%)
Training Frequency class 'mips_63_13_01': 30/4529 (0.66%)
Evaluation on validation data (2278 items):
at_At1g06470 mips_01_05_01_03 "integral membrane protein, putative"
mips_01_05_01_03_02
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
at_At1g06890 mips_01_05_01 "unknown protein (At1g06890)"
mips_01_05_01_03
mips_01_05_01_03_02
mips_10_05
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_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_At1g21870 mips_01_05_01_03_02 "glucose 6 phosphate/phosphate translocator, putative"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At1g53660 - mips_08 "phosphate/phosphoenolpyruvate translocator precursor, putative"
mips_08_02
mips_10_05
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50
mips_67_50_05
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_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_At3g14410 mips_01_05_01_03_02 "unknown protein"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
at_At3g17430 mips_01_05_01 "Unknown protein (At3g17430; MTO12.2)"
mips_01_05_01_03
mips_01_05_01_03_02
mips_08
mips_08_02
mips_10_05
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At3g11320 - mips_08_02 "hypothetical protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_50
mips_67_50_05
at_At4g03950 - mips_08_02 "putative glucose-6-phosphate/phosphate-translocator"
mips_40_26
mips_40_26_03
mips_67_04_07
mips_67_07
mips_67_07_01
mips_67_50_05
at_At4g23010 - mips_01_05_07 "putative protein"
mips_40_22
mips_67_07
at_At4g30420 - mips_01_05 "nodulin-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_98
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_At5g46110 mips_01_05_01_03_02 "phosphate/triose-phosphate translocator precursor (gb|AAC83815.1)"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
Validation Accuracy: 7/16 (43.75%)
Validation Frequency class 'mips_63_13_01': 13/2278 (0.57%)
Evaluation on propertest data (3835 items):
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_At1g77610 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_05
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_At3g02690 - mips_08_02 "unknown protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
at_At3g07080 - mips_01_05_07 "putative integral membrane protein"
mips_67_07
at_At3g10290 mips_01_05_01_03 "unknown protein"
mips_01_05_01_03_02
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At3g59360 mips_01_05_07 "transporter-like protein"
mips_06_07_02
mips_08_07_05
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
at_At3g01550 mips_01_05_01_03 "putative phosphate/phosphoenolpyruvate translocator"
mips_01_05_01_03_02
mips_01_05_07
mips_08_02
mips_40_08
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_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_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_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_At5g28230 - mips_08_02 "putative protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50_05
at_At5g45370 - mips_01_04 "nodulin-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_25_03
at_At5g57100 mips_01_05 "unknown protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
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_At5g54800 mips_01_05_01 "glucose-6-phosphate/phosphate translocator"
mips_01_05_01_03
mips_01_05_01_03_02
mips_08
mips_08_02
mips_10_05
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
Propertest Accuracy: 9/16 (56.25%)
Propertest Frequency class 'mips_63_13_01': 17/3835 (0.44%)
New (unknown) data (2278 items):
at_At1g14360 - mips_40_22 "putative UDP-galactose transporter MSS4"
mips_67_07
at_At1g21890 - no entry null
at_At1g30840 - no entry null
at_At1g57990 - no entry null
at_At1g60050 - mips_25_03 "hypothetical protein"
at_At1g75500 - no entry null
at_At1g09380 - no entry null
at_At2g33750 - no entry null
at_At1g09860 - no entry null
at_At3g18200 - mips_25_03 "integral membrane protein, putative"
at_At3g28070 - mips_25 "unknown protein"
mips_25_03
mips_98
mips_99
at_At3g45870 - no entry null
at_At3g59310 - no entry null
at_At4g01450 - no entry null
at_At4g08700 - no entry null
at_At4g18190 - no entry null
at_At4g18210 - no entry null
at_At4g19180 - no entry null
at_At4g32140 - no entry null
at_At1g19770 - no entry null
at_At1g01070 - no entry null
at_At1g43650 - no entry null
at_At1g44750 - no entry null
at_At1g57980 - no entry null
at_At1g11460 - mips_25 "hypothetical protein"
mips_25_03
at_At3g46180 - mips_40_22 "putative protein"
mips_67_07
at_At1g44800 - mips_25_03 "nodulin like protein"
at_At1g48230 - no entry null
at_At1g68170 - no entry null
at_At1g28220 - no entry null
at_At1g28230 - no entry null
at_At2g02810 - mips_40_22 "unknown protein"
mips_67
mips_67_07
at_At2g24220 - no entry null
at_At2g37460 - no entry null
at_At3g28050 - no entry null
at_At4g18220 - no entry null
at_At4g01440 - mips_25_03 "predicted protein of unknown function"
at_At4g08290 - no entry null
at_At5g12170 - no entry null
at_At5g40230 - no entry null
------------------
Rule 4483
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),desc(_2,precursor) = 1
-> class mips_67_07_99 "other C-compound transporters"
Evaluation on training data (4529 items):
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_At1g61800 mips_01_05 "Similar to glucose-6-phosphate/phosphate-translocator"
mips_01_05_01_03
mips_01_05_01_03_02
mips_04
mips_08_02
mips_10
mips_40_10
mips_40_26
mips_40_26_03
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_05
at_At2g37450 - mips_01_04 "nodulin-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
at_At2g43240 mips_01_05_07 "unknown protein"
mips_06_07_02
mips_08_07
mips_08_07_05
mips_40_08
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
at_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_At1g12500 mips_01_05_01_03_02 "hypothetical protein"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
at_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_At4g32270 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
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_At5g13670 - mips_01_04 "unknown protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_25_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_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_At5g59740 - mips_01_05_07 "protein serine /threonine kinase - like protein"
mips_40_08
mips_40_22
mips_67_07
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
at_At5g04160 - mips_08_02 "phosphate/phosphoenolpyruvate translocator - like protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50_05
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
Training Accuracy: 12/16 (75.00%)
Training Frequency class 'mips_67_07_99': 22/4529 (0.49%)
Evaluation on validation data (2278 items):
at_At1g06470 mips_01_05_01_03 "integral membrane protein, putative"
mips_01_05_01_03_02
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
at_At1g06890 mips_01_05_01 "unknown protein (At1g06890)"
mips_01_05_01_03
mips_01_05_01_03_02
mips_10_05
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_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_At1g21870 mips_01_05_01_03_02 "glucose 6 phosphate/phosphate translocator, putative"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At1g53660 - mips_08 "phosphate/phosphoenolpyruvate translocator precursor, putative"
mips_08_02
mips_10_05
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50
mips_67_50_05
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_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_At3g14410 mips_01_05_01_03_02 "unknown protein"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
at_At3g17430 mips_01_05_01 "Unknown protein (At3g17430; MTO12.2)"
mips_01_05_01_03
mips_01_05_01_03_02
mips_08
mips_08_02
mips_10_05
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At3g11320 - mips_08_02 "hypothetical protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_50
mips_67_50_05
at_At4g03950 - mips_08_02 "putative glucose-6-phosphate/phosphate-translocator"
mips_40_26
mips_40_26_03
mips_67_04_07
mips_67_07
mips_67_07_01
mips_67_50_05
at_At4g23010 - mips_01_05_07 "putative protein"
mips_40_22
mips_67_07
at_At4g30420 - mips_01_05 "nodulin-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_98
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_At5g46110 mips_01_05_01_03_02 "phosphate/triose-phosphate translocator precursor (gb|AAC83815.1)"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
Validation Accuracy: 7/16 (43.75%)
Validation Frequency class 'mips_67_07_99': 17/2278 (0.75%)
Evaluation on propertest data (3835 items):
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_At1g77610 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_05
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_At3g02690 - mips_08_02 "unknown protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
at_At3g07080 - mips_01_05_07 "putative integral membrane protein"
mips_67_07
at_At3g10290 mips_01_05_01_03 "unknown protein"
mips_01_05_01_03_02
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At3g59360 mips_01_05_07 "transporter-like protein"
mips_06_07_02
mips_08_07_05
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
at_At3g01550 mips_01_05_01_03 "putative phosphate/phosphoenolpyruvate translocator"
mips_01_05_01_03_02
mips_01_05_07
mips_08_02
mips_40_08
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_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_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_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_At5g28230 - mips_08_02 "putative protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50_05
at_At5g45370 - mips_01_04 "nodulin-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_25_03
at_At5g57100 mips_01_05 "unknown protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
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_At5g54800 mips_01_05_01 "glucose-6-phosphate/phosphate translocator"
mips_01_05_01_03
mips_01_05_01_03_02
mips_08
mips_08_02
mips_10_05
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
Propertest Accuracy: 10/16 (62.50%)
Propertest Frequency class 'mips_67_07_99': 21/3835 (0.55%)
New (unknown) data (2278 items):
at_At1g14360 - mips_40_22 "putative UDP-galactose transporter MSS4"
mips_67_07
at_At1g21890 - no entry null
at_At1g30840 - no entry null
at_At1g57990 - no entry null
at_At1g60050 - mips_25_03 "hypothetical protein"
at_At1g75500 - no entry null
at_At1g09380 - no entry null
at_At2g33750 - no entry null
at_At1g09860 - no entry null
at_At3g18200 - mips_25_03 "integral membrane protein, putative"
at_At3g28070 - mips_25 "unknown protein"
mips_25_03
mips_98
mips_99
at_At3g45870 - no entry null
at_At3g59310 - no entry null
at_At4g01450 - no entry null
at_At4g08700 - no entry null
at_At4g18190 - no entry null
at_At4g18210 - no entry null
at_At4g19180 - no entry null
at_At4g32140 - no entry null
at_At1g19770 - no entry null
at_At1g01070 - no entry null
at_At1g43650 - no entry null
at_At1g44750 - no entry null
at_At1g57980 - no entry null
at_At1g11460 - mips_25 "hypothetical protein"
mips_25_03
at_At3g46180 - mips_40_22 "putative protein"
mips_67_07
at_At1g44800 - mips_25_03 "nodulin like protein"
at_At1g48230 - no entry null
at_At1g68170 - no entry null
at_At1g28220 - no entry null
at_At1g28230 - no entry null
at_At2g02810 - mips_40_22 "unknown protein"
mips_67
mips_67_07
at_At2g24220 - no entry null
at_At2g37460 - no entry null
at_At3g28050 - no entry null
at_At4g18220 - no entry null
at_At4g01440 - mips_25_03 "predicted protein of unknown function"
at_At4g08290 - no entry null
at_At5g12170 - no entry null
at_At5g40230 - no entry null
------------------
Rule 2537
eval(_1,_2,0.0-9.0e-25),desc(_2,kinase) = 1
eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,485.0-667.0),classification(_2,streptococcus) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,349.0-485.0),classification(_2,oryctolagus) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,trypanosoma) = 0
-> class mips_63_17_01 "calcium binding"
Evaluation on training data (4529 items):
at_At1g24620 mips_10_01_09 "putative calmodulin"
mips_10_01_09_03
mips_63_17
mips_63_17_01
at_At1g62820 mips_06_07_03 "calmodulin, putative"
mips_10_01_05_01
mips_10_01_09
mips_10_01_09_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_17_01
at_At1g73630 mips_63_17_01 "calmodulin like protein"
at_At1g76640 mips_10_01_09 "putative calmodulin"
mips_10_01_09_03
mips_63_01
mips_63_17_01
at_At1g76650 mips_63_17 "calmodulin like protein"
mips_63_17_01
at_At2g15680 mips_63_17 "putative calmodulin-like protein"
mips_63_17_01
at_At2g27030 - mips_10_01 "calmodulin"
mips_10_01_09
mips_10_01_09_03
mips_13
mips_13_11
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
mips_63_01
at_At2g41100 mips_63_17_01 "calmodulin-like protein"
at_At2g41110 mips_10_01_09 "calmodulin (cam2)"
mips_10_01_09_03
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
mips_63_17_01
at_At2g46600 mips_10_01_09 "caltractin like protein"
mips_10_01_09_03
mips_63_17
mips_63_17_01
at_At3g10190 - mips_10 "calmodulin-like protein"
mips_10_01
mips_10_01_01
mips_98
at_At3g18430 mips_10_01_09 "unknown protein"
mips_10_01_09_03
mips_10_05
mips_40_02
mips_63_17
mips_63_17_01
at_At3g24110 mips_10_01_01 "hypothetical protein"
mips_63_17_01
at_At3g50360 mips_10_01 "centrin"
mips_10_01_09
mips_10_01_09_03
mips_40_02
mips_40_03
mips_63_01
mips_63_17_01
at_At4g01420 mips_63_17 "putative calcium-regulated protein phosphatase"
mips_63_17_01
at_At1g12310 - mips_10_01_09 "putative protein"
mips_10_01_09_03
at_At4g32060 mips_63_17_01 "putative protein"
at_At4g37010 mips_10_01_09 "caltractin-like protein"
mips_10_01_09_03
mips_63_17_01
at_At5g17470 mips_63_17 "calmodulin-like protein"
mips_63_17_01
at_At5g37780 mips_10_01_09 "calmodulin 1 (CAM1)"
mips_10_01_09_03
mips_13_11_01
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63_17
mips_63_17_01
at_At5g49480 mips_10_01_09 "NaCl-inducible Ca2+-binding protein-like; calmodulin-like"
mips_10_01_09_03
mips_63_17
mips_63_17_01
at_At5g55990 mips_10_01_09 "calcineurin B-like protein 2 (gb|AAC26009.1)"
mips_10_01_09_03
mips_63_17_01
at_At5g08580 mips_13_01 "Unknown protein (MAH20.14)"
mips_13_01_01
mips_13_01_01_01
mips_63_17_01
at_At5g60010 mips_11_07_07 "respiratory burst oxidase protein - like"
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
Training Accuracy: 21/24 (87.50%)
Training Frequency class 'mips_63_17_01': 91/4529 (2.01%)
Evaluation on validation data (2278 items):
at_At1g64480 mips_10_05 "calcineurin B-like protein"
mips_11_01
mips_13_05
mips_40_02
mips_40_32
mips_63_17
mips_63_17_01
at_At1g74320 - mips_01_06_01 "putative choline kinase"
mips_01_06_01_01
mips_01_06_13
mips_01_20_17
mips_01_20_17_01
mips_10
at_At1g05990 mips_13_05 "calcium-binding protein, putative"
mips_40_32
mips_63_17_01
at_At1g09090 - mips_01_20_35 "putative respiratory burst oxidase protein B"
mips_01_20_35_02
mips_11_05_03
mips_11_07
mips_14_01
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_21
mips_63_21_05
mips_63_21_99
at_At1g21550 mips_06_07_03 "unknown protein"
mips_10_01_05_01
mips_10_01_09
mips_10_01_09_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_48
mips_62_01
mips_62_01_01
mips_62_01_07
mips_63_17_01
at_At1g54450 mips_03_01_01 "hypothetical protein"
mips_03_01_03
mips_13_11_03
mips_25_01
mips_25_01_01
mips_63_17
mips_63_17_01
at_At3g25600 mips_10_01_09 "calmodulin, putative"
mips_10_01_09_03
mips_63_17_01
at_At4g03290 mips_63_17_01 "putative calmodulin"
at_At5g24270 mips_63_17 "calcium sensor homolog (gb|AAC26110.1)"
mips_63_17_01
at_At5g28850 mips_03_01_01 "protein phosphatase 2A regulatory subunit B'-like protein"
mips_13_01
mips_13_11_03
mips_25_01
mips_25_01_01
mips_63_17_01
at_At5g35170 - mips_01_03 "adenylate kinase -like protein"
mips_01_03_01
mips_01_03_01_03
mips_01_03_99
mips_30_26
mips_30_26_03
mips_40_16
mips_63_19_03
at_At5g42380 mips_10 "unknown protein"
mips_10_01
mips_10_01_09
mips_10_01_09_03
mips_40_03
mips_63
mips_63_01
mips_63_17_01
at_At5g44090 mips_03_01 "protein phosphatase 2A 62 kDa B'' regulatory subunit (gb|AAD45158.1)"
mips_03_01_01
mips_03_01_03
mips_03_03
mips_03_03_01
mips_10_05
mips_13_11
mips_13_11_03
mips_25_01
mips_25_01_01
mips_40_02
mips_63_17
mips_63_17_01
at_At5g51050 mips_08 "calcium-binding transporter-like protein"
mips_08_04
mips_08_10
mips_40_16
mips_63_17
mips_63_17_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
Validation Accuracy: 11/14 (78.57%)
Validation Frequency class 'mips_63_17_01': 61/2278 (2.68%)
Evaluation on propertest data (3835 items):
at_At1g32250 mips_10_01_09 "calmodulin, putative"
mips_10_01_09_03
mips_13_05
mips_40_32
mips_63_17_01
at_At1g66400 mips_10 "calmodulin-related protein"
mips_10_01
mips_10_01_09
mips_10_01_09_03
mips_40_02
mips_40_03
mips_63
mips_63_01
mips_63_17_01
at_At1g66410 mips_10_01_09 "calmodulin-4"
mips_10_01_09_03
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
mips_63_17_01
at_At2g41090 mips_10_01_09 "calcium binding protein (CaBP-22)"
mips_10_01_09_03
mips_63_17_01
at_At2g43290 mips_10_01_09 "putative calcium binding protein"
mips_10_01_09_03
mips_63_17_01
at_At3g03000 mips_63_17_01 "putative calmodulin"
at_At3g07490 mips_10_05 "putative calmodulin"
mips_40_02
mips_63_17
mips_63_17_01
at_At3g43810 - mips_10_01_09 "calmodulin 7"
mips_10_01_09_03
mips_13
mips_13_11
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
mips_63_01
at_At3g45810 mips_02 "respiratory burst oxidase - like protein"
mips_02_11
mips_11
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_07
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_25
mips_25_05
mips_37
mips_37_03
mips_37_03_13
mips_63
mips_63_17_01
mips_98
at_At3g51920 mips_10_01_09 "putative calmodulin"
mips_10_01_09_03
mips_13_11_01
mips_20_25_01
mips_20_25_01_01
mips_63_17_01
at_At3g56800 mips_10 "calmodulin-3"
mips_10_01
mips_10_01_09
mips_10_01_09_03
mips_13
mips_13_11
mips_13_11_01
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_02
mips_40_03
mips_63
mips_63_01
mips_63_17_01
at_At3g59440 mips_63_17 "calmodulin-like protein"
mips_63_17_01
at_At3g01830 - mips_10_01_09 "unknown protein"
mips_10_01_09_03
at_At4g17615 mips_63_17 "calcineurin B-like protein 1 (CBL1)"
mips_63_17_01
at_At4g25090 mips_01_20_35 "respiratory burst oxidase - like protein"
mips_01_20_35_02
mips_11_05
mips_11_07_07
mips_14_01_03
mips_14_04
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
mips_67
mips_67_15
at_At4g26470 - mips_10 "putative protein"
mips_10_01
mips_10_01_01
mips_98
at_At5g37770 mips_10_01_09 "CALMODULIN-RELATED PROTEIN 2, TOUCH-INDUCED (TCH2)"
mips_10_01_09_03
mips_63_17_01
at_At5g39670 mips_10_01_09 "calcium-binding protein - like"
mips_10_01_09_03
mips_63_17_01
at_At5g44460 mips_10_01_09 "calmodulin-like protein"
mips_10_01_09_03
mips_63_17_01
at_At5g28900 mips_03_01_01 "protein phosphatase 2A regulatory subunit B'-like protein"
mips_13_01
mips_13_11_03
mips_25_01
mips_25_01_01
mips_63_17_01
Propertest Accuracy: 17/20 (85.00%)
Propertest Frequency class 'mips_63_17_01': 111/3835 (2.89%)
New (unknown) data (2278 items):
at_At2g41410 - no entry null
at_At4g14640 - no entry null
at_At4g26560 - no entry null
at_At4g27790 - no entry null
at_At3g50770 - no entry null
at_At4g12860 - no entry null
at_At4g20780 - no entry null
------------------
Rule 3709
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,transferase),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),classification(_2,eurosids_ii) = 1
-> class mips_63_17_01 "calcium binding"
Evaluation on training data (4529 items):
at_At1g08450 mips_04_05_01_04_99 "calreticulin like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_17_01
at_At1g09210 mips_04_05_01_04_99 "putative calcium-binding protein, calreticulin"
mips_06_01
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_07
mips_63_17
mips_63_17_01
at_At1g09760 mips_63_17 "putative U2 small nuclear ribonucleoprotein A' (U2 SNRNP-A')"
mips_63_17_01
at_At3g26500 mips_63_17_01 "unknown protein"
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_At5g61790 mips_25_05_01 "calnexin - like protein"
mips_63_17_01
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'mips_63_17_01': 91/4529 (2.01%)
Evaluation on validation data (2278 items):
at_At1g56340 mips_04_05_01_04_99 "putative protein"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_17_01
at_At2g19330 mips_13_05 "putative leucine-rich-repeat protein"
mips_63_17_01
at_At4g05470 - mips_06_13 "N7 -like protein"
mips_11_05
mips_11_05_01
mips_25_03
at_At5g07340 mips_06_01 "calnexin homolog"
mips_25_05_01
mips_40_07
mips_63_17
mips_63_17_01
at_At5g07910 - mips_03_03_01 "putative protein"
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_At5g61240 - mips_10_05 "Cf-5 disease resistance protein - like"
mips_11_05
mips_11_05_01
at_At5g65830 - mips_10_01_01 "unknown protein"
Validation Accuracy: 4/8 (50.00%)
Validation Frequency class 'mips_63_17_01': 61/2278 (2.68%)
Evaluation on propertest data (3835 items):
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_At3g49750 - mips_10 "putative protein"
mips_10_01
mips_10_01_01
mips_10_05
mips_99
at_At4g29240 - mips_10_01 "extensin-like protein"
mips_10_01_01
mips_40_01
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
Propertest Accuracy: 1/4 (25.00%)
Propertest Frequency class 'mips_63_17_01': 111/3835 (2.89%)
New (unknown) data (2278 items):
at_At1g49750 - no entry null
at_At1g51370 - no entry null
at_At1g58190 - no entry null
at_At2g06030 - no entry null
at_At2g15320 - no entry null
at_At3g54910 - no entry null
at_At4g05460 - no entry null
at_At5g49750 - no entry null
at_At5g52480 - mips_13_05 "nodulin-like protein"
mips_25_03
at_At1g11130 - mips_10_05 "leucine-rich repeat transmembrane protein kinase, putative"
mips_40_01
at_At3g44180 - no entry null
at_At3g22800 - mips_40_01 "hypothetical protein"
at_At4g16880 - no entry null
at_At3g19320 - mips_08_13 "unknown protein"
at_At3g24480 - mips_40_01 "disease resistance protein, putative"
at_At5g22680 - no entry null
------------------
Rule 2087
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,genew) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,hydrolase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,triticeae),db_ref(_2,hssp) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 0
-> class mips_01_04_01 "phosphate utilization"
Evaluation on training data (4529 items):
at_At1g18650 mips_01_04_01 "predicted GPI-anchored protein (by homology)"
at_At2g04910 mips_01_04_01 "hypothetical protein"
at_At2g43660 mips_01_04 "putative beta-1,3-glucanase, C terminal fragment, predicted GPI-anchored protein"
mips_01_04_01
mips_01_05_01
at_At3g28250 mips_01_04_01 "hypothetical protein"
mips_01_05
mips_98
at_At4g01480 mips_01_04 "PRLI-interacting factor F"
mips_01_04_01
mips_01_04_99
mips_43
mips_43_03
mips_43_03_07
at_At4g05430 mips_01_04_01 "putative protein"
at_At4g09090 mips_01_04_01 "beta-1,3-glucanase-like protein"
at_At5g35740 mips_01_04_01 "unknown protein"
mips_30_01
at_At5g53600 mips_01 "unknown protein"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At5g61130 mips_01_04_01 "predicted GPI-anchored protein"
at_At5g63230 mips_01_04 "putative protein"
mips_01_04_01
mips_01_05_01
mips_30_01
at_At5g63250 mips_01_04_01 "putative protein"
mips_01_05
mips_30
at_At5g08000 mips_01_04 "predicted GPI-anchored protein"
mips_01_04_01
mips_30_01
Training Accuracy: 13/13 (100.00%)
Training Frequency class 'mips_01_04_01': 34/4529 (0.75%)
Evaluation on validation data (2278 items):
at_At1g66870 mips_01_04_01 "hypothetical protein"
at_At2g18230 mips_01_04_01 "putative inorganic pyrophosphatase"
mips_01_04_99
mips_43
mips_43_03
mips_43_03_07
at_At2g42810 - mips_01_04 "putative phosphoprotein phosphatase"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_01_01_11
mips_03_03_04
mips_03_03_04_07
mips_04_05_99
mips_06_07
mips_06_07_03
mips_06_10
mips_10_01_05
mips_10_01_05_01
mips_48
mips_62
mips_62_01
mips_62_01_01
mips_62_02
mips_62_02_01
at_At2g42930 mips_01_04 "hypothetical protein"
mips_01_04_01
at_At2g45630 - mips_01_04 "putative glycerate dehydrogenase"
mips_01_20_05
mips_03_03_03
mips_04_05_01_04_03
mips_06_10
mips_13_03
mips_13_03_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67_15
at_At2g46860 mips_01_04_01 "putative inorganic pyrophosphatase"
mips_01_04_99
mips_43
mips_43_03
mips_43_03_07
at_At3g58100 mips_01_04 "putative protein"
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
at_At4g13600 mips_01_04 "putative protein"
mips_01_04_01
mips_30_01
at_At5g09650 mips_01_04_01 "inorganic pyrophosphatase - like protein"
mips_01_04_99
mips_43
mips_43_03
mips_43_03_07
at_At5g53610 mips_01_04 "unknown protein"
mips_01_04_01
mips_30_01
at_At5g61390 - mips_03_01_03_01 "putative protein"
mips_03_01_03_05
mips_03_01_05
mips_40_37
Validation Accuracy: 8/11 (72.73%)
Validation Frequency class 'mips_01_04_01': 22/2278 (0.97%)
Evaluation on propertest data (3835 items):
at_At1g01050 mips_01_04_01 "soluble inorganic pyrophosphatase, putative"
mips_01_04_99
mips_43
mips_43_03
mips_43_03_07
at_At1g74390 - mips_03_01 "putative exonuclease"
mips_03_01_03
mips_03_01_03_01
mips_03_01_03_05
mips_03_01_05
mips_40_37
at_At1g78520 mips_01_04 "hypothetical protein"
mips_01_04_01
mips_30_01
at_At1g79870 - mips_01_01_01_11_01 "putative D-isomer specific 2-hydroxyacid dehydrogenase"
mips_01_01_10_05
mips_01_05_01_01_03
mips_01_20_09
mips_02_10
mips_02_22
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At2g43670 mips_01 "putative beta-1,3-glucanase, C terminal fragment"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
at_At3g53620 mips_01_04_01 "inorganic pyrophosphatase -like protein"
mips_01_04_99
mips_43
mips_43_03
mips_43_03_07
at_At5g60730 - mips_08_01 "ATPase - like protein"
mips_11_07
mips_30_03
mips_30_10
mips_30_10_07
mips_40_10_07
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_67_50
mips_67_50_22
mips_67_50_25
at_At5g63240 mips_01_04 "putative protein"
mips_01_04_01
Propertest Accuracy: 5/8 (62.50%)
Propertest Frequency class 'mips_01_04_01': 32/3835 (0.83%)
New (unknown) data (2278 items):
at_At3g56540 - mips_06 "serine carboxypeptidase-like protein"
mips_06_13
at_At5g22960 - no entry null
at_At5g50960 - mips_03_99 "nucleotide-binding protein"
------------------
Rule 3690
eval(_1,_2,0.0-9.0e-25),classification(_2,triticum) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,hordeum),db_ref(_2,prints) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
-> class mips_01_04_01 "phosphate utilization"
Evaluation on training data (4529 items):
at_At1g33220 - mips_01_05 "beta-1,3-glucanase, putative"
mips_01_05_01_01
mips_11_05
mips_11_05_03
mips_25_03
mips_30
mips_98
at_At2g19440 mips_01 "putative beta-1,3-glucanase, predicted GPI-anchored protein"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At4g34480 mips_01_04_01 "putative protein (fragment)"
at_At2g16230 mips_01_04 "putative beta-1,3-glucanase"
mips_01_04_01
mips_30_01
at_At2g26600 mips_01_04_01 "beta-1,3-glucanase like protein"
mips_11_05
mips_11_05_03
at_At3g07320 mips_01_04_01 "putative beta-1,3-glucanase precursor"
at_At3g13560 mips_01_04_01 "glucan endo-1,3-beta-glucosidase precursor, putative"
at_At3g15800 mips_01_04_01 "putative beta-1,3-glucanase precursor"
mips_01_05_01_01
mips_11_05
mips_11_05_03
at_At3g55430 mips_01_04_01 "beta-1,3-glucanase - like protein"
mips_01_05
mips_30
mips_98
at_At3g55780 mips_01_04 "beta-1,3-glucanase - like protein"
mips_01_04_01
mips_01_20_01
mips_11_05_03
at_At3g57240 - mips_01 "beta-1,3-glucanase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
mips_98
at_At3g57260 - mips_01 "beta-1,3-glucanase 2 (BG2)"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
mips_98
mips_99
at_At4g17180 mips_01_04 "putative protein"
mips_01_04_01
mips_01_05
mips_01_05_01
mips_11
mips_11_05
mips_11_05_03
mips_30
mips_30_01
at_At4g18340 mips_01_04_01 "beta-1,3-glucanase-like protein"
at_At5g18220 mips_01_04_01 "beta-1,3-glucanase - like predicted GPI-anchored protein"
at_At5g20330 - mips_11_05_03 "beta-1,3-glucanase bg4"
mips_25_03
mips_30_01
at_At5g42100 mips_01_04_01 "beta-1,3-glucanase - like predicted GPI-anchored protein"
mips_11_05_03
at_At5g42720 mips_01_04 "beta-1,3-glucanase-like protein"
mips_01_04_01
mips_11_05_03
at_At5g58090 mips_01_04 "predicted GPI-anchored protein"
mips_01_04_01
mips_11_05_03
mips_30_01
Training Accuracy: 15/19 (78.95%)
Training Frequency class 'mips_01_04_01': 34/4529 (0.75%)
Evaluation on validation data (2278 items):
at_At1g66250 mips_01_04_01 "beta-1,3-glucanase precursor, putative"
at_At2g39640 mips_01_04_01 "putative beta-1,3-glucanase, predicted GPI-anchored protein"
at_At2g01630 mips_01_04_01 "beta-1,3-glucanase like protein"
at_At3g61810 mips_01 "putative protein"
mips_01_04_01
mips_01_05
mips_01_05_01
mips_11
mips_11_05
mips_11_05_03
mips_98
mips_99
at_At4g31140 mips_01_04_01 "1,3-beta-glucanase - like predicted GPI-anchored protein"
mips_11_05_03
at_At5g20390 - mips_01 "beta-1,3-glucanase-like protein"
mips_01_05
mips_01_05_01_01
mips_11_05
mips_11_05_03
mips_25_03
mips_30
mips_98
at_At5g56590 mips_01_04 "beta-1,3-glucanase-like protein"
mips_01_04_01
mips_01_05_01
mips_30_01
at_At5g58480 mips_01_04_01 "beta 1-3 glucanase - like predicted GPI-anchored protein"
at_At5g67460 mips_01_04_01 "putative protein"
Validation Accuracy: 8/9 (88.89%)
Validation Frequency class 'mips_01_04_01': 22/2278 (0.97%)
Evaluation on propertest data (3835 items):
at_At1g30080 mips_01 "beta-1,3-glucanase precursor, putative"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_11
mips_11_05
mips_11_05_03
mips_98
mips_99
at_At1g32860 mips_01_04 "hypothetical protein"
mips_01_04_01
mips_01_05_01
mips_01_05_01_01
mips_11_05
mips_11_05_03
at_At1g05310 - mips_01_05_99 "putative pectin methylesterase"
mips_01_20_01
mips_40_01
at_At1g64760 mips_01_04_01 "hypothetical protein"
at_At1g77780 - mips_01_05 "endo-1,3-beta-glucanase - like predicted GPI-anchored protein"
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
at_At1g11830 mips_01_04 "putative beta-1,3-glucanase, predicted GPI-anchored protein"
mips_01_04_01
mips_30_01
at_At2g05790 mips_01_04 "putative beta-1,3-glucanase"
mips_01_04_01
mips_01_05_01
mips_30_01
at_At2g27500 mips_01_04 "beta-1,3-glucanase like protein"
mips_01_04_01
mips_11_05_03
at_At2g36710 - mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At3g04010 mips_01_04_01 "putative beta-1,3-glucanase"
at_At3g24330 mips_01_04_01 "beta-1,3-glucanase, putative"
at_At3g46570 - mips_01_05_01 "glucosidase-like protein"
mips_01_05_01_01
mips_11_05
mips_11_05_03
at_At3g23770 mips_01 "beta-1,3-glucanase, putative"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At4g14080 mips_01 "A6 anther-specific protein"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At4g26830 mips_01 "putative beta-1,3-glucanase"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At4g29360 mips_01_04_01 "beta-1,3-glucanase-like protein"
at_At5g64790 mips_01_04_01 "beta-1,3-glucanase"
at_At5g20870 mips_01_04_01 "beta-1,3-glucanase - like protein"
mips_01_05
at_At5g55180 mips_01_04_01 "beta-1,3-glucanase-like protein"
Propertest Accuracy: 15/19 (78.95%)
Propertest Frequency class 'mips_01_04_01': 32/3835 (0.83%)
New (unknown) data (2278 items):
at_At5g20340 - no entry null
at_At5g20560 - no entry null
at_At3g22640 - mips_65 "unknown protein"
at_At1g77790 - no entry null
at_At3g57270 - no entry null
at_At4g16260 - no entry null
at_At5g44990 - no entry null
------------------
Rule 4331
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,membrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,spinacia) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,caviidae) = 0
eval(_1,_2,4.0e-3-0.1),db_ref(_2,hssp),desc(_2,factor) = 0
eval(_1,_2,4.0e-3-0.1),sq_len(_2,485.0-667.0),db_ref(_2,mgd) = 1
eval(_1,_2,2.0e-5-4.0e-3),mol_wt(_2,74022.0-112121.0),species(_2,bacillus_subtilis) = 0
eval(_1,_2,2.0e-5-4.0e-3),mol_wt(_2,74022.0-112121.0),sq_len(_2,1005.0-6487.0) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 1
eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,15.0-349.0),classification(_2,rickettsiales) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,chordata),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,phosphorylation),db_ref(_2,mgd) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,subunit) = 0
-> class mips_01_05_07 "C-compound, carbohydrate transport"
Evaluation on training data (4529 items):
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_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_At1g50310 mips_01_05_04 "hexose transporter, putative"
mips_01_05_07
mips_08_19
mips_67_07
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_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_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_At2g22730 mips_01_05_07 "hypothetical protein"
mips_08_19
mips_67_07
mips_67_50
mips_67_50_03
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_At2g30300 mips_01_05_07 "hypothetical protein"
mips_08_16
mips_63_99
mips_67_04
mips_67_07
at_At2g38060 - mips_01 "putative Na+-dependent inorganic phosphate cotransporter"
mips_01_04_07
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_67
mips_67_04_07
mips_67_04_07_07
mips_67_50_03
mips_67_50_03_03
mips_98
at_At2g43330 mips_01_05_07 "membrane transporter like protein"
mips_08_19
mips_67_07
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_At4g00370 mips_01 ""
mips_01_04
mips_01_04_07
mips_01_05
mips_01_05_07
mips_40
mips_40_02
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_04_07
mips_67_04_07_07
mips_67_04_07_99
mips_67_50
mips_67_50_03
mips_98
at_At4g02050 mips_01_05_07 "putative hexose transporter"
mips_08_19
mips_67_07
at_At4g16480 mips_01_05_07 "membrane transporter like protein"
mips_01_06_13
mips_02_11
mips_08_19
mips_67_07
mips_67_15
at_At4g21480 mips_01_05 "glucose transporter"
mips_01_05_07
mips_08
mips_08_19
mips_40_02
mips_67
mips_67_07
at_At4g25220 mips_01_05_07 "putative protein"
mips_08
mips_08_19
mips_40_02
mips_67_07
mips_67_50
mips_67_50_03
mips_67_99
at_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_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_At5g20380 - mips_01_04_07 "putative protein"
mips_67_04_07
mips_67_04_07_07
mips_67_50_03
at_At5g27360 mips_01_05_07 "sugar-porter family protein 2 (SFP2)"
mips_08_19
mips_67_07
at_At5g43350 mips_01_05_07 "phosphate transporter (gb|AAB17265.1)"
mips_08_19
mips_67_04_07
mips_67_07
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_At1g12940 - mips_01_04_07 "nitrate transporter, putative"
mips_67_04_07
mips_67_04_07_07
mips_67_50_03
at_At5g17010 mips_01_05_07 "sugar transporter - like protein"
mips_08_19
mips_67_07
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
Training Accuracy: 30/34 (88.24%)
Training Frequency class 'mips_01_05_07': 70/4529 (1.55%)
Evaluation on validation data (2278 items):
at_At1g48370 - mips_14_04_03 "unknown protein"
mips_14_04_03_03
mips_67_11
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_At1g67300 mips_01 "putative transport protein"
mips_01_05
mips_01_05_04
mips_01_05_07
mips_08
mips_08_19
mips_13
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_30
mips_30_01
mips_40
mips_40_02
mips_67
mips_67_07
at_At1g74780 mips_01_05_07 ""
mips_67_04
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_At1g79820 mips_01_05_04 "putative hexose transporter"
mips_01_05_07
mips_08_19
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_67_07
at_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_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_At2g20780 mips_01_05_07 "putative sugar transporter"
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_At2g35740 mips_01_05_07 "putative sugar transporter"
mips_01_06_13
mips_08_19
mips_67_07
at_At3g51490 mips_01_05_07 "sugar transporter-like protein"
mips_08_19
mips_67_07
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_At3g18830 mips_01_05_07 "sugar transporter like protein"
mips_08_19
mips_67_07
at_At3g19940 mips_01_05_07 "putative monosaccharide transport protein, STP4"
mips_08_19
mips_67_07
at_At3g43790 mips_01 "transporter-like protein"
mips_01_05
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_30
mips_30_01
mips_40_02
mips_67
mips_67_04
mips_67_07
mips_67_21
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_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_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_At4g05110 - mips_01_03_19 "putative equilibrative nucleoside transporter ENT6 (ENT6)"
at_At4g16370 - mips_14_04_03 "isp4 like protein"
mips_14_04_03_03
mips_67_11
mips_67_99
at_At4g36790 - mips_01_04_07 "putative protein"
mips_67_04_07
mips_67_04_07_07
mips_67_50
mips_67_50_03
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
Validation Accuracy: 17/24 (70.83%)
Validation Frequency class 'mips_01_05_07': 33/2278 (1.45%)
Evaluation on propertest data (3835 items):
at_At1g34580 mips_01 "monosaccharide transporter, putative"
mips_01_05
mips_01_05_07
mips_08
mips_08_19
mips_40_02
mips_67
mips_67_07
at_At1g75220 mips_01_05_07 "integral membrane protein, putative"
mips_08
mips_08_19
mips_40_02
mips_67_07
at_At1g78130 mips_01_05_07 "putative transporter"
mips_08_19
mips_40_30
mips_67_07
mips_67_50_03
mips_67_50_03_01
at_At1g11260 mips_01_05_07 "glucose transporter"
mips_08
mips_08_19
mips_40_02
mips_67_07
at_At1g16370 mips_01_05_07 "putative transport protein"
mips_48
mips_67_07
mips_67_21
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_At2g39210 mips_01_05_07 "nodulin-like protein"
mips_43
mips_43_03
mips_43_03_07
mips_45
mips_45_03
mips_45_03_12
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_05
mips_67_07
mips_67_07_99
mips_67_50
mips_67_50_03
mips_67_50_03_01
at_At2g04620 - mips_13_01 "putative cation transport protein"
mips_13_01_01
mips_40_02
mips_40_09
mips_40_22
mips_40_25
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_67_50
mips_67_50_25
at_At3g05400 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_At3g05960 mips_01_05_07 "putative hexose transporter"
mips_08_19
mips_67_07
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_At3g01630 mips_01_05 "hypothetical protein"
mips_01_05_07
mips_67
mips_67_07
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_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_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_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_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_At5g44370 mips_01_04_07 "Na+-dependent inorganic phosphate cotransporter-like protein"
mips_01_05_07
mips_67_04_07
mips_67_04_07_07
mips_67_04_07_99
mips_67_50
mips_67_50_03
at_At5g60770 - mips_67_04_07 "high-affinity nitrate transporter ACH1 - like protein"
mips_67_50
mips_67_50_03
at_At5g62730 - mips_67_04_07 "nitrate transporter NTL1 - like protein"
mips_67_11
at_At5g61520 mips_01_05_07 "monosaccharide transporter STP3"
mips_08_19
mips_67_07
Propertest Accuracy: 20/24 (83.33%)
Propertest Frequency class 'mips_01_05_07': 55/3835 (1.43%)
New (unknown) data (2278 items):
at_At1g18880 - mips_67 "putative protein"
mips_67_10
mips_67_11
at_At1g27040 - mips_67_10 "putative nitrate transporter (At1g27040)"
mips_67_11
at_At1g27080 - mips_67_11 "nitrite transporter, putative"
at_At1g33440 - mips_67_11 "nitrate transporter NTL1, putative"
at_At1g47530 - no entry null
at_At1g62200 - mips_67_11 "unknown protein (At1g62200)"
at_At1g68570 - mips_67_11 "peptide transporter, putative"
at_At1g72120 - no entry null
at_At1g80530 - mips_08_16 "nodulin-like protein"
mips_63_99
mips_67_04
at_At2g26690 - mips_67 "putative nitrate transporter"
mips_67_10
mips_67_11
at_At3g54450 - mips_67_11 "oligopeptide transporter -like protein"
at_At2g38100 - mips_67_11 "putative peptide/amino acid transporter"
at_At3g25260 - mips_67_11 "nitrate transporter, putative"
at_At3g26590 - no entry null
at_At3g45650 - mips_67_10 "putative protein"
mips_67_11
at_At3g45680 - mips_67_11 "putative transporter protein"
at_At3g45700 - mips_67_11 "putative transporter protein"
at_At4g19180 - no entry null
at_At5g13400 - mips_67_11 "peptide transporter - like protein"
at_At5g14940 - mips_67_11 "oligopeptide transporter -like protein"
at_At5g19640 - mips_67_11 "peptide transport protein-like"
at_At5g25050 - no entry null
at_At5g26250 - no entry null
at_At5g46050 - mips_67_11 "peptide transporter"
at_At5g62680 - mips_67_10 "peptide transporter"
mips_67_11
at_At1g79710 - no entry null
at_At1g22550 - mips_67_11 "Similar to LeOPT1 [Lycopersicon esculentum"
at_At2g28120 - mips_08_16 "nodulin-like protein"
mips_63_99
at_At2g40900 - no entry null
at_At3g53960 - mips_67_11 "transporter like protein"
at_At3g54140 - mips_67 "peptide transport - like protein"
mips_67_11
at_At3g20870 - mips_08_13 "unknown protein"
at_At3g21670 - mips_67_11 "nitrate transporter"
at_At3g28060 - no entry null
at_At3g45710 - mips_67_10 "putative transporter protein"
mips_67_11
at_At3g47960 - mips_67 "putative peptide transporter"
mips_67_10
mips_67_11
at_At1g22540 - mips_67_11 "Similar to peptide transporter"
at_At1g25520 - no entry null
at_At1g32450 - mips_67_10 "peptide transporter PTR2-B, putative"
mips_67_11
at_At1g52190 - mips_67 "peptide transporter like protein"
mips_67_10
mips_67_11
at_At1g66760 - no entry null
at_At1g69850 - mips_67_11 "nitrate transporter (NTL1)"
at_At1g71870 - no entry null
at_At1g72130 - mips_67_11 "peptide transporter PTR2-B, putative"
at_At1g12110 - mips_67 "nitrate/chlorate transporter CHL1"
mips_67_11
at_At2g02040 - mips_67_10 "histidine transport protein (PTR2-B)"
mips_67_11
at_At2g16660 - mips_08_16 "nodulin-like protein"
mips_63_99
at_At2g16980 - no entry null
at_At2g16990 - no entry null
at_At2g32040 - no entry null
at_At2g37900 - mips_67_11 "putative peptide/amino acid transporter"
at_At2g40460 - mips_67_11 "putative PTR2 family peptide transporter"
at_At3g05160 - no entry null
at_At3g16180 - mips_67_11 "putative transport protein"
at_At3g21690 - no entry null
at_At3g25280 - mips_67_11 "nitrate transporter, putative"
at_At3g45660 - mips_67_11 "putative protein"
at_At3g45690 - mips_67_11 "putative transporter protein"
at_At3g45720 - mips_67_11 "putative transporter protein"
at_At4g05130 - no entry null
at_At3g01350 - no entry null
at_At3g01930 - mips_08_16 "nodulin-like protein"
mips_63_99
at_At4g21680 - mips_67_10 "peptide transporter - like protein"
mips_67_11
at_At5g10820 - no entry null
at_At5g46040 - mips_67_11 "peptide transporter"
at_At5g49130 - no entry null
at_At5g52050 - no entry null
at_At5g01180 - mips_67_11 "oligopeptide transporter - like protein"
------------------
Rule 4154
eval(_1,_2,0.0-9.0e-25),desc(_2,hypothetical) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),desc(_2,putative) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,amphibia),db_ref(_2,prodom) = 1
-> class mips_01_05_07 "C-compound, carbohydrate transport"
Evaluation on training data (4529 items):
at_At1g06690 mips_01_05 "unknown protein"
mips_01_05_07
mips_01_06
mips_02_16
mips_20_03
mips_67
mips_67_07
mips_67_15
at_At2g21250 mips_01_05_07 "putative NADPH dependent mannose 6-phosphate reductase"
mips_01_06_04
mips_11_07_03
mips_20_03
mips_20_25_07
mips_20_25_07_01
mips_20_25_07_07
mips_20_25_07_99
mips_40_27
mips_40_27_99
mips_47_03_11
mips_47_03_11_07
mips_47_03_15
mips_47_03_15_09
mips_47_03_21
mips_47_03_21_01
mips_67_07
at_At2g37760 mips_01_05_07 "putative alcohol dehydrogenase"
mips_20_25
mips_20_25_07
mips_20_25_07_01
mips_20_25_07_07
mips_20_25_07_99
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_47_03_15
mips_47_03_15_09
mips_67_04
mips_67_07
mips_67_15
at_At2g37770 mips_01_05_07 "putative alcohol dehydrogenase"
mips_01_06
mips_01_06_04
mips_11_07
mips_11_07_03
mips_20
mips_20_03
mips_40_27
mips_40_27_99
mips_67_04
mips_67_07
mips_67_15
at_At5g01670 mips_01_05_07 "aldose reductase-like protein"
mips_01_05_99
mips_01_06
mips_20
mips_20_25
mips_20_25_07
mips_20_25_07_01
mips_20_25_07_07
mips_20_25_07_99
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_47_03_15
mips_47_03_15_09
mips_67_04
mips_67_07
mips_67_15
Training Accuracy: 5/5 (100.00%)
Training Frequency class 'mips_01_05_07': 70/4529 (1.55%)
Evaluation on validation data (2278 items):
at_At1g59960 mips_01_05_07 "putative protein"
mips_20_25
mips_20_25_07
mips_20_25_07_01
mips_20_25_07_07
mips_20_25_07_99
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_47_03_15
mips_47_03_15_09
mips_47_03_21
mips_47_03_21_01
mips_67_04
mips_67_07
mips_67_15
at_At2g21260 mips_01_05_07 "putative NADPH dependent mannose 6-phosphate reductase"
mips_01_06_04
mips_11_07_03
mips_20_03
mips_20_25_07
mips_20_25_07_01
mips_20_25_07_07
mips_20_25_07_99
mips_40_27_99
mips_47_03_11
mips_47_03_11_07
mips_47_03_15
mips_47_03_15_09
mips_47_03_21
mips_47_03_21_01
mips_67_07
mips_67_15
at_At3g53880 mips_01_05_07 "reductase-like protein"
mips_20_03
mips_67_04
mips_67_07
mips_67_15
at_At5g14600 - mips_05_07 "putative protein"
mips_25_05_25
at_At5g47910 - mips_01_20_35 "respiratory burst oxidase protein"
mips_01_20_35_02
mips_11_07_07
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
mips_63_17_01
at_At5g53580 mips_01_05_07 "aldo/keto reductase-like protein"
mips_01_06_04
mips_02_01
mips_02_16
mips_20_03
mips_67_07
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'mips_01_05_07': 33/2278 (1.45%)
Evaluation on propertest data (3835 items):
at_At1g59950 mips_01_05_01 "hypothetical protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_07
mips_01_06
mips_11_05
mips_11_05_01
mips_11_05_01_03
mips_11_07
mips_11_07_03
mips_20
mips_20_03
mips_67_04
mips_67_07
mips_67_15
at_At2g34350 mips_01_05_07 "nodulin-like protein"
mips_08_19
mips_67_07
at_At2g37790 mips_01_05_01_01_01 "putative alcohol dehydrogenase"
mips_01_05_07
mips_01_06_04
mips_11_05_01
mips_11_05_01_03
mips_11_07
mips_11_07_03
mips_20_03
mips_40_27
mips_40_27_99
mips_67_04
mips_67_15
at_At3g27380 - mips_02_10 "succinate dehydrogenase iron-protein subunit, putative"
mips_02_11_05
mips_02_13
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_At3g56950 - mips_08 "unknown protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_20
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_01
mips_67_99
at_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_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_At5g62420 mips_01_05_07 "aldose reductase-like protein"
mips_20_25_07
mips_20_25_07_01
mips_20_25_07_07
mips_20_25_07_99
mips_47_03_11
mips_47_03_11_07
mips_47_03_15
mips_47_03_15_09
mips_47_03_21
mips_47_03_21_01
mips_67_07
mips_67_15
Propertest Accuracy: 4/9 (44.44%)
Propertest Frequency class 'mips_01_05_07': 55/3835 (1.43%)
New (unknown) data (2278 items):
------------------
Rule 4355
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,membrane) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,rhodobacterales) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,spinacia) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,methanothermobacter),db_ref(_2,interpro) = 1
eval(_1,_2,4.0e-3-0.1),sq_len(_2,485.0-667.0),db_ref(_2,hamap) = 1
eval(_1,_2,4.0e-3-0.1),sq_len(_2,485.0-667.0),db_ref(_2,mgd) = 1
eval(_1,_2,2.0e-5-4.0e-3),mol_wt(_2,74022.0-112121.0),sq_len(_2,1005.0-6487.0) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,phosphorylation),db_ref(_2,mgd) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,subunit) = 0
-> class mips_67_04_07 "anion transporters (Cl, SO4, PO4, etc.)"
Evaluation on training data (4529 items):
at_At1g18940 - mips_01_05_07 "hypothetical protein"
mips_67_07
mips_67_99
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_At1g23090 mips_35 "putative sulphate transporter protein"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04
mips_67_04_07
mips_67_04_07_05
at_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_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_At2g22730 - mips_01_05_07 "hypothetical protein"
mips_08_19
mips_67_07
mips_67_50
mips_67_50_03
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_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_At2g30300 - mips_01_05_07 "hypothetical protein"
mips_08_16
mips_63_99
mips_67_04
mips_67_07
at_At2g38060 mips_01 "putative Na+-dependent inorganic phosphate cotransporter"
mips_01_04_07
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_67
mips_67_04_07
mips_67_04_07_07
mips_67_50_03
mips_67_50_03_03
mips_98
at_At2g38460 - mips_67_04 "unknown protein"
mips_67_04_01
mips_67_04_01_01
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_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_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_At3g51900 mips_35_03_05 "sulfate transporter (ATST1)"
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
at_At4g00370 mips_01 ""
mips_01_04
mips_01_04_07
mips_01_05
mips_01_05_07
mips_40
mips_40_02
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_04_07
mips_67_04_07_07
mips_67_04_07_99
mips_67_50
mips_67_50_03
mips_98
at_At4g11810 - mips_01_04_04 "putative protein"
mips_08_13
mips_10_05_02
mips_10_05_02_24
mips_14_01_03
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_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_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_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_At5g20380 mips_01_04_07 "putative protein"
mips_67_04_07
mips_67_04_07_07
mips_67_50_03
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_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_At1g12940 mips_01_04_07 "nitrate transporter, putative"
mips_67_04_07
mips_67_04_07_07
mips_67_50_03
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
Training Accuracy: 16/30 (53.33%)
Training Frequency class 'mips_67_04_07': 32/4529 (0.71%)
Evaluation on validation data (2278 items):
at_At1g48370 - mips_14_04_03 "unknown protein"
mips_14_04_03_03
mips_67_11
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_At1g74780 - mips_01_05_07 ""
mips_67_04
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_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_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_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_At3g51490 - mips_01_05_07 "sugar transporter-like protein"
mips_08_19
mips_67_07
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_At3g19940 - mips_01_05_07 "putative monosaccharide transport protein, STP4"
mips_08_19
mips_67_07
at_At3g43790 - mips_01 "transporter-like protein"
mips_01_05
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_30
mips_30_01
mips_40_02
mips_67
mips_67_04
mips_67_07
mips_67_21
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_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_At4g05110 - mips_01_03_19 "putative equilibrative nucleoside transporter ENT6 (ENT6)"
at_At4g16370 - mips_14_04_03 "isp4 like protein"
mips_14_04_03_03
mips_67_11
mips_67_99
at_At4g36790 mips_01_04_07 "putative protein"
mips_67_04_07
mips_67_04_07_07
mips_67_50
mips_67_50_03
at_At4g38380 - mips_08 "putative protein"
mips_08_16
mips_11
mips_11_05
mips_11_05_01
mips_11_05_01_01
mips_11_05_01_03
mips_11_07
mips_11_07_05
mips_40_02
mips_67
mips_67_28
mips_67_50
mips_67_50_05
mips_67_50_05_03
at_At5g19600 mips_35 "sulfate transporter (Sultr3;5)"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04
mips_67_04_07
mips_67_04_07_05
at_At5g50520 mips_01_05_07 "nodulin-like protein"
mips_08_19
mips_67_04_07
mips_67_04_07_99
mips_67_07
Validation Accuracy: 7/20 (35.00%)
Validation Frequency class 'mips_67_04_07': 20/2278 (0.88%)
Evaluation on propertest data (3835 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_At1g34580 - mips_01 "monosaccharide transporter, putative"
mips_01_05
mips_01_05_07
mips_08
mips_08_19
mips_40_02
mips_67
mips_67_07
at_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_At1g78130 - mips_01_05_07 "putative transporter"
mips_08_19
mips_40_30
mips_67_07
mips_67_50_03
mips_67_50_03_01
at_At1g16370 - mips_01_05_07 "putative transport protein"
mips_48
mips_67_07
mips_67_21
at_At1g63010 - mips_01_05_07 "putative tetracycline resistance efflux protein"
mips_08_19
mips_67_07
mips_67_99
at_At1g15460 mips_67_04_07 "putative protein"
mips_67_50
mips_67_50_05
at_At2g18480 - mips_01_05_04 "putative sugar transporter"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_67_07
at_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_At2g39290 - mips_01_06_01_01 "putative CDP-diacylglycerol--glycerol-3-phosphate 3-phosphatidyltransferase"
mips_40_08
mips_40_30
at_At3g03090 - mips_01_05_07 "hypothetical protein"
mips_08
mips_08_19
mips_40_02
mips_67_07
at_At3g05400 - 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_At3g19930 - mips_01_05_07 "monosaccharide transport protein, STP4"
mips_08_19
mips_67_07
at_At3g01630 - mips_01_05 "hypothetical protein"
mips_01_05_07
mips_67
mips_67_07
at_At3g09990 - mips_01_03_01 "putative protein"
mips_01_03_01_03
mips_01_03_19
mips_67_17
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_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_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_At4g24120 - mips_14_04_03 "unknown protein"
mips_14_04_03_03
mips_67_11
mips_67_99
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_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_At5g40890 mips_08_99 "anion channel protein (gb|AAC05742.1)"
mips_13
mips_13_01_03
mips_13_01_03_05
mips_43
mips_43_03
mips_45_03_17
mips_45_03_99
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_99
mips_67
mips_67_01
mips_67_01_01
mips_67_04_07
at_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_At5g44370 mips_01_04_07 "Na+-dependent inorganic phosphate cotransporter-like protein"
mips_01_05_07
mips_67_04_07
mips_67_04_07_07
mips_67_04_07_99
mips_67_50
mips_67_50_03
at_At5g47130 - mips_14_10_02 "putative protein"
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_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_At5g62730 mips_67_04_07 "nitrate transporter NTL1 - like protein"
mips_67_11
at_At5g13740 - mips_01_05_07 "transporter-like protein"
mips_08_16
mips_08_16_99
mips_11_05_01_01
mips_11_07_05
mips_40_30
mips_67
mips_67_07
mips_67_12
mips_67_28
mips_67_50
mips_67_50_05
mips_67_99
Propertest Accuracy: 13/30 (43.33%)
Propertest Frequency class 'mips_67_04_07': 27/3835 (0.70%)
New (unknown) data (2278 items):
at_At1g15160 - no entry null
at_At1g15170 - no entry null
at_At1g18880 - mips_67 "putative protein"
mips_67_10
mips_67_11
at_At1g27040 - mips_67_10 "putative nitrate transporter (At1g27040)"
mips_67_11
at_At1g32080 - mips_30_34 "unknown protein"
mips_40_30
at_At1g33090 - mips_67_28 "hypothetical protein"
at_At1g33100 - no entry null
at_At1g33440 - mips_67_11 "nitrate transporter NTL1, putative"
at_At1g61890 - no entry null
at_At1g62200 - mips_67_11 "unknown protein (At1g62200)"
at_At1g64150 - no entry null
at_At1g68570 - mips_67_11 "peptide transporter, putative"
at_At1g72120 - no entry null
at_At1g80530 - mips_08_16 "nodulin-like protein"
mips_63_99
mips_67_04
at_At2g26690 - mips_67 "putative nitrate transporter"
mips_67_10
mips_67_11
at_At2g02020 - mips_67_10 "putative peptide/amino acid transporter"
mips_67_11
at_At2g17500 - no entry null
at_At2g38100 - mips_67_11 "putative peptide/amino acid transporter"
at_At2g38330 - mips_11 "hypothetical protein"
mips_11_07
mips_67
mips_67_28
at_At2g38510 - mips_67_28 "hypothetical protein"
at_At1g11450 - mips_25_03 "similar to MtN21 emb|CAA75575; similar to EST gb|H77065"
at_At3g25260 - mips_67_11 "nitrate transporter, putative"
at_At3g25290 - no entry null
at_At3g26590 - no entry null
at_At3g45650 - mips_67_10 "putative protein"
mips_67_11
at_At3g45680 - mips_67_11 "putative transporter protein"
at_At4g00350 - no entry null
at_At4g21910 - no entry null
at_At5g13400 - mips_67_11 "peptide transporter - like protein"
at_At5g14940 - mips_67_11 "oligopeptide transporter -like protein"
at_At5g19640 - mips_67_11 "peptide transport protein-like"
at_At5g25050 - no entry null
at_At5g26250 - no entry null
at_At5g38030 - mips_67 "putative transmembrane protein"
mips_67_28
at_At5g46050 - mips_67_11 "peptide transporter"
at_At5g62680 - mips_67_10 "peptide transporter"
mips_67_11
at_At5g65380 - no entry null
at_At1g31470 - mips_08_16 "hypothetical protein"
mips_63_99
at_At1g03260 - mips_40_30 "hypothetical protein"
at_At1g58340 - no entry null
at_At1g59740 - mips_67_11 "unknown protein"
at_At1g72140 - mips_67_11 "peptide transporter PTR2-B, putative"
at_At1g79710 - no entry null
at_At1g15180 - no entry null
at_At1g22550 - mips_67_11 "Similar to LeOPT1 [Lycopersicon esculentum"
at_At1g22570 - mips_67_11 "Similar to LeOPT1 [Lycopersicon esculentum"
at_At2g28120 - mips_08_16 "nodulin-like protein"
mips_63_99
at_At2g34360 - mips_11_07 "hypothetical protein"
mips_67_28
at_At2g04080 - no entry null
at_At3g53960 - mips_67_11 "transporter like protein"
at_At3g54140 - mips_67 "peptide transport - like protein"
mips_67_11
at_At3g56160 - no entry null
at_At3g20870 - mips_08_13 "unknown protein"
at_At3g21670 - mips_67_11 "nitrate transporter"
at_At3g45710 - mips_67_10 "putative transporter protein"
mips_67_11
at_At3g47960 - mips_67 "putative peptide transporter"
mips_67_10
mips_67_11
at_At4g05120 - no entry null
at_At4g12000 - no entry null
at_At1g22540 - mips_67_11 "Similar to peptide transporter"
at_At1g22850 - no entry null
at_At1g25520 - no entry null
at_At1g52190 - mips_67 "peptide transporter like protein"
mips_67_10
mips_67_11
at_At1g69850 - mips_67_11 "nitrate transporter (NTL1)"
at_At1g70330 - mips_08 "unknown protein (At1g70330)"
mips_20
at_At1g72130 - mips_67_11 "peptide transporter PTR2-B, putative"
at_At1g78620 - no entry null
at_At1g12110 - mips_67 "nitrate/chlorate transporter CHL1"
mips_67_11
at_At1g15150 - no entry null
at_At1g33080 - mips_67 "putative protein"
at_At1g12950 - no entry null
at_At2g02040 - mips_67_10 "histidine transport protein (PTR2-B)"
mips_67_11
at_At2g16660 - mips_08_16 "nodulin-like protein"
mips_63_99
at_At2g16980 - no entry null
at_At2g16990 - no entry null
at_At2g21340 - no entry null
at_At2g32040 - no entry null
at_At2g36630 - no entry null
at_At2g37900 - mips_67_11 "putative peptide/amino acid transporter"
at_At2g40460 - mips_67_11 "putative PTR2 family peptide transporter"
at_At3g03620 - no entry null
at_At3g05160 - no entry null
at_At3g16180 - mips_67_11 "putative transport protein"
at_At3g21690 - no entry null
at_At3g25280 - mips_67_11 "nitrate transporter, putative"
at_At3g45660 - mips_67_11 "putative protein"
at_At3g45690 - mips_67_11 "putative transporter protein"
at_At3g45720 - mips_67_11 "putative transporter protein"
at_At4g05140 - no entry null
at_At3g01350 - no entry null
at_At3g01930 - mips_08_16 "nodulin-like protein"
mips_63_99
at_At3g23550 - no entry null
at_At4g19450 - mips_08 "putative protein"
mips_08_16
mips_63_99
at_At4g21250 - no entry null
at_At4g21260 - no entry null
at_At4g27720 - no entry null
at_At4g02690 - mips_67_01 "putative glutamate-/aspartate-binding peptide"
at_At4g23030 - no entry null
at_At5g10420 - no entry null
at_At5g10820 - no entry null
at_At5g19070 - no entry null
at_At5g46700 - mips_14_20 "senescence-associated protein 5-like protein"
at_At5g49130 - no entry null
at_At5g50300 - no entry null
at_At5g52450 - no entry null
at_At5g01180 - mips_67_11 "oligopeptide transporter - like protein"
------------------
Rule 3004
eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,glycoprotein),desc(_2,hypothetical) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,smart) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,pooideae),desc(_2,precursor) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,canis),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,betaproteobacteria),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,escherichia) = 0
-> class mips_13_03_01 "synaptic transmission"
Evaluation on training data (4529 items):
at_At1g47830 mips_08_07 "clathrin coat assembly protein AP17, putative"
mips_08_07_22
mips_08_07_22_01
mips_13_03
mips_13_03_01
mips_40_08
mips_40_09
mips_45
mips_45_03
mips_45_03_09
at_At1g60780 mips_08_07_22 "putative Clathrin Coat Assembly protein"
mips_08_07_22_01
mips_13_03
mips_13_03_01
mips_40_09
mips_45
mips_45_03
mips_45_03_09
at_At1g60970 - mips_08_07_22 "coatomer zeta subunit like protein"
mips_08_07_22_01
mips_40_09
mips_45_03_09
at_At1g07000 mips_06_04 "putative protein"
mips_08
mips_08_16
mips_13_03
mips_13_03_01
mips_40_04
mips_40_04_03
at_At1g02010 mips_04_09 "hypothetical protein"
mips_06_04
mips_08
mips_08_07
mips_08_07_07
mips_08_07_27
mips_08_16
mips_08_16_05
mips_13_03
mips_13_03_01
mips_25_05_25
mips_40_09
at_At2g17380 mips_08_07 "clathrin assembly protein AP19, small subunit"
mips_13_03
mips_13_03_01
mips_40_08
mips_40_09
at_At2g19790 mips_08_07 "putative clathrin assembly protein"
mips_13_03
mips_13_03_01
mips_40_08
mips_40_09
at_At2g39380 - mips_08_16 "hypothetical protein"
mips_40_04_03
at_At1g10730 mips_06_04 "putative clathrin-coat assembly protein"
mips_08
mips_08_07
mips_08_07_22
mips_08_07_22_01
mips_13
mips_13_03
mips_13_03_01
mips_14
mips_14_04
mips_20
mips_25
mips_25_05
mips_40_02
mips_40_03
mips_40_09
mips_45
mips_45_03
mips_45_03_09
at_At2g47770 - mips_01_06 "unknown protein"
mips_01_06_13
mips_06_04
mips_10_05
mips_30_16
mips_40_16
mips_67_01
at_At3g09520 mips_08_16 "hypothetical protein"
mips_13_03
mips_13_03_01
mips_40_04_03
at_At3g09530 mips_08_16 "hypothetical protein"
mips_13_03
mips_13_03_01
mips_40_04
mips_40_04_03
at_At3g14090 mips_04_05_01 "unknown protein"
mips_04_05_01_04
mips_06_04
mips_08_16
mips_13
mips_13_03
mips_13_03_01
mips_40_04
mips_40_04_03
at_At3g29400 mips_04 "hypothetical protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_04
mips_08
mips_08_16
mips_10
mips_13
mips_13_03
mips_13_03_01
mips_40_03
mips_40_04
mips_40_04_03
at_At4g24550 mips_08_07 "clathrin coat assembly like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_03
mips_13_03_01
mips_30_02
mips_30_08
mips_30_22
mips_30_25
mips_40_09
at_At4g31540 mips_08_16 "putative protein"
mips_13_03
mips_13_03_01
mips_40_04_03
at_At5g13990 - mips_06_04 "leucine zipper protein-like"
mips_08_16
mips_13
mips_40_04
mips_40_04_03
at_At5g52350 mips_08_16 "putative protein"
mips_13_03
mips_13_03_01
mips_40_04_03
at_At5g58430 mips_08_16 "leucine zipper-containing protein"
mips_13_03
mips_13_03_01
mips_40_04_03
at_At5g59730 - mips_08_16 "unknown protein"
mips_40_04_03
Training Accuracy: 15/20 (75.00%)
Training Frequency class 'mips_13_03_01': 120/4529 (2.65%)
Evaluation on validation data (2278 items):
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_At1g54090 mips_08_16 "hypothetical protein"
mips_13
mips_13_03
mips_13_03_01
mips_40_04
mips_40_04_03
at_At1g77140 mips_08_07 "unknown protein"
mips_08_07_07
mips_08_07_27
mips_08_16
mips_08_16_05
mips_13_03
mips_13_03_01
mips_13_03_99
mips_30_02
mips_30_03
mips_30_09
mips_30_25
mips_40_08
mips_40_09
mips_40_25
at_At2g28640 mips_04 "unknown protein"
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_04
mips_08_16
mips_10
mips_13
mips_13_03
mips_13_03_01
mips_40_03
mips_40_04
mips_40_04_03
at_At4g12120 - mips_08_07_07 "putative protein"
mips_08_07_27
mips_08_16
mips_08_16_05
mips_13_03_99
mips_30_02
mips_30_03
mips_30_09
mips_40_09
at_At4g24230 - mips_62_02_01_02 "putative protein"
mips_63_09
at_At5g05010 mips_10 "coatomer delta subunit (delta-coat protein) (delta-COP)"
mips_13_03
mips_13_03_01
mips_40_08
mips_40_09
at_At5g42890 - mips_01 "unknown protein"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_25
mips_20
mips_40
mips_40_16
mips_40_19
mips_63
mips_63_13
mips_63_13_99
mips_67
mips_67_13
at_At5g46630 mips_06_04 "AP47/50p (gb|AAB88283.1)"
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_03
mips_13_03_01
mips_30
mips_30_22
mips_30_25
mips_40_02
mips_40_03
mips_40_09
at_At5g50380 mips_08_16 "putative protein"
mips_13_03
mips_13_03_01
mips_40_04_03
at_At5g52340 mips_08_16 "putative protein"
mips_13_03
mips_13_03_01
mips_40_04_03
Validation Accuracy: 7/11 (63.64%)
Validation Frequency class 'mips_13_03_01': 63/2278 (2.77%)
Evaluation on propertest data (3835 items):
at_At1g21660 mips_13_03_01 "auxilin-like protein"
mips_67_01
at_At1g51640 mips_08_16 "hypothetical protein"
mips_13_03
mips_13_03_01
mips_40_04_03
at_At1g71410 - mips_03_03_01_01 "hypothetical protein"
mips_10_01_05_01
mips_10_01_05_01_03
mips_14_01_03
mips_14_01_03_01
mips_14_01_03_99
mips_14_01_05
mips_14_01_05_01
mips_14_01_99
at_At1g12360 mips_04_09 "unknown protein (At1g12360)"
mips_06_04
mips_08
mips_08_07
mips_08_07_07
mips_08_07_27
mips_08_16
mips_08_16_05
mips_13
mips_13_03
mips_13_03_01
mips_13_03_99
mips_25
mips_25_05
mips_25_05_25
mips_30
mips_30_02
mips_30_03
mips_40_03
mips_40_09
mips_63_01
at_At2g17980 - mips_08_07 "putative SEC1 family transport protein"
mips_08_07_27
mips_40_08
mips_40_09
at_At2g28650 - mips_08_16 "hypothetical protein"
mips_40_04_03
at_At2g29870 - mips_25_05_13 "putative aquaporin (plasma membrane intrinsic protein)"
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_99
at_At3g54860 - mips_08_07_07 "vacuolar protein sorting protein 33 (VPS33)"
mips_08_07_27
mips_08_16
mips_08_16_05
mips_13_03_99
mips_30_02
mips_30_03
mips_30_09
mips_40_09
mips_45_03_17
mips_62_02_99
at_At3g55150 - mips_08_16 "unknown protein"
mips_40_04_03
at_At5g61010 mips_08_16 "putative protein"
mips_13_03
mips_13_03_01
mips_40_04_03
at_At5g03540 mips_08_16 "putative protein"
mips_13_03_01
mips_40_04_03
Propertest Accuracy: 5/11 (45.45%)
Propertest Frequency class 'mips_13_03_01': 84/3835 (2.19%)
New (unknown) data (2278 items):
at_At3g50860 - mips_08_07 "putative clathrin coat assembly protein"
mips_40_08
mips_40_09
at_At3g58620 - no entry null
at_At4g35410 - mips_40_09 "clathrin assembly protein AP19 homolog"
at_At1g15370 - no entry null
at_At1g56590 - mips_40_09 "clathrin coat assembly protein, putative"
mips_40_25
at_At3g05420 - no entry null
at_At3g09800 - mips_40_09 "putative coatomer zeta subunit (zeta-coat protein)"
at_At4g17840 - no entry null
at_At4g31740 - mips_08_07 "putative protein"
mips_40_08
mips_40_09
at_At4g08520 - no entry null
at_At5g27630 - no entry null
------------------
Rule 3580
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,mus),keyword(_2,multigene_family) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,suina),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),db_ref(_2,prodom) = 0
-> class mips_63_19_05 "GTP binding"
Evaluation on training data (4529 items):
at_At1g22740 - mips_10_01_05 "RAS-related protein, RAB7"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
at_At1g03160 - mips_30_16 "hypothetical protein"
mips_63_17_01
at_At1g30580 - mips_04_03 "putative GTP-binding protein"
mips_04_03_06
mips_05_99
at_At1g30960 mips_03_03 "F17F8.15"
mips_03_03_01
mips_06_07
mips_06_07_03
mips_10_01_05
mips_10_01_05_05
mips_62
mips_62_02
mips_62_02_05
mips_63_19_05
at_At1g35550 mips_05_04_02 "elongation factor, putative"
mips_63_19_05
at_At1g43890 - mips_10_01_05 "GTP-binding protein, putative"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
at_At1g47590 mips_08_16 "hypothetical protein"
mips_10_01_05
mips_10_01_05_05
mips_63_19_05
at_At1g01200 mips_08_16 "GTP-binding protein, putative"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At1g52280 - mips_06_04 "GTP-binding protein RAB7D, putative"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_07
mips_40_08
at_At1g56050 - mips_04 "GTP-binding protein, putative"
mips_04_03
mips_04_03_06
mips_05
mips_05_99
mips_10
mips_40
mips_40_16
mips_63
mips_63_19
mips_98
mips_99
at_At1g56070 mips_05_04_02 "elongation factor, putative"
mips_25_05_09
mips_63_19_05
at_At1g57720 - mips_05_04_02 "unknown protein"
mips_05_07
mips_05_10
mips_05_99
at_At1g62750 mips_05_04_02 "elongation factor G, putative"
mips_63_19_05
at_At1g70490 mips_08_07 "ADP-ribosylation factor 1 like protein"
mips_08_07_05
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_13_03
mips_13_03_01
mips_30_22
mips_40_08
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At1g75840 - mips_10_01_05_05 "rac-like GTP binding protein (ARAC5)"
mips_10_01_05_05_01
mips_13_05
mips_13_07
at_At2g22870 mips_04 "putative nucleotide-binding protein"
mips_04_05
mips_04_05_01
mips_04_05_01_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_05
mips_05_04
mips_14
mips_14_01
mips_30
mips_30_01
mips_40
mips_40_03
mips_40_16
mips_63
mips_63_19
mips_63_19_05
mips_99
at_At2g38840 mips_01_03 "putative guanylate binding protein"
mips_01_03_01
mips_01_03_01_01
mips_11_05_03
mips_20_25
mips_20_25_16
mips_45
mips_45_03
mips_45_03_09
mips_47
mips_47_03
mips_47_03_21
mips_63_19_05
mips_63_19_99
at_At3g22950 mips_06_07_99 "ADP-ribosylation factor, putative"
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At3g22980 mips_04_05_05 "eukaryotic translation elongation factor 2, putative"
mips_05
mips_05_04
mips_05_04_02
mips_14_01
mips_14_01_03
mips_25_05_09
mips_40_10_99
mips_63_03_03
mips_63_19_05
at_At4g12790 mips_63_19_03 "unknown protein"
mips_63_19_05
at_At4g19640 - mips_06_04 "small GTP-binding protein - like"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_07
mips_40_08
at_At1g07920 mips_05_04_02 "elongation factor 1-alpha"
mips_63_19_05
at_At2g15310 mips_06 "putative ADP-ribosylation factor"
mips_06_04
mips_06_07
mips_06_07_99
mips_08
mips_08_07
mips_08_07_05
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_13
mips_13_03
mips_13_03_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_40
mips_40_03
mips_40_08
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63
mips_63_19
mips_63_19_05
mips_67
at_At2g18390 - mips_08_16 "putative ADP-ribosylation factor"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At2g18770 - mips_06_04 "putative signal recognition particle receptor beta subunit"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_11_05
at_At1g09180 mips_06_07_99 "putative GTP-binding protein, SAR1B"
mips_08_07
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_40_08
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At2g31060 mips_05_04_02 "putative GTP-binding protein"
mips_10_01_05_05
mips_63_19_05
at_At2g31680 mips_06_04 "putative RAS superfamily GTP-binding protein"
mips_08
mips_08_07
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40_02
mips_40_07
mips_40_08
mips_63_19_05
at_At2g33870 mips_08_07 "putative GTP-binding protein"
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At1g10630 mips_06_04 "similar to ADP-ribosylation factor gb|AAD17207; similar to ESTs gb|N65779, gb|AI996946.1, gb|AI725909.1, gb|T45928, gb|T42202"
mips_06_07
mips_06_07_99
mips_08
mips_08_07
mips_08_07_05
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_40_02
mips_40_08
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At2g43130 mips_08_16 "Ras-related GTP-binding protein (ARA-4)"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19_05
at_At2g44610 - mips_10_01_05 "putative small GTP-binding protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
at_At2g45030 - mips_05 "putative mitochondrial translation elongation factor G"
mips_05_04
mips_05_04_02
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_25
mips_25_05
mips_25_05_09
mips_40
mips_40_03
mips_40_16
mips_63
mips_63_01
mips_63_19
at_At2g47170 mips_06_07_99 "ADP-ribosylation factor 1"
mips_08_07
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_30_08
mips_40_08
mips_40_09
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At3g09900 mips_08_07 "putative Ras-like GTP-binding protein"
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At3g15060 mips_08_07 "ras-related GTP-binding protein"
mips_08_16
mips_10_01_05_05
mips_63_19_05
at_At3g51300 - mips_10_01_05 "rac-like GTP binding protein Arac11"
mips_10_01_05_05
mips_10_01_05_05_01
mips_11_01
mips_13_05
mips_13_07
mips_13_11
mips_30_04
at_At3g53610 - mips_06_04 "GTPase AtRAB8"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
at_At3g62560 - mips_08_07_05 "Sar1-like GTP binding protein"
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_13_05
mips_13_07
mips_62_02_01_01
mips_62_02_01_01_99
at_At3g63150 - mips_08_16 "rac-GTP binding protein like"
mips_63_17
mips_63_17_01
at_At4g02930 mips_05_04_02 "mitochondrial elongation factor Tu"
mips_63_19_05
at_At4g17530 - mips_10_01_05_05 "ras-related small GTP-binding protein RAB1c"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At4g18330 - mips_05_01 "translation initiation factor eIF-2 gamma chain-like protein"
mips_05_04
mips_05_04_02
mips_14_01
mips_14_01_03
mips_40_10_03
at_At4g20360 mips_05 "translation elongation factor EF-Tu precursor, chloroplast"
mips_05_04
mips_05_04_02
mips_14
mips_14_04
mips_25
mips_25_05
mips_25_05_25
mips_40_03
mips_63_01
mips_63_19
mips_63_19_05
at_At4g28950 - mips_10_01_05_05 "rac GTP binding protein Arac7"
mips_10_01_05_05_01
mips_13_05
mips_13_07
at_At4g35020 - mips_10_01_05_05 "Rho1Ps homolog/ Rac-like protein"
mips_10_01_05_05_01
mips_13_05
mips_13_07
at_At4g35860 - mips_08_07 "GTP-binding protein GB2"
mips_08_07_27
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_13_03
mips_13_03_01
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At4g35950 - mips_10_01_05_05 "ras-related small GTP-binding protein"
mips_10_01_05_05_01
mips_13_05
mips_13_07
at_At4g39520 mips_40_16 "GTP-binding - like protein"
mips_63_19_05
at_At4g39890 - mips_10_01_05_05 "small GTP-binding protein - like"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At4g39990 mips_08_07 "GTP-binding protein GB3"
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At5g10260 - mips_06_04 "GTP-binding protein"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g10640 mips_05_04_02 "putative protein"
mips_63_19_05
at_At5g13650 mips_05_04 "GTP-binding protein typA (tyrosine phosphorylated protein A)"
mips_05_04_02
mips_10_01_05
mips_10_01_05_05
mips_63_19_05
at_At5g14670 mips_06_07_99 "ADP-ribosylation factor - like protein"
mips_08_07_05
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_13_03
mips_13_03_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At5g37680 mips_08_07 "ADP-ribosylation factor-like protein (K12B20.15)"
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At5g39900 mips_05_04_02 "GTP-binding protein-like"
mips_10_01_05_05
mips_63_19_05
at_At5g45750 - mips_08_07 "Rab-type small GTP-binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g52210 mips_08_07 "GTP-binding protein-like"
mips_08_07_05
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At5g59150 - mips_10_01_05_05 "GTP-binding protein rab11 - like"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g66470 mips_06_07_03 "GTP-binding protein-like"
mips_62_02_05
mips_63_19_05
at_At1g20090 - mips_10_01_05_05 "RAC-like GTP-binding protein ARAC4"
mips_10_01_05_05_01
mips_13_05
mips_13_07
at_At5g03530 - mips_10_01_05_05 "AtRab GTP-binding protein"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g08650 mips_05_04_02 "GTP-binding protein LepA homolog"
mips_10_01_05
mips_10_01_05_05
mips_63_19_05
at_At5g17060 mips_06_04 "ADP-ribosylation factor -like protein"
mips_06_07
mips_06_07_99
mips_06_10
mips_08
mips_08_07
mips_08_07_05
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_40_08
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At5g47520 mips_08_16 "GTP-binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19_05
at_At5g47960 mips_08_16 "RAS superfamily GTP-binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19_05
at_At5g60390 mips_05_04_02 "translation elongation factor eEF-1 alpha chain (gene A4)"
mips_63_19_05
at_At5g60860 mips_08_07 "GTP-binding protein - like"
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At3g09910 - mips_10_01_05_05 "putative Ras-like GTP-binding protein"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
Training Accuracy: 40/70 (57.14%)
Training Frequency class 'mips_63_19_05': 53/4529 (1.17%)
Evaluation on validation data (2278 items):
at_At1g28550 mips_08_07 "ras-related GTP-binding protein, putative"
mips_08_16
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At1g56330 mips_04 "unknown protein"
mips_06
mips_06_04
mips_06_07
mips_06_07_99
mips_08
mips_08_07
mips_08_07_05
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40
mips_40_08
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63
mips_63_03
mips_63_19
mips_63_19_05
mips_67
at_At1g05810 mips_06_04 "RAS-related protein ARA-1"
mips_08
mips_08_07
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40_02
mips_40_07
mips_40_08
mips_63_19_05
at_At1g72660 mips_63_19_05 "putative GTP-binding protein"
at_At1g73640 mips_06_04 "putative ras-related GTP-binding protein"
mips_08_13
mips_08_16
mips_08_19
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At1g06220 - mips_04_05_05 "elongation factor, putative"
mips_05
mips_05_04
mips_05_04_02
mips_40_10_99
mips_63_03_03
at_At1g06400 mips_08_07 "putative protein"
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19_05
at_At1g09630 mips_06_04 "putative RAS-related protein, RAB11C"
mips_08
mips_08_07
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_02
mips_40_07
mips_40_08
mips_63_19_05
at_At1g09640 - mips_05_04_02 "unknown protein"
mips_05_07
mips_05_10
mips_05_99
at_At1g17220 - mips_04_05_01_01 "putative translation initiation factor IF2"
mips_04_05_01_04_01
mips_05_04_01
at_At2g21880 - mips_10_01_05_05 "GTP-binding protein AtRab77"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At2g22290 - mips_10_01_05_05 "putative GTP-binding protein"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At2g27700 - mips_04 "putative translation initiation factor IF2"
mips_04_05_01
mips_04_05_01_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_05
mips_40
mips_40_16
mips_63
mips_63_19
at_At3g49870 - mips_06_04 "ADP-RIBOSYLATION FACTOR like protein"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_07
mips_40_08
at_At3g12380 - mips_13_05 "actin like protein"
mips_30_04_03
mips_63_06
at_At3g46060 - mips_04 "GTP-binding protein ara-3"
mips_06
mips_08_07
mips_10
mips_10_01_01
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
mips_63_19
at_At3g46830 mips_08_16 "GTP-binding protein Rab11"
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At4g08190 - mips_10_01_05_05 "Rab-like protein"
mips_10_01_05_05_01
at_At4g15800 - mips_03_03 "OEP8 like protein"
mips_06_04
mips_08
mips_08_02
mips_30_26
mips_30_26_03
mips_40_04
mips_40_04_03
mips_40_26
mips_40_26_03
mips_67_99
at_At4g17170 - mips_10_01_05_05 "GTP-binding RAB2A like protein"
mips_10_05_01
mips_10_05_01_10
mips_40_09
mips_62_01_03
mips_62_01_99
mips_62_02_05
mips_62_02_99
at_At5g05000 - mips_01_03_10 "GTP-binding protein (gb|AAD09203.1)"
mips_06_04
mips_08_02
mips_10_01_01
mips_10_01_05
mips_10_01_05_05
mips_11_05
mips_11_07_03
mips_40_26
mips_40_26_03
at_At5g20020 - mips_03_01_09 "small Ras-like GTP-binding protein"
mips_03_01_09_05
mips_08_01
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g57960 mips_01_03_10 "GTP binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_11_07_03
mips_63_19_03
mips_63_19_05
at_At5g62880 - mips_10_01_05_05 "Arac10"
mips_10_01_05_05_01
mips_13_05
mips_13_07
Validation Accuracy: 9/24 (37.50%)
Validation Frequency class 'mips_63_19_05': 18/2278 (0.79%)
Evaluation on propertest data (3835 items):
at_At1g19600 - mips_01_03 "ribokinase, putative"
mips_01_03_01
mips_01_05_01_01_01
mips_02_01
mips_02_07
mips_02_07_03
at_At1g02440 mips_06_07_99 "ADP-ribosylation factor, putative"
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At1g21160 - mips_04_05_01_01 "transcription factor, putative"
mips_04_05_01_04_01
mips_05_04_01
at_At1g23490 mips_06 "unknown protein (At1g23490)"
mips_08_07
mips_08_07_05
mips_08_16
mips_10
mips_10_01_01
mips_10_01_05_05
mips_10_01_05_05_01
mips_13
mips_13_03
mips_13_03_01
mips_30_22
mips_40_08
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19
mips_63_19_05
mips_67
at_At1g04170 - mips_05_01 "putative translation initiation factor eIF-2, gamma subunit"
mips_05_04_02
mips_14_01_03
mips_40_10_03
at_At1g49300 - mips_10_01_05 "putative protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_40_08
at_At1g07410 mips_06_04 "small G protein, putative"
mips_08_16
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_11
mips_11_05
mips_13
mips_13_03
mips_13_03_01
mips_40_07
mips_63_19
mips_63_19_05
at_At1g07930 mips_05 "elongation factor 1-alpha"
mips_05_04_02
mips_14
mips_14_04
mips_25
mips_25_05
mips_40
mips_40_03
mips_40_10
mips_63
mips_63_01
mips_63_19
mips_63_19_05
at_At1g07940 mips_05_04_02 "elongation factor 1-alpha"
mips_25_05_25
mips_63_19_05
at_At1g02130 - mips_10_01_05_05 "GTP-binding protein, ara-5"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At1g02430 mips_06_04 "hypothetical protein"
mips_06_07
mips_06_07_99
mips_08
mips_08_07
mips_08_07_05
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_13_03
mips_13_03_01
mips_40_08
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At2g17800 - mips_10_01_05_05 "putative GTP-binding protein"
mips_10_01_05_05_01
mips_13_05
mips_13_07
at_At2g18720 - mips_05_04_02 "translation initiation factor eIF-2 gamma subunit"
mips_14_01
mips_14_01_03
at_At2g44690 mips_03 "rac-like protein ARAC9 (ARAC9)"
mips_10_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_11
mips_11_01
mips_13
mips_13_05
mips_13_07
mips_13_11
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_40_02
mips_63_19
mips_63_19_05
at_At3g03120 mips_06_07_99 "putative ADP-ribosylation factor"
mips_08_07
mips_08_07_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_13_03
mips_13_03_01
mips_30_22
mips_40_08
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At3g05310 - mips_08_16 "unknown protein"
mips_63_17_01
at_At3g07410 mips_08_16 "putative GTP-binding protein"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_40_08
mips_63_19_05
at_At3g11730 - mips_10_01_05_05 "putative GTP-binding protein (ATFP8)"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At3g12080 - mips_06_04 "hypothetical protein"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
at_At3g16100 - mips_04 "putative RAS-related GTP-binding protein"
mips_06
mips_06_04
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11
mips_11_05
mips_40_07
mips_40_08
mips_63
mips_63_03
mips_63_19
at_At3g18820 - mips_10_01_05_05 "GTP binding protein, putative"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At3g21700 - mips_10_01_05 "putative SGP1 monomeric G-protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At3g48040 - mips_03 "rac GTP binding protein Arac8 (Arac8)"
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_11
mips_11_01
mips_11_05
mips_11_05_03
mips_13
mips_13_05
mips_13_07
mips_13_11
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_40_02
mips_63_19
at_At3g49860 - mips_10_01_05 "putative protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
at_At3g54840 - mips_10_01_05_05 "small GTPase Ara6 (ARA6)"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At3g62290 mips_06_07_99 "ADP-ribosylation factor-like protein"
mips_08_07_05
mips_08_16
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At4g09720 - mips_10_01_05_05 "AtRab76 (AtRAB76)"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At4g11160 - mips_04_05 "putative translation initiation factor IF-2"
mips_04_05_01
mips_04_05_01_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_05
mips_05_04
mips_05_04_01
mips_30
mips_30_01
mips_40_03
mips_40_16
mips_63_19
at_At4g17160 mips_08_16 "GTP-binding RAB2A like protein"
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At4g18430 mips_08_16 "membrane-bound small GTP-binding - like protein"
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At4g18800 mips_08_07 "ras-like GTP-binding protein"
mips_08_16
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At4g02080 - mips_06_04 "SAR1/GTP-binding secretory factor"
mips_06_07_99
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
at_At5g09910 - mips_08_07 "unknown protein"
mips_10_01_01
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_14_04
mips_14_04_03
mips_14_04_03_01
mips_40_08
mips_63_19
at_At5g20010 - mips_03_01_09 "small Ras-like GTP-binding nuclear protein"
mips_03_01_09_05
mips_08_01
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g39620 - mips_10_01_05_05 "AtRab78 (AtRAB78)"
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g39960 mips_08_16 "putative protein"
mips_10_01_05
mips_10_01_05_05
mips_10_05_01
mips_10_05_01_10
mips_63_19_05
at_At5g45130 - mips_10_01_05 "ras-related GTP-binding protein RHA1 (sp|P31582)"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g45970 - mips_10_01_05 "Rac-like gtp binding protein ARAC2 (sp|Q38903)"
mips_10_01_05_05
mips_10_01_05_05_01
mips_13_05
mips_13_07
at_At5g59840 - mips_10_01_05 "GTP-binding protein ara-3"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
at_At5g64990 - mips_08_16 "GTP binding protein-like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
at_At5g65270 mips_08_16 "GTP-binding protein"
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_63_19_05
at_At5g67560 mips_08_07_05 "ADP-ribosylation factor-like protein"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_62_02_01_01
mips_62_02_01_01_99
mips_63_19_05
at_At5g03520 - mips_08_07 "GTP-binding protein - like"
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05_01
mips_10_05_01_10
mips_40_08
at_At5g05670 - mips_08_07_03 "signal recognition particle receptor beta subunit-like protein"
mips_08_07_25
mips_08_07_27
mips_08_07_99
mips_08_16
mips_10_01_05_05
mips_10_01_05_05_01
mips_30_07
mips_30_08
mips_30_09
mips_40_09
mips_62_01_03
mips_62_01_99
mips_62_02_05
mips_62_02_99
at_At5g41220 - mips_11_07_07 "glutathione transferase-like"
mips_11_07_07_03
at_At5g54840 - mips_04 "SGP1 monomeric G-protein (emb|CAB54517.1)"
mips_06
mips_06_04
mips_08
mips_08_07
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40
mips_40_07
mips_40_08
mips_63
mips_63_03
mips_63_19
at_At5g55080 - mips_03 "salt stress inducible small GTP binding protein Ran1-like protein"
mips_03_01
mips_03_01_09
mips_03_01_09_05
mips_03_03
mips_03_03_01
mips_06_04
mips_08
mips_08_01
mips_10_01
mips_10_01_05
mips_10_01_05_05
mips_10_01_05_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_40_07
mips_40_08
mips_63_03
mips_63_19
at_At5g55190 - mips_03_01_09 "salt stress inducible small GTP binding protein Ran1 homolog"
mips_03_01_09_05
mips_04_07
mips_08_01
mips_10_05_01
mips_10_05_01_10
Propertest Accuracy: 16/48 (33.33%)
Propertest Frequency class 'mips_63_19_05': 36/3835 (0.94%)
New (unknown) data (2278 items):
at_At1g33880 - mips_08_02 "AIG1-like protein"
at_At1g67460 - no entry null
at_At3g12160 - no entry null
at_At4g10620 - no entry null
at_At4g10650 - mips_14 "putative protein"
mips_14_04
mips_25
mips_25_05
mips_40_16
mips_63_19
at_At5g27540 - no entry null
at_At2g41670 - no entry null
at_At3g47450 - mips_08_16 "putative protein"
at_At3g49730 - no entry null
------------------
Rule 1694
eval(_1,_2,4.0e-3-0.1),species(_2,saccharomyces_cerevisiae__baker_s_yeast_),db_ref(_2,pfam) = 1
eval(_1,_2,4.0e-3-0.1),classification(_2,viridiplantae),db_ref(_2,smart) = 1
eval(_1,_2,4.0e-3-0.1),sq_len(_2,667.0-1005.0),classification(_2,aquificae) = 0
eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,74022.0-112121.0),keyword(_2,zinc_finger) = 1
eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,tigrfams),desc(_2,factor) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,core_eudicots),keyword(_2,mitochondrion) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,genew) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),species(_2,haemophilus_influenzae) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,medicago) = 0
-> class mips_01_03_16 "polynucleotide degradation"
Evaluation on training data (4529 items):
at_At1g18630 - mips_04_09 "unknown protein"
mips_14_10
mips_14_10_02
mips_20_25_16
mips_40_25
at_At1g22910 mips_01_03 "unknown protein (At1g22910)"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05
mips_04_05_01
mips_04_05_05
mips_04_07
mips_04_09
mips_05
mips_05_04
mips_05_04_01
mips_06_10
mips_08
mips_08_01
mips_11
mips_11_01
mips_11_01_05
mips_11_01_99
mips_14
mips_14_01
mips_14_01_01
mips_25
mips_25_05
mips_25_05_03
mips_25_05_04
mips_25_05_05
mips_25_05_07
mips_25_05_09
mips_25_05_10
mips_25_05_99
mips_30
mips_30_03
at_At1g23860 mips_01_03_16 "9G8-like splicing factor / SRZ-21"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_33_03_99
at_At1g43190 mips_01_03_16 "hypothetical protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g50300 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g55310 mips_01_03_16 "Serine/arginine-rich protein"
mips_01_03_16_01
mips_20_25_16_09
at_At1g66260 mips_01_03_16 "RNA and export factor binding protein, putative"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g72800 mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_04_01
mips_04_01_04
mips_04_03
mips_04_03_03
mips_40_10_07
mips_63_03_03
at_At2g14550 mips_01_03_16 "putative spliceosome associated protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At3g54230 mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
at_At4g26650 mips_01_03_16 "hnRNP-like protein"
mips_01_03_16_01
mips_04_99
mips_20_25_16
mips_20_25_16_09
at_At4g34110 mips_01_03_16 "poly(A)-binding protein"
mips_01_03_16_01
mips_04_05_05
mips_05_07
mips_05_99
mips_20_25_16_09
at_At2g15500 mips_01_03 "putative poly(A) binding protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04_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
mips_25_05_03
mips_25_05_04
mips_25_05_05
mips_25_05_07
mips_25_05_09
at_At2g16260 mips_01_03 "putative glycine-rich RNA-binding protein"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_05_07
mips_05_99
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At2g16940 mips_01_03_16 "splicing factor like protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At2g42890 mips_01_03_16 "MEI2-like protein (MEI2)"
mips_01_03_16_01
mips_01_03_99
mips_03_03_02
mips_04_07
mips_04_09
at_At2g43410 mips_01_03_16 "hypothetical protein"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
at_At2g44710 mips_01_03 "putative heterogeneous nuclear ribonucleoprotein"
mips_01_03_16
mips_01_03_16_01
mips_05_07
mips_05_99
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At2g46610 mips_01_03 "putative arginine/serine-rich splicing factor"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g11400 mips_01_03 "putative eukaryotic translation initiation factor 3 subunit"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g14450 mips_01_03 "RNA-binding protein, putative"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g16380 mips_01_03_16 "putative poly(A) binding protein"
mips_01_03_16_01
mips_04
mips_04_05_05
mips_20_25_16_09
mips_40_10
at_At3g20930 mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_05_07
mips_05_99
mips_20_25
mips_20_25_16_09
mips_40_26
mips_40_26_03
at_At3g61860 mips_01_03 "ARGININE/SERINE-RICH SPLICING FACTOR RSP31"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_04_05_05_01
mips_05
mips_13_11
mips_13_11_11
mips_20
mips_20_25
mips_63_03_03
at_At4g00830 mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
mips_08_01
mips_11_01_05
at_At4g03110 - mips_04_05 "putative ribonucleoprotein"
mips_04_05_05
mips_05
mips_05_07
mips_05_99
mips_40_03
mips_63_03
mips_63_03_03
at_At4g18120 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_03_03_02
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
at_At4g25500 mips_01_03_16 "splicing factor At-SRp40"
mips_01_03_16_01
mips_04_05_05_01
mips_20_25_16_09
at_At5g10350 - mips_04_05_05_05 "RNA binding protein - like"
mips_04_05_05_11
mips_04_07
mips_08_01
mips_13_05
at_At5g24440 - mips_04_05_05 "RNA-binding protein-like"
mips_05_07
mips_05_99
at_At5g37720 mips_01 "putative protein"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_05
mips_40
mips_40_03
mips_63
mips_63_03
at_At5g44200 - mips_04_05_05 "nuclear cap-binding protein; CBP20 (gb|AAD29697.1)"
mips_05_04
mips_05_04_01
mips_63_03_03
at_At5g50250 - mips_04_05_05 "RNA-binding protein-like"
mips_05_07
mips_05_99
at_At5g55550 mips_01_03_16 "RNA-binding protein-like"
mips_01_03_16_01
mips_04_99
mips_20_25
mips_20_25_16_09
at_At5g06000 - mips_05_04_01 "eukaryotic translation initiation factor 3 subunit-like protein"
at_At5g07290 mips_01_03_16 "Mei2-like protein"
mips_01_03_16_01
mips_03_03_02
mips_20_25_16_09
at_At5g08700 mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16_09
at_At5g16260 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_20_25
mips_20_25_16_09
Training Accuracy: 31/38 (81.58%)
Training Frequency class 'mips_01_03_16': 81/4529 (1.79%)
Evaluation on validation data (2278 items):
at_At1g22760 mips_01_03 "putative polyA-binding protein, PAB3"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05
mips_05_04_01
mips_06_10
mips_08_01
mips_11_01
mips_11_01_05
mips_11_01_99
at_At1g34140 mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g71770 mips_01_03_16 "polyadenylate-binding protein 5"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g71800 mips_01_03_16 "cleavage stimulation factor, putative"
mips_01_03_16_01
mips_04_05_05
mips_13
mips_13_11
mips_20_25_16_09
at_At1g73490 mips_01_03_16 ""
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g06960 - mips_04_05_05 "putative protein"
mips_04_05_05_01
mips_04_05_05_01_99
mips_05_07
mips_05_99
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_63_03_03
at_At1g09230 mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g53650 mips_01 "RNA-binding protein, putative"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40
mips_40_03
mips_63
mips_63_03
at_At2g36660 mips_01_03 "putative poly(A) binding protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_01
mips_25_05_03
mips_25_05_04
at_At2g24350 - mips_20_25_16 "putative poly(A) binding protein"
at_At2g35410 mips_01_03 "putative chloroplast RNA binding protein precursor"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_05_07
mips_05_99
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_63_03
at_At3g53460 - mips_04_05_05 "RNA-binding protein cp29 protein"
mips_25_05_10
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g55460 - mips_14_10 "putative RNA binding protein"
mips_14_10_02
at_At3g06970 mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At3g12640 - mips_25_05_13 "hypothetical protein"
mips_25_05_25
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g13570 - mips_25_05_10 "serine/arginine-rich protein, putative"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
at_At3g48840 mips_01_03_16 "hypothetical protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At3g49430 - mips_04_05_05 "PRE-MRNA SPLICING FACTOR SF2-like protein"
mips_14_10_02
at_At5g03500 - mips_25_05_13 "putative protein"
mips_25_05_25
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g19030 - mips_04_05_05 "putative protein"
mips_04_09
at_At5g28390 - mips_04_05_05 "putative protein"
mips_04_09
at_At5g46840 - mips_40_25 "unknown protein"
mips_40_26
mips_40_26_03
at_At5g47620 - mips_04_99 "RNA-binding protein-like"
mips_05_07
mips_05_99
mips_25_05_25
at_At5g53180 - mips_04_05_05 "polypyrimidine tract-binding RNA transport protein-like"
at_At5g53700 - mips_25_05_13 "putative protein"
mips_33_03_11
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At5g59950 - mips_04_03 "transcriptional coactivator - like protein"
mips_04_03_03
mips_04_05_01_01
at_At5g61960 - mips_03_03 "Mei2-like protein"
mips_03_03_02
mips_04_05_05
at_At5g64200 - mips_04_05_05_05 "putative protein"
Validation Accuracy: 11/28 (39.29%)
Validation Frequency class 'mips_01_03_16': 30/2278 (1.32%)
Evaluation on propertest data (3835 items):
at_At1g21570 mips_01_03_16 "glycine-rich RNA-binding protein grp1a, putative"
mips_01_03_16_01
mips_20_25_16_09
at_At1g03460 - mips_05_07 "putative ribonucleoprotein"
mips_05_99
mips_63_03_03
at_At1g32790 mips_01_03_16 "RNA-binding protein, putative"
mips_01_03_16_01
mips_20_25_16_09
at_At1g33470 - mips_25_05_13 "unknown protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At1g01080 mips_01_03 "ribonucleoprotein, putative"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05
mips_20_25
mips_20_25_16_09
at_At1g45100 mips_01_03_16 "similar to poly(A)-binding protein gb|AAC25510.1"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g60650 - mips_04_05_01 "putative RNA-binding protein"
mips_04_05_01_04
mips_04_05_01_04_03
mips_33_03_99
mips_63_01
mips_63_03
mips_63_03_03
at_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_At1g60000 - mips_25_05_13 "unknown protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_40_10
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At2g18510 - mips_04_05 "putative spliceosome associated protein"
mips_04_05_01
mips_04_05_01_04
mips_04_05_05
mips_14
mips_20
mips_14_10
mips_14_10_02
mips_20_25
mips_20_25_16
mips_40_03
mips_40_25
mips_63_03
at_At2g21660 mips_01_03_16 "glycine-rich RNA binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g22090 mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g23350 mips_01_03_16 "putative poly(A) binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
at_At2g33410 mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
at_At2g42240 - mips_04_05_05 "putative RNA-binding protein"
mips_04_05_05_01
mips_04_05_05_01_10
mips_04_05_05_05
mips_06_10
mips_40_10_99
mips_63_03_03
at_At2g43370 mips_01_03 "putative U1 small nuclear ribonucleoprotein 70 kDa"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g15010 mips_01_03_16 "RNA-binding protein"
mips_01_03_16_01
mips_13_11
mips_20_25_16
mips_20_25_16_09
at_At3g26120 mips_01_03_16 "RNA-binding protein, putative"
mips_01_03_16_01
mips_20_25_16_09
at_At3g52380 mips_01 "RNA-binding protein cp33 precursor"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_40_26
mips_40_26_03
mips_63
mips_63_03
at_At3g52660 mips_01_03_16 "putative RNA binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
at_At3g53500 mips_01 "splicing factor - like protein"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04
mips_04_05
mips_04_05_01
mips_04_05_05
mips_04_05_05_01
mips_04_07
mips_04_09
mips_05
mips_05_04
mips_05_04_01
mips_40_03
mips_63
mips_63_03
at_At3g56860 mips_01_03_16 "unknown protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At3g01150 mips_01_03_16 "putative polypyrimidine tract-binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
mips_08_01
mips_11_01_05
mips_11_01_99
at_At3g49390 mips_01_03_16 "RNA-binding - like protein"
mips_01_03_16_01
mips_04_05_05
mips_20_25_16
mips_20_25_16_09
at_At4g09040 - mips_04_05_05 "putative protein"
mips_04_09
mips_05_07
mips_05_99
mips_25_05
at_At4g14300 - mips_04_05_05 "ribonucleoprotein like protein"
mips_04_09
mips_25_05
mips_30
mips_30_10_03
mips_40_10_99
at_At4g20030 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_04_05_05_05
mips_05_04
mips_40_10_99
at_At4g36960 - mips_25_05_10 "unknown protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At4g02430 mips_01_03_16 ""
mips_01_03_16_01
mips_04_05_05_01
mips_20_25_16
mips_20_25_16_09
at_At4g16300 - mips_25_05_10 "FCA alpha and beta protein"
at_At5g19350 mips_01_03 "DNA binding protein ACBF - like"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At5g19960 - mips_06 "glycine-rich RNA-binding protein - like"
mips_13
mips_13_05
mips_25_05
mips_25_05_15
mips_35_03_12
mips_40_04
mips_63_01
mips_63_19
at_At5g25780 - mips_14_04_03_05 "PRT1"
mips_20_25
mips_20_25_01
mips_20_25_01_03
at_At5g58790 mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16_09
at_At5g02530 - mips_04_05_01_01 "putative protein"
mips_04_05_05
at_At5g04210 - mips_04_05_05 "RNA binding protein - like"
mips_04_05_05_05
at_At5g04280 - mips_04_05_05 "RNA-binding protein-like"
mips_25_05_25
mips_35
mips_35_03
mips_35_03_15
mips_40_10_99
Propertest Accuracy: 21/37 (56.76%)
Propertest Frequency class 'mips_01_03_16': 69/3835 (1.80%)
New (unknown) data (2278 items):
at_At1g63110 - mips_03 "unknown protein"
mips_03_03
at_At3g26420 - no entry null
at_At3g52150 - no entry null
at_At5g41690 - no entry null
at_At5g54900 - no entry null
at_At5g04600 - no entry null
at_At5g25060 - no entry null
at_At1g64600 - no entry null
at_At1g17640 - no entry null
at_At3g01210 - no entry null
at_At4g19610 - no entry null
at_At4g24770 - no entry null
at_At4g16280 - no entry null
at_At5g20130 - no entry null
at_At5g53680 - mips_05_07 "putative protein"
mips_05_99
------------------
Rule 2512
eval(_1,_2,0.0-9.0e-25),desc(_2,kinase) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,d__3d_structure),db_ref(_2,sgd) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,proteobacteria),db_ref(_2,prints) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),classification(_2,magnoliophyta) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 0
-> class mips_01_05_01 "C-compound and carbohydrate utilization"
Evaluation on training data (4529 items):
at_At1g24470 mips_01_01_01_11 "putative b-keto acyl reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At1g25460 mips_01_05_01_01_01 "hypothetical protein"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g03310 mips_01_05_01_01_01 "putative isoamylase"
mips_02_19
at_At1g30620 mips_01_03 "UDP-galactose 4-epimerase-like protein"
mips_02
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_99
mips_02_01
at_At1g32100 mips_01_05_01_01_01 "pinoresinol-lariciresinol reductase like protein"
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
at_At1g43670 mips_02 "fructose 1,6-bisphosphatase, putative"
mips_01_05_01
mips_02_01
mips_02_30
mips_40_26
mips_40_26_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At1g47290 mips_01 "3-beta-hydroxysteroid dehydrogenase, putative"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_40_03
mips_40_07
mips_40_16
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_05
at_At1g54870 mips_01 "putative protein (At1g54870)"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_16
at_At1g62610 mips_01_01 "similar to glucose 1-dehydrogenase (AB000617); similar to EST gb|T88100"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
at_At1g63180 mips_01_03 "uridine diphosphate glucose epimerase, putative"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g63380 mips_01_01_01_11 "reductase, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At1g64190 - mips_02_07 "6-phosphogluconate dehydrogenase, putative"
mips_02_07_01
at_At1g64440 mips_01_03 "UDP-galactose 4-epimerase, putative"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g69240 mips_01_02 "putative alpha/beta hydrolase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At1g69830 mips_01_05_01_01_01 "putative alpha-amylase"
mips_02_19
at_At1g73250 mips_01_05_01_01_01 "GDP-4-keto-6-deoxy-D-mannose-3,5-epimerase-4-reductase (GER1)"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g75280 mips_01_03 "putative NADPH oxidoreductase"
mips_01_05_01_01_01
mips_01_05_99
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
at_At1g76130 mips_01_05_01_01_01 "unknown protein"
mips_02_05
mips_02_16
mips_02_19
mips_02_22
at_At1g80820 mips_01_03 "cinnamoyl CoA reductase like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_30_34
mips_30_34_09
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g02400 mips_01_03 "putative cinnamoyl-CoA reductase"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g07440 mips_01_01_01_11 "tropinone reductase-I, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g07450 mips_01_01_01_11 "tropinone reductase-I, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g21280 mips_01_03 "unknown protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_03_03_03
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g22780 mips_01_05_01_03 "putative glyoxysomal malate dehydrogenase precursor"
mips_02_10
mips_40_26
mips_40_26_03
at_At2g23550 mips_01_05_01_01_09 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At2g23560 mips_01_02 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At2g23580 mips_01_05_01_01 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_99
mips_06_13
mips_11_05
mips_11_05_03
mips_40_19
at_At2g23610 mips_01_02 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At1g09340 mips_01_05_01_01_01 "putative RNA-binding protein"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_99
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g29280 mips_01_01_01_11 "pseudogene"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29300 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29310 mips_01_01_10_05 "putative tropinone reductase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29320 mips_01_01_01_11 "tropinone reductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At2g29360 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_10
mips_14_10_02
mips_40_19
mips_67_15
at_At2g33600 mips_01_03 "putative cinnamoyl-CoA reductase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g34460 mips_01_05_01_03_01 "unknown protein"
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g37540 mips_01_01_01_11 "putative oxidoreductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At2g43420 mips_01_05_01_01_01 "putative sterol dehydrogenase"
mips_01_06_01_07
mips_01_06_01_07_11
at_At2g47120 mips_01_01_01_11 "putative alcohol dehydrogenase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At2g47130 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At2g47140 mips_01_01_01 "alcohol dehydrogenase like protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At2g47150 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67_15
at_At3g12790 mips_01_01_01 "unknown protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_40_16
at_At3g14790 mips_01_05_01_03_01 "dTDP-glucose 4,6-dehydratase, putative"
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g15020 mips_01_05_01_03 "mitochondrial NAD-dependent malate dehydrogenase, putative"
mips_02_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
mips_63_99
at_At3g23820 mips_01_05_01_01_01 "NAD dependent epimerase, putative"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At3g26770 mips_01_01_01_11 "short chain alcohol dehydrogenase like protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
at_At3g29770 mips_01_02 "alpha/beta hydrolase, putative"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_06_13
mips_11_05
mips_11_05_03
mips_40_19
at_At3g46170 mips_01_01 "dehydrogenase -like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g46440 mips_01_05_01_01_01 "dTDP-glucose 4-6-dehydratases-like protein"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g47350 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g47360 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At3g47520 mips_02 "chloroplast NAD-dependent malate dehydrogenase"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_02_01
mips_02_16
mips_02_16_03
mips_40_03
mips_40_10_99
mips_40_16
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
at_At3g51160 mips_01_05_01_03_02 "GDP-D-mannose-4,6-dehydratase (MUR1)"
mips_01_05_99
mips_02_01
at_At3g51680 mips_01_01_01_11 "short-chain alcohol dehydrogenase-like protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At3g55290 mips_01_01_01_11 "oxidoreductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At3g59710 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_05
mips_01_20_50
at_At4g00110 mips_01_05_01_01_01 "putative nucleotide sugar epimerase"
mips_01_05_99
mips_02_01
at_At4g00560 mips_01_05_01_01_01 "putative dTDP-6-deoxy-L-mannose-dehydrogenase"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g05530 mips_01_01_10_05 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At4g09750 mips_01_05_01_01_09 "putative protein"
mips_01_05_01_01_11
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g10020 mips_01_01 "putative oxidoreductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At4g13180 mips_01_01_10_05 "short-chain alcohol dehydrogenase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
at_At4g13250 mips_01_01_01_11 "unknown protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At4g20460 mips_01_05_01_01_01 "UDP-glucose 4-epimerase - like protein"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g23920 mips_01_03 "UDPglucose 4-epimerase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_02_01
mips_30_01
at_At4g30470 mips_01_05_01 "cinnamoyl-CoA reductase - like protein"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_07
mips_01_07_01
mips_01_07_99
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_40_10_03
at_At4g33360 - mips_01_06_01 "putative dihydrokaempferol 4-reductase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_40_07
mips_40_10_03
at_At4g35420 mips_01_05_01_01_01 "putative protein"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_40_10_03
at_At4g37140 mips_01_02 "putative protein (partial)"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At4g37150 mips_01_02 "hydroxynitrile lyase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At1g12780 mips_01_05_01_03 "uridine diphosphate glucose epimerase"
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g10050 mips_01_01_01_11 "putative protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At5g10300 mips_01_02 "alpha-hydroxynitrile lyase-like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At5g11720 mips_01_05_01_01_02 "alpha-glucosidase 1"
mips_02_01
mips_02_19
mips_40_25
mips_63_13
mips_63_13_01
at_At5g14700 mips_01_01_01_11 "cinnamoyl CoA reductase - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_02
mips_01_05_01_03_09
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
at_At5g18210 mips_01_01 "Brn1-like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At5g19440 mips_01_03 "cinnamyl-alcohol dehydrogenase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_07
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g28840 mips_01_05_01_01 "GDP-mannose 3,5-epimerase"
mips_01_05_01_01_01
mips_02_01
mips_40_10_03
at_At5g41670 - mips_01_07 "6-phosphogluconate dehydrogenase"
mips_02_07
mips_02_07_01
mips_67_15
at_At5g43330 mips_01_01 "cytosolic malate dehydrogenase"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_16
mips_45
mips_45_03
mips_45_03_12
at_At5g48220 - mips_01_01 "indole-3-glycerol phosphate synthase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_07
mips_01_07_01
mips_03_99
at_At5g50130 mips_01_01 "ribitol dehydrogenase-like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_01
mips_14_01_01
mips_67_15
at_At5g50600 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g50690 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g50770 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g51030 mips_01_01_01_11 "carbonyl reductase-like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At5g56720 - mips_01_01_01_15 "cytosolic malate dehydrogenase"
mips_02_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At5g58330 mips_01_01 "NADP-dependent malate dehydrogenase"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_02_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At5g59290 mips_01_03 "dTDP-glucose 4-6-dehydratase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g64380 mips_02 "fructose-bisphosphatase-like protein"
mips_01_05_01
mips_02_01
mips_02_30
mips_40_26
mips_40_26_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At5g02540 mips_01_01_01_11 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At5g03650 mips_01_05_01_01_01 "1,4-alpha-glucan branching enzyme protein soform SBE2.2 precursor"
mips_01_05_01_03
mips_01_05_01_03_02
mips_02_19
at_At2g29160 mips_01_01_01_11 "pseudogene"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
mips_14_10
mips_14_10_02
mips_40_19
at_At2g29170 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
Training Accuracy: 90/95 (94.74%)
Training Frequency class 'mips_01_05_01': 466/4529 (10.29%)
Evaluation on validation data (2278 items):
at_At1g24360 mips_01_01_01_11 "putative 3-oxoacyl [acyl-carrier protein] reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At1g02000 mips_01_05_01_01_01 "nucleotide sugar epimerase, putative"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At1g52340 mips_01_01_01_11 "short chain alcohol dehydrogenase, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At1g63000 mips_01_05_01_03_02 "unknown protein"
mips_01_05_99
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_40_10_03
at_At1g75290 mips_01_03 "NADPH oxidoreductase, putative"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
mips_30_01
at_At1g75300 mips_01_03 "NADPH oxidoreductase, putative"
mips_01_05_01_01_01
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_11_99
mips_30_01
at_At1g08200 mips_01_05_01_01_01 "unknown protein"
mips_01_05_01_03_01
mips_02_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g15950 mips_01_05_01_03_01 "unknown protein"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g53500 mips_01_03 "dTDP-D-glucose 4,6-dehydratase, putative"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g23570 - mips_01_20_99 "putative acetone-cyanohydrin lyase"
at_At2g26260 mips_01_05_01_01_01 "3-beta-hydroxysteroid dehydrogenase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_47_03_15
mips_47_03_15_05
at_At2g28760 mips_01_03 "putative nucleotide-sugar dehydratase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g29340 mips_01_01_10_05 "tropinone reductase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
mips_67_15
at_At2g29370 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At2g33630 mips_01_05 "putative steroid dehydrogenase"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_01
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
at_At2g45400 mips_01_05_01_01 "putative flavonol reductase"
mips_01_05_01_03_01
mips_01_05_99
mips_01_20_35
mips_01_20_35_01
mips_40_10
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g24190 - mips_01_20_05 "putative carbonyl reductase"
mips_01_20_05_09
mips_11_07
mips_11_07_07
at_At2g34850 mips_01_03 "putative UDP-galactose-4-epimerase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At3g50440 mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At3g54050 - mips_02_01 "fructose-bisphosphatase precursor"
mips_02_30
mips_40_26
mips_40_26_03
mips_47_03_11
mips_47_03_11_07
at_At3g55310 mips_01_01_01_11 "beta-ketoacyl-ACP reductase - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At3g07480 - mips_01_06_01 "Unknown protein (F21O3.19)"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07_07
mips_01_07_99
mips_02_11_05
mips_02_99
mips_63_17_09
mips_67_15
at_At3g26760 mips_01_01 "putative short chain alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g29250 mips_01_01 "short-chain alcohol dehydrogenase, putative"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At4g03140 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At4g09900 mips_01_02 "putative host response protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At4g10960 mips_01_03 "UDP-galactose 4-epimerase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_02_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At4g11410 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_01
mips_14_01_01
mips_14_05
mips_67_15
at_At4g12250 mips_01_03 "nucleotide sugar epimerase -like protein"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At4g17260 mips_01_05_01_01_03 "lactate dehydrogenase (LDH1)"
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_03
mips_47_03_03_01
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At4g17470 - mips_01_06_07 "putative protein"
mips_06_13_04
mips_06_13_04_01
mips_20_25_01
mips_20_25_01_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_25
at_At4g20760 mips_01_01 "cell-cell signaling protein csgA - like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
at_At4g23430 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At5g04900 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At5g06060 mips_01_01_10_05 "short chain alcohol dehydrogenase-like"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At5g09660 mips_01_05_01_03 "microbody NAD-dependent malate dehydrogenase"
mips_02_01
mips_02_16
mips_02_16_03
mips_40_10_99
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
at_At5g16980 - mips_63_17_09 "quinone oxidoreductase -like protein"
at_At5g19200 mips_01_01_01_11 "FVT1 - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_40_27
at_At5g42800 mips_01_05_01_01_01 "dihydroflavonol 4-reductase"
mips_01_05_01_03_01
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g50700 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g53090 mips_01_01_01 "protochlorophyllide reductase; oxidoreductase required for shoot apex development"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At5g58310 mips_01_02 "polyneuridine aldehyde esterase-like; also similar to alpha-hydroxynitrile lyase"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20
mips_01_20_99
mips_11_05
mips_11_05_03
mips_40_19
at_At5g02240 mips_01_05_01_01_01 "unknown protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_02_01
Validation Accuracy: 37/43 (86.05%)
Validation Frequency class 'mips_01_05_01': 204/2278 (8.96%)
Evaluation on propertest data (3835 items):
at_At1g33990 - mips_01_20_99 "unknown protein"
mips_02_25
at_At1g50450 mips_01_05_01_03_02 "unknown protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_35
mips_01_20_35_01
mips_30_34
at_At1g04410 mips_01_01 "malate dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_15
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_01
mips_02_01_01
mips_02_16
mips_02_16_03
mips_40_16
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_63_99
at_At1g53240 - mips_02_01 "similar to mitochondrial NAD-dependent malate dehydrogenase"
mips_02_16
mips_02_16_03
mips_40_26
mips_40_26_03
mips_45
mips_45_03
mips_45_03_12
mips_47_03_15
mips_47_03_15_07
mips_63_99
at_At1g61720 mips_01 "putative protein"
mips_01_03
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_30
mips_30_01
mips_40_03
mips_63
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
mips_98
at_At1g64590 mips_01_01_10_05 "oxidoreductase, putative"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At1g66800 mips_01 "hypothetical protein"
mips_01_03
mips_01_05
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_04
mips_04_05_01_04
mips_30
mips_40
mips_40_10
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
mips_98
at_At1g67730 mips_01_01_01_11 "b-keto acyl reductase (glossy8)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_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_At1g78570 mips_01_03 "Similar to dTDP-D-glucose 4,6-dehydratase"
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09480 mips_01_05_01_01 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09490 mips_01_05_01_03_01 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03_02
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09500 mips_01_03 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_30_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g09510 mips_01_03 "putative cinnamyl alcohol dehydrogenase"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_99
mips_01_07
mips_01_07_01
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_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_At1g01800 - mips_01_20_05 "putative short-chain dehydrogenase"
mips_01_20_05_09
mips_11_07
mips_11_07_07
at_At1g68540 mips_01_05_01_01 "putative reductase"
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At1g76470 mips_01_05_01_03_01 "putative cinnamoyl-CoA reductase"
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g05990 mips_01_01_01 "enoyl-ACP reductase (ENR1)"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At2g07640 mips_01_01_01 "unknown protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At2g23590 mips_01_02 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_11_05_03
mips_11_07
mips_40_19
at_At2g23600 mips_01_02 "putative acetone-cyanohydrin lyase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20
mips_01_20_99
mips_06_07
mips_11
mips_11_05
mips_11_05_03
mips_11_07
mips_40_19
at_At2g23620 mips_01_05_01_01_09 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At2g23910 mips_01_05_01_03_02 "cinnamoyl CoA reductase like protein"
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
at_At2g27860 mips_01_05_01_01_01 "putative dTDP-glucose 4-6-dehydratase"
mips_01_05_01_03_01
mips_02_01
mips_40_10_03
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g29290 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At2g29330 mips_01 "putative tropinone reductase"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_20
mips_40_03
mips_40_19
mips_67
mips_67_15
mips_98
at_At2g29350 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_19
mips_67_15
at_At2g30670 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_03
mips_40_19
mips_67
mips_67_15
at_At2g33590 mips_01_05_01_03_01 "putative cinnamoyl-CoA reductase"
mips_01_05_01_03_02
mips_01_20_35_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At2g36390 mips_01_05_01_03 "starch branching enzyme class II (sbe2-1)"
mips_01_05_01_03_02
mips_02_19
at_At2g37660 mips_01_01 "unknown protein"
mips_01_01_01
mips_01_03
mips_01_05_01_01_01
mips_02_01
mips_30_01
at_At2g39930 mips_01_05_01_01_01 "putative isoamylase"
mips_02_19
at_At2g47650 mips_01_03 "putative nucleotide-sugar dehydratase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_99
mips_02_01
mips_40_16
at_At3g03330 mips_01 "unknown protein"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40
mips_40_16
at_At3g03980 mips_01_01_01 "putative short-chain type dehydrogenase/reductase"
mips_01_01_10_05
mips_01_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67
mips_67_15
at_At3g04000 mips_01_01_01_11 "short-chain type dehydrogenase/reductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At3g05260 mips_01_01 "putative glucose and ribitol dehydrogenase homolog"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
at_At3g06060 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_20_50
at_At3g10870 mips_01_05 "putative alpha-hydroxynitrile lyase"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_06_13
mips_10_01_01
mips_11_05
mips_11_05_03
mips_40_19
at_At3g20440 mips_01 "1,4-alpha-glucan branching enzyme, putative"
mips_01_01_07
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_02_19
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_03
mips_67
mips_67_10
at_At3g29260 mips_01_01_10_05 "short-chain alcohol dehydrogenase, putative"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g42960 mips_01_01_01_11 "alcohol dehydrogenase (ATA1)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At3g50560 mips_01 "unknown protein"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_19
mips_67
mips_67_15
at_At3g53520 mips_01_05_01_01 "UDP-glucuronic acid decarboxylase (UXS1)"
mips_01_05_99
at_At3g61220 - mips_01_20_05 "putative protein"
mips_01_20_05_09
mips_11_07_07
at_At4g05450 - mips_01_06_01_07 "unknown protein"
mips_01_06_01_07_11
mips_01_07_01
mips_01_07_07
mips_01_07_99
mips_02_11_05
mips_02_99
at_At3g02360 - mips_02_07 "unknown protein"
mips_02_07_01
at_At3g55800 - mips_02_01 "sedoheptulose-bisphosphatase precursor"
mips_02_30
mips_40_26
mips_40_26_03
mips_47_03_11
mips_47_03_11_07
at_At4g09020 mips_01_05_01_01_01 "isoamylase-like protein"
mips_02_19
at_At4g13660 - mips_01_20_35 "isoflavone reductase-like protein"
mips_01_20_35_01
mips_11_99
at_At4g16690 mips_01 "cyanohydrin lyase like protein"
mips_01_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20
mips_01_20_99
mips_11
mips_11_05
mips_11_05_03
mips_11_07
mips_40_19
at_At4g21090 - mips_01_06_01_07 "mitochondrial ferredoxin (MFDX2)"
mips_01_06_01_07_11
mips_01_07_01
mips_01_07_07
mips_01_07_99
mips_02_11_05
mips_02_99
at_At4g24050 mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g25000 mips_01_05 "alpha-amylase like protein"
mips_01_05_01_01
mips_02_19
at_At4g27250 mips_01_05_01_03_02 "putative protein"
mips_01_07_01
mips_01_07_99
mips_01_20_35
mips_01_20_35_01
at_At4g27760 mips_01_01_01_11 "forever young gene (FEY) (fragment)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
at_At4g35250 mips_01_05_01_01_01 "putative protein"
mips_02_01
mips_40_26
mips_40_26_03
at_At4g30440 mips_01_05_01_01_01 "nucleotide sugar epimerase-like protein"
mips_01_05_01_03_02
mips_01_05_99
mips_02_01
at_At5g10730 mips_01_05_01_03_02 "unknown protein"
mips_01_06_01_07
mips_01_06_01_07_11
mips_47_03_15
mips_47_03_15_05
at_At5g15940 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_40_19
at_At5g44480 mips_01_05_01_01 "putative protein"
mips_01_05_01_01_01
mips_01_05_01_03_01
mips_02_01
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g50590 mips_01_01 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67_15
at_At5g53100 mips_01_01_10_05 "protochlorophyllide reductase; oxidoreductase required for shoot apex development"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_14_01_01
mips_14_05
at_At5g58490 mips_01_05_01_01 "cinnamoyl-CoA reductase - like protein"
mips_01_05_01_01_01
mips_01_05_01_03_01
mips_01_05_01_03_02
mips_01_20_35
mips_01_20_35_01
mips_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_09
mips_63_21
mips_63_21_07
mips_63_21_99
mips_63_99
at_At5g66280 mips_01_05_01_03 "GDP-D-mannose 4,6-dehydratase; GMD1 (gb|AAF07199.1)"
mips_01_05_01_03_02
mips_02_01
at_At5g04360 mips_01_05_01_01_01 "pullulanase-like protein (starch debranching enzyme)"
mips_02_19
at_At5g61830 - mips_01_20_05 "carbonyl reductase - like protein"
mips_01_20_05_09
mips_11_07
mips_11_07_07
Propertest Accuracy: 58/68 (85.29%)
Propertest Frequency class 'mips_01_05_01': 360/3835 (9.39%)
New (unknown) data (2278 items):
at_At1g20340 - no entry null
at_At4g14890 - no entry null
at_At5g04070 - no entry null
at_At1g60950 - mips_67 "ferrodoxin precursor"
mips_67_15
at_At1g71500 - no entry null
at_At4g31530 - no entry null
at_At5g39410 - no entry null
at_At5g47970 - no entry null
at_At1g32550 - no entry null
at_At1g49670 - mips_02_16 "ARP protein (At1g49670; F14J22.10)"
at_At1g76100 - no entry null
at_At1g10960 - no entry null
at_At1g17890 - mips_02_01 "GDP-L-fucose synthetase like protein"
at_At2g27510 - mips_67_15 "putative ferredoxin"
at_At3g01980 - no entry null
at_At5g10000 - mips_67_15 "putative protein"
at_At5g16710 - no entry null
at_At5g17000 - no entry null
------------------
Rule 4484
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,phaseolus),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,mitosporic_trichocomaceae),db_ref(_2,prodom) = 1
-> class mips_01_05_01 "C-compound and carbohydrate utilization"
Evaluation on training data (4529 items):
at_At1g32180 mips_01_05 "cellulose synthase catalytic subunit, putative"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_03
mips_30
mips_30_01
at_At2g32610 mips_01_05_01_01 "putative cellulose synthase"
mips_01_05_01_03_02
at_At2g33100 mips_01_05_01 "putative cellulose synthase"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_30_01
at_At2g35650 mips_01_05_01_03 "glucosyltransferase like protein"
mips_01_05_01_03_02
mips_30_27
mips_30_27_01
at_At3g07330 mips_01_05_01_03_02 "unknown protein"
mips_30_27
mips_30_27_01
at_At3g28180 mips_01_05_01_03_02 "unknown protein"
mips_01_05_01_03_04
mips_13_05
mips_13_05_01
mips_13_07
mips_30_27
mips_30_27_01
mips_40_27
mips_48
at_At4g15320 mips_01_05_01_03_02 "cellulose synthase like protein"
at_At4g23990 mips_01_05_01_03_02 "cellulose synthase catalytic subunit - like protein"
at_At4g39350 mips_01_05_01_03 "cellulose synthase catalytic subunit (Ath-A)"
mips_01_05_01_03_02
mips_30_01
at_At5g09870 mips_01_05_01_03_02 "cellulose synthase catalytic subunit"
at_At5g22740 mips_01_05_01_03 "glucosyltransferase-like protein"
mips_01_05_01_03_02
mips_30_34
mips_30_34_03
at_At5g64740 mips_01_05_01_03_02 "cellulose synthase"
at_At5g03760 mips_01_05_01_03 "putative protein"
mips_01_05_01_03_02
mips_30_34
mips_30_34_03
Training Accuracy: 13/13 (100.00%)
Training Frequency class 'mips_01_05_01': 466/4529 (10.29%)
Evaluation on validation data (2278 items):
at_At1g24070 mips_01 "glucosyltransferase, putative"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_30
mips_30_27
mips_30_27_01
mips_40
mips_40_02
mips_98
mips_99
at_At2g24630 mips_01_05_01_03_02 "putative glucosyltransferase"
mips_30_34
mips_30_34_03
at_At3g56000 mips_01_05 "putative protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_30
mips_30_34
mips_30_34_03
mips_98
at_At4g24000 mips_01_05_01_01 "putative protein"
mips_01_05_01_03_02
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_01_05_01': 204/2278 (8.96%)
Evaluation on propertest data (3835 items):
at_At1g55850 mips_01_05_01_03_02 "putative cellulose synthase catalytic subunit (At1g55850)"
at_At2g21770 mips_01_05_01 "putative cellulose synthase catalytic subunit"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_30_01
at_At2g32530 mips_01_05_01_03 "putative cellulose synthase"
mips_01_05_01_03_02
mips_30_01
at_At2g32540 mips_01_05_01 "putative cellulose synthase"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_30_01
at_At2g32620 mips_01_05_01_03_02 "putative cellulose synthase"
at_At2g25540 mips_01 "putative cellulose synthase catalytic subunit"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_30
mips_30_01
at_At4g13410 mips_01_05 "putative protein"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_30
mips_30_34
mips_30_34_03
mips_40_02
at_At4g15290 mips_01_05_01 "cellulose synthase like protein"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_30_01
at_At4g16590 mips_01_05_01_03_02 "cellulose synthase like protein"
mips_30_27
mips_30_27_01
at_At4g18780 mips_01_05_01_03 "cellulose synthase catalytic subunit (IRX1)"
mips_01_05_01_03_02
at_At4g24010 mips_01_05_01_03_02 "putative protein"
at_At4g31590 mips_01_05 "putative protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_30
mips_30_34
mips_30_34_03
at_At4g32410 mips_01_05_01_03_02 "cellulose synthase catalytic subunit (RSW1)"
at_At5g05170 mips_01_05_01_03_02 "cellulose synthase catalytic subunit (Ath-B)"
at_At5g44030 mips_01_05_01_03_02 "cellulose synthase catalytic subunit-like protein"
Propertest Accuracy: 15/15 (100.00%)
Propertest Frequency class 'mips_01_05_01': 360/3835 (9.39%)
New (unknown) data (2278 items):
------------------
Rule 2420
eval(_1,_2,4.0e-3-0.1),sq_len(_2,1005.0-6487.0),classification(_2,escherichia) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,pseudomonas),keyword(_2,signal) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),db_ref(_2,hssp) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eukaryota),desc(_2,homolog) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,homo),keyword(_2,developmental_protein) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,embl) = 0
-> class mips_01_05_01 "C-compound and carbohydrate utilization"
Evaluation on training data (4529 items):
at_At1g64670 mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At1g69240 mips_01_02 "putative alpha/beta hydrolase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At1g73920 - mips_01_06 "unknown protein (At1g73920)"
mips_01_06_04
mips_01_25
mips_01_25_07
mips_40_25
mips_47_03_11
mips_47_03_11_03
mips_63_09
at_At1g74290 - mips_02_11 "unknown protein"
mips_02_11_05
mips_11_07
mips_11_07_01
at_At1g77420 mips_01_05_01_01_09 "putative lipase"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_02_25
at_At2g14260 mips_01_05_01_01_09 "proline iminopeptidase"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At2g19550 mips_01 "putative esterase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_04
mips_11
mips_11_07
mips_13
mips_13_11
mips_99
at_At2g23550 mips_01_05_01_01_09 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At2g23560 mips_01_02 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At2g23580 mips_01_05_01_01 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_99
mips_06_13
mips_11_05
mips_11_05_03
mips_40_19
at_At2g23610 mips_01_02 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At2g36290 mips_01_02 "unknown protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_11_07
mips_40_19
at_At3g24420 mips_01_02 "unknown protein"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_02_11_05
mips_11_07_01
at_At3g47590 mips_01_05_01_01_01 "putative protein"
mips_01_06_04
mips_02_11_05
mips_11_07_01
at_At3g51000 mips_01_05_01_01_09 "epoxide hydrolase-like protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At3g52570 mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At3g55190 mips_01_02 "lipase -like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_02_25
at_At4g10030 mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At4g15960 mips_01_05_01_01_09 "putative epoxide hydrolase"
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_40_19
at_At4g17150 mips_01_05_01_01 "hypothetical protein"
mips_01_05_01_01_01
at_At4g24140 mips_01_05 "putative protein"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_04
mips_01_25
mips_01_25_07
mips_47_03_11
mips_47_03_11_03
mips_63_09
at_At4g36610 mips_01_02 "unknown protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_06_07
mips_06_13
mips_11_01
at_At4g37140 mips_01_02 "putative protein (partial)"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At4g37150 mips_01_02 "hydroxynitrile lyase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At5g09430 mips_01_02 "putative hydrolase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_02_11_05
mips_11_07_01
at_At5g10300 mips_01_02 "alpha-hydroxynitrile lyase-like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At5g19850 mips_01_05 "putative protein"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_03
mips_03_03_01
mips_03_03_01_02
mips_06
mips_06_07_03
mips_13
mips_13_11
mips_14_04
mips_40_10
mips_40_19
at_At5g38520 mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_02_11_05
mips_11_07_01
at_At5g41900 mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_11_07
mips_40_19
at_At5g64700 mips_01_04 "nodulin-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_25_03
at_At5g02970 mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_11_07
mips_40_19
Training Accuracy: 29/31 (93.55%)
Training Frequency class 'mips_01_05_01': 466/4529 (10.29%)
Evaluation on validation data (2278 items):
at_At1g29840 mips_01_05_01_01_01 "hypothetical protein"
mips_01_06_04
mips_02_11_05
mips_11_07_01
mips_37
mips_37_03
mips_37_03_21
mips_37_03_21_01
mips_45
mips_45_03
mips_45_03_09
mips_45_03_19
mips_47_03_21
mips_47_03_21_01
mips_63_05
at_At1g74300 mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At1g13610 mips_02 "hypothetical protein"
mips_01_05_01
mips_01_05_01_01
mips_01_06
at_At1g13820 mips_01_02 "hypothetical protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_02_11
mips_02_11_05
mips_11_07
mips_11_07_01
mips_40_19
at_At1g15490 mips_01_02 "putative protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_11
mips_11_07
mips_40_19
at_At1g12520 - mips_01_07_10 "putative Cu/Zn superoxide dismutase copper chaperone"
mips_06_99
mips_11_07_07
mips_11_07_07_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_25_05_13
at_At2g26750 mips_01_02 "putative epoxide hydrolase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_20_25_03
mips_20_25_03_04
mips_25_05_09
mips_25_05_10
mips_40_19
at_At3g50440 mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At3g54240 mips_01_02 "putative protein (fragment)"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At3g54660 - mips_02_11 "Gluthatione reductase, chloroplast precursor"
mips_40_26
mips_40_26_03
mips_63_17_09
mips_67_15
at_At3g48410 mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_40_19
at_At3g09690 mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At4g08390 - mips_01_01_99 "stromal ascorbate peroxidase"
mips_11_07_03
mips_40_26
mips_40_26_03
at_At4g09900 mips_01_02 "putative host response protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_99
mips_40_19
at_At4g12830 mips_01_05 "hydrolase like protein"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_06_13
mips_40_19
at_At4g37470 mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
at_At5g11650 mips_02 "lysophospholipase - like protein"
mips_01_05_01
mips_01_06
mips_01_06_04
mips_02_25
mips_11_01
mips_13_11
at_At5g14980 mips_01_02 "lysophospholipase -like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_02_25
at_At5g17780 mips_01_02 "putative protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_06_13
mips_11_07
mips_40_19
at_At5g38360 mips_01_02 "similar to unknown protein (pir||T03994)"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
at_At5g39220 mips_01_02 "putative protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_06_07
mips_06_13
mips_11
mips_11_07
mips_40_19
at_At5g58310 mips_01_02 "polyneuridine aldehyde esterase-like; also similar to alpha-hydroxynitrile lyase"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20
mips_01_20_99
mips_11_05
mips_11_05_03
mips_40_19
Validation Accuracy: 19/22 (86.36%)
Validation Frequency class 'mips_01_05_01': 204/2278 (8.96%)
Evaluation on propertest data (3835 items):
at_At1g33990 - mips_01_20_99 "unknown protein"
mips_02_25
at_At1g52510 mips_01_02 "unknown protein (At1g52510)"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_20_25_03
mips_20_25_03_04
mips_25_05_09
mips_25_05_10
at_At1g68900 mips_01_01_01_11 "hypothetical protein"
mips_01_01_01_11_09
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_07_01
at_At1g74280 mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At2g18360 - mips_02_11 "unknown protein"
mips_02_11_05
mips_11_07
mips_11_07_01
at_At2g23590 mips_01_02 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_11_05_03
mips_11_07
mips_40_19
at_At2g23600 mips_01_02 "putative acetone-cyanohydrin lyase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20
mips_01_20_99
mips_06_07
mips_11
mips_11_05
mips_11_05_03
mips_11_07
mips_40_19
at_At2g23620 mips_01_05_01_01_09 "putative acetone-cyanohydrin lyase"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At2g26740 mips_01_02 "epoxide hydrolase (ATsEH)"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_40_19
at_At3g03050 mips_01_05_01_03_02 "putative cellulose synthase catalytic subunit"
at_At3g03230 mips_01_02 "hypothetical protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_11_05_03
mips_11_07
mips_40_19
at_At3g03240 mips_01_02 "hypothetical protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_06_13
mips_11
mips_11_07
mips_40_19
at_At3g03990 mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_03_03_01_02
mips_06_07_03
mips_08_01
mips_10_01_05
mips_10_01_05_01
mips_11_01_01
at_At3g05600 mips_01_05_01_01_09 "putative epoxide hydrolase"
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_40_19
at_At3g10870 mips_01_05 "putative alpha-hydroxynitrile lyase"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_06_13
mips_10_01_01
mips_11_05
mips_11_05_03
mips_40_19
at_At4g16690 mips_01 "cyanohydrin lyase like protein"
mips_01_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20
mips_01_20_99
mips_11
mips_11_05
mips_11_05_03
mips_11_07
mips_40_19
at_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_At4g24160 mips_01_02 "putative protein"
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_04
mips_40_19
at_At4g36530 mips_01_02 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_02_11
mips_02_11_05
mips_11_07
mips_11_07_01
mips_40_19
at_At4g02340 mips_01_02 ""
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_11_07
mips_40_19
at_At5g11910 mips_01_05_01_01_01 "putative esterase - like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_04
at_At5g17720 mips_01_02 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_11_07
mips_40_19
at_At5g20520 - mips_01_06_04 "unknown protein"
mips_14_04_03
mips_14_04_03_01
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
at_At5g22460 mips_01_05_01_01 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_06_13
mips_40_19
Propertest Accuracy: 20/24 (83.33%)
Propertest Frequency class 'mips_01_05_01': 360/3835 (9.39%)
New (unknown) data (2278 items):
at_At1g74640 - no entry null
at_At1g08310 - no entry null
at_At3g26820 - no entry null
at_At3g50790 - no entry null
at_At5g14890 - no entry null
at_At5g41130 - no entry null
at_At1g19670 - no entry null
at_At1g34570 - no entry null
at_At2g03140 - mips_63_06 "similar to late embryogenesis abundant proteins"
at_At4g39030 - mips_67_28 "enhanced disease susceptibility 5 gene (EDS5)"
at_At1g54570 - no entry null
at_At1g34340 - no entry null
at_At2g39510 - no entry null
at_At3g26840 - no entry null
at_At3g02030 - no entry null
at_At5g43860 - no entry null
at_At5g49950 - no entry null
at_At5g41120 - no entry null
------------------
Rule 4478
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,gammaproteobacteria),db_ref(_2,hamap) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),desc(_2,precursor) = 1
-> class mips_01_05_01 "C-compound and carbohydrate utilization"
Evaluation on training data (4529 items):
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_At1g61800 mips_01_05 "Similar to glucose-6-phosphate/phosphate-translocator"
mips_01_05_01_03
mips_01_05_01_03_02
mips_04
mips_08_02
mips_10
mips_40_10
mips_40_26
mips_40_26_03
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_05
at_At2g37450 mips_01_04 "nodulin-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
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_At1g12500 mips_01_05_01_03_02 "hypothetical protein"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
at_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_At4g32270 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
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_At5g13670 mips_01_04 "unknown protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_25_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_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_At5g04160 - mips_08_02 "phosphate/phosphoenolpyruvate translocator - like protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50_05
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
Training Accuracy: 12/13 (92.31%)
Training Frequency class 'mips_01_05_01': 466/4529 (10.29%)
Evaluation on validation data (2278 items):
at_At1g06470 mips_01_05_01_03 "integral membrane protein, putative"
mips_01_05_01_03_02
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
at_At1g06890 mips_01_05_01 "unknown protein (At1g06890)"
mips_01_05_01_03
mips_01_05_01_03_02
mips_10_05
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At1g21870 mips_01_05_01_03_02 "glucose 6 phosphate/phosphate translocator, putative"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At1g53660 - mips_08 "phosphate/phosphoenolpyruvate translocator precursor, putative"
mips_08_02
mips_10_05
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50
mips_67_50_05
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_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_At3g14410 mips_01_05_01_03_02 "unknown protein"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
at_At3g17430 mips_01_05_01 "Unknown protein (At3g17430; MTO12.2)"
mips_01_05_01_03
mips_01_05_01_03_02
mips_08
mips_08_02
mips_10_05
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At3g11320 - mips_08_02 "hypothetical protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_50
mips_67_50_05
at_At4g03950 - mips_08_02 "putative glucose-6-phosphate/phosphate-translocator"
mips_40_26
mips_40_26_03
mips_67_04_07
mips_67_07
mips_67_07_01
mips_67_50_05
at_At4g23010 - mips_01_05_07 "putative protein"
mips_40_22
mips_67_07
at_At4g30420 mips_01_05 "nodulin-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_98
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_At5g46110 mips_01_05_01_03_02 "phosphate/triose-phosphate translocator precursor (gb|AAC83815.1)"
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50_05
Validation Accuracy: 8/15 (53.33%)
Validation Frequency class 'mips_01_05_01': 204/2278 (8.96%)
Evaluation on propertest data (3835 items):
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_At1g77610 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_05
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_At3g10290 mips_01_05_01_03 "unknown protein"
mips_01_05_01_03_02
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
at_At3g59360 - mips_01_05_07 "transporter-like protein"
mips_06_07_02
mips_08_07_05
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_99
at_At3g01550 mips_01_05_01_03 "putative phosphate/phosphoenolpyruvate translocator"
mips_01_05_01_03_02
mips_01_05_07
mips_08_02
mips_40_08
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_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_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_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_At5g28230 - mips_08_02 "putative protein"
mips_40_26
mips_40_26_03
mips_67_07
mips_67_07_01
mips_67_50_05
at_At5g45370 mips_01_04 "nodulin-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_25_03
at_At5g57100 mips_01_05 "unknown protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_08_02
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
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_At5g54800 mips_01_05_01 "glucose-6-phosphate/phosphate translocator"
mips_01_05_01_03
mips_01_05_01_03_02
mips_08
mips_08_02
mips_10_05
mips_40_26
mips_40_26_03
mips_63_13
mips_63_13_01
mips_67_07
mips_67_07_01
mips_67_07_99
mips_67_16
mips_67_50
mips_67_50_05
Propertest Accuracy: 9/14 (64.29%)
Propertest Frequency class 'mips_01_05_01': 360/3835 (9.39%)
New (unknown) data (2278 items):
at_At1g14360 - mips_40_22 "putative UDP-galactose transporter MSS4"
mips_67_07
at_At1g21890 - no entry null
at_At1g57990 - no entry null
at_At1g60050 - mips_25_03 "hypothetical protein"
at_At1g75500 - no entry null
at_At2g33750 - no entry null
at_At1g09860 - no entry null
at_At3g18200 - mips_25_03 "integral membrane protein, putative"
at_At3g28070 - mips_25 "unknown protein"
mips_25_03
mips_98
mips_99
at_At3g45870 - no entry null
at_At3g59310 - no entry null
at_At4g18210 - no entry null
at_At4g19180 - no entry null
at_At4g32140 - no entry null
at_At1g19770 - no entry null
at_At1g01070 - no entry null
at_At1g43650 - no entry null
at_At1g57980 - no entry null
at_At1g11460 - mips_25 "hypothetical protein"
mips_25_03
at_At3g46180 - mips_40_22 "putative protein"
mips_67_07
at_At1g44800 - mips_25_03 "nodulin like protein"
at_At1g48230 - no entry null
at_At1g68170 - no entry null
at_At1g28220 - no entry null
at_At1g28230 - no entry null
at_At2g24220 - no entry null
at_At2g37460 - no entry null
at_At3g28050 - no entry null
at_At4g18220 - no entry null
at_At4g01440 - mips_25_03 "predicted protein of unknown function"
at_At4g08290 - no entry null
at_At5g12170 - no entry null
at_At5g40230 - no entry null
------------------
Rule 3112
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,hypocreales) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,sgd) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,heliantheae) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,cyanobacteria),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,atp_binding),db_ref(_2,tigr) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,zinc_finger),db_ref(_2,prints) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),desc(_2,probable) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,mycobacterium) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,caenorhabditis) = 0
-> class mips_01_05_01 "C-compound and carbohydrate utilization"
Evaluation on training data (4529 items):
at_At1g16580 - mips_06_07_02 "hypothetical protein"
mips_30_27
at_At1g27680 mips_01_01 "ADP-glucose pyrophosphorylase, putative"
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_07
mips_01_07_01
mips_02_19
mips_05_04
mips_30_01
at_At1g03310 mips_01_05_01_01_01 "putative isoamylase"
mips_02_19
at_At1g32900 mips_01_05_01_03_02 "unknown protein"
mips_01_05_01_03_04
mips_02_19
mips_30_34
mips_30_34_07
mips_40_30
at_At1g47840 mips_02 "hexokinase, putative"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_04
mips_03
mips_03_03
mips_03_03_01
mips_40_03
mips_40_16
mips_63_19
at_At1g49350 mips_01 "unknown protein"
mips_01_03
mips_02
mips_01_03_01
mips_01_03_01_03
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_01
mips_40_03
at_At1g52420 mips_01_05_01_03_02 "glycosyl transferase, putative"
mips_06_07_02
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_99
mips_40_30
mips_40_34
mips_40_34_09
at_At1g06020 - mips_02_01 "fructokinase, putative"
mips_02_05
mips_02_07
mips_02_07_03
at_At1g06030 mips_02 "fructokinase, putative"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
at_At1g69200 mips_01_03_01 "putative fructokinase"
mips_01_05
mips_01_05_01_01
mips_02_01
at_At1g69830 mips_01_05_01_01_01 "putative alpha-amylase"
mips_02_19
at_At1g73370 mips_01_05_01_03 ""
mips_01_05_01_03_02
mips_01_05_04
mips_01_05_99
mips_02_19
at_At1g76130 mips_01_05_01_01_01 "unknown protein"
mips_02_05
mips_02_16
mips_02_19
mips_02_22
at_At1g78800 mips_01_05_01_03 "hypothetical protein"
mips_01_06_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_40_30
at_At1g79550 mips_01_05_01_01_01 "unknown protein"
mips_02_01
at_At2g45300 mips_01_01_01_11 "5-enolpyruvylshikimate-3-phosphate (EPSP) synthase"
mips_01_05_01_03_02
mips_01_05_01_03_04
mips_30_34
mips_30_34_07
at_At2g34970 mips_01_01 "putative translation initiation factor eIF-2B epsilon subunit"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_01_07
mips_01_07_01
mips_05
mips_05_04
mips_40_03
at_At2g35020 mips_01 "putative UDP-N-acetylglucosamine pyrophosphorylase"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_01
at_At3g09820 - mips_01_03_01 "putative adenosine kinase"
mips_01_03_01_03
mips_02_01
mips_02_07
mips_02_07_03
at_At3g12780 mips_01_05_01_01_01 "phosphoglycerate kinase like protein"
mips_02_01
at_At3g15940 mips_02 "hypothetical protein"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_01_05_99
mips_02_11
mips_02_19
mips_14
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_34
mips_40_34_09
at_At3g20040 mips_01 "hexokinase, putative"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_04
mips_03
mips_03_03
mips_03_03_01
mips_40_16
mips_63
mips_63_19
at_At3g23640 mips_01_05_01_01_02 "alpha glucosidase like protein"
mips_02_01
mips_02_19
mips_40_08
mips_40_25
mips_63_13
mips_63_13_01
at_At3g29320 mips_01_05_01_01_02 "alpha-glucan phosphorylase, putative"
mips_01_05_01_03_02
mips_02_19
mips_02_99
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_11
mips_47_03_11_07
at_At3g43190 mips_02 "sucrose synthase like protein"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_01_03_04
mips_01_05_99
mips_02_19
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_30_34_07
mips_40_34
mips_40_34_09
at_At3g55590 mips_01_05_01_03_02 "mannose-1-phosphate guanylyltransferase-like protein"
mips_01_07_01
mips_02_19
at_At3g59480 mips_01_05_01_01_01 "fructokinase-like protein"
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
at_At4g10120 mips_01_05_01_03_02 "sucrose-phosphate synthase - like protein"
mips_01_05_01_03_04
mips_01_05_99
mips_02_19
mips_30_34
mips_30_34_07
mips_40_30
at_At4g10260 mips_02 "fructokinase - like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
at_At4g18300 - mips_01_07_01 "initiation factor-2Bepsilon-like protein"
at_At4g26270 - mips_01_05_04 "putative pyrophosphate-dependent phosphofructo-1-kinase"
mips_02_01
mips_02_01_03
at_At4g26390 mips_02 "pyruvate kinase like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_01
mips_40_03
at_At4g27600 mips_01_03 "carbohydrate kinase like protein"
mips_02
mips_01_03_01
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_01
mips_02_07
mips_02_07_03
mips_40_03
at_At4g29130 mips_01_05 "hexokinase"
mips_01_05_01_01
mips_01_05_04
mips_02_01
mips_03
mips_03_03
mips_03_03_01
mips_63_19
at_At5g11110 mips_01 "sucrose-phosphate synthase -like protein"
mips_01_05
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_01_03_04
mips_01_05_99
mips_02_19
mips_30
mips_30_34
mips_30_34_07
mips_98
at_At5g11720 mips_01_05_01_01_02 "alpha-glucosidase 1"
mips_02_01
mips_02_19
mips_40_25
mips_63_13
mips_63_13_01
at_At5g19220 mips_01_05_01_03 "Glucose-1-phosphate adenylyltransferase (ApL1/adg2)"
mips_01_05_01_03_02
mips_01_07
mips_02_19
at_At5g20410 mips_01_05 "monogalactosyldiacylglycerol synthase"
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_01_03_04
mips_01_06
mips_01_06_01
mips_01_06_01_03
mips_01_06_99
mips_30
mips_30_34
mips_30_34_07
at_At5g20830 mips_01_05_01_03_02 "sucrose-UDP glucosyltransferase"
mips_01_05_01_03_04
mips_01_05_99
mips_02_19
mips_30_34
mips_30_34_07
at_At5g48300 mips_01_05_01_03 "ADPG pyrophosphorylase small subunit (gb|AAC39441.1)"
mips_01_05_01_03_02
mips_01_07
mips_01_07_01
mips_02_19
mips_05_04
at_At5g49190 - mips_01_05_04 "sucrose synthase"
mips_01_05_99
mips_02_19
at_At5g51830 mips_01_05_01_01_01 "fructokinase 1"
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
at_At5g56350 mips_02 "pyruvate kinase"
mips_01_05_01_01
mips_02_01
at_At5g56630 - mips_01_05_04 "pyrophosphate-dependent phosphofructo-1-kinase-like protein"
mips_02_01
at_At5g61580 - mips_01_05_04 "pyrophosphate-dependent phosphofructo-1-kinase - like protein"
mips_02_01
mips_02_01_03
at_At1g74910 mips_01_05_01_03 "putative GDP-mannose pyrophosphorylase"
mips_01_05_01_03_02
mips_01_07_01
at_At5g03300 - mips_01_03_01 "adenosine kinase (MOK16.21)"
mips_01_03_01_03
mips_02_07
mips_02_07_03
at_At5g03650 mips_01_05_01_01_01 "1,4-alpha-glucan branching enzyme protein soform SBE2.2 precursor"
mips_01_05_01_03
mips_01_05_01_03_02
mips_02_19
at_At5g47810 mips_02 "pyrophosphate-fructose-6-phosphate 1-phosphotransferase-like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_04
mips_02_01
mips_40_03
Training Accuracy: 40/49 (81.63%)
Training Frequency class 'mips_01_05_01': 466/4529 (10.29%)
Evaluation on validation data (2278 items):
at_At1g19580 - mips_01_02 "unknown protein"
mips_01_20_01
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_07
mips_63_06
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_01_01
at_At1g60990 - mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_01_11_07
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_04
mips_01_02
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_11_09
mips_48
mips_63_11
mips_63_21
mips_63_21_05
at_At1g63290 mips_01_05_01_01_01 "D-ribulose-5-phosphate like protein"
mips_02_07
mips_02_07_01
mips_02_07_03
at_At1g05610 mips_01_05_01_03 "putative ADP-glucose pyrophosphorylase, small subunit precursor"
mips_01_05_01_03_02
mips_01_07
mips_02_19
at_At1g75420 mips_02 "unknown protein"
mips_01_05_01
mips_01_05_01_03
mips_01_06
mips_01_06_01
mips_02_11
mips_06_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_40_07
mips_40_16
mips_40_34
mips_40_34_09
at_At1g16570 mips_01_05_01 "Putative glycosyl transferase"
mips_05
mips_06_07_02
mips_30_27
mips_40_07
at_At1g20950 - mips_01_05_04 "putative pyrophosphate-dependent phosphofructokinase alpha subunit"
mips_02_01
at_At1g11860 - mips_01_01_01_11 "aminomethyltransferase-like precursor protein"
mips_01_01_01_11_01
mips_01_01_01_11_07
mips_01_01_10_05
mips_01_01_10_05_04
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_11_09
mips_48
mips_63_11
mips_63_21
mips_63_21_05
at_At2g15400 - mips_04_01 "DNA-directed RNA polymerase II, third largest subunit"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_40_10_07
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_11
mips_47_03_11_09
mips_48
at_At2g39770 mips_01_05_01_03_02 "GDP-mannose pyrophosphorylase"
mips_02_19
at_At3g55810 mips_02 "pyruvate kinase - like protein"
mips_01_05_01
mips_01_05_01_01
mips_02_01
at_At3g13110 mips_01_01 "serine acetyltransferase (Sat-1)"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_06
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_02
mips_01_02_99
mips_01_05_01_03
mips_01_20_01
at_At3g45940 mips_01_05_01_01_02 "putative protein"
mips_02_01
mips_02_19
mips_40_08
mips_40_25
mips_63_13
mips_63_13_01
at_At3g10630 - mips_01_05_99 "unknown protein"
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_40_34
mips_40_34_09
at_At4g18240 mips_02 "starch synthase-like protein"
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_06
mips_01_06_01
mips_02_19
mips_06_07
mips_30_01
mips_30_34
mips_40_07
mips_40_16
mips_40_30
at_At4g19460 mips_01_05_01_03 "putative protein"
mips_01_06_01
mips_02_11
mips_30_01
mips_40_07
at_At5g24300 mips_01_05_01_03 "soluble starch synthase"
mips_01_05_01_03_02
mips_01_05_99
mips_02_19
mips_30_34
at_At5g43910 mips_01_03_01 "putative protein"
mips_01_03_01_03
mips_01_05_01_01_01
mips_02_01
mips_02_07
mips_02_07_03
at_At5g52560 mips_01_04 "unknown protein"
mips_01_05_01_03
mips_30_01
Validation Accuracy: 13/19 (68.42%)
Validation Frequency class 'mips_01_05_01': 204/2278 (8.96%)
Evaluation on propertest data (3835 items):
at_At1g19710 - mips_14_04_01 "hypothetical protein"
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_34
mips_40_34
mips_40_34_09
at_At1g47260 mips_01_01 "unknown protein"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_06
mips_01_02
mips_01_05_01_03
mips_01_05_01_03_04
mips_01_06_01
mips_01_06_01_03
mips_05_04
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_07
mips_30_01
mips_30_04
mips_30_34
mips_30_34_07
mips_63_06
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_01_01
at_At1g48860 mips_01_01 "unknown protein"
mips_01_01_01
mips_01_01_01_11
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_01_03_04
mips_30_34
mips_30_34_07
at_At1g50460 - mips_01_05_04 "hexokinase, putative"
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_At1g73160 - mips_14_04_01 "putative glycosyl transferase"
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_34
mips_40_34_09
at_At1g73740 mips_01_05_01_03_02 "putative UDP-N-acetylglucosamine--N-acetylmuramyl-(pentapeptide)-pyrophosphoryl-undecaprenol N-acetylglucosamine transferase"
mips_01_05_01_03_04
mips_01_20_17_07
mips_30_34
mips_30_34_07
at_At1g11720 mips_01_05_01_03_02 "putative glycogen synthase"
mips_02_19
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_34
mips_40_34_09
at_At1g12000 - mips_01_05_04 "putative pyrophosphate-fructose-6-phosphate 1-phosphotransferase"
mips_02_01
at_At1g66430 - mips_02_01 "fructokinase, putative"
mips_02_05
mips_02_07
mips_02_07_03
at_At2g19860 - mips_01_05_04 "hexokinase (ATHXK2)"
at_At2g21590 mips_01_05_01_03 "putative ADP-glucose pyrophosphorylase large subunit"
mips_01_05_01_03_02
mips_01_07
mips_01_07_01
mips_02_19
mips_05_04
at_At2g22480 mips_01_05_01_01 "pyrophosphate--fructose-6-phosphate 1-phosphotransferase like protein"
mips_01_05_04
mips_02_01
at_At2g31390 - mips_02_01 "putative fructokinase"
mips_02_05
mips_02_07
mips_02_07_03
at_At2g36390 mips_01_05_01_03 "starch branching enzyme class II (sbe2-1)"
mips_01_05_01_03_02
mips_02_19
at_At2g39930 mips_01_05_01_01_01 "putative isoamylase"
mips_02_19
at_At2g40190 mips_01_05 "unknown protein"
mips_01_05_01_03
mips_01_06
mips_06
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30
mips_30_34
mips_40
mips_40_34
mips_40_34_09
at_At2g04650 mips_02 "putative GDP-mannose pyrophosphorylase"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_07
mips_01_07_01
mips_02_19
mips_30
mips_30_01
mips_40_03
at_At3g04050 mips_01_05_01_01 "putative pyruvate kinase"
mips_02_01
at_At3g17770 mips_01_05_01 "dihydroxyacetone kinase, putative"
mips_06_07
mips_06_07_03
mips_11_01
at_At3g20440 mips_01 "1,4-alpha-glucan branching enzyme, putative"
mips_01_01_07
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_02_19
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_03
mips_67
mips_67_10
at_At3g45100 mips_01_05_01 "n-acetylglucosaminyl-phosphatidylinositol-like protein"
mips_01_05_01_03
mips_01_06
mips_01_06_01
mips_06_07
mips_30_01
mips_30_34
mips_40_07
mips_40_16
mips_40_30
at_At3g46970 mips_01_05_01_01_02 "starch phosphorylase H (cytosolic form) - like protein"
mips_01_05_01_03_02
mips_02_19
mips_02_99
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_11
mips_47_03_11_07
at_At3g54090 mips_01_03_01 "fructokinase - like protein"
mips_01_05_01_01_01
mips_02_01
mips_02_07
mips_02_07_03
at_At3g01180 mips_01_05_01_03_02 "putative glycogen synthase"
mips_01_05_99
mips_02_19
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_34
mips_40_34_09
at_At3g02270 mips_01_01 "putative translation initiation factor EIF-2B epsilon subunit"
mips_02
mips_01_05_01
mips_01_05_01_03
mips_01_07
mips_01_07_01
mips_05
mips_05_04
at_At3g49160 mips_02 "pyruvate kinase -like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
at_At3g55650 mips_01_05 "pyruvate kinase - like protein"
mips_01_05_01_01
mips_02_01
at_At3g56280 - mips_04_09 "protein kinase"
mips_30_04
mips_40_04_03
at_At4g09020 mips_01_05_01_01_01 "isoamylase-like protein"
mips_02_19
at_At4g25000 mips_01_05 "alpha-amylase like protein"
mips_01_05_01_01
mips_02_19
at_At4g31780 mips_01_05_01_03_02 "monogalactosyldiacylglycerol synthase - like protein"
mips_01_05_01_03_04
mips_01_06_01_03
mips_01_06_99
mips_30_34
mips_30_34_07
at_At4g39210 mips_01_05_01_03_02 "glucose-1-phosphate adenylyltransferase (APL3)"
mips_01_07_01
mips_02_19
at_At4g02280 mips_01_05_01_03_02 "putative sucrose synthetase"
mips_01_05_01_03_04
mips_01_05_99
mips_02_19
mips_30_34
mips_30_34_07
at_At4g04040 - mips_01_05_04 "putative phosphofructokinase beta subunit"
mips_02_01
mips_02_01_03
at_At4g30570 mips_01_05_01_03 "GDP-mannose pyrophosphorylase like protein"
mips_01_05_01_03_02
mips_01_07
mips_01_07_01
mips_05_04
mips_30_01
at_At5g20280 mips_01_05 "sucrose-phosphate synthase-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_01_05_01_03_04
mips_01_05_99
mips_02_19
mips_30
mips_30_34
mips_30_34_07
mips_40_30
at_At5g37180 mips_01_05_01_03 "sucrose synthase-like protein"
mips_01_05_99
mips_01_06_01
mips_02_19
mips_40_30
at_At5g58730 mips_02 "unknown protein"
mips_01_05_01
mips_02_01
mips_02_07
mips_02_07_03
at_At5g59070 mips_01_05_01_03 "hexosyltransferase - like protein"
mips_01_05_01_03_02
mips_01_06_01
mips_02_11
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_01
mips_40_07
mips_40_30
mips_40_34
mips_40_34_09
at_At5g04360 mips_01_05_01_01_01 "pullulanase-like protein (starch debranching enzyme)"
mips_02_19
Propertest Accuracy: 32/41 (78.05%)
Propertest Frequency class 'mips_01_05_01': 360/3835 (9.39%)
New (unknown) data (2278 items):
at_At1g56190 - no entry null
at_At1g76550 - mips_02_01 "putative pyrophosphate-dependent phosphofructokinase alpha subunit"
at_At4g10750 - no entry null
at_At4g12130 - mips_40_16 "putative protein"
at_At4g16710 - no entry null
at_At4g29220 - mips_02_01 "pyrophosphate-dependent phosphofructo-1-kinase-like protein"
at_At5g01220 - mips_30_34 "unknown protein"
mips_40_30
at_At5g17310 - mips_01 "UDP-glucose pyrophosphorylase"
mips_01_05
mips_02_19
mips_06
mips_14_04
mips_25_05
at_At5g04480 - no entry null
at_At1g32440 - mips_02_01 "putative pyruvate kinase, plastid isozyme (At1g32440)"
at_At3g25960 - mips_02_01 "putative pyruvate kinase"
at_At4g32840 - mips_02_01 "putative pyrophosphate--fructose-6-phosphate 1-phosphotransferase"
at_At4g37840 - mips_02_01 "hexokinase - like protein"
at_At5g63680 - mips_02_01 "pyruvate kinase"
at_At1g31070 - no entry null
at_At1g53000 - no entry null
at_At2g36580 - mips_02_01 "pyruvate kinase like protein"
at_At3g03250 - mips_01_04 "UDP-glucose pyrophosphorylase like protein"
mips_02_19
at_At3g04240 - no entry null
at_At3g07020 - no entry null
at_At4g05210 - no entry null
at_At5g66460 - no entry null
------------------
Rule 3766
eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,genew) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,inner_membrane),db_ref(_2,sgd) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,rosidae),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanales),keyword(_2,transmembrane) = 0
-> class mips_01_05_01 "C-compound and carbohydrate utilization"
Evaluation on training data (4529 items):
at_At1g18970 mips_01_05_01_01_03 "germin-like protein (GLP4)"
mips_02_13
at_At1g26380 mips_01_05_01_01_01 "putative protein"
mips_01_20_17
mips_01_20_17_09
mips_02_16
at_At1g26400 mips_01_05_01_01_01 "hypothetical protein"
mips_01_20_17_09
mips_02_16
at_At1g26410 - mips_01_20_17_09 "unknown protein"
mips_01_20_99
mips_20_20
mips_20_20_18
at_At1g26420 mips_02 "hypothetical protein"
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_02_16
mips_02_16_03
mips_40_16
mips_67_15
at_At1g30710 - mips_01_20_17_09 "putative reticuline oxidase-like protein"
mips_01_20_99
mips_02_99
mips_20_20
mips_20_20_18
at_At1g30770 - mips_01_20_17_09 "putative reticuline oxidase-like protein, 5' partial"
at_At1g72610 mips_01_05_01_01 "germin-like protein"
mips_01_05_01_01_03
at_At1g75450 mips_02 "cytokinin oxidase (CKX6)"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_99
mips_02_16
mips_02_16_03
mips_02_99
mips_14
mips_14_04
mips_20
mips_20_20
mips_20_20_18
mips_25
mips_30
mips_30_04
mips_40_03
mips_40_04
mips_40_16
mips_67
mips_67_15
at_At2g28680 mips_01_05_01_01_01 "legumin-like protein"
mips_01_05_01_01_03
mips_02_13
mips_02_99
mips_65
at_At2g34790 mips_01 "putative berberine bridge enzyme"
mips_01_05
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_14
mips_14_04
mips_20
mips_20_20
mips_20_20_18
mips_25
mips_67
mips_67_15
mips_99
at_At1g10460 mips_01_05_01_01_03 "germin-like protein (GLP7)"
mips_02_13
at_At2g46750 mips_02 "unknown protein"
mips_01_05_01
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_02_99
mips_11_01
mips_30_04
mips_40_04
mips_40_16
mips_40_19
mips_67_15
at_At2g46760 mips_01_05_01_01_01 "unknown protein"
mips_01_06_01
mips_01_07
mips_01_07_01
mips_02_16
mips_02_99
mips_30_04
mips_40_19
mips_67_15
at_At3g10080 mips_01_05_01_01_03 "germin-like protein"
mips_02_13
at_At3g63440 mips_01 "cytokinin oxidase -like protein"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_02_16
mips_02_16_03
mips_02_99
mips_11
mips_11_01
mips_20
mips_20_20
mips_20_20_18
mips_30
mips_30_04
mips_40
mips_40_03
mips_40_04
mips_40_16
at_At4g20800 mips_02 "putative protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_02_16
mips_40_04
mips_40_16
at_At4g20840 - mips_01_20_17_09 "reticuline oxidase - like protein"
at_At4g20860 mips_01_05_01_01_01 "berberine bridge enzyme - like protein"
mips_01_20_17_09
mips_02_16
mips_02_99
at_At4g29740 mips_02 "cytokinin oxidase - like protein"
mips_01_05_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_99
mips_02_16
mips_02_16_03
mips_02_99
mips_20
mips_20_20
mips_20_20_18
mips_30_04
mips_40_04
mips_40_16
mips_67_15
at_At5g11540 mips_01_05_01_01_01 "putative protein"
mips_01_07_01
mips_01_20_17_09
mips_02_16
mips_02_99
mips_40_19
at_At5g38930 mips_01_05_01 "germin - like protein"
mips_01_05_01_01
mips_01_05_01_01_03
mips_30_01
at_At5g38950 mips_01_05_01_01_03 "germin - like protein"
at_At5g39100 mips_01_05_01_01_03 "germin-like protein (GLP6)"
mips_02_13
mips_30_01
at_At5g39110 mips_01_05_01_01_03 "germin -like protein"
mips_02_13
at_At5g39150 mips_01_05_01_01_03 "germin - like protein"
mips_02_13
at_At5g44380 - mips_01_06 "berberine bridge enzyme-like protein"
mips_01_20_17
mips_01_20_17_09
mips_02_16
mips_40_19
mips_67_15
at_At5g44410 - mips_01_20_17_09 "berberine bridge enzyme-like protein"
at_At5g56490 mips_01_05_01_01 "putative protein"
mips_01_05_01_01_01
mips_01_07_01
mips_02_16
mips_02_99
mips_40_04
mips_40_19
at_At5g61750 mips_01_05 "germin-like protein - like"
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11_05
mips_30
Training Accuracy: 24/30 (80.00%)
Training Frequency class 'mips_01_05_01': 466/4529 (10.29%)
Evaluation on validation data (2278 items):
at_At1g18980 mips_01_05_01_01 "unknown protein"
mips_01_05_01_01_03
mips_02_13
at_At1g01980 - mips_01_20_17_09 "hypothetical protein"
mips_01_20_99
mips_02_16
mips_20_20
mips_20_20_18
at_At1g09560 mips_02 "germin-like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11_01
mips_11_05
mips_30_01
at_At3g62020 mips_01_05_01_01_03 "germin-like protein (GLP10)"
mips_02_13
at_At4g36400 mips_01 "unknown protein"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_01
mips_02_16
mips_02_16_03
mips_02_99
mips_14
mips_14_04
mips_25
mips_30
mips_30_04
mips_40_03
mips_40_04
mips_40_16
mips_40_19
mips_67
mips_67_15
at_At5g06580 mips_01_05_01_01_01 "unknown protein"
mips_02_16
mips_02_16_03
mips_02_99
mips_40_19
at_At5g39120 mips_01_05_01_01_03 "germin - like protein"
mips_02_13
mips_30_01
at_At5g39130 mips_01_05_01_01_03 "germin - like protein"
mips_02_13
Validation Accuracy: 7/8 (87.50%)
Validation Frequency class 'mips_01_05_01': 204/2278 (8.96%)
Evaluation on propertest data (3835 items):
at_At1g26390 mips_01 "putative protein"
mips_01_05
mips_01_05_01
mips_01_06
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_30
mips_30_04
mips_40_16
mips_40_19
mips_67
mips_67_15
at_At1g29410 - mips_01_01_01_11_13 "phosphoribosylanthranilate isomerase (At1g29410)"
at_At1g30720 mips_01 "putative reticuline oxidase-like protein"
mips_01_05
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_20
mips_20_20
mips_20_20_18
mips_40_04
at_At1g30740 - mips_01_20_17_09 "putative reticuline oxidase-like protein"
mips_02_16
mips_40_19
at_At1g32300 - mips_02 "hypothetical protein"
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_02_99
mips_20
mips_20_20
mips_20_20_18
mips_40_04
mips_40_16
mips_40_19
mips_67_15
at_At1g74820 mips_01_05_01_01 "germin-like protein"
mips_01_05_01_01_03
mips_02_13
at_At1g11770 - mips_01_20_17_09 "putative reticuline oxidase"
mips_01_20_99
mips_20_20
mips_20_20_18
at_At2g19500 mips_01_05_01_01_01 "cytokinin oxidase (CKX2)"
mips_01_07_01
mips_01_20_17_09
mips_01_20_99
mips_02_16
mips_02_99
mips_20_20
mips_20_20_18
at_At2g34810 mips_01_05_01 "putative berberine bridge enzyme"
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_20
mips_20_20
mips_20_20_18
mips_40_04
at_At2g41510 mips_02 "putative cytokinin oxidase"
mips_01_05_01
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_99
mips_02_16
mips_20
mips_20_20
mips_20_20_18
mips_30_04
mips_40_04
mips_40_16
mips_40_19
mips_67_15
at_At2g46740 - mips_01_07_01 "unknown protein"
mips_01_20_17_09
mips_01_20_99
mips_02_99
mips_20_20
mips_20_20_18
at_At3g04150 mips_01_05_01_01_03 "germin-like protein"
mips_02_13
at_At3g04170 mips_01_05_01_01_03 "germin-like protein"
mips_02_13
at_At3g04180 mips_01_05_01_01_03 "germin-like protein"
mips_02_13
at_At3g04190 mips_02 "germin-like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11_01
mips_11_05
mips_30_01
at_At3g04200 mips_01 "germin-like protein"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11
mips_11_01
mips_11_05
mips_30
mips_30_01
at_At3g05930 mips_01_05_01_01_03 "germin-like protein"
mips_02_13
at_At3g05950 mips_01_05_01_01_03 "germin-like protein"
mips_02_13
mips_30_01
at_At3g19820 mips_01_05_01_01 "cell elongation protein, Dwarf1"
mips_01_05_01_01_01
mips_02_16
mips_02_16_03
mips_02_99
mips_40_19
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_01
at_At4g14630 mips_02 "germin precursor oxalate oxidase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11
mips_11_01
mips_11_05
mips_30
mips_30_01
at_At4g20830 - mips_01_20_17 "reticuline oxidase -like protein"
mips_01_20_17_09
at_At4g02980 - mips_03_99 "auxin-binding protein 1 precursor"
mips_20_20
mips_20_20_18
at_At5g20630 mips_01_05_01_01_03 "germin-like protein (GLP3b)"
mips_25_03
mips_30_01
at_At5g26700 mips_01 "nectarin - like protein"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11
mips_11_01
mips_11_05
mips_30
mips_30_01
mips_98
at_At5g38910 mips_02 "germin - like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11
mips_11_01
mips_11_05
mips_30
mips_30_01
at_At5g38940 mips_01_05_01_01_03 "germin - like protein"
mips_30_01
at_At5g38960 mips_01_05_01_01_03 "germin - like protein"
mips_02_13
mips_30_01
at_At5g39160 mips_01_05_01_01_03 "germin-like protein (GLP2a) copy1"
mips_02_13
mips_30_01
at_At5g39180 mips_01_05_01_01_03 "germin-like protein"
mips_02_13
mips_30_01
at_At5g39190 mips_02 "germin-like protein (GLP2a) copy2"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11_01
mips_11_05
mips_30_01
at_At5g44360 - mips_01_20_17_09 "berberine bridge enzyme"
mips_02_99
mips_40_19
at_At5g44390 - mips_01_20_17_09 "berberine bridge enzyme-like protein"
at_At5g44440 - mips_01_20 "berberine bridge enzyme-like protein"
mips_01_20_17
mips_01_20_17_09
mips_02_16
mips_02_99
mips_40_04
mips_40_16
at_At5g56970 - mips_01_20_99 "cytokinin oxidase"
mips_02_16
mips_02_99
mips_20_20
mips_20_20_18
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_01
Propertest Accuracy: 23/34 (67.65%)
Propertest Frequency class 'mips_01_05_01': 360/3835 (9.39%)
New (unknown) data (2278 items):
at_At1g07750 - mips_65 "globulin like protein"
at_At3g10860 - no entry null
at_At3g52730 - mips_02_13 "ubiquinol--cytochrome-c reductase-like protein"
at_At1g12420 - no entry null
at_At5g05370 - no entry null
at_At5g08410 - no entry null
at_At5g23440 - no entry null
------------------
Rule 3667
eval(_1,_2,0.0-9.0e-25),db_ref(_2,prosite) = 1
eval(_1,_2,9.0e-25-8.0e-10),species(_2,haemophilus_influenzae),db_ref(_2,prosite) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,485.0-667.0),classification(_2,eurosids_i) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,hordeum),db_ref(_2,prints) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
-> class mips_01_05_01 "C-compound and carbohydrate utilization"
Evaluation on training data (4529 items):
at_At1g02460 mips_01_05_01_01_01 "polygalacturonase PG1, putative"
mips_30_01
at_At1g23460 mips_01_05_01_01_01 "putative polygalacturonase precursor"
at_At1g23470 - mips_01_20_99 "putative polygalacturonase precursor"
at_At1g26560 mips_01_05_01_01_02 "beta-glucosidase like protein"
mips_01_20_01
mips_01_20_01_07
at_At1g30350 mips_01_05 "hypothetical protein"
mips_01_05_01_01
at_At1g33220 mips_01_05 "beta-1,3-glucanase, putative"
mips_01_05_01_01
mips_11_05
mips_11_05_03
mips_25_03
mips_30
mips_98
at_At1g43080 mips_01_05_01_01_01 "hypothetical protein"
at_At1g43090 mips_01_05_01 "hypothetical protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30_01
at_At1g43100 mips_01_05_01_01_01 "hypothetical protein"
at_At1g44980 mips_01 "hypothetical protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_99
mips_30
mips_30_01
mips_40
mips_40_01
at_At1g51470 mips_01_05 "myrosinase precursor, putative"
mips_01_05_01
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At1g52400 mips_01_05_01 "beta-glucosidase, putative"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g04680 mips_01_05 "unknown protein"
mips_01_05_01_01
mips_30
at_At1g60090 - mips_01_20_01 "hypothetical protein"
mips_01_20_01_07
at_At1g61810 mips_01_05_01_01_02 "hypothetical protein"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At1g61820 mips_01_05_01 "hypothetical protein"
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g05650 mips_01_05_01_01_01 "putative polygalacturonase"
at_At1g65570 mips_01_05_01 "hypothetical protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30_01
at_At1g69940 - mips_01_05_99 "putative pectin methylesterase"
mips_40_01
at_At1g70500 mips_01_05_01_01_01 "putative polygalacturonase"
at_At1g75940 mips_01_05_01_01_02 "ATA27"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At2g16730 mips_01_05_01_01_01 "putative beta-galactosidase"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At2g19150 - mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At2g19440 mips_01 "putative beta-1,3-glucanase, predicted GPI-anchored protein"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At2g21610 mips_01_05_01_01 "putative pectinesterase"
mips_01_05_99
mips_01_20_01
mips_40_01
at_At2g23900 mips_01_05_01_01_01 "putative polygalacturonase"
mips_01_20_99
at_At2g47550 mips_01 "unknown protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_99
mips_30
mips_30_01
mips_40_01
at_At3g16850 mips_01_05_01_01_01 "polygalacturonase like protein"
mips_01_20_99
mips_30_01
at_At4g34480 - mips_01_04_01 "putative protein (fragment)"
at_At2g02720 mips_01_05_01_01_01 "putative pectate lyase"
at_At2g15450 mips_01_05_01_01_01 "putative polygalacturonase"
mips_30_01
at_At2g15470 mips_01_05_01_01 "putative polygalacturonase"
mips_01_05_01_01_01
at_At2g16230 - mips_01_04 "putative beta-1,3-glucanase"
mips_01_04_01
mips_30_01
at_At2g20680 mips_01_05_01_01_01 "(1-4)-beta-mannan endohydrolase"
mips_40_25
at_At2g26600 - mips_01_04_01 "beta-1,3-glucanase like protein"
mips_11_05
mips_11_05_03
at_At2g32810 mips_01_05_01_01_01 "putative beta-galactosidase (BGAL9)"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At2g32860 mips_01_05 "putative beta-glucosidase"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At2g36190 mips_01_05_01_01_01 "beta-fructofuranosidase like protein (invertase)"
mips_01_05_01_03
mips_01_05_01_03_02
mips_40_27
at_At2g44450 mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
at_At2g44460 mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
at_At2g44480 - mips_01_20_01 "putative beta-glucosidase"
mips_01_20_01_07
mips_11_05_03
at_At2g44490 mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
at_At2g47280 mips_01_05_01_01 "putative pectinesterase"
mips_01_05_99
mips_01_20_01
mips_40_01
at_At3g06770 mips_01_05_01_01_01 "unknown protein"
mips_01_20_99
mips_30_01
at_At3g06830 mips_01_05_01_01 "pectin methylesterase, putative"
mips_01_05_99
mips_40_01
at_At3g07010 mips_01_05_01_01_01 "putative pectate lyase"
at_At3g07320 - mips_01_04_01 "putative beta-1,3-glucanase precursor"
at_At3g07820 mips_01_05_01_01_01 "polygalacturonase (PGA3)"
at_At3g07840 mips_01_05_01_01_01 "putative polygalacturonase"
at_At3g09260 mips_01_05_01_01_02 "thioglucosidase 3D precursor"
mips_01_20_01
mips_01_20_01_07
at_At3g10720 - mips_01_05_99 "pectinesterase like protein"
mips_01_20_01
mips_40_01
at_At3g13560 - mips_01_04_01 "glucan endo-1,3-beta-glucosidase precursor, putative"
at_At3g13750 mips_01_05_01_01_01 "galactosidase, putative"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At3g13784 mips_01_05_01_01 "beta-fructofuranosidase, putative"
mips_01_05_01_01_01
mips_01_05_01_03_02
mips_40_27
at_At3g13790 mips_01_05_01_01_01 "putative beta-fructofuranosidase 1"
mips_01_05_01_03_02
mips_40_27
at_At3g14300 - mips_01_05_99 "putative pectin methylesterase"
mips_40_01
at_At3g15800 mips_01_04_01 "putative beta-1,3-glucanase precursor"
mips_01_05_01_01
mips_11_05
mips_11_05_03
at_At3g18080 mips_01 "beta-glucosidase like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At3g21370 - mips_01_20_01 "beta-glucosidase, putative"
mips_01_20_01_07
mips_11_05_03
at_At3g24230 mips_01_05_01_01_01 "pectate lyase, putative"
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_At1g11590 - mips_01_05_99 "similar to pectinesterase emb|CAA47810; similar to ESTs gb|AI999792.1"
mips_40_01
at_At3g42950 mips_01_05_01 "polygalacturonase -like protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_99
mips_30_01
at_At3g48950 mips_01_05_01_01_01 "endo-polygalacturonase - like protein"
mips_01_20_99
mips_30_01
at_At3g49220 - mips_01_05_99 "pectinesterase - like protein"
mips_30_01
mips_40_01
at_At3g53190 mips_01_05_01_01_01 "pectate lyase -like protein"
at_At1g11920 mips_01_05_01 "pectate lyase-like protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30_01
at_At3g55430 - mips_01_04_01 "beta-1,3-glucanase - like protein"
mips_01_05
mips_30
mips_98
at_At3g55780 - mips_01_04 "beta-1,3-glucanase - like protein"
mips_01_04_01
mips_01_20_01
mips_11_05_03
at_At3g57240 mips_01 "beta-1,3-glucanase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
mips_98
at_At3g57260 mips_01 "beta-1,3-glucanase 2 (BG2)"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
mips_98
mips_99
at_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_At3g60130 mips_01_05_01_01_01 "beta-glucosidase-like protein"
mips_01_20_01
mips_01_20_01_07
mips_02_01
at_At3g60140 mips_01_05_01 "beta-glucosidase"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At3g61490 - mips_01_20_99 "putative protein"
at_At3g62170 mips_01_05_01 "PECTINESTERASE-like protein"
mips_01_05_01_01
mips_01_05_99
mips_30_01
mips_40_01
at_At3g62740 mips_01_05_01_01_01 "beta-glucosidase-like protein"
mips_01_05_01_01_02
at_At4g01890 mips_01_05_01 "putative polygalacturonidase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30_01
at_At4g02320 - mips_01_05_99 "pectinesterase - like protein"
mips_01_20_01
mips_30_01
mips_40_01
at_At4g02330 - mips_01_05_99 "putative protein"
mips_40_01
at_At1g12240 mips_01_05_01_01_01 "beta-fructosidase like protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_40_27
at_At4g17180 mips_01_04 "putative protein"
mips_01_04_01
mips_01_05
mips_01_05_01
mips_11
mips_11_05
mips_11_05_03
mips_30
mips_30_01
at_At4g18180 mips_01_05_01_01_01 "polygalacturonase-like protein"
mips_30_01
at_At4g18340 - mips_01_04_01 "beta-1,3-glucanase-like protein"
at_At4g23500 mips_01_05_01_01_01 "putative protein"
mips_01_20_99
at_At4g26140 mips_01_05_01_01_01 "putative beta-galactosidase"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At4g27830 mips_01_05_01_01_02 "beta-glucosidase like protein"
mips_11_05_03
at_At4g35010 mips_01_05_01_01_01 "beta-galactosidase - like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At4g36360 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At5g09760 - mips_01_05_99 "pectin methylesterase - like protein"
mips_01_20_01
mips_40_01
at_At5g15110 mips_01_05_01_01_01 "pectate lyase -like protein"
at_At5g18220 - mips_01_04_01 "beta-1,3-glucanase - like predicted GPI-anchored protein"
at_At5g18990 - mips_01_05_99 "pectin methyl esterase -like protein"
mips_01_20_01
mips_40_01
at_At5g19730 - mips_01_05_99 "pectin methylesterase-like protein"
mips_40_01
at_At5g20330 - mips_11_05_03 "beta-1,3-glucanase bg4"
mips_25_03
mips_30_01
at_At5g24550 mips_01_05_01_01_02 "beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At5g26000 - mips_01_20_01 "myrosinase precursor"
mips_01_20_01_07
mips_11_05_03
at_At5g26810 - mips_01_05_99 "putative protein"
mips_01_20_01
mips_30_01
mips_40_01
at_At5g27870 - mips_01_05_99 "pectin methyl-esterase - like protein"
mips_40_01
at_At5g41870 mips_01_05_01 "polygalacturonase-like protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_99
at_At5g42100 - mips_01_04_01 "beta-1,3-glucanase - like predicted GPI-anchored protein"
mips_11_05_03
at_At5g42720 - mips_01_04 "beta-1,3-glucanase-like protein"
mips_01_04_01
mips_11_05_03
at_At5g44640 mips_01_05_01_01_02 "beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At5g44830 mips_01_05_01_01 "polygalacturonase-like protein"
mips_01_05_01_01_01
at_At5g44840 mips_01_05_01_01_01 "polygalacturonase"
at_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_At5g56870 mips_01_05_01_01_01 "beta-galactosidase (emb|CAB64740.1)"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At5g58090 - mips_01_04 "predicted GPI-anchored protein"
mips_01_04_01
mips_11_05_03
mips_30_01
at_At5g63180 mips_01_05_01_01_01 "pectate lyase"
at_At5g63800 mips_01_05_01 "beta-galactosidase like protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At5g63810 mips_01_05_01_01_01 "beta-galactosidase (emb|CAB64746.1)"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At5g64640 - mips_01_05_99 "pectin methylesterase-like protein"
mips_40_01
at_At5g04960 mips_01_05_01_01 "pectinesterase"
mips_01_05_99
mips_01_20_01
mips_40_01
at_At5g07410 - mips_01_05_99 "pectin methyl-esterase-like protein"
mips_01_20_01
mips_40_01
at_At5g07430 - mips_01_05_99 "pectin methyl-esterase-like protein"
mips_30_01
mips_40_01
at_At1g53830 - mips_01_05_99 "putative protein"
mips_40_01
at_At5g08380 mips_01_05_01_01_02 "alpha-galactosidase - like protein"
mips_01_05_01_03_02
mips_06_13_04
mips_06_13_04_01
mips_40_25
at_At5g47500 - mips_01_05_99 "pectin methylesterase-like"
mips_30_01
mips_40_01
at_At5g54570 - mips_01_20_01 "beta-glucosidase"
mips_01_20_01_07
Training Accuracy: 81/120 (67.50%)
Training Frequency class 'mips_01_05_01': 466/4529 (10.29%)
Evaluation on validation data (2278 items):
at_At1g31740 mips_01_05_01 "putative protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At1g47600 mips_01_05_01_01_02 "hypothetical protein"
mips_01_20_01
mips_01_20_01_07
at_At1g53070 - mips_10_01 "protein kinase, putative"
mips_10_01_01
mips_10_05
at_At1g60260 mips_01_05_01 "putative beta-glucosidase"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
mips_40_02
at_At1g60270 - mips_01_20_01 ""
mips_01_20_01_07
at_At1g05660 mips_01_05_01 "putative polygalacturonase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30_01
at_At1g78400 mips_01_05_01_01_01 "similar to exopolygalacturonase precursor sp|Q00293|PGLX_ASPTU"
mips_30_01
at_At1g80170 mips_01_05_01_01_01 "putative polygalacturonase"
at_At1g66250 - mips_01_04_01 "beta-1,3-glucanase precursor, putative"
at_At1g11370 - mips_01_05_99 "similar to flower-specific pectin methylesterase precursor gi|3342904; similar to ESTs gb|H36111, gb|T76576, gb|AI099976, gb|T42118"
mips_30_01
mips_40_01
at_At1g11580 mips_01_05_01_01 "unknown protein"
mips_01_05_99
mips_40_01
at_At2g15460 mips_01_05_01_01_01 "putative polygalacturonase"
mips_30_01
at_At2g25630 mips_01_05_01 "putative beta-glucosidase"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
at_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_At2g28470 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At2g33160 mips_01 "putative polygalacturonase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_30
mips_30_01
mips_99
at_At2g39640 - mips_01_04_01 "putative beta-1,3-glucanase, predicted GPI-anchored protein"
at_At2g40310 mips_01_05_01_01_01 "putative polygalacturonase"
at_At2g41850 mips_01_05 "polygalacturonase like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_30
mips_30_01
at_At2g43050 - mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_30_01
mips_40_01
at_At2g43860 mips_01_05_01 "putative polygalacturonase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30_01
at_At2g43870 mips_01_05_01 "putative polygalacturonase"
mips_01_05_01_01
mips_01_05_01_01_01
at_At2g43890 mips_01_05_01_01_01 "putative polygalacturonase"
at_At2g01630 - mips_01_04_01 "beta-1,3-glucanase like protein"
at_At3g52600 mips_01_05_01_03 "beta-fructofuranosidase"
mips_01_05_01_03_02
mips_40_27
at_At3g61810 mips_01 "putative protein"
mips_01_04_01
mips_01_05
mips_01_05_01
mips_11
mips_11_05
mips_11_05_03
mips_98
mips_99
at_At3g62110 mips_01_05_01_01_01 "unknown protein"
mips_01_20_99
at_At3g14040 mips_01_05_01_01_01 "putative polygalacturonase"
at_At3g27980 mips_01_05 "pectin methylesterase, putative"
mips_01_05_01_01
mips_01_05_99
mips_01_20_01
mips_30
mips_40_01
at_At3g47400 mips_01_05_01 "pectinesterase-like protein"
mips_01_05_01_01
mips_01_05_99
mips_30_01
mips_40_01
at_At4g03930 - mips_01_05_99 "putative pectinesterase"
mips_40_01
at_At4g15980 - mips_01_05_99 "pectinesterase like protein"
mips_30_01
mips_40_01
at_At4g22100 - mips_01_20_01 "glucosidase like protein"
mips_01_20_01_07
at_At4g23820 mips_01_05_01 "putative polygalacturonase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_99
mips_30_01
at_At4g24350 - mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_03
mips_01_03_01
mips_65
at_At4g27820 mips_01_05_01_01_02 "putative beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At4g31140 - mips_01_04_01 "1,3-beta-glucanase - like predicted GPI-anchored protein"
mips_11_05_03
at_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_At4g33440 mips_01_05 "putative protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_99
mips_30
mips_30_01
at_At4g38800 - mips_01_01_01_01 "putative protein"
mips_01_01_01_01_02
mips_01_03_01
mips_65
at_At5g04310 mips_01_05_01_01_01 "pectate lyase-like protein"
mips_30_01
at_At5g08370 mips_01_05_01_01_02 "alpha-galactosidase - like protein"
mips_01_05_01_03_02
mips_06_13_04
mips_06_13_04_01
mips_40_25
at_At5g09280 mips_01_05_01_01_01 "major pollen allergen-like protein"
at_At5g14650 mips_01_05_01_01 "polygalacturonase - like protein"
mips_01_05_01_01_01
at_At5g20390 mips_01 "beta-1,3-glucanase-like protein"
mips_01_05
mips_01_05_01_01
mips_11_05
mips_11_05_03
mips_25_03
mips_30
mips_98
at_At5g20710 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At5g25980 - mips_01_20_01 "myrosinase TGG2"
mips_01_20_01_07
at_At5g36890 mips_01_05_01_01_01 "beta-glucosidase -like protein"
mips_01_05_01_01_02
mips_02_01
at_At5g49180 - mips_01_05_99 "pectin methylesterase"
mips_40_01
at_At5g55720 mips_01_05_01_01_01 "pectate lyase"
mips_30_01
at_At5g56590 mips_01_04 "beta-1,3-glucanase-like protein"
mips_01_04_01
mips_01_05_01
mips_30_01
at_At5g58480 - mips_01_04_01 "beta 1-3 glucanase - like predicted GPI-anchored protein"
at_At5g67460 - mips_01_04_01 "putative protein"
Validation Accuracy: 35/54 (64.81%)
Validation Frequency class 'mips_01_05_01': 204/2278 (8.96%)
Evaluation on propertest data (3835 items):
at_At1g02850 - mips_01_20_01 "Similar to beta-glucosidases (At1g02850)"
mips_01_20_01_07
at_At1g23200 - mips_01_05_99 "putative pectinesterase"
mips_40_01
at_At1g30080 mips_01 "beta-1,3-glucanase precursor, putative"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_11
mips_11_05
mips_11_05_03
mips_98
mips_99
at_At1g32860 mips_01_04 "hypothetical protein"
mips_01_04_01
mips_01_05_01
mips_01_05_01_01
mips_11_05
mips_11_05_03
at_At1g45130 - mips_01_20_01 "putative beta-galactosidase emb|CAB64741.1; similar to ESTs gb|N96096.1, gb|AW096565.1, gb|AI994624.1, gb|T42360.1, gb|AI100297.1"
mips_01_20_01_07
mips_40_01
mips_40_25
at_At1g51490 mips_01_05_01_01 "cyanogenic beta-glucosidase, putative"
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_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_At1g55120 mips_01_05_01_03 "beta-fructofuranosidase (AtFruct5)"
mips_01_05_01_03_02
at_At1g56710 mips_01_05_01 "polygalacturonase, putative"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30_01
at_At1g62660 mips_01_05_01_01_01 "putative beta-fructosidase (At1g62660)"
mips_01_05_01_03
mips_01_05_01_03_02
mips_40_27
at_At1g05310 - mips_01_05_99 "putative pectin methylesterase"
mips_01_20_01
mips_40_01
at_At1g64760 - mips_01_04_01 "hypothetical protein"
at_At1g66270 - mips_01_20_01 "beta-glucosidase"
mips_01_20_01_07
at_At1g66280 mips_01_05_01 "beta-glucosidase, putative"
mips_01_05_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At1g77410 mips_01_05_01_01_01 ""
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At1g77780 mips_01_05 "endo-1,3-beta-glucanase - like predicted GPI-anchored protein"
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
at_At1g80140 mips_01_05_01_01_01 ""
at_At1g09010 mips_01_05_01_01_01 "putative Bos beta-mannosidase"
mips_06_07_02
mips_06_07_02_02
mips_25_05_10
mips_25_05_13
mips_25_05_17
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
mips_40_25
at_At1g14420 mips_01_05_01_01 "hypothetical protein"
at_At1g11830 - mips_01_04 "putative beta-1,3-glucanase, predicted GPI-anchored protein"
mips_01_04_01
mips_30_01
at_At2g05790 mips_01_04 "putative beta-1,3-glucanase"
mips_01_04_01
mips_01_05_01
mips_30_01
at_At2g26620 mips_01_05_01_01_01 "putative polygalacturonase"
at_At2g27500 - mips_01_04 "beta-1,3-glucanase like protein"
mips_01_04_01
mips_11_05_03
at_At2g43880 mips_01_05_01_01_01 "putative polygalacturonase"
at_At2g44470 mips_01_05_01_01_02 "putative beta-glucosidase"
at_At2g45220 mips_01_05 "pectinesterase like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_99
mips_30
mips_30_01
mips_40_01
at_At2g47030 - mips_01_05_99 "putative pectinesterase"
mips_30_01
mips_40_01
at_At2g47040 mips_01_05_01 "putative pectinesterase"
mips_01_05_01_01
mips_01_05_99
mips_30_01
mips_40_01
at_At2g36700 - mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At2g36710 - mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At3g03640 - mips_01_20_01 "beta-glucosidase"
mips_01_20_01_07
mips_11_05_03
at_At3g04010 - mips_01_04_01 "putative beta-1,3-glucanase"
at_At3g05610 mips_01_05_01 "putative pectinesterase"
mips_01_05_01_01
mips_01_05_99
mips_30_01
mips_40_01
at_At3g05620 - mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At3g06510 mips_01_05_01_01_01 "beta glucosidase like protein"
mips_01_05_01_01_02
mips_40_34
at_At3g07830 mips_01_05_01_01_01 "putative polygalacturonase"
at_At3g07970 mips_01_05_01_01_01 "putative polygalacturonase"
at_At3g10710 mips_01_05_01_01 "putative pectinesterase"
mips_01_05_99
mips_01_20_01
mips_40_01
at_At3g14310 - mips_01_05_99 "pectin methylesterase like protein"
mips_01_20_01
mips_30_01
mips_40_01
at_At3g15720 mips_01_05_01_01_01 "polygalacturonase - like predicted GPI-anchored protein"
at_At3g18070 mips_01_05_01_01_02 "beta-glucosidase, putative"
mips_01_20_01
mips_01_20_01_07
at_At3g24330 - mips_01_04_01 "beta-1,3-glucanase, putative"
at_At3g26380 mips_01_05 "unknown protein"
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_05_01_03
mips_01_05_01_03_02
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_30
mips_40_25
at_At3g42160 - mips_01_05_99 "putative protein"
mips_01_20_01
mips_40_01
at_At3g43270 - mips_01_05_99 "pectinesterase like protein"
mips_01_20_01
mips_40_01
at_At3g46570 mips_01_05_01 "glucosidase-like protein"
mips_01_05_01_01
mips_11_05
mips_11_05_03
at_At3g52840 mips_01 "beta-galactosidase precursor - like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_30
mips_30_01
mips_40
mips_40_01
mips_40_25
at_At3g55140 mips_01_05_01_01_01 "pectate lyase -like protein"
at_At3g57790 mips_01_05_01_01_01 "putative protein"
mips_30_01
at_At3g59850 mips_01_05 "polygalacturonase-like protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30
at_At3g60120 mips_01_05_01_01_02 "beta-glucosidase-like protein"
mips_01_20_01
mips_01_20_01_07
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_At3g62750 mips_01_05 "beta-glucosidase-like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_01_02
mips_40_02
at_At3g01270 mips_01_05_01 "putative pectate lyase"
mips_01_05_01_01
mips_01_05_01_01_01
mips_30_01
at_At3g17060 - mips_01_05_99 "pectinesterase, putative"
mips_40_01
at_At3g23770 mips_01 "beta-1,3-glucanase, putative"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At3g24130 - mips_01_05_99 "pectinesterase, putative"
mips_01_20_01
mips_30_01
mips_40_01
at_At3g56310 mips_01_05 "alpha-galactosidase-like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_05_01_03
mips_01_05_01_03_02
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_30
mips_30_01
mips_40_25
at_At4g13210 mips_01_05_01_01_01 "pectate lyase like protein"
at_At4g13710 mips_01_05 "putative pectate lyase A11"
mips_01_05_01_01
mips_30
at_At4g13760 mips_01_05 "putative polygalacturonase"
mips_01_05_01_01
mips_30
at_At4g14080 mips_01 "A6 anther-specific protein"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At4g21760 mips_01_05 "beta-glucosidase -like protein"
mips_01_05_01
mips_01_05_01_01
mips_11
mips_11_05
mips_11_05_03
at_At4g24340 - mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_03
mips_01_03_01
mips_65
at_At4g26830 mips_01 "putative beta-1,3-glucanase"
mips_01_04
mips_01_04_01
mips_01_05
mips_01_05_01
mips_30
mips_30_01
mips_98
mips_99
at_At4g29360 - mips_01_04_01 "beta-1,3-glucanase-like protein"
at_At4g32380 - mips_01_05_99 "putative protein"
at_At4g00190 - mips_01_05_99 "putative pectinesterase"
mips_40_01
at_At4g02300 - mips_01_05_99 "putative pectinesterase"
mips_01_20_01
mips_40_01
at_At5g07420 - mips_01_05_99 "pectin methyl-esterase-like protein"
mips_40_01
at_At5g11920 mips_01_05_01_01_01 "fructosidase like protein"
mips_01_05_01_03
mips_01_05_01_03_02
mips_40_27
at_At5g17200 mips_01_05_01_01 "polygalacturonase-like protein"
at_At5g17500 mips_01_05_01_01_01 "putative protein"
at_At5g24540 mips_01_05 "beta-glucosidase"
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20_01
mips_01_20_01_07
mips_11_05
mips_11_05_03
at_At5g28510 mips_01_05 "thioglucosidase (myrosinase) - like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_02
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_11
mips_11_05
mips_11_05_03
at_At5g39910 mips_01_05_01_01_01 "polygalacturonase-like protein"
at_At5g42260 mips_01_05_01_01_02 "beta-glucosidase"
mips_01_20_01
mips_01_20_01_07
mips_11_05_03
at_At5g48900 mips_01_05_01_01_01 "pectate lyase"
at_At5g51500 - mips_01_05_99 "pectinesterase"
mips_30_01
mips_40_01
at_At5g53370 mips_01_05 "pectinesterase"
mips_01_05_01_01
mips_01_05_99
mips_40_01
at_At5g63080 - mips_63_17 "unknown protein"
mips_63_17_09
at_At5g64790 - mips_01_04_01 "beta-1,3-glucanase"
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_At5g20870 - mips_01_04_01 "beta-1,3-glucanase - like protein"
mips_01_05
at_At5g55180 - mips_01_04_01 "beta-1,3-glucanase-like protein"
at_At5g61680 - mips_01_05_99 "pectin methyl-esterase - like protein"
mips_40_01
Propertest Accuracy: 54/86 (62.79%)
Propertest Frequency class 'mips_01_05_01': 360/3835 (9.39%)
New (unknown) data (2278 items):
at_At1g02790 - no entry null
at_At1g02810 - no entry null
at_At1g53060 - no entry null
at_At1g72990 - mips_40_01 "unknown protein (At1g72990)"
mips_40_25
at_At3g17150 - no entry null
at_At3g09190 - no entry null
at_At3g27400 - no entry null
at_At3g49170 - no entry null
at_At4g16810 - no entry null
at_At4g22080 - no entry null
at_At4g29270 - mips_65 "acid phosphatase-like protein"
at_At4g36350 - mips_01_04 "purple acid phosphatase like protein"
mips_06_07
mips_08
at_At5g01090 - no entry null
at_At5g20340 - no entry null
at_At5g20560 - no entry null
at_At5g24770 - mips_65 "vegetative storage protein Vsp2"
at_At5g48140 - no entry null
at_At1g19720 - no entry null
at_At5g67540 - no entry null
at_At1g04040 - mips_65 "unknown protein"
at_At1g07460 - no entry null
at_At2g38600 - mips_65 "putative acid phosphatase"
at_At2g01880 - mips_40_25 "putative purple acid phosphatase"
at_At2g03450 - mips_01_04 "putative purple acid phosphatase"
at_At3g52780 - no entry null
at_At3g54080 - no entry null
at_At3g16410 - no entry null
at_At3g20500 - no entry null
at_At3g26140 - no entry null
at_At3g30540 - no entry null
at_At3g22640 - mips_65 "unknown protein"
at_At4g25150 - mips_65 "acid phosphatase - like protein"
at_At4g29260 - mips_65 "acid phosphatase-like protein"
at_At4g35670 - no entry null
at_At5g03350 - no entry null
at_At5g27530 - no entry null
at_At5g44020 - mips_65 "vegetative storage protein-like"
at_At5g51260 - mips_65 "acid phosphatase"
at_At5g61250 - no entry null
at_At1g47340 - no entry null
at_At1g52940 - no entry null
at_At1g53080 - no entry null
at_At1g56360 - no entry null
at_At1g62110 - no entry null
at_At1g67750 - no entry null
at_At1g77790 - no entry null
at_At1g11360 - no entry null
at_At2g33070 - no entry null
at_At3g57270 - no entry null
at_At3g57510 - no entry null
at_At3g09540 - no entry null
at_At3g16530 - no entry null
at_At4g33840 - mips_40_01 "putative protein"
at_At4g36700 - mips_65 "globulin-like protein"
at_At4g16260 - no entry null
at_At5g16580 - no entry null
at_At5g24780 - mips_65 "vegetative storage protein Vsp1"
mips_98
at_At5g63140 - no entry null
------------------
Rule 2995
eval(_1,_2,0.0-9.0e-25),classification(_2,carnivora) = 0
eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,glycoprotein),desc(_2,hypothetical) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,smart) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,betaproteobacteria),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,escherichia) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,bos) = 0
-> class mips_40_04_03 "actin cytoskeleton"
Evaluation on training data (4529 items):
at_At1g07000 mips_06_04 "putative protein"
mips_08
mips_08_16
mips_13_03
mips_13_03_01
mips_40_04
mips_40_04_03
at_At2g39380 mips_08_16 "hypothetical protein"
mips_40_04_03
at_At3g09520 mips_08_16 "hypothetical protein"
mips_13_03
mips_13_03_01
mips_40_04_03
at_At3g09530 mips_08_16 "hypothetical protein"
mips_13_03
mips_13_03_01
mips_40_04
mips_40_04_03
at_At3g14090 mips_04_05_01 "unknown protein"
mips_04_05_01_04
mips_06_04
mips_08_16
mips_13
mips_13_03
mips_13_03_01
mips_40_04
mips_40_04_03
at_At3g29400 mips_04 "hypothetical protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_04
mips_08
mips_08_16
mips_10
mips_13
mips_13_03
mips_13_03_01
mips_40_03
mips_40_04
mips_40_04_03
at_At4g31540 mips_08_16 "putative protein"
mips_13_03
mips_13_03_01
mips_40_04_03
at_At5g13990 mips_06_04 "leucine zipper protein-like"
mips_08_16
mips_13
mips_40_04
mips_40_04_03
at_At5g52350 mips_08_16 "putative protein"
mips_13_03
mips_13_03_01
mips_40_04_03
at_At5g58430 mips_08_16 "leucine zipper-containing protein"
mips_13_03
mips_13_03_01
mips_40_04_03
at_At5g59730 mips_08_16 "unknown protein"
mips_40_04_03
Training Accuracy: 11/11 (100.00%)
Training Frequency class 'mips_40_04_03': 62/4529 (1.37%)
Evaluation on validation data (2278 items):
at_At1g54090 mips_08_16 "hypothetical protein"
mips_13
mips_13_03
mips_13_03_01
mips_40_04
mips_40_04_03
at_At2g28640 mips_04 "unknown protein"
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_04
mips_08_16
mips_10
mips_13
mips_13_03
mips_13_03_01
mips_40_03
mips_40_04
mips_40_04_03
at_At4g24230 - mips_62_02_01_02 "putative protein"
mips_63_09
at_At5g05010 - mips_10 "coatomer delta subunit (delta-coat protein) (delta-COP)"
mips_13_03
mips_13_03_01
mips_40_08
mips_40_09
at_At5g50380 mips_08_16 "putative protein"
mips_13_03
mips_13_03_01
mips_40_04_03
at_At5g52340 mips_08_16 "putative protein"
mips_13_03
mips_13_03_01
mips_40_04_03
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'mips_40_04_03': 20/2278 (0.88%)
Evaluation on propertest data (3835 items):
at_At1g21660 - mips_13_03_01 "auxilin-like protein"
mips_67_01
at_At1g51640 mips_08_16 "hypothetical protein"
mips_13_03
mips_13_03_01
mips_40_04_03
at_At2g18540 - mips_13_07 "putative vicilin storage protein (globulin-like)"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_27
mips_63_06
mips_63_07
mips_65
at_At2g28650 mips_08_16 "hypothetical protein"
mips_40_04_03
at_At3g55150 mips_08_16 "unknown protein"
mips_40_04_03
at_At5g61010 mips_08_16 "putative protein"
mips_13_03
mips_13_03_01
mips_40_04_03
at_At5g63080 - mips_63_17 "unknown protein"
mips_63_17_09
at_At5g03540 mips_08_16 "putative protein"
mips_13_03_01
mips_40_04_03
Propertest Accuracy: 5/8 (62.50%)
Propertest Frequency class 'mips_40_04_03': 50/3835 (1.30%)
New (unknown) data (2278 items):
at_At3g58620 - no entry null
at_At3g22640 - mips_65 "unknown protein"
at_At4g17840 - no entry null
at_At4g31740 - mips_08_07 "putative protein"
mips_40_08
mips_40_09
at_At4g36700 - mips_65 "globulin-like protein"
------------------
Rule 3381
eval(_1,_2,4.0e-3-0.1),classification(_2,lentivirus) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,protacanthopterygii) = 0
eval(_1,_2,8.0e-10-2.0e-5),desc(_2,chromosome) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,chironomoidea) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,hystricognathi) = 1
eval(_1,_2,4.0e-3-0.1),db_ref(_2,transfac),desc(_2,region) = 0
eval(_1,_2,4.0e-3-0.1),keyword(_2,multigene_family),desc(_2,kinase) = 0
eval(_1,_2,4.0e-3-0.1),keyword(_2,polymorphism),db_ref(_2,tigrfams) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,aspergillus),db_ref(_2,smart) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,hordeum),desc(_2,precursor) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,percomorpha),db_ref(_2,smart) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,trypanosoma),keyword(_2,repeat) = 0
eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,485.0-667.0),classification(_2,synechocystis) = 0
eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,15.0-349.0),desc(_2,transcription) = 0
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,d__3d_structure),desc(_2,alpha) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,metazoa),db_ref(_2,smart) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,schizosaccharomyces),desc(_2,subunit) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,pezizomycotina),desc(_2,precursor) = 0
eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,1574.0-38820.0),classification(_2,mammalia) = 1
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,nuclear_protein),db_ref(_2,mgd) = 1
eval(_1,_2,9.0e-25-8.0e-10),species(_2,dictyostelium_discoideum__slime_mold_),desc(_2,chain) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,gastropoda),db_ref(_2,smart) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,cetartiodactyla),desc(_2,precursor) = 1
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),classification(_2,arabidopsis) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,schizosaccharomyces) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,alveolata),keyword(_2,glycoprotein) = 0
-> class mips_40_04_03 "actin cytoskeleton"
Evaluation on training data (4529 items):
at_At1g02970 mips_03_03 "hypothetical protein"
mips_03_03_01
mips_04_09
mips_30_04
mips_40_04
mips_40_04_03
at_At1g32320 mips_03 "MAP kinase, putative"
mips_03_03
mips_03_03_01
mips_04_09
mips_13
mips_13_11
mips_25_05
mips_30
mips_40_04
mips_40_04_03
mips_63_19
at_At1g54510 mips_01_04 "hypothetical protein"
mips_04_09
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_30_04
mips_30_04_05
mips_40_04_03
at_At1g66750 mips_01_04 "hypothetical protein"
mips_03_01
mips_03_01_03
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_01_01_09
mips_03_03_04
mips_03_03_04_07
mips_04_09
mips_06_07
mips_06_07_03
mips_25_05_25
mips_30_04
mips_40_02
mips_40_04
mips_40_04_03
at_At1g73670 - mips_10_01_05 "putative MAP kinase (At1g73670)"
mips_10_01_05_01
mips_10_01_05_01_03
mips_13_05
mips_14_04_03_01
mips_30_04_05
at_At1g78290 mips_03_03_01_02 "protein kinase 1 like protein"
mips_03_03_01_03
mips_04_09
mips_10_01_05_01
mips_10_01_05_01_03
mips_40_04_03
mips_62_01_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g08650 mips_04 "putative calcium-dependent protein kinase (U90439)"
mips_04_09
mips_06
mips_10
mips_10_01_01
mips_14_04
mips_14_04_03_01
mips_25_05
mips_30_04_05
mips_40_04
mips_40_04_03
mips_63_19
at_At2g32850 mips_04_09 "serine/threonine protein kinase like protein"
mips_06_07_03
mips_13_07
mips_25_05_25
mips_40_04_03
at_At2g37840 mips_01_04 "putative protein kinase"
mips_04_09
mips_06_07
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_01
mips_25
mips_25_05
mips_25_05_25
mips_30
mips_30_04
mips_30_04_05
mips_40_02
mips_40_03
mips_40_04
mips_40_04_03
mips_63_19
at_At2g38490 mips_01_04 "putative protein kinase"
mips_03
mips_03_03
mips_03_03_01
mips_04_09
mips_05
mips_05_04
mips_06_07
mips_10_01
mips_10_01_01
mips_25
mips_25_05
mips_25_05_25
mips_30
mips_30_04
mips_40_02
mips_40_04
mips_40_04_03
at_At2g40500 mips_04_09 "putative protein kinase"
mips_14_04_03_01
mips_30_04_05
mips_40_04_03
at_At2g40560 mips_01_04 "putative protein kinase"
mips_04_09
mips_14_10
mips_14_10_02
mips_25_05_25
mips_30_04
mips_40_04_03
at_At2g41920 mips_04_09 "putative protein kinase"
mips_14_10
mips_14_10_02
mips_25_05_25
mips_40_04_03
at_At2g41930 mips_04 "putative protein kinase"
mips_04_09
mips_06
mips_25_05
mips_30
mips_40_04
mips_40_04_03
at_At2g45490 mips_04_09 "putative protein kinase"
mips_14_04_03_01
mips_30_04_05
mips_40_04
mips_40_04_03
at_At1g10940 mips_01_04 "Ser/Thr kinase"
mips_04_09
mips_06_07
mips_13_03
mips_13_03_01
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_30_04
mips_30_04_05
mips_40_02
mips_40_04
mips_40_04_03
at_At3g12200 mips_04_09 "putative protein"
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_30_04_05
mips_40_04_03
at_At3g20830 mips_04_09 "unknown protein"
mips_40_04_03
at_At3g21220 mips_03_03_01_02 "MAP kinase kinase 5"
mips_03_03_01_03
mips_04_09
mips_10_01_05_01
mips_10_01_05_01_03
mips_40_04_03
mips_62_01
mips_62_01_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At3g22750 mips_01_04 "putative protein kinase"
mips_04_09
mips_25_05_25
mips_30_04
mips_40_04_03
at_At3g44610 mips_01_04 "protein kinase-like protein"
mips_04_09
mips_25_05_25
mips_30_04
mips_40_04_03
at_At3g44850 mips_01 "putative protein"
mips_01_04
mips_04
mips_04_09
mips_06
mips_06_07
mips_10
mips_10_01
mips_10_01_01
mips_25
mips_25_05
mips_25_05_25
mips_30
mips_30_04
mips_40
mips_40_02
mips_40_04
mips_40_04_03
mips_63
mips_63_19
mips_99
at_At3g46140 mips_01_04 "protein kinase - like"
mips_04_09
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_01_09
mips_10_01_09_03
mips_25_05_25
mips_30_04
mips_40_04_03
at_At3g50500 mips_04_09 "protein kinase SPK-2"
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_30_04_05
mips_40_04_03
at_At4g08500 mips_13_11_03 "MEKK1/MAP kinase kinase kinase"
mips_13_11_03_13
mips_40_04_03
at_At4g08800 mips_04_09 "casein kinase I like protein"
mips_14_10
mips_14_10_02
mips_25_05_25
mips_40_04_03
at_At4g14580 - mips_01_04 "CBL-interacting protein kinase 4 (CIPK4)"
mips_14_04_03
mips_14_04_03_01
mips_30_04
mips_30_04_05
at_At4g24400 mips_04_09 "serine/threonine kinase-like protein"
mips_25_05_10
mips_25_05_17
mips_25_05_25
mips_37
mips_37_03
mips_37_03_17
mips_40_04_03
at_At4g28540 mips_01 "protein kinase ADK1-like protein"
mips_01_04
mips_03
mips_03_03
mips_03_03_01
mips_04
mips_04_09
mips_06
mips_06_07
mips_10
mips_10_01
mips_10_01_01
mips_14
mips_14_10
mips_14_10_02
mips_25
mips_25_05
mips_25_05_25
mips_30
mips_30_04
mips_40
mips_40_02
mips_40_04
mips_40_04_03
mips_63
mips_63_17
mips_63_17_01
mips_63_19
at_At4g28860 mips_04_09 "protein kinase - like protein"
mips_14_04_03_01
mips_30_04_05
mips_40_04_03
at_At4g32250 mips_04_09 "putative protein"
mips_25_05_25
mips_40_04_03
at_At5g19010 - mips_03_03 "MAP kinase -like protein"
mips_03_03_01
mips_13_05
mips_13_11
mips_14_04_03_01
mips_14_04_03_03
mips_30_04_05
at_At5g35410 mips_04_09 "serine/threonine protein kinase SOS2 (gb|AAF62923.1)"
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_30_04_05
mips_40_04_03
at_At5g45430 - mips_03_03_01_01_09 "serine/threonine-protein kinase Mak (male germ cell-associated kinase)-like protein"
mips_03_03_04
mips_03_03_04_07
mips_06_07_03
mips_14_04_03
mips_14_04_03_01
mips_30_04_05
at_At5g55560 mips_04_09 "putative protein"
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_01
mips_25_05
mips_30
mips_30_04
mips_30_04_05
mips_40_04
mips_40_04_03
mips_63_19
at_At5g58940 - mips_10 "receptor-like protein kinase precursor - like"
mips_10_01
mips_10_01_01
at_At5g08160 mips_04_09 "serine/threonine protein kinase"
mips_14_04_03
mips_14_04_03_01
mips_30_04_05
mips_40_04_03
at_At5g66880 - mips_01 "protein kinase, 41K (EC 2.7.1.-) (pir||S71172)"
mips_03
mips_03_03
mips_03_03_01
mips_03_03_01_02
mips_03_03_01_03
mips_06
mips_06_07
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_03
mips_11
mips_11_01
mips_13
mips_13_11
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_01
mips_30
mips_30_04
mips_30_04_05
mips_40
mips_40_10
mips_62
mips_62_01
mips_62_01_01
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_62_02_01_02
mips_62_02_01_02_05
mips_63_19
mips_98
at_At5g67080 mips_03_03 "protein kinase-like protein"
mips_03_03_01
mips_04_09
mips_05
mips_06_07
mips_14_10
mips_14_10_02
mips_30_04
mips_40_02
mips_40_04
mips_40_04_03
Training Accuracy: 33/39 (84.62%)
Training Frequency class 'mips_40_04_03': 62/4529 (1.37%)
Evaluation on validation data (2278 items):
at_At1g01450 - mips_01_04 "hypothetical protein"
mips_06_07
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_14_10
mips_14_10_02
at_At1g03920 - mips_03_03_01_01 "putative protein kinase"
mips_03_03_04
mips_03_03_04_07
at_At1g68830 - mips_01_04 "putative protein kinase"
mips_03
mips_03_03
mips_03_03_01
mips_03_03_01_02
mips_03_03_01_03
mips_06_07
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_03
mips_11
mips_11_01
mips_13
mips_13_11
mips_40_03
mips_62
mips_62_01
mips_62_01_01
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63_19
at_At1g73690 - mips_03_03_01_01 "cell division protein kinase"
mips_03_03_01_01_09
mips_03_03_04
mips_03_03_04_07
mips_06_07_03
at_At2g25760 mips_04_09 "putative casein kinase I"
mips_40_04_03
at_At2g25880 mips_04_09 "putative protein kinase"
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_30_04_05
mips_40_04_03
at_At2g26980 mips_04_09 "CBL-interacting protein kinase 3 (CIPK3)"
mips_40_04_03
at_At2g30980 - mips_14_01 "putative shaggy-like protein kinase dzeta"
mips_14_01_03
mips_25_03
mips_25_05_07
mips_30_04
at_At2g40580 - mips_01_04 "putative protein kinase"
mips_03_03_01_02
mips_03_03_01_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_03
mips_14_10
mips_14_10_02
mips_62
mips_62_01
mips_62_01_01
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g01450 - mips_10_01_05_01 "putative MAP kinase"
mips_10_01_05_01_03
mips_13_03
mips_13_03_01
mips_13_05
at_At3g24720 mips_01 "protein kinase, putative"
mips_01_04
mips_04
mips_04_09
mips_06
mips_06_07
mips_10
mips_25
mips_25_05
mips_25_05_13
mips_25_05_25
mips_30
mips_30_04
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_40_03
mips_40_04
mips_40_04_03
mips_98
at_At3g08730 - mips_63_17_01 "putative ribosomal-protein S6 kinase (ATPK6)"
at_At4g13000 - mips_01_02 "putative protein"
mips_01_02_01
mips_01_02_01_07
mips_01_04
mips_06_07
mips_11_01
mips_13_11
mips_14_10
mips_14_10_02
at_At4g26070 mips_01_02_01 "MEK1"
mips_01_02_01_07
mips_04_09
mips_40_04_03
at_At4g28980 mips_01 "Cdk-activating kinase 1At (cak1At)"
mips_01_04
mips_03
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_04
mips_04_09
mips_06
mips_06_07
mips_10
mips_10_01
mips_10_01_01
mips_25
mips_25_05
mips_25_05_25
mips_30
mips_30_04
mips_40_02
mips_40_04
mips_40_04_03
mips_63
mips_63_19
at_At5g09890 - mips_01_04 "protein kinase"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_10_05
mips_14_01
mips_25_05_09
at_At5g43320 - mips_03_01_05_01 "casein kinase I"
mips_20_11
mips_62_01
mips_62_01_01
at_At5g44100 - mips_01_04 "casein kinase I"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_01_09
mips_10_01_09_03
at_At5g45810 - mips_14_10 "CBL-interacting protein kinase 19 (CIPK19)"
mips_14_10_02
at_At5g50180 - mips_01_04 "protein kinase ATN1-like protein"
mips_06_07
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_05
mips_20
at_At5g56580 - mips_01_02 "protein kinase MEK1 homolog"
mips_01_02_01
mips_01_02_01_07
mips_01_04
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_04
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_14_01
mips_14_01_05
mips_14_01_05_01
mips_14_01_99
mips_14_04_07
mips_14_10
mips_14_10_02
mips_33
mips_33_03
mips_33_03_09
mips_33_03_09_01
mips_35
mips_35_03
mips_35_03_05
mips_35_03_05_09
mips_43
mips_43_03
mips_43_03_09
mips_43_03_09_01
mips_45
mips_45_03
mips_45_03_05
mips_45_03_05_09
at_At5g58140 - mips_14_01_03 "non phototropic hypocotyl 1-like (NPL1)"
mips_14_10
mips_14_10_02
at_At5g66850 mips_01_02 "MAP protein kinase like protein"
mips_01_02_01
mips_01_02_01_07
mips_04_09
mips_14_04_03
mips_14_04_03_01
mips_14_10
mips_14_10_02
mips_25_05_25
mips_30_04_05
mips_40_04_03
at_At5g01820 - mips_25_05_10 "putative protein"
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
at_At5g01920 - mips_03_03_03 "putative protein"
mips_06_07_03
mips_10_01_05_05
mips_10_01_05_05_01
mips_25_05_10
mips_25_05_17
Validation Accuracy: 7/25 (28.00%)
Validation Frequency class 'mips_40_04_03': 20/2278 (0.88%)
Evaluation on propertest data (3835 items):
at_At1g20930 - mips_01 "putative cell division control protein, cdc2 kinase"
mips_01_04
mips_03
mips_03_01
mips_03_01_03
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_01_01_09
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_03
mips_40
mips_40_03
mips_40_10
mips_63
mips_63_19
at_At1g48490 - mips_14_01_03 "transcription factor IRE"
mips_25_05_10
mips_25_05_17
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
at_At1g51660 mips_04 "putative protein"
mips_04_09
mips_06
mips_10
mips_25_05
mips_30
mips_40
mips_40_04
mips_40_04_03
mips_63_19
at_At1g73500 mips_03_03_01_02 "unknown protein"
mips_03_03_01_03
mips_04_09
mips_10_01_05_01
mips_10_01_05_01_03
mips_25_05_25
mips_40_04_03
mips_62_01
mips_62_01_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g16440 - mips_14_10 "putative protein kinase"
mips_14_10_02
at_At1g50230 mips_04_09 "hypothetical protein"
mips_14_04_03_01
mips_30_04_05
mips_40_04_03
at_At2g23030 mips_04_09 "putative protein kinase"
mips_14_04_03_01
mips_30_04_05
mips_40_04_03
at_At2g23070 - mips_03_03_01_01 "putative casein kinase II catalytic (alpha) subunit"
mips_03_03_01_01_09
mips_03_03_01_03
mips_03_03_04
mips_03_03_04_07
mips_06_07_03
mips_13_11
at_At2g23080 mips_03_03_01_01 "putative casein kinase II catalytic (alpha) subunit"
mips_03_03_01_01_09
mips_03_03_04
mips_03_03_04_07
mips_04_09
mips_06_07_03
mips_25_05_25
mips_40_04_03
at_At2g30040 - mips_14_10 "putative protein kinase"
mips_14_10_02
at_At2g34290 mips_04_09 "putative protein kinase"
mips_25_05_25
mips_40_04_03
at_At2g34650 - mips_01_02 "putative protein kinase"
mips_01_02_01
mips_01_02_01_07
mips_01_04
mips_14_10
mips_14_10_02
at_At2g40090 - mips_06_07_03 "ABC transporter like protein"
mips_10_01_05_01
mips_10_01_05_01_99
mips_62_01
mips_62_01_01
mips_63_99
at_At2g48010 - mips_33_03_13 "protein kinase like protein"
mips_35_03_17
at_At2g38620 - mips_03_01 "putative cell division control protein kinase"
mips_03_01_03
mips_03_03_01
mips_03_03_01_01_09
mips_03_03_04
mips_03_03_04_07
mips_06_07_03
at_At3g06230 mips_01_04 "putative MAP kinase"
mips_04_09
mips_25_05_25
mips_30_04
mips_40_04_03
at_At3g17510 - mips_14_04_03_01 "CBL-interacting protein kinase 1 (CIPK1)"
mips_30_04_05
at_At3g17750 - mips_03_03_01 "protein kinase, putative"
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_06
mips_40_10
at_At3g27560 - mips_06_07_03 "putative protein kinase, ATN1"
mips_10_01_05_01
at_At3g27580 - mips_14_10 "serine/threonine-protein kinase, PK7"
mips_14_10_02
mips_63_17_01
at_At3g45240 mips_04_09 "putative protein kinase"
mips_40_04_03
at_At3g45670 - mips_01_04 "putative protein kinase"
mips_03_03_01_01
mips_03_03_01_01_11
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_01_09
mips_10_01_09_03
mips_40_04_05
at_At3g45790 mips_04_09 "putative protein"
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_01_09
mips_10_01_09_03
mips_14_10
mips_14_10_02
mips_25_05_25
mips_40_04_03
at_At3g50310 - mips_01_04 "protein kinase -like protein"
mips_14_10
mips_14_10_02
at_At3g63260 - mips_01_04 "ATMRK1"
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
at_At4g10730 - mips_10_01_09 "putative protein kinase"
mips_10_01_09_07
mips_14_04_03
mips_14_04_03_01
mips_30_04_05
at_At4g28880 - mips_01 "protein kinase like protein"
mips_01_04
mips_06
mips_06_07
mips_10
mips_25
mips_25_05
mips_25_05_10
mips_25_05_13
mips_25_05_17
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
mips_63
mips_63_19
at_At4g32660 - mips_03_03_01_01 "protein kinase (AME3)"
mips_03_03_01_01_09
mips_03_03_04
mips_03_03_04_07
mips_06_07_03
at_At4g32830 mips_04_09 "putative serine/threonine protein kinase"
mips_14_04_03
mips_14_04_03_01
mips_30_04_05
mips_40_04_03
at_At5g27790 - mips_01_04 "protein kinase - like protein"
mips_14_04_03
mips_14_04_03_01
mips_14_10
mips_14_10_02
mips_30_04
mips_30_04_05
at_At5g57630 mips_04_09 "CBL-interacting protein kinase 21 (CIPK21)"
mips_25_05_10
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
mips_40_04_03
at_At5g63650 mips_01_04 "serine/threonine-protein kinase"
mips_01_05_04
mips_04_09
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_30_04
mips_30_04_05
mips_40_04_03
at_At5g47750 - mips_01 "protein kinase (EC 2.7.1.37) 5 (pir||JN0505)"
mips_01_04
mips_04
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_07
mips_10
mips_10_01
mips_10_01_01
mips_10_01_99
mips_11
mips_11_01
mips_11_07
mips_11_07_07
mips_13
mips_13_11
mips_40_03
mips_40_10
mips_63
mips_63_19
Propertest Accuracy: 12/33 (36.36%)
Propertest Frequency class 'mips_40_04_03': 50/3835 (1.30%)
New (unknown) data (2278 items):
at_At1g66920 - no entry null
at_At3g23000 - no entry null
at_At2g32510 - mips_63_19 "putative protein kinase"
at_At3g20860 - no entry null
at_At4g18700 - no entry null
at_At4g23140 - no entry null
at_At4g30960 - no entry null
at_At5g11020 - no entry null
at_At5g25110 - mips_01_04 "serine/threonine protein kinase-like protein"
at_At5g27510 - no entry null
at_At5g01810 - no entry null
at_At2g11530 - no entry null
at_At2g25090 - no entry null
at_At3g25490 - no entry null
at_At4g26100 - mips_01_04 "Col-0 casein kinase I like protein"
at_At5g45820 - no entry null
at_At5g54590 - no entry null
at_At1g01140 - no entry null
at_At1g07150 - no entry null
at_At2g17520 - no entry null
at_At4g11890 - no entry null
at_At4g31390 - no entry null
at_At4g00960 - no entry null
at_At4g04700 - no entry null
at_At4g23300 - no entry null
at_At4g23320 - no entry null
------------------
Rule 3664
eval(_1,_2,4.0e-3-0.1),desc(_2,precursor) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
-> class mips_11_05_03 "defense related proteins"
Evaluation on training data (4529 items):
at_At1g52040 mips_11_05_03 "putative protein"
at_At1g52070 mips_11_05_03 ""
mips_47_03_11
mips_47_03_11_09
at_At1g52130 mips_11_05_03 ""
at_At1g61230 mips_11_05_03 ""
at_At3g16450 mips_11 "putative lectin"
mips_11_05
mips_11_05_03
at_At3g16440 mips_11_05_03 "putative lectin"
at_At5g35940 mips_11_05_03 "putative protein"
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'mips_11_05_03': 121/4529 (2.67%)
Evaluation on validation data (2278 items):
at_At1g51430 mips_11_05_03 "hypothetical protein"
at_At1g52120 mips_11 ""
mips_11_05
mips_11_05_03
at_At1g05760 mips_11 "disease resistance protein RTM1"
mips_11_05
mips_11_05_03
at_At2g39330 mips_11_05 "putative myrosinase-binding protein"
mips_11_05_03
at_At3g16430 mips_11_05 "putative lectin"
mips_11_05_03
Validation Accuracy: 5/5 (100.00%)
Validation Frequency class 'mips_11_05_03': 52/2278 (2.28%)
Evaluation on propertest data (3835 items):
at_At2g25980 mips_11_05_03 "similar to jasmonate-inducible proteins from Brassica napus"
at_At2g32770 - mips_01 "putative purple acid phosphatase precursor"
mips_06
mips_06_07
mips_10
mips_10_01
mips_10_01_01
mips_40
mips_98
mips_99
at_At4g24360 - mips_01_01_01 "putative protein"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_03
mips_01_03_01
mips_65
Propertest Accuracy: 1/3 (33.33%)
Propertest Frequency class 'mips_11_05_03': 93/3835 (2.43%)
New (unknown) data (2278 items):
at_At1g13760 - no entry null
at_At1g52050 - no entry null
at_At1g52100 - no entry null
at_At2g39920 - mips_65 "unknown protein"
at_At3g16420 - no entry null
at_At3g46120 - mips_01_04 "purple acid phosphatase precursor -like protein"
at_At3g59590 - no entry null
at_At5g38540 - no entry null
at_At1g52110 - no entry null
at_At1g58160 - no entry null
at_At1g05770 - no entry null
at_At2g39310 - no entry null
at_At5g35950 - no entry null
at_At1g52060 - no entry null
at_At1g73040 - no entry null
at_At3g16470 - no entry null
at_At5g49860 - no entry null
at_At5g22110 - no entry null
------------------
Rule 2833
eval(_1,_2,4.0e-3-0.1),keyword(_2,mitochondrion) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,streptomyces),keyword(_2,phosphorylation) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transport) = 0
-> class mips_11_05_03 "defense related proteins"
Evaluation on training data (4529 items):
at_At1g58400 - mips_11_05_01 "hypothetical protein"
at_At1g59620 mips_11_05_01 "PRM1 homolog (CW9)"
mips_11_05_03
at_At1g62630 mips_11 "putative RPS-2 disease resistance protein (AA002294"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g66090 mips_11_05_01 "unknown protein"
mips_11_05_03
at_At1g72870 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At1g72940 mips_11_05_01 "putative protein"
mips_11_05_03
at_At2g17820 - mips_01_05_01_01_01 "histidine kinase 1"
mips_01_20_03
mips_02_08
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_01_01
mips_62_01
mips_62_01_01
at_At3g23150 - mips_02_13 "ethylene receptor, putative"
mips_02_13_05
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_11_05_05_99
mips_14_01_03
mips_20_20
mips_20_20_18
mips_40_30
at_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_At1g10920 mips_11 "disease resistance protein RPM1 isolog"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At3g14470 mips_11_05 "disease resistance protein, putative"
mips_11_05_01
mips_11_05_03
at_At4g12010 mips_11_05_01 "putative disease resistance protein (TMV N-like)"
mips_11_05_03
at_At1g12280 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At1g12290 mips_11 "hypothetical protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g16900 mips_11_05_01 "disease resistance RPP5 like protein"
mips_11_05_03
at_At4g16920 mips_11_01 "disease resistance RPP5 like protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g16950 - mips_11_05_01 "disease resistance RPP5 like protein"
at_At4g19500 mips_11_05 "resistence protein - like"
mips_11_05_01
mips_11_05_03
at_At5g10720 - mips_01_04 "histidine kinase - like protein"
mips_01_04_04
mips_01_05_04
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_11_05_05_99
mips_13_11_03
mips_13_11_03_13
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_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_At5g41750 mips_11_05 "disease resistance protein-like"
mips_11_05_01
mips_11_05_03
at_At5g43730 - mips_11_05 "disease resistance protein"
mips_11_05_01
at_At5g45060 mips_11_05 "disease resistance protein-like"
mips_11_05_01
mips_11_05_03
at_At5g45210 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g45250 mips_11_05_01 "disease resistance protein RPS4"
mips_11_05_03
at_At5g46260 - mips_11_05 "disease resistance protein-like"
mips_11_05_01
at_At5g66630 mips_11 "putative protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g47250 mips_11 "NBS/LRR disease resistance protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g66900 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
Training Accuracy: 24/32 (75.00%)
Training Frequency class 'mips_11_05_03': 121/4529 (2.67%)
Evaluation on validation data (2278 items):
at_At1g56540 mips_11 "disease resistance protein, putative"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g61310 mips_11_05_01 "similar to disease resistance protein"
mips_11_05_03
at_At1g65850 - mips_11_05_01 ""
at_At3g19020 - mips_08_13 "hypothetical protein"
mips_11_05_01
at_At3g46730 - mips_11_05_01 "disease resistance protein RPP8-like protein"
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_At4g19520 - mips_11_05_01 "resistance protein RPP5 - like"
at_At5g04720 mips_11 "putative protein"
mips_11_05
mips_11_05_01
mips_11_05_03
mips_98
at_At5g18370 mips_11 "disease resistance protein -like"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g27740 - mips_03_03_01 "replication factor C - like"
mips_03_03_01_03
mips_05_04_02
mips_62_02_01_01
at_At5g41740 - mips_11_05_01 "disease resistance protein-like"
at_At5g45260 mips_11_01 "disease resistance protein-like"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g46270 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
Validation Accuracy: 9/15 (60.00%)
Validation Frequency class 'mips_11_05_03': 52/2278 (2.28%)
Evaluation on propertest data (3835 items):
at_At1g21690 - mips_03_01_03 "putative replication factor C subunit"
mips_03_01_05
mips_03_01_05_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_03
mips_03_03_04_07
mips_40_10_99
at_At1g31540 mips_11_05_01 "putative protein"
mips_11_05_03
at_At1g52660 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At1g63880 mips_11_01 "putative disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At1g72840 mips_11_05_01 "hypothetical protein"
mips_11_05_03
at_At2g14080 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At3g04220 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At3g07040 mips_11_05_01 "disease resistance gene (RPM1)"
mips_11_05_03
at_At3g50950 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At4g09420 mips_11_05_01 "putative protein"
mips_11_05_03
at_At4g16890 mips_11 "disease resistance RPP5 like protein"
mips_11_01
mips_11_05
mips_11_05_01
mips_11_05_03
at_At4g16960 mips_11_05 "disease resistance RPP5 like protein"
mips_11_05_01
mips_11_05_03
at_At4g36150 mips_11_05_01 "putative disease resistance protein"
mips_11_05_03
at_At5g10100 - mips_01_05_04 "trehalose-6-phosphate phosphatase -like protein"
mips_02_19
at_At5g38350 - mips_11_05 "disease resistance protein-like"
mips_11_05_01
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_At5g47260 mips_11_01 "NBS/LRR disease resistance protein"
mips_11_05
mips_11_05_01
mips_11_05_03
at_At5g51630 mips_11_05 "putative protein"
mips_11_05_01
mips_11_05_03
at_At5g41540 mips_11_05_01 "disease resistance protein-like"
mips_11_05_03
Propertest Accuracy: 16/20 (80.00%)
Propertest Frequency class 'mips_11_05_03': 93/3835 (2.43%)
New (unknown) data (2278 items):
at_At1g17610 - no entry null
at_At1g27170 - no entry null
at_At1g27180 - no entry null
at_At1g50180 - no entry null
at_At1g51480 - no entry null
at_At1g58390 - no entry null
at_At1g58410 - no entry null
at_At1g61180 - no entry null
at_At1g63360 - no entry null
at_At1g63870 - no entry null
at_At1g05700 - mips_10_05 "putative light repressible receptor protein kinase"
mips_40_02
at_At1g69550 - no entry null
at_At1g72890 - no entry null
at_At1g72900 - no entry null
at_At1g01610 - no entry null
at_At4g27220 - no entry null
at_At1g09970 - mips_08_13 "leucine-rich repeat receptor-like kinase At1g09970"
at_At3g44630 - no entry null
at_At3g45390 - no entry null
at_At3g51560 - no entry null
at_At4g10780 - no entry null
at_At1g12210 - no entry null
at_At4g14370 - mips_03_99 "disease resistance N like protein"
at_At4g14610 - no entry null
at_At4g33300 - no entry null
at_At4g36140 - no entry null
at_At5g17680 - no entry null
at_At5g25550 - mips_10_05 "extensin - like protein"
mips_13_11
mips_40_01
mips_40_02
at_At5g38850 - no entry null
at_At5g41550 - no entry null
at_At5g44870 - no entry null
at_At5g45050 - no entry null
at_At5g46520 - no entry null
at_At5g48770 - no entry null
at_At5g49140 - no entry null
at_At5g55540 - mips_08_13 "putative protein"
at_At5g63020 - no entry null
at_At5g63410 - no entry null
at_At5g05400 - no entry null
at_At5g06090 - no entry null
at_At1g59780 - no entry null
at_At1g61190 - no entry null
at_At2g46850 - no entry null
at_At4g01950 - no entry null
at_At3g11430 - no entry null
at_At4g08450 - no entry null
at_At4g11170 - no entry null
at_At5g18350 - no entry null
at_At5g22690 - no entry null
at_At5g36930 - no entry null
at_At5g40910 - no entry null
at_At5g40920 - no entry null
at_At5g45490 - no entry null
at_At5g46510 - no entry null
at_At5g51350 - no entry null
at_At5g58120 - no entry null
at_At1g33560 - no entry null
at_At1g53350 - no entry null
at_At1g56510 - no entry null
at_At1g61300 - no entry null
at_At1g63730 - no entry null
at_At1g64070 - no entry null
at_At2g02780 - no entry null
at_At3g14460 - no entry null
at_At3g25510 - no entry null
at_At3g44670 - no entry null
at_At3g46530 - no entry null
at_At3g46710 - no entry null
at_At4g09430 - no entry null
at_At4g16860 - no entry null
at_At4g16940 - no entry null
at_At4g19050 - no entry null
at_At4g19060 - no entry null
at_At4g19510 - no entry null
at_At4g23230 - no entry null
at_At5g35450 - no entry null
at_At5g40090 - no entry null
at_At5g40100 - no entry null
at_At5g44510 - no entry null
at_At5g45230 - no entry null
at_At5g45240 - no entry null
at_At5g46450 - no entry null
at_At5g47280 - no entry null
at_At5g66910 - no entry null
------------------
Rule 2507
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,phaseoleae) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,d__3d_structure),db_ref(_2,sgd) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,daucus),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,proteobacteria),db_ref(_2,prints) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),classification(_2,magnoliophyta) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transcription_regulation) = 0
-> class mips_11_05_03 "defense related proteins"
Evaluation on training data (4529 items):
at_At1g02360 mips_01_05 "hypothetical protein"
mips_11
mips_11_01
mips_11_05
mips_11_05_03
mips_13
mips_13_11
mips_30
mips_30_01
at_At1g50050 mips_11_05_03 "pathogenesis-related protein 1b precursor (pr-1b), putative"
mips_40_27
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At1g72260 mips_11_05_03 "putative thionin (At1g72260)"
at_At1g75030 mips_11_05_03 "thaumatin-like protein"
at_At1g75800 mips_11_05_03 "thaumatin, putative"
at_At2g17860 mips_11_05_03 "putative thaumatin-like pathogenesis-related protein"
at_At4g19810 mips_11_05_03 "putative chitinase"
at_At4g19820 - mips_40_27 "putative chitinase"
mips_63_13
mips_63_13_01
at_At2g19980 - mips_11_05_05 "putative pathogenesis-related protein"
mips_11_05_05_99
mips_40_27
at_At2g19990 mips_11_05_03 "pathogenesis-related protein (PR-1)"
mips_11_05_05
mips_11_05_05_99
mips_40_27
at_At2g43590 mips_11_01 "putative endochitinase"
mips_11_05
mips_11_05_03
mips_13_11
mips_30_01
at_At2g43600 mips_11_05_03 "putative endochitinase"
mips_30_01
at_At3g19690 mips_11_05_03 "PR-1 protein, putative"
mips_11_05_05
mips_11_05_05_99
mips_40_27
at_At3g47540 mips_11_05 "endochitinase-like protein"
mips_11_05_03
at_At4g07820 - mips_11_05_05 "putative pathogenesis-related protein"
mips_11_05_05_99
at_At4g30320 - mips_11_05_05 "PR-1-like protein"
mips_11_05_05_99
mips_40_27
at_At4g31470 - mips_11_05_05 "pathogenesis-related protein homolog"
mips_11_05_05_99
mips_40_27
mips_62_02_01_02
at_At4g33720 mips_11_05_03 "pathogenesis-related protein 1 precursor, 19.3K"
mips_11_05_05
mips_11_05_05_99
at_At4g33730 - mips_11_05_05 "pathogenesis-related protein - like"
mips_11_05_05_99
mips_40_27
at_At5g24620 - mips_10 "thaumatin-like protein"
mips_10_01_01
mips_11_05
at_At1g01310 mips_11 "pathogenesis related protein, putative"
mips_11_05
mips_11_05_03
mips_40
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_99
Training Accuracy: 14/21 (66.67%)
Training Frequency class 'mips_11_05_03': 121/4529 (2.67%)
Evaluation on validation data (2278 items):
at_At1g73620 mips_10_01 "thaumatin like protein"
mips_10_01_01
mips_10_05
mips_11
mips_11_05
mips_11_05_03
at_At1g75040 mips_10 "thaumatin-like protein"
mips_10_01
mips_10_01_01
mips_11_05
mips_11_05_03
mips_98
at_At3g54420 mips_11_05_03 "class IV chitinase (CHIV)"
mips_30_01
at_At3g09590 - mips_11_05_05 "putative pathogenesis-related protein"
mips_11_05_05_99
mips_40_27
mips_62_02_01_02
at_At4g19730 mips_11_05_03 "putative protein"
mips_11_07
mips_11_07_03
mips_11_10
mips_11_10_07
mips_40_27
mips_63_13
mips_63_13_01
mips_63_13_99
at_At4g19740 - mips_11_07_03 "putative protein"
mips_11_10
mips_11_10_07
mips_40_27
mips_63_13
mips_63_13_01
at_At4g19800 mips_01_05 "chitinase - like protein"
mips_11
mips_11_01
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_03
mips_11_10
mips_11_10_07
mips_13
mips_13_11
mips_40_03
mips_40_27
mips_63_13
mips_63_13_01
mips_63_13_99
at_At4g25780 - mips_11_05_05 "putative pathogenesis-related protein"
mips_11_05_05_99
mips_40_27
mips_62_02_01_02
at_At4g33710 mips_11_05_03 "pathogenesis-related protein 1 precursor, 18.9K"
mips_11_05_05
mips_11_05_05_99
at_At4g38660 mips_10_05 "putative thaumatin-like protein"
mips_11_05
mips_11_05_03
at_At4g01040 - mips_11_07_03 "hypothetical protein"
mips_11_10
mips_11_10_07
mips_40_27
mips_63_13
mips_63_13_01
Validation Accuracy: 7/11 (63.64%)
Validation Frequency class 'mips_11_05_03': 52/2278 (2.28%)
Evaluation on propertest data (3835 items):
at_At1g50060 mips_11 "branched-chain amino acid aminotransferase, putative"
mips_11_05
mips_11_05_03
mips_11_05_05
mips_11_05_05_99
mips_99
at_At2g14610 - mips_11_05_05 "pathogenesis-related PR-1-like protein"
mips_11_05_05_99
at_At2g19970 - mips_11_05_05 "putative pathogenesis-related protein"
mips_11_05_05_99
at_At2g24810 mips_11_05_03 "putative thaumatin-like pathogenesis-related protein"
at_At3g04720 mips_11_05_03 "hevein-like protein precursor"
at_At3g18030 - mips_01_03_01 "HAL3A protein"
mips_01_03_04
mips_01_03_07
mips_01_07_01
mips_11_01_03
at_At3g57610 - mips_01_03 "adenylosuccinate synthetase"
mips_01_03_01
mips_14_01
mips_14_01_03
mips_25_05_09
mips_25_05_25
at_At4g19720 mips_01 "putative protein"
mips_01_05
mips_11
mips_11_05
mips_11_05_03
at_At4g36010 mips_10_05 "thaumatin-like predicted GPI-anchored protein"
mips_11_05
mips_11_05_03
at_At5g26130 mips_11_05 "pathogenesis-related protein - like"
mips_11_05_03
mips_11_05_05
mips_11_05_05_99
at_At5g66590 mips_11 "Unknown protein (K1F13.27)"
mips_11_05
mips_11_05_03
mips_11_05_05
mips_11_05_05_99
mips_40_27
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At5g02730 mips_11_05_03 "pathogenesis related protein - like"
mips_11_05_05
mips_11_05_05_99
Propertest Accuracy: 8/12 (66.67%)
Propertest Frequency class 'mips_11_05_03': 93/3835 (2.43%)
New (unknown) data (2278 items):
at_At1g17860 - no entry null
at_At1g73780 - mips_08 "putative lipid transfer protein"
at_At1g75050 - no entry null
at_At1g78850 - no entry null
at_At3g16920 - no entry null
at_At2g15010 - no entry null
at_At2g28790 - no entry null
at_At3g10520 - mips_67_99 "class 2 non-symbiotic hemoglobin"
at_At3g12000 - no entry null
at_At3g50680 - no entry null
at_At3g51710 - no entry null
at_At4g24180 - no entry null
at_At4g36000 - no entry null
at_At5g18470 - no entry null
at_At1g20030 - no entry null
at_At1g73260 - no entry null
at_At1g77700 - no entry null
at_At1g78860 - no entry null
at_At3g12500 - no entry null
at_At4g11650 - no entry null
at_At4g38670 - no entry null
at_At5g36910 - no entry null
at_At1g56680 - no entry null
at_At1g64140 - mips_13 "hypothetical protein"
mips_13_07
mips_40
mips_40_27
mips_63
mips_63_07
at_At1g66100 - no entry null
at_At1g05850 - no entry null
at_At1g72290 - no entry null
at_At1g73330 - no entry null
at_At1g78820 - mips_10_05 "Strong similarity to glycoprotein EP1"
at_At1g19320 - no entry null
at_At2g14580 - no entry null
at_At2g43620 - no entry null
at_At2g01780 - no entry null
at_At2g43570 - no entry null
at_At3g04320 - no entry null
at_At3g04330 - no entry null
at_At5g40020 - mips_11_05 "thaumatin-like protein"
at_At5g02140 - no entry null
at_At5g03700 - no entry null
------------------
Rule 4160
eval(_1,_2,0.0-9.0e-25),db_ref(_2,genew) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,homolog) = 1
-> class mips_20_20_18 "plant hormonal regulation"
Evaluation on training data (4529 items):
at_At1g14130 mips_01_20_17_07 "dioxygenase-like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g17010 mips_01_20 "SRG1-like protein"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g30040 mips_01_20_17 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g03400 mips_01_01_99 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g44090 mips_01_20_17 "gibberelin 20-oxidase, putative"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g47990 mips_01_20_17_07 "dioxygenase, putative"
mips_20_20
mips_20_20_18
at_At1g52790 mips_01_01_99 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g60980 mips_01_01_99 "putative gibberellin 20-oxidase"
mips_01_20_13
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g62380 mips_01_01 "Unknown protein (F24O1.10)"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g06620 mips_01_01_99 "oxidoreductase, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g80330 mips_01_20_13 "putative gibberellin 3 beta-hydroxylase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g80340 mips_01_20 "gibberellin 3 beta-hydroxylase"
mips_01_20_13
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At2g25450 mips_01_01 "putative dioxygenase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At2g34550 mips_01_20_17_07 "putative gibberellin 2-oxidase"
mips_20_20
mips_20_20_18
at_At2g44800 mips_01_01_99 "putative flavonol synthase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g12900 mips_01_01_99 "hypothetical protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g46490 mips_01_01_99 "putative protein"
mips_20_20
mips_20_20_18
at_At3g46500 - mips_01_20_17_07 "putative protein"
at_At3g49620 - mips_01_20_17_07 "2-oxoacid-dependent oxidase (din11)"
mips_01_20_35_01_05
at_At3g50210 mips_01_20_17_07 "flavonol synthase - like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_20_20
mips_20_20_18
at_At3g60290 mips_01_01_99 "SRG1 - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g12010 mips_01_20_17_07 "putative amino-cyclopropane-carboxylic acid oxidase (ACC oxidase)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g03050 mips_01_20_17_07 "2-oxoglutarate-dependent dioxygenase (AOP3)"
mips_20_20
mips_20_20_18
at_At4g03060 mips_01_20 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At4g10490 mips_01_20_17 "putative flavanone 3-beta-hydroxylase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g10500 - mips_01_20_17_07 "putative Fe(II)/ascorbate oxidase"
mips_01_20_35_01
at_At4g16770 mips_01_01_99 "gibberellin oxidase-like protein"
mips_01_20_17
mips_01_20_17_07
mips_14
mips_14_01_05
mips_20_20
mips_20_20_18
at_At4g21200 mips_01_01_99 "gibberellin 20-oxidase - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g23340 mips_01_01_99 "putative protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g25310 mips_01_01_99 "SRG1-like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g20400 mips_01_20_17 "ethylene-forming-enzyme-like dioxygenase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g24530 - mips_01_20_17 "flavanone 3-hydroxylase-like protein"
mips_01_20_17_07
at_At5g43450 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g54000 mips_01_20_17 "ethylene-forming-enzyme-like dioxygenase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g58660 mips_01 "putative protein"
mips_01_01
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
mips_98
at_At5g59540 mips_01 "1-aminocyclopropane-1-carboxylate oxidase - like protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
mips_98
at_At5g63580 mips_01 "flavonol synthase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10
mips_20_20
mips_20_20_18
mips_98
at_At5g63590 mips_01_01 "flavonol synthase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g63600 mips_01_20_17_07 "1-aminocyclopropane-1-carboxylic acid oxidase-like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g15540 - mips_01_01_99 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
at_At5g07200 mips_01_01_99 "gibberellin 20-oxidase"
mips_01_20_13
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g07480 mips_01_20_17 "putative protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g08640 mips_01_20_17 "flavonol synthase (FLS) (sp|Q96330)"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Training Accuracy: 38/43 (88.37%)
Training Frequency class 'mips_20_20_18': 112/4529 (2.47%)
Evaluation on validation data (2278 items):
at_At1g02400 mips_01_01_99 "hypothetical protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g52810 mips_01_20 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g77330 mips_01_01_99 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g06640 mips_01_01 "putative Iron/Ascorbate oxidoreductase family protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g15550 mips_01_20_13 "putative protein"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g17020 mips_01_20_17 "SRG1-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g19590 mips_01_20_17_07 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g19010 - mips_01_20_17_07 "oxidase like protein"
at_At4g21690 mips_01_20_13 "gibberellin 3 beta-hydroxylase - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g25300 - mips_01_01_99 "SRG1-like protein"
mips_01_20_17_07
at_At5g03030 - mips_06_01 "DNAJ protein - like"
mips_08_99
mips_11_01_05
mips_40_07
at_At5g20550 - mips_01_20_17_07 "ethylene-forming-enzyme-like dioxygenase - like"
at_At5g51310 mips_01_20_17_07 "gibberellin 20-oxidase-like protein"
mips_20_20
mips_20_20_18
at_At5g59530 mips_01_01 "1-aminocyclopropane-1-carboxylate oxidase - like protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
Validation Accuracy: 10/14 (71.43%)
Validation Frequency class 'mips_20_20_18': 50/2278 (2.19%)
Evaluation on propertest data (3835 items):
at_At1g28030 mips_01_20 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At1g03410 mips_01_01 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g35190 mips_01_20_17 "hyoscyamine 6-dioxygenase hydroxylase, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g04350 mips_01_01_99 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g49390 mips_01_20_17_07 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g04380 mips_01_01 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At1g50960 mips_01_01_99 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g52800 mips_01_01 "putative oxidoreductase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g52820 - mips_01_20_17_07 "putative oxidoreductase"
at_At1g55290 mips_01_01_99 "leucoanthocyanidin dioxygenase 2, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g78440 mips_01_20_17_07 "putative dioxygenase"
mips_20_20
mips_20_20_18
at_At1g78550 mips_01_01_99 "Hypothetical protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g80320 - mips_01_20_17 "oxidoreductase like protein"
mips_01_20_17_07
mips_10
at_At1g14120 mips_01_01_99 "dioxygenase like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g05010 mips_01_20 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g06650 mips_01 "oxidoreductase, putative"
mips_01_01
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_10
mips_10_05
mips_20
mips_20_20
mips_20_20_18
mips_98
at_At2g06960 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g38240 mips_01_20_17_07 "putative anthocyanidin synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g30830 - mips_01_01_99 "putative dioxygenase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35_01
at_At2g30840 mips_01_01_99 "putative dioxygenase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g36690 mips_01_01_99 "putative giberellin beta-hydroxylase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g11180 mips_01_01_99 "putative leucoanthocyanidin dioxygenase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g13610 mips_01_01_99 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g19000 mips_01_20_17 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g21420 - mips_01_20_17 "unknown protein"
mips_01_20_17_07
at_At3g46480 mips_01_20 "putative protein"
mips_01_20_17
mips_01_20_17_07
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At3g47190 mips_01_01_99 "1-aminocyclopropane-1-carboxylic acid oxidase - like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g51240 - mips_01_20_17 "flavanone 3-hydroxylase (FH3)"
mips_01_20_17_07
at_At3g61400 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g49630 mips_01_20_17_07 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_20_20
mips_20_20_18
at_At3g55970 mips_01_20_17 "leucoanthocyanidin dioxygenase -like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g22870 mips_01_01_99 "anthocyanidin synthase - like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g25420 mips_01_01 "gibberellin 20-oxidase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g03070 mips_01_01_99 "putative oxidoreductase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g16330 mips_01_20_17_07 "naringenin 3-dioxygenase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g22880 mips_01_20_17_07 "putative leucoanthocyanidin dioxygenase (LDOX)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g43440 mips_01_01 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At5g51810 - mips_01_20_17 "gibberellin 20-oxidase (emb|CAA58294.1)"
mips_01_20_17_07
at_At5g05600 mips_01_01_99 "leucoanthocyanidin dioxygenase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Propertest Accuracy: 33/39 (84.62%)
Propertest Frequency class 'mips_20_20_18': 102/3835 (2.66%)
New (unknown) data (2278 items):
at_At1g55010 - no entry null
at_At1g61070 - no entry null
at_At1g79760 - no entry null
at_At2g02100 - no entry null
at_At2g02120 - no entry null
at_At5g44420 - no entry null
at_At5g44430 - no entry null
at_At5g48020 - no entry null
at_At1g60880 - no entry null
at_At2g26010 - no entry null
at_At2g26020 - no entry null
at_At2g02130 - no entry null
at_At2g02140 - no entry null
at_At2g23240 - no entry null
at_At2g38500 - no entry null
at_At5g06310 - no entry null
at_At5g63660 - no entry null
------------------
Rule 2527
eval(_1,_2,0.0-9.0e-25),keyword(_2,alternative_splicing) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),classification(_2,magnoliophyta) = 1
-> class mips_20_20_18 "plant hormonal regulation"
Evaluation on training data (4529 items):
at_At1g48820 - mips_01_20_13 "hypothetical protein"
mips_01_20_35_01
at_At1g51120 mips_04 "hypothetical protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_10
mips_10_01
mips_10_01_01
mips_20
mips_20_20
mips_20_20_18
mips_25
mips_25_03
mips_40
mips_40_10
mips_99
at_At1g61120 mips_01_20_13 "putative S-linalool synthase (At1g61120)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g79460 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g23230 mips_01_20_13 "putative vetispiradiene synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g37140 - mips_01_20_13 "putative vetispiradiene synthase"
mips_01_20_35
mips_01_20_35_01
at_At3g14490 mips_01_20_13 "terpene synthase-related protein, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g25730 mips_20_20 "AP2 domain transcription factor"
mips_20_20_18
at_At3g29190 mips_01_20 "terpene synthase-related protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At3g32030 mips_01_20_13 "terpene synthase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g02780 mips_01_20 "ent-kaurene synthetase A - like protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At4g13280 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g13300 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g15870 mips_01_20_13 "delta-cadinene synthase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g20230 mips_01_20_13 "terpene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g44630 mips_01_20_13 "terpene cyclase/synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Training Accuracy: 14/16 (87.50%)
Training Frequency class 'mips_20_20_18': 112/4529 (2.47%)
Evaluation on validation data (2278 items):
at_At1g33750 mips_01_20_13 "terpene synthase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g48800 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g61680 mips_01_20 "hypothetical protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At1g32470 - mips_01_01 "glycine cleavage system H protein precursor, putative"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_04
at_At1g66020 mips_01 "hypothetical protein"
mips_01_20
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
mips_99
at_At2g35120 - mips_01_01_01_11 "glycine decarboxylase complex H-protein"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_04
at_At2g35370 - mips_01_01_01_11 "glycine decarboxylase complex H-protein"
mips_01_01_10_05
mips_01_01_10_05_04
at_At3g14540 - mips_01_20_13 "hypothetical protein"
mips_01_20_35_01
at_At3g25810 mips_01_20_13 "terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g25820 mips_01_20_13 "terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g25830 mips_01_20_13 "limonene cyclase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g15210 - mips_02 "beta-amylase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_19
mips_02_99
at_At4g20210 mips_01_20_13 "cadinene synthase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g18670 - mips_01 "beta-amylase-like proten"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_19
mips_02_99
at_At5g23960 mips_01_20_13 "(+)-delta-cadinene synthase (d-cadinene synthase)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Validation Accuracy: 9/15 (60.00%)
Validation Frequency class 'mips_20_20_18': 50/2278 (2.19%)
Evaluation on propertest data (3835 items):
at_At1g31950 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g50680 mips_20_20 "hypothetical protein"
mips_20_20_18
at_At1g70080 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g24210 mips_01_20_13 "myrcene/ocimene synthase (TPS10)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g14520 mips_01_20 "hypothetical protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At3g29110 mips_01_20_13 "putative terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g29410 - mips_01_20_13 "terpene synthase, putative"
at_At3g31415 - mips_01_20_13 "vetispiradiene synthase, putative, 5' partial"
mips_01_20_35
mips_01_20_35_01
at_At4g16730 mips_01_20_13 "limonene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g17090 - mips_02 "beta-amylase (ct-bmy gene)"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_19
mips_02_99
at_At4g20200 mips_01_20 "terpene cyclase like protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At5g28360 mips_01_01_10 "fragment of 1-aminocyclopropane-1-carboxylate synthase"
mips_01_01_10_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At5g48110 mips_01_20 "terpene synthase"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
Propertest Accuracy: 10/13 (76.92%)
Propertest Frequency class 'mips_20_20_18': 102/3835 (2.66%)
New (unknown) data (2278 items):
at_At2g32290 - mips_02_19 "putative beta-amylase"
mips_02_99
at_At3g23920 - mips_02_19 "beta-amylase, putative"
mips_02_99
at_At4g13620 - no entry null
at_At5g55700 - mips_02_19 "beta-amylase"
mips_02_99
at_At4g00490 - mips_02_19 "putative beta-amylase"
mips_02_99
------------------
Rule 1529
eval(_1,_2,0.0-9.0e-25),classification(_2,rosales) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,pisum) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,multigene_family) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,cercopithecinae) = 0
-> class mips_20_20_18 "plant hormonal regulation"
Evaluation on training data (4529 items):
at_At1g15050 mips_20 "IAA34"
mips_20_20
mips_20_20_18
mips_25_03
at_At1g15580 - mips_40_26 "IAA5"
mips_40_26_03
at_At1g34170 mips_20_20 "putative protein"
mips_20_20_18
mips_25_03
at_At1g04240 - mips_10_01_01 "putative auxin-induced protein AUX2-11"
mips_40_26
mips_40_26_03
at_At1g04550 mips_10_01_01 "putative auxin-induced protein, IAA12"
mips_20_20
mips_20_20_18
at_At3g16500 mips_20_20 "phytochrome-associated protein 1 (PAP1)"
mips_20_20_18
mips_25_03
mips_40_26
mips_40_26_03
at_At3g23050 mips_20_20 "indoleacetic acid (IAA)-inducible gene (IAA7)"
mips_20_20_18
at_At2g01200 mips_20_20 "putative auxin-induced protein"
mips_20_20_18
mips_40_26
mips_40_26_03
at_At2g46530 mips_20_20 "putative ARF1 family auxin responsive transcription factor"
mips_20_20_18
at_At3g15540 - mips_40_26 "early auxin-induced protein, IAA19"
mips_40_26_03
at_At3g61830 mips_20_20 "auxin response factor-like protein"
mips_20_20_18
mips_25_03
at_At3g62100 mips_04_05 "auxin-induced protein homolog"
mips_04_05_01
mips_04_05_01_04
mips_10_01
mips_10_01_01
mips_20
mips_20_20
mips_20_20_18
mips_25
mips_25_03
at_At4g14560 mips_20_20 "auxin-responsive protein IAA1"
mips_20_20_18
at_At4g28640 mips_20_20 "early auxin-inducible protein 11 (IAA11)"
mips_20_20_18
mips_25_03
at_At5g25890 mips_20 "IAA28"
mips_20_20
mips_20_20_18
mips_40_26
mips_40_26_03
at_At5g43700 - mips_04_05 "IAA4 (MQD19.3)"
mips_04_05_01
mips_04_05_01_04
mips_10_01
mips_10_01_01
mips_40_26
mips_40_26_03
at_At5g62010 mips_20_20 "ARF1-binding protein"
mips_20_20_18
at_At5g65670 - mips_40_26 "auxin-induced protein IAA9 (pir||T05902)"
mips_40_26_03
Training Accuracy: 13/18 (72.22%)
Training Frequency class 'mips_20_20_18': 112/4529 (2.47%)
Evaluation on validation data (2278 items):
at_At1g34310 mips_20_20 "hypothetical protein"
mips_20_20_18
mips_25_03
at_At1g51950 mips_20_20 "IAA18 early auxin-induced protein"
mips_20_20_18
mips_25_03
mips_40_26
mips_40_26_03
at_At3g49850 - mips_04 "MYB -like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
at_At3g63140 - mips_40_26 "mRNA binding protein precursor - like"
mips_40_26_03
at_At3g17600 mips_20_20 "putative auxin-induced protein"
mips_20_20_18
at_At4g19460 - mips_01_05_01_03 "putative protein"
mips_01_06_01
mips_02_11
mips_30_01
mips_40_07
Validation Accuracy: 3/6 (50.00%)
Validation Frequency class 'mips_20_20_18': 50/2278 (2.19%)
Evaluation on propertest data (3835 items):
at_At1g35540 mips_04_05 "auxin response factor, putative"
mips_04_05_01
mips_04_05_01_04
mips_10_01
mips_10_01_01
mips_20
mips_20_20
mips_20_20_18
mips_25
mips_25_03
at_At1g04100 mips_20_20 "putative IAA1 protein"
mips_20_20_18
at_At1g52830 - mips_40_26 "putative IAA6 protein"
mips_40_26_03
at_At1g80390 mips_20_20 "unknown protein"
mips_20_20_18
mips_40_26
mips_40_26_03
at_At2g20450 - mips_05_01 "60S ribosomal protein L14"
mips_05_01_01
at_At2g33310 mips_20_20 "auxin regulated protein (IAA13)"
mips_20_20_18
at_At2g22670 mips_20_20 "auxin-regulated protein (IAA8)"
mips_20_20_18
mips_25_03
mips_40_26
mips_40_26_03
at_At2g46990 mips_04_05 "IAA20"
mips_04_05_01
mips_04_05_01_04
mips_10_01
mips_10_01_01
mips_20
mips_20_20
mips_20_20_18
mips_25
mips_25_03
at_At3g23030 mips_20_20 "auxin-inducible gene (IAA2)"
mips_20_20_18
mips_40_26
mips_40_26_03
at_At4g14550 mips_20_20 "IAA14"
mips_20_20_18
mips_25_03
mips_40_26
mips_40_26_03
at_At4g23980 mips_20_20 "auxin response factor 9 (ARF9)"
mips_20_20_18
at_At5g60450 mips_20_20 "auxin response factor 4"
mips_20_20_18
mips_25_03
Propertest Accuracy: 10/12 (83.33%)
Propertest Frequency class 'mips_20_20_18': 102/3835 (2.66%)
New (unknown) data (2278 items):
at_At1g04250 - no entry null
at_At1g54260 - no entry null
at_At1g67680 - no entry null
at_At4g24790 - no entry null
at_At4g32280 - no entry null
at_At1g19690 - no entry null
at_At5g08780 - no entry null
at_At1g72740 - no entry null
at_At1g06760 - no entry null
at_At3g04730 - no entry null
at_At3g22840 - mips_02_30 "early light-induced protein"
at_At4g27090 - no entry null
at_At4g29080 - no entry null
at_At5g20600 - no entry null
at_At5g57360 - mips_63_07 "FKF1-like protein 2 (gb|AAF32300.1)"
at_At5g57420 - no entry null
------------------
Rule 1537
eval(_1,_2,0.0-9.0e-25),classification(_2,pisum) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,multigene_family) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),db_ref(_2,prosite) = 0
-> class mips_40_26_03 "chloroplast"
Evaluation on training data (4529 items):
at_At1g15050 - mips_20 "IAA34"
mips_20_20
mips_20_20_18
mips_25_03
at_At1g15580 mips_40_26 "IAA5"
mips_40_26_03
at_At1g15820 mips_02_11_05 "putative protein"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
at_At1g29910 mips_02 "chlorophyll a/b-binding protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At1g29930 mips_02_11 "putative protein"
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At1g34170 - mips_20_20 "putative protein"
mips_20_20_18
mips_25_03
at_At1g04240 mips_10_01_01 "putative auxin-induced protein AUX2-11"
mips_40_26
mips_40_26_03
at_At1g04550 - mips_10_01_01 "putative auxin-induced protein, IAA12"
mips_20_20
mips_20_20_18
at_At1g61520 mips_02_11_05 "PSI type III chlorophyll a/b-binding protein"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At1g68890 mips_01 "putative menaquinone biosynthesis protein"
mips_01_01
mips_01_01_01
mips_01_01_01_15
mips_01_01_01_15_02
mips_01_01_01_15_04
mips_02
mips_01_05
mips_01_05_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_15
mips_01_20_15_03
mips_02_13
mips_02_16
mips_02_16_01
mips_40
mips_40_03
mips_40_16
mips_40_26
mips_40_26_03
mips_63
mips_63_21
mips_63_21_11
at_At3g16500 mips_20_20 "phytochrome-associated protein 1 (PAP1)"
mips_20_20_18
mips_25_03
mips_40_26
mips_40_26_03
at_At3g23050 - mips_20_20 "indoleacetic acid (IAA)-inducible gene (IAA7)"
mips_20_20_18
at_At2g01200 mips_20_20 "putative auxin-induced protein"
mips_20_20_18
mips_40_26
mips_40_26_03
at_At2g34420 mips_02 "photosystem II type I chlorophyll a/b binding protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At2g34430 mips_02_11 "putative photosystem II type I chlorophyll a/b binding protein."
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At2g46530 - mips_20_20 "putative ARF1 family auxin responsive transcription factor"
mips_20_20_18
at_At3g08940 mips_02 "putative chlorophyll a/b-binding protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At3g15540 mips_40_26 "early auxin-induced protein, IAA19"
mips_40_26_03
at_At3g27690 mips_02 "putative chlorophyll A-B binding protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40
mips_40_26
mips_40_26_03
mips_67
mips_67_15
at_At3g61470 mips_02 "Lhca2 protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67
mips_67_15
at_At3g61830 - mips_20_20 "auxin response factor-like protein"
mips_20_20_18
mips_25_03
at_At3g62100 - mips_04_05 "auxin-induced protein homolog"
mips_04_05_01
mips_04_05_01_04
mips_10_01
mips_10_01_01
mips_20
mips_20_20
mips_20_20_18
mips_25
mips_25_03
at_At4g01800 mips_08_16 "putative SecA-type chloroplast protein transport factor"
mips_08_16_05
mips_08_16_99
mips_40_26
mips_40_26_03
mips_63_19_03
mips_67_50_22
at_At4g10340 mips_02_11_05 "chlorophyll a/b-binding protein - like"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
at_At4g14560 - mips_20_20 "auxin-responsive protein IAA1"
mips_20_20_18
at_At4g28640 - mips_20_20 "early auxin-inducible protein 11 (IAA11)"
mips_20_20_18
mips_25_03
at_At5g01530 mips_02 "chlorophyll a/b-binding protein CP29"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At5g25890 mips_20 "IAA28"
mips_20_20
mips_20_20_18
mips_40_26
mips_40_26_03
at_At5g43700 mips_04_05 "IAA4 (MQD19.3)"
mips_04_05_01
mips_04_05_01_04
mips_10_01
mips_10_01_01
mips_40_26
mips_40_26_03
at_At5g61860 - mips_14_01_03 "LFY floral meristem identity control protein, splice form 1"
at_At5g62010 - mips_20_20 "ARF1-binding protein"
mips_20_20_18
at_At5g65670 mips_40_26 "auxin-induced protein IAA9 (pir||T05902)"
mips_40_26_03
at_At5g05270 - mips_01_20_99 "unknown protein"
Training Accuracy: 21/33 (63.64%)
Training Frequency class 'mips_40_26_03': 102/4529 (2.25%)
Evaluation on validation data (2278 items):
at_At1g29920 mips_02_11 "chlorophyll a/b-binding protein"
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At1g34310 - mips_20_20 "hypothetical protein"
mips_20_20_18
mips_25_03
at_At1g51950 mips_20_20 "IAA18 early auxin-induced protein"
mips_20_20_18
mips_25_03
mips_40_26
mips_40_26_03
at_At3g49850 - mips_04 "MYB -like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
at_At3g17600 - mips_20_20 "putative auxin-induced protein"
mips_20_20_18
at_At3g47470 mips_02_11 "light-harvesting chlorophyll a/b-binding protein (Cab4)"
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At4g19460 - mips_01_05_01_03 "putative protein"
mips_01_06_01
mips_02_11
mips_30_01
mips_40_07
at_At5g54270 mips_02_11 "Lhcb3 chlorophyll a/b binding protein (gb|AAD28773.1)"
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
Validation Accuracy: 4/8 (50.00%)
Validation Frequency class 'mips_40_26_03': 64/2278 (2.81%)
Evaluation on propertest data (3835 items):
at_At1g35540 - mips_04_05 "auxin response factor, putative"
mips_04_05_01
mips_04_05_01_04
mips_10_01
mips_10_01_01
mips_20
mips_20_20
mips_20_20_18
mips_25
mips_25_03
at_At1g04100 - mips_20_20 "putative IAA1 protein"
mips_20_20_18
at_At1g52830 mips_40_26 "putative IAA6 protein"
mips_40_26_03
at_At1g53520 - mips_01_20_99 "chalcone isomerase, putative"
at_At1g80390 mips_20_20 "unknown protein"
mips_20_20_18
mips_40_26
mips_40_26_03
at_At1g76570 mips_02_11_05 "putative chlorophyll A-B binding protein"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
at_At2g05070 mips_02_11_05 "putative chlorophyll a/b binding protein"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
at_At2g05100 mips_02_11_05 "putative chlorophyll a/b binding protein"
mips_02_13
mips_02_13_03
mips_40
mips_40_26
mips_40_26_03
mips_67
mips_67_15
at_At2g20450 - mips_05_01 "60S ribosomal protein L14"
mips_05_01_01
at_At2g33310 - mips_20_20 "auxin regulated protein (IAA13)"
mips_20_20_18
at_At2g40100 mips_02 "putative chlorophyll a/b binding protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67
mips_67_15
at_At2g22670 mips_20_20 "auxin-regulated protein (IAA8)"
mips_20_20_18
mips_25_03
mips_40_26
mips_40_26_03
at_At2g46990 - mips_04_05 "IAA20"
mips_04_05_01
mips_04_05_01_04
mips_10_01
mips_10_01_01
mips_20
mips_20_20
mips_20_20_18
mips_25
mips_25_03
at_At3g23030 mips_20_20 "auxin-inducible gene (IAA2)"
mips_20_20_18
mips_40_26
mips_40_26_03
at_At3g55120 - mips_01_20_99 "chalcone isomerase"
at_At4g14550 mips_20_20 "IAA14"
mips_20_20_18
mips_25_03
mips_40_26
mips_40_26_03
at_At4g23980 - mips_20_20 "auxin response factor 9 (ARF9)"
mips_20_20_18
at_At5g28450 mips_02_11_05 "PS I antenna protein Lhca2 fragment"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
at_At5g60450 - mips_20_20 "auxin response factor 4"
mips_20_20_18
mips_25_03
at_At5g66220 - mips_01_20 "chalcone isomerase-like protein"
mips_01_20_99
Propertest Accuracy: 10/20 (50.00%)
Propertest Frequency class 'mips_40_26_03': 94/3835 (2.45%)
New (unknown) data (2278 items):
at_At1g04250 - no entry null
at_At1g54260 - no entry null
at_At1g67680 - no entry null
at_At2g18050 - no entry null
at_At3g63170 - no entry null
at_At4g18820 - mips_40_37 "putative protein"
at_At4g24790 - no entry null
at_At4g32280 - no entry null
at_At5g02380 - no entry null
at_At5g08780 - no entry null
at_At1g72740 - no entry null
at_At1g06760 - no entry null
at_At3g04730 - no entry null
at_At3g22840 - mips_02_30 "early light-induced protein"
at_At3g09390 - no entry null
at_At4g27090 - no entry null
at_At4g29080 - no entry null
at_At5g20600 - no entry null
at_At5g57360 - mips_63_07 "FKF1-like protein 2 (gb|AAF32300.1)"
at_At5g57420 - no entry null
------------------
Rule 1949
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,rhizobiales) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,corynebacterineae),db_ref(_2,hamap) = 0
eval(_1,_2,9.0e-25-8.0e-10),species(_2,escherichia_coli),db_ref(_2,hamap) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,hydrolase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),desc(_2,alpha) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,clostridium),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,aeropyrum),db_ref(_2,pfam) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),keyword(_2,mitochondrion) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),classification(_2,eukaryota) = 1
-> class mips_05_01_01 "ribosomal proteins"
Evaluation on training data (4529 items):
at_At1g22780 mips_05_01 "putative 40S ribosomal protein S18"
mips_05_01_01
mips_05_04
mips_05_04_01
mips_63_03_03
at_At1g25350 - mips_04_03 "Unknown protein (At1g25350)"
mips_04_03_01
mips_05_04
mips_05_10
mips_06_10
mips_63_03_03
mips_63_11
at_At1g36730 mips_05_01 "putative protein"
mips_05_01_01
mips_05_04_01
mips_06_10
mips_62
mips_62_01
mips_62_01_07
at_At1g04270 mips_05 "putative 40S ribosomal protein S15"
mips_05_01
mips_05_01_01
mips_05_04
mips_06
mips_06_10
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_99
mips_40_03
mips_63
mips_63_03
mips_63_03_01
mips_63_03_03
mips_63_07
at_At1g04480 mips_05_01 "putative 60S ribosomal protein L17"
mips_05_01_01
mips_05_04
mips_06_10
at_At1g05190 mips_05_01 "putative chloroplast 50S ribosomal protein, L6"
mips_05_01_01
at_At1g67430 mips_05_01_01 "ribosomal protein L17-like protein"
at_At1g78630 mips_05_01 "unknown protein"
mips_05_01_01
mips_62_01
mips_62_01_07
mips_62_02_99
mips_63_03_03
at_At2g43030 mips_05_01_01 "50S ribosomal protein L3"
mips_40_10_07
at_At2g01250 - mips_05_07 "60S ribosomal protein L7"
mips_06
mips_06_10
mips_11_01_99
mips_13
mips_13_11
mips_13_11_03
mips_13_11_03_05
mips_13_11_99
mips_14_20
mips_20_25_16_99
mips_30
mips_30_03
mips_30_99
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
at_At1g07320 mips_05_01 "unknown protein"
mips_05_01_01
at_At2g04520 - mips_05 "putative translation initiation factor eIF-1A"
mips_05_04
mips_05_04_01
mips_14
mips_14_01
mips_14_01_01
mips_40_03
mips_40_27
mips_48
mips_62
mips_62_01
mips_62_01_07
mips_63_01
mips_63_03
mips_63_03_03
mips_63_19
mips_63_19_03
at_At2g17360 mips_03 "putative ribosomal protein S4"
mips_03_03
mips_03_03_01
mips_05
mips_05_01_01
mips_14
mips_14_04
mips_63_01
mips_63_02
mips_63_03
mips_63_03_03
at_At2g19720 mips_05_01_01 "40S ribosomal protein S15A"
at_At2g29570 - mips_03_01_05_01 "putative proliferating cell nuclear antigen, PCNA"
at_At2g32060 mips_05 "40S ribosomal protein S12"
mips_05_01
mips_05_01_01
mips_05_04
mips_14
mips_14_04
mips_25
mips_25_05
mips_40
mips_40_03
mips_40_07
mips_63
mips_63_03
mips_63_03_03
at_At2g44120 mips_05 "At2g44120/F6E13.25"
mips_05_01
mips_05_01_01
mips_05_07
mips_06
mips_06_10
mips_11
mips_11_01
mips_11_01_99
mips_13
mips_13_11
mips_13_11_03
mips_13_11_03_05
mips_13_11_99
mips_14
mips_20
mips_14_20
mips_20_25
mips_20_25_16
mips_20_25_16_99
mips_30
mips_30_03
mips_30_99
mips_40_03
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
mips_63
mips_63_03
at_At2g45330 - mips_04_03 "unknown protein"
mips_04_03_03
at_At3g07920 mips_05_01 "putative eukaryotic translation initiation factor 2 beta subunit (EIF-2-BETA)"
mips_05_01_01
mips_05_04_01
mips_05_07
mips_62_01
mips_62_01_07
mips_62_01_99
mips_62_02_03
mips_63_03_03
at_At3g09630 mips_05_01 "putative 60S ribosomal protein L1"
mips_05_01_01
mips_05_04
at_At3g11510 mips_05_01 "putative 40S ribosomal protein s14"
mips_05_01_01
mips_63_03_03
at_At3g11940 mips_05_01_01 "putative 40S ribosomal protein S5"
mips_06_10
mips_30_03
mips_30_99
mips_37
mips_37_03
mips_37_03_11
mips_37_03_11_05
mips_62_01_07
at_At3g13580 mips_05_01 "putative ribosomal protein"
mips_05_01_01
mips_05_04
mips_05_07
mips_06_10
mips_11_01_99
mips_13_11_03
mips_13_11_03_05
mips_13_11_99
mips_14_20
mips_20_25
mips_20_25_16
mips_20_25_16_99
mips_30_03
mips_30_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
at_At3g18740 mips_05_01 "60S ribosomal protein, putative"
mips_05_01_01
at_At3g22480 - mips_03_03 "prefoldin like protein"
mips_05
mips_06_01
mips_14_01
mips_14_01_03
mips_20
mips_30_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_At3g55620 - mips_05_04_01 "eukaryotic translation initiation factor 6 (EIF-6) - like protein"
mips_40_04_07
at_At3g57490 mips_05_01 "40S ribosomal protein S2 homolog"
mips_05_01_01
mips_48
mips_63_03_03
at_At4g02230 mips_05_01 "putative ribosomal protein L19"
mips_05_01_01
mips_14_01_03
mips_63_03_03
at_At4g13170 - mips_30_26 "ribosomal protein L13a like protein"
mips_30_26_03
mips_62_02_99
at_At4g14250 mips_05_01 "hypothetical protein"
mips_05_01_01
mips_05_04_01
mips_05_04_02
at_At4g16720 mips_05_01 "ribosomal protein"
mips_05_01_01
mips_05_04
mips_06_10
mips_63_03_03
at_At4g36130 mips_05 "putative ribosomal protein L8"
mips_05_01
mips_05_01_01
mips_05_04
mips_05_04_01
mips_05_04_02
mips_06_10
mips_14
mips_14_01
mips_14_01_01
mips_40_03
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_63_03
at_At5g20160 - mips_04_01 "ribosomal protein L7Ae-like"
mips_04_01_04
mips_04_05_05_01
mips_40_10_07
at_At5g20920 mips_05_01 "translation initiation factor eIF-2 beta chain - like protein"
mips_05_01_01
mips_05_04_01
mips_05_07
mips_62_01
mips_62_01_07
mips_62_01_99
mips_62_02_03
mips_63_03_03
at_At5g22100 - mips_04_01 "RNA 3'-terminal phosphate cyclase-like protein"
mips_04_01_04
mips_04_03
mips_04_03_03
mips_04_05_05
mips_04_99
mips_40_10_07
at_At5g22440 mips_05_01 "60S ribosomal protein L10A"
mips_05_01_01
mips_05_04
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_At5g27820 mips_05_01 "putative protein"
mips_05_01_01
mips_63_03_03
at_At5g27850 mips_05_01 "60S ribosomal protein - like"
mips_05_01_01
mips_47_03_11
mips_47_03_11_05
mips_47_03_11_07
mips_62_01
mips_62_01_07
mips_62_02_99
mips_63_03_03
at_At5g39740 - mips_40_10_07 "ribosomal protein L5 - like"
at_At5g46430 mips_05_01 "ribosomal protein L32"
mips_05_01_01
at_At5g59240 mips_05_01 "40S ribosomal protein S8 - like"
mips_05_01_01
at_At5g01940 - mips_05_04_01 "translation initiation factor eIF-2 beta chain-like protein"
mips_62_01_99
mips_62_02_03
at_At5g15520 mips_05 "40S RIBOSOMAL PROTEIN S19 - like"
mips_05_01_01
mips_06
mips_06_10
mips_14
mips_14_01
mips_14_01_01
mips_14_04
mips_14_04_07
mips_33_03_07
mips_33_03_99
mips_40
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_99
mips_63_01
mips_63_03
mips_63_03_03
at_At5g15750 mips_04_01 "ribosomal protein-like"
mips_04_01_04
mips_05_01
mips_05_01_01
mips_25_05_25
at_At5g67510 mips_05_01 "60S ribosomal protein L26"
mips_05_01_01
mips_63_03_03
Training Accuracy: 36/49 (73.47%)
Training Frequency class 'mips_05_01_01': 98/4529 (2.16%)
Evaluation on validation data (2278 items):
at_At1g26880 mips_05_01 "60s ribosomal protein L34"
mips_05_01_01
mips_05_04
at_At1g52370 mips_05_01 "chloroplast 50S ribosomal protein L22, putative"
mips_05_01_01
at_At1g58380 mips_05_01 "unknown protein"
mips_05_01_01
mips_48
mips_63_03_03
at_At2g09990 mips_05_01 "40S ribosomal protein S16"
mips_05_01_01
mips_30_03
mips_63_03_03
mips_63_07
at_At1g33140 mips_05_01 "ribosomal protein L9, putative"
mips_05_01_01
at_At2g18020 - mips_05_04_01 "60S ribosomal protein L2"
mips_05_04_02
mips_06_10
mips_14_01_01
at_At2g36160 mips_05_01 "40S ribosomal protein S14"
mips_05_01_01
mips_63_03_03
at_At2g39820 - mips_05_04_01 "putative translation initiation factor"
mips_40_04_07
at_At2g42650 mips_05_01 "putative protein"
mips_05_01_01
at_At3g52580 mips_05_01 "putative ribosomal protein S14"
mips_05_01_01
mips_05_04
mips_63_03_03
at_At3g62870 - mips_04_05_01_04_03 "60S RIBOSOMAL PROTEIN L7A protein"
mips_10_01_11
mips_11_01_09
mips_62_02_99
at_At3g24830 mips_05_01_01 "60S ribosomal protein, putative"
mips_30_26
mips_30_26_03
mips_62_01_07
mips_62_02_99
mips_63_03_03
at_At3g25520 mips_05_01 "ribosomal protein, putative"
mips_05_01_01
mips_40_10_07
mips_63_03_03
at_At3g49080 mips_05_01 "30S ribosomal protein S9 -like"
mips_05_01_01
mips_30_03
mips_63_03_03
mips_63_07
at_At4g10450 mips_05 "putative ribosomal protein L9, cytosolic"
mips_05_01
mips_05_01_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_03
mips_63_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_At4g18100 mips_05_01_01 "ribosomal protein L32 -like protein"
at_At4g29430 mips_05_01 "ribosomal protein S15a homolog"
mips_05_01_01
mips_05_04
at_At5g20290 mips_05_01 "unknown protein"
mips_05_01_01
at_At5g23600 - mips_04_03 "putative protein"
mips_04_03_03
at_At5g35680 - mips_05_04 "unknown protein"
mips_05_04_01
mips_14_01
mips_14_01_01
mips_40_27
mips_48
mips_62
mips_62_01
mips_62_01_07
mips_63_03_03
mips_63_19_03
at_At5g54600 mips_05 "50S ribosomal protein L24, chloroplast precursor"
mips_05_01
mips_05_01_01
mips_05_04
mips_40_16
at_At5g61170 mips_05 "40S ribsomal protein S19 - like"
mips_05_01_01
mips_06_10
mips_14_01
mips_14_01_01
mips_14_04_07
mips_33_03_07
mips_33_03_99
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_99
mips_63_03_03
Validation Accuracy: 18/23 (78.26%)
Validation Frequency class 'mips_05_01_01': 51/2278 (2.24%)
Evaluation on propertest data (3835 items):
at_At1g34030 - mips_05_04_01 "ribosomal protein S18 - like"
at_At1g43170 mips_05 "unknown protein"
mips_05_01
mips_05_01_01
mips_05_04
mips_40_03
mips_40_10_07
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_45_03_12_03
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_63_03
mips_63_03_03
at_At1g48350 mips_05_01_01 "putative protein"
at_At1g61580 - mips_40_10_07 "60s ribosomal protein L3"
mips_45_03_12
mips_45_03_12_01
mips_45_03_12_03
mips_47_03_03
mips_47_03_03_01
at_At1g06380 mips_05_01 "hypothetical protein"
mips_05_01_01
at_At1g80750 - mips_03_99 "ribosomal protein L7, putative"
mips_05_07
mips_11_01_99
mips_13_11_03
mips_13_11_03_05
mips_13_11_99
mips_14_20
mips_20_25_16_99
mips_30_03
mips_30_99
mips_62_02_01_02
mips_62_02_01_02_99
mips_62_02_99
at_At1g07370 - mips_03_01_03 "proliferating cellular nuclear antigen"
mips_03_01_05
mips_03_01_05_01
mips_40_10_99
at_At1g07770 mips_05_01 "Putative 40S ribosomal protein S15A"
mips_05_01_01
at_At1g08360 mips_05_01 "putative ribosomal protein L10"
mips_05_01_01
mips_05_04
at_At1g15930 mips_05 "unknown protein"
mips_05_01
mips_05_01_01
mips_05_04
mips_40_07
mips_63_03_03
at_At1g79850 mips_05 "30S ribosomal protein S17, chloroplast precursor (CS17)"
mips_05_01
mips_05_01_01
mips_05_04
mips_05_04_03
mips_06_10
mips_08
mips_40_16
at_At2g27530 mips_05_01_01 "60S ribosomal protein L10A"
at_At2g33370 mips_05_01 "60S ribosomal protein L23"
mips_05_01_01
at_At2g33800 mips_05_01 "30S ribosomal protein S5"
mips_05_01_01
mips_48
mips_63_03_03
at_At2g37270 mips_05_01 "40S ribosomal protein S5"
mips_05_01_01
mips_30_03
mips_30_99
mips_37
mips_37_03
mips_37_03_11
mips_37_03_11_05
mips_62_01
mips_62_01_07
mips_63_03_03
at_At2g44050 - mips_01_07_01 "6,7-dimethyl-8-ribityllumazine synthase precursor"
at_At2g47570 mips_05_01_01 "60S ribosomal protein L18"
mips_47_03_11
mips_47_03_11_05
mips_47_03_11_07
mips_62_01_07
mips_62_02_99
mips_63_03_03
at_At2g47610 - mips_04_05_01_04_03 "60S ribosomal protein L7A"
mips_10_01_11
mips_11_01_09
mips_62_02_01
mips_62_02_99
at_At3g03600 mips_05_01 "putative ribosomal protein S2"
mips_05_01_01
mips_05_04
mips_13_07
mips_14_01
mips_40_27
at_At3g04230 mips_05_01 "putative 40S ribosomal protein S16"
mips_05_01_01
mips_30_03
mips_63_03_03
mips_63_07
at_At3g05590 mips_05 "putative 60S ribosomal protein L18"
mips_05_01
mips_05_01_01
mips_05_04
mips_06_10
mips_40_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_05
mips_47_03_11_07
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_99
mips_63_01
mips_63_03
mips_63_03_03
at_At3g06580 - mips_01_05_04 "galactose kinase"
mips_01_20_01
at_At3g07110 mips_05 "putative 60S ribosomal protein L13A"
mips_05_01
mips_05_01_01
mips_05_04
mips_06_10
mips_30_26
mips_30_26_03
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_99
mips_63_03_03
at_At3g10950 mips_05_01 "putative 60S ribosomal protein L37a"
mips_05_01_01
mips_05_04
at_At3g13120 mips_05_01 "30S ribosomal protein S10, putative"
mips_05_01_01
mips_30_03
mips_30_99
mips_62_01
mips_62_01_07
mips_63_03_03
mips_63_07
at_At3g17465 - mips_40_10_07 "putative 50S ribosomal protein L3, 5' partial"
at_At3g18030 - mips_01_03_01 "HAL3A protein"
mips_01_03_04
mips_01_03_07
mips_01_07_01
mips_11_01_03
at_At3g20230 mips_05_01 "hypothetical protein"
mips_05_01_01
mips_63_03_03
at_At3g22450 mips_05_01 "hypothetical protein, 3' partial"
mips_05_01_01
mips_63_03_03
at_At3g45020 mips_05 "putative protein"
mips_05_01
mips_05_01_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_16
mips_63_03
mips_63_03_03
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_At3g46040 mips_05_01 "cytoplasmic ribosomal protein S15a -like"
mips_05_01_01
at_At3g49910 mips_05_01 "60S RIBOSOMAL PROTEIN - like"
mips_05_01_01
mips_63_03_03
at_At3g51190 mips_05_01_01 "ribosomal protein L8 homolog"
mips_05_04_01
mips_05_04_02
mips_06_10
mips_14_01
mips_14_01_01
at_At3g60770 mips_05 "ribosomal protein S13"
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
mips_63_03
mips_63_03_03
at_At3g02080 mips_05_01 "putative 40S ribosomal protein S19"
mips_05_01_01
mips_14_01_01
mips_14_04_07
mips_33
mips_33_03
mips_33_03_07
mips_33_03_99
mips_62_01
mips_62_01_07
mips_62_02_99
mips_63_03_03
at_At3g04840 mips_05_01 "putative 40S ribosomal protein S3A (S phase specific)"
mips_05_01_01
mips_14_04_03
mips_14_04_03_03
mips_63_03_03
at_At3g63490 mips_05 "chloroplast ribosomal L1 - like protein"
mips_05_01
mips_05_01_01
mips_05_04
mips_40_26
mips_40_26_03
at_At4g09800 mips_05_01 "S18.A ribosomal protein"
mips_05_01_01
mips_05_04_01
mips_63_03_03
at_At4g12600 - mips_04_05_05_01 "Ribosomal protein L7Ae -like"
mips_40_10_07
at_At4g22380 - mips_04_05_05_01 "Ribosomal protein L7Ae - like (fragment)"
mips_40_10_07
at_At4g25630 - mips_04_01 "fibrillarin - like protein"
mips_04_01_04
mips_04_05_05
mips_04_05_05_01
mips_40_10_07
at_At4g30800 - mips_05_04_03 "ribosomal protein S11 - like"
mips_62_01_07
mips_62_02_99
at_At4g34670 mips_05_01 "Putative S-phase-specific ribosomal protein"
mips_05_01_01
mips_63_03_03
at_At5g07090 mips_05_01 "ribosomal protein S4"
mips_05_01_01
mips_63_02
mips_63_03_03
at_At5g08180 mips_04_01 "nhp2-like protein"
mips_04_01_04
mips_04_05_01_04_03
mips_05_01
mips_05_01_01
mips_11_01_09
mips_62_01
mips_62_01_07
mips_62_02_99
mips_63_03_03
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_At5g09510 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_At5g15200 mips_05_01 "40S ribosomal protein - like"
mips_05_01_01
mips_63_03_03
mips_63_07
at_At5g45775 mips_05_01_01 "ribosomal protein L11-like"
at_At5g58420 mips_05_01_01 "ribosomal protein S4 - like"
mips_63_02
at_At5g59850 mips_05_01 "cytoplasmic ribosomal protein S15a - like"
mips_05_01_01
at_At5g63070 mips_05_01 "40S ribosomal protein S15-like protein"
mips_05_01_01
mips_30_99
at_At5g02870 mips_05_01_01 "60S ribosomal protein - like"
at_At5g02960 mips_05_01 "unknown protein"
mips_05_01_01
at_At5g05920 - mips_01_01 "deoxyhypusine synthase"
mips_01_01_01
mips_01_01_01_07
mips_05
mips_05_04
mips_06_07
at_At5g13510 mips_01_03_16 "ribosomal protein L10-like"
mips_04_05_05
mips_05_01
mips_05_01_01
mips_63_03_03
at_At5g48760 mips_05_01 "60S ribosomal protein L13a"
mips_05_01_01
mips_30_26
mips_30_26_03
mips_62_01
mips_62_01_07
mips_62_02_99
mips_63_03_03
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: 45/59 (76.27%)
Propertest Frequency class 'mips_05_01_01': 103/3835 (2.69%)
New (unknown) data (2278 items):
at_At1g33120 - no entry null
at_At1g36240 - no entry null
at_At1g43860 - no entry null
at_At1g69620 - no entry null
at_At1g72880 - no entry null
at_At1g74970 - mips_06_10 "putative ribosomal protein S9"
mips_30_03
at_At2g20060 - no entry null
at_At2g39590 - no entry null
at_At4g01310 - no entry null
at_At5g39850 - no entry null
at_At5g43640 - mips_30_99 "40S ribosomal protein S15"
at_At5g16870 - no entry null
at_At5g66950 - no entry null
at_At1g02780 - no entry null
at_At2g18400 - no entry null
at_At3g16780 - mips_06_10 "putative ribosomal protein"
at_At3g29010 - no entry null
at_At4g14930 - no entry null
at_At4g28360 - no entry null
at_At5g51740 - no entry null
at_At1g27400 - no entry null
at_At2g25280 - no entry null
at_At2g41840 - mips_48 "40S ribosomal protein S2"
at_At2g42740 - no entry null
at_At3g03010 - no entry null
at_At3g04400 - mips_06_10 "60S ribosomal protein L17"
at_At3g04770 - mips_13_07 "40S ribosomal protein"
at_At3g58700 - no entry null
at_At3g09680 - no entry null
at_At4g18730 - no entry null
at_At4g00100 - no entry null
at_At5g09500 - mips_06_10 "ribosomal protein S15-like"
mips_30_99
at_At5g18380 - mips_30_03 "40S RIBOSOMAL PROTEIN S16"
at_At5g46160 - no entry null
------------------
Rule 1939
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,rhizobiales) = 0
eval(_1,_2,4.0e-3-0.1),mol_wt(_2,38820.0-54204.0),classification(_2,staphylococcus) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,trypanosoma),db_ref(_2,prints) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,genew) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,hydrolase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),desc(_2,alpha) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria),desc(_2,probable) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,aeropyrum),db_ref(_2,pfam) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),classification(_2,eukaryota) = 1
-> class mips_63_03_03 "RNA binding"
Evaluation on training data (4529 items):
at_At1g22780 mips_05_01 "putative 40S ribosomal protein S18"
mips_05_01_01
mips_05_04
mips_05_04_01
mips_63_03_03
at_At1g25350 mips_04_03 "Unknown protein (At1g25350)"
mips_04_03_01
mips_05_04
mips_05_10
mips_06_10
mips_63_03_03
mips_63_11
at_At1g36730 - mips_05_01 "putative protein"
mips_05_01_01
mips_05_04_01
mips_06_10
mips_62
mips_62_01
mips_62_01_07
at_At1g04270 mips_05 "putative 40S ribosomal protein S15"
mips_05_01
mips_05_01_01
mips_05_04
mips_06
mips_06_10
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_99
mips_40_03
mips_63
mips_63_03
mips_63_03_01
mips_63_03_03
mips_63_07
at_At1g04480 - mips_05_01 "putative 60S ribosomal protein L17"
mips_05_01_01
mips_05_04
mips_06_10
at_At1g05190 - mips_05_01 "putative chloroplast 50S ribosomal protein, L6"
mips_05_01_01
at_At1g67430 - mips_05_01_01 "ribosomal protein L17-like protein"
at_At1g78630 mips_05_01 "unknown protein"
mips_05_01_01
mips_62_01
mips_62_01_07
mips_62_02_99
mips_63_03_03
at_At1g07320 - mips_05_01 "unknown protein"
mips_05_01_01
at_At2g04520 mips_05 "putative translation initiation factor eIF-1A"
mips_05_04
mips_05_04_01
mips_14
mips_14_01
mips_14_01_01
mips_40_03
mips_40_27
mips_48
mips_62
mips_62_01
mips_62_01_07
mips_63_01
mips_63_03
mips_63_03_03
mips_63_19
mips_63_19_03
at_At2g17360 mips_03 "putative ribosomal protein S4"
mips_03_03
mips_03_03_01
mips_05
mips_05_01_01
mips_14
mips_14_04
mips_63_01
mips_63_02
mips_63_03
mips_63_03_03
at_At2g19720 - mips_05_01_01 "40S ribosomal protein S15A"
at_At2g32060 mips_05 "40S ribosomal protein S12"
mips_05_01
mips_05_01_01
mips_05_04
mips_14
mips_14_04
mips_25
mips_25_05
mips_40
mips_40_03
mips_40_07
mips_63
mips_63_03
mips_63_03_03
at_At3g07920 mips_05_01 "putative eukaryotic translation initiation factor 2 beta subunit (EIF-2-BETA)"
mips_05_01_01
mips_05_04_01
mips_05_07
mips_62_01
mips_62_01_07
mips_62_01_99
mips_62_02_03
mips_63_03_03
at_At3g09630 - mips_05_01 "putative 60S ribosomal protein L1"
mips_05_01_01
mips_05_04
at_At3g11510 mips_05_01 "putative 40S ribosomal protein s14"
mips_05_01_01
mips_63_03_03
at_At3g11940 - mips_05_01_01 "putative 40S ribosomal protein S5"
mips_06_10
mips_30_03
mips_30_99
mips_37
mips_37_03
mips_37_03_11
mips_37_03_11_05
mips_62_01_07
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_At3g55620 - mips_05_04_01 "eukaryotic translation initiation factor 6 (EIF-6) - like protein"
mips_40_04_07
at_At3g57490 mips_05_01 "40S ribosomal protein S2 homolog"
mips_05_01_01
mips_48
mips_63_03_03
at_At4g02230 mips_05_01 "putative ribosomal protein L19"
mips_05_01_01
mips_14_01_03
mips_63_03_03
at_At4g13170 - mips_30_26 "ribosomal protein L13a like protein"
mips_30_26_03
mips_62_02_99
at_At4g14250 - mips_05_01 "hypothetical protein"
mips_05_01_01
mips_05_04_01
mips_05_04_02
at_At4g16720 mips_05_01 "ribosomal protein"
mips_05_01_01
mips_05_04
mips_06_10
mips_63_03_03
at_At4g36130 - mips_05 "putative ribosomal protein L8"
mips_05_01
mips_05_01_01
mips_05_04
mips_05_04_01
mips_05_04_02
mips_06_10
mips_14
mips_14_01
mips_14_01_01
mips_40_03
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_63_03
at_At5g20920 mips_05_01 "translation initiation factor eIF-2 beta chain - like protein"
mips_05_01_01
mips_05_04_01
mips_05_07
mips_62_01
mips_62_01_07
mips_62_01_99
mips_62_02_03
mips_63_03_03
at_At5g22440 - mips_05_01 "60S ribosomal protein L10A"
mips_05_01_01
mips_05_04
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_At5g27820 mips_05_01 "putative protein"
mips_05_01_01
mips_63_03_03
at_At5g27850 mips_05_01 "60S ribosomal protein - like"
mips_05_01_01
mips_47_03_11
mips_47_03_11_05
mips_47_03_11_07
mips_62_01
mips_62_01_07
mips_62_02_99
mips_63_03_03
at_At5g39740 - mips_40_10_07 "ribosomal protein L5 - like"
at_At5g46430 - mips_05_01 "ribosomal protein L32"
mips_05_01_01
at_At5g59240 - mips_05_01 "40S ribosomal protein S8 - like"
mips_05_01_01
at_At5g15520 mips_05 "40S RIBOSOMAL PROTEIN S19 - like"
mips_05_01_01
mips_06
mips_06_10
mips_14
mips_14_01
mips_14_01_01
mips_14_04
mips_14_04_07
mips_33_03_07
mips_33_03_99
mips_40
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_99
mips_63_01
mips_63_03
mips_63_03_03
at_At5g67510 mips_05_01 "60S ribosomal protein L26"
mips_05_01_01
mips_63_03_03
Training Accuracy: 19/37 (51.35%)
Training Frequency class 'mips_63_03_03': 100/4529 (2.21%)
Evaluation on validation data (2278 items):
at_At1g26880 - mips_05_01 "60s ribosomal protein L34"
mips_05_01_01
mips_05_04
at_At1g52370 - mips_05_01 "chloroplast 50S ribosomal protein L22, putative"
mips_05_01_01
at_At2g09990 mips_05_01 "40S ribosomal protein S16"
mips_05_01_01
mips_30_03
mips_63_03_03
mips_63_07
at_At1g33140 - mips_05_01 "ribosomal protein L9, putative"
mips_05_01_01
at_At2g18020 - mips_05_04_01 "60S ribosomal protein L2"
mips_05_04_02
mips_06_10
mips_14_01_01
at_At2g36160 mips_05_01 "40S ribosomal protein S14"
mips_05_01_01
mips_63_03_03
at_At2g39820 - mips_05_04_01 "putative translation initiation factor"
mips_40_04_07
at_At3g52580 mips_05_01 "putative ribosomal protein S14"
mips_05_01_01
mips_05_04
mips_63_03_03
at_At3g24830 mips_05_01_01 "60S ribosomal protein, putative"
mips_30_26
mips_30_26_03
mips_62_01_07
mips_62_02_99
mips_63_03_03
at_At3g25520 mips_05_01 "ribosomal protein, putative"
mips_05_01_01
mips_40_10_07
mips_63_03_03
at_At3g49080 mips_05_01 "30S ribosomal protein S9 -like"
mips_05_01_01
mips_30_03
mips_63_03_03
mips_63_07
at_At4g10450 - mips_05 "putative ribosomal protein L9, cytosolic"
mips_05_01
mips_05_01_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_03
mips_63_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_At4g18100 - mips_05_01_01 "ribosomal protein L32 -like protein"
at_At4g29430 - mips_05_01 "ribosomal protein S15a homolog"
mips_05_01_01
mips_05_04
at_At5g20290 - mips_05_01 "unknown protein"
mips_05_01_01
at_At5g27470 - mips_04_03 "seryl-tRNA synthetase"
mips_04_03_03
mips_05_10
at_At5g35680 mips_05_04 "unknown protein"
mips_05_04_01
mips_14_01
mips_14_01_01
mips_40_27
mips_48
mips_62
mips_62_01
mips_62_01_07
mips_63_03_03
mips_63_19_03
at_At5g54600 - mips_05 "50S ribosomal protein L24, chloroplast precursor"
mips_05_01
mips_05_01_01
mips_05_04
mips_40_16
at_At5g61170 mips_05 "40S ribsomal protein S19 - like"
mips_05_01_01
mips_06_10
mips_14_01
mips_14_01_01
mips_14_04_07
mips_33_03_07
mips_33_03_99
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_99
mips_63_03_03
Validation Accuracy: 9/20 (45.00%)
Validation Frequency class 'mips_63_03_03': 55/2278 (2.41%)
Evaluation on propertest data (3835 items):
at_At1g34030 - mips_05_04_01 "ribosomal protein S18 - like"
at_At1g48350 - mips_05_01_01 "putative protein"
at_At1g06380 - mips_05_01 "hypothetical protein"
mips_05_01_01
at_At1g07370 - mips_03_01_03 "proliferating cellular nuclear antigen"
mips_03_01_05
mips_03_01_05_01
mips_40_10_99
at_At1g07770 - mips_05_01 "Putative 40S ribosomal protein S15A"
mips_05_01_01
at_At1g08360 - mips_05_01 "putative ribosomal protein L10"
mips_05_01_01
mips_05_04
at_At1g15930 mips_05 "unknown protein"
mips_05_01
mips_05_01_01
mips_05_04
mips_40_07
mips_63_03_03
at_At1g79850 - mips_05 "30S ribosomal protein S17, chloroplast precursor (CS17)"
mips_05_01
mips_05_01_01
mips_05_04
mips_05_04_03
mips_06_10
mips_08
mips_40_16
at_At2g27530 - mips_05_01_01 "60S ribosomal protein L10A"
at_At2g33370 - mips_05_01 "60S ribosomal protein L23"
mips_05_01_01
at_At2g33800 mips_05_01 "30S ribosomal protein S5"
mips_05_01_01
mips_48
mips_63_03_03
at_At2g37270 mips_05_01 "40S ribosomal protein S5"
mips_05_01_01
mips_30_03
mips_30_99
mips_37
mips_37_03
mips_37_03_11
mips_37_03_11_05
mips_62_01
mips_62_01_07
mips_63_03_03
at_At2g44050 - mips_01_07_01 "6,7-dimethyl-8-ribityllumazine synthase precursor"
at_At2g47570 mips_05_01_01 "60S ribosomal protein L18"
mips_47_03_11
mips_47_03_11_05
mips_47_03_11_07
mips_62_01_07
mips_62_02_99
mips_63_03_03
at_At3g03600 - mips_05_01 "putative ribosomal protein S2"
mips_05_01_01
mips_05_04
mips_13_07
mips_14_01
mips_40_27
at_At3g04230 mips_05_01 "putative 40S ribosomal protein S16"
mips_05_01_01
mips_30_03
mips_63_03_03
mips_63_07
at_At3g04600 mips_05_10 "putative tryptophanyl-tRNA synthetase"
mips_63_03_03
mips_63_11
at_At3g05590 mips_05 "putative 60S ribosomal protein L18"
mips_05_01
mips_05_01_01
mips_05_04
mips_06_10
mips_40_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_05
mips_47_03_11_07
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_99
mips_63_01
mips_63_03
mips_63_03_03
at_At3g06580 - mips_01_05_04 "galactose kinase"
mips_01_20_01
at_At3g07110 mips_05 "putative 60S ribosomal protein L13A"
mips_05_01
mips_05_01_01
mips_05_04
mips_06_10
mips_30_26
mips_30_26_03
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_99
mips_63_03_03
at_At3g10950 - mips_05_01 "putative 60S ribosomal protein L37a"
mips_05_01_01
mips_05_04
at_At3g13120 mips_05_01 "30S ribosomal protein S10, putative"
mips_05_01_01
mips_30_03
mips_30_99
mips_62_01
mips_62_01_07
mips_63_03_03
mips_63_07
at_At3g20230 mips_05_01 "hypothetical protein"
mips_05_01_01
mips_63_03_03
at_At3g45020 mips_05 "putative protein"
mips_05_01
mips_05_01_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_16
mips_63_03
mips_63_03_03
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_At3g46040 - mips_05_01 "cytoplasmic ribosomal protein S15a -like"
mips_05_01_01
at_At3g49910 mips_05_01 "60S RIBOSOMAL PROTEIN - like"
mips_05_01_01
mips_63_03_03
at_At3g51190 - mips_05_01_01 "ribosomal protein L8 homolog"
mips_05_04_01
mips_05_04_02
mips_06_10
mips_14_01
mips_14_01_01
at_At3g60770 mips_05 "ribosomal protein S13"
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
mips_63_03
mips_63_03_03
at_At3g02080 mips_05_01 "putative 40S ribosomal protein S19"
mips_05_01_01
mips_14_01_01
mips_14_04_07
mips_33
mips_33_03
mips_33_03_07
mips_33_03_99
mips_62_01
mips_62_01_07
mips_62_02_99
mips_63_03_03
at_At3g04840 mips_05_01 "putative 40S ribosomal protein S3A (S phase specific)"
mips_05_01_01
mips_14_04_03
mips_14_04_03_03
mips_63_03_03
at_At4g09800 mips_05_01 "S18.A ribosomal protein"
mips_05_01_01
mips_05_04_01
mips_63_03_03
at_At4g25630 - mips_04_01 "fibrillarin - like protein"
mips_04_01_04
mips_04_05_05
mips_04_05_05_01
mips_40_10_07
at_At4g30800 - mips_05_04_03 "ribosomal protein S11 - like"
mips_62_01_07
mips_62_02_99
at_At4g34670 mips_05_01 "Putative S-phase-specific ribosomal protein"
mips_05_01_01
mips_63_03_03
at_At4g38880 - mips_01_01_01_01 "amidophosphoribosyltransferase - like protein"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_03_01
mips_01_03_01_03
at_At5g07090 mips_05_01 "ribosomal protein S4"
mips_05_01_01
mips_63_02
mips_63_03_03
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_At5g09510 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_At5g15200 mips_05_01 "40S ribosomal protein - like"
mips_05_01_01
mips_63_03_03
mips_63_07
at_At5g45775 - mips_05_01_01 "ribosomal protein L11-like"
at_At5g52470 - mips_04_01 "fibrillarin homolog (Fbr1)"
mips_04_01_04
mips_04_05_05_01
mips_40_10_07
at_At5g58420 - mips_05_01_01 "ribosomal protein S4 - like"
mips_63_02
at_At5g59850 - mips_05_01 "cytoplasmic ribosomal protein S15a - like"
mips_05_01_01
at_At5g63070 - mips_05_01 "40S ribosomal protein S15-like protein"
mips_05_01_01
mips_30_99
at_At5g05920 - mips_01_01 "deoxyhypusine synthase"
mips_01_01_01
mips_01_01_01_07
mips_05
mips_05_04
mips_06_07
at_At5g13510 mips_01_03_16 "ribosomal protein L10-like"
mips_04_05_05
mips_05_01
mips_05_01_01
mips_63_03_03
at_At5g48760 mips_05_01 "60S ribosomal protein L13a"
mips_05_01_01
mips_30_26
mips_30_26_03
mips_62_01
mips_62_01_07
mips_62_02_99
mips_63_03_03
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: 25/49 (51.02%)
Propertest Frequency class 'mips_63_03_03': 100/3835 (2.61%)
New (unknown) data (2278 items):
at_At1g33120 - no entry null
at_At1g43860 - no entry null
at_At1g69620 - no entry null
at_At1g72880 - no entry null
at_At1g74970 - mips_06_10 "putative ribosomal protein S9"
mips_30_03
at_At2g20060 - no entry null
at_At2g39590 - no entry null
at_At4g01310 - no entry null
at_At5g39850 - no entry null
at_At5g43640 - mips_30_99 "40S ribosomal protein S15"
at_At5g16870 - no entry null
at_At1g02780 - no entry null
at_At2g18400 - no entry null
at_At3g16780 - mips_06_10 "putative ribosomal protein"
at_At4g14930 - no entry null
at_At4g28360 - no entry null
at_At1g27400 - no entry null
at_At2g25280 - no entry null
at_At2g41840 - mips_48 "40S ribosomal protein S2"
at_At2g42740 - no entry null
at_At3g03010 - no entry null
at_At3g04400 - mips_06_10 "60S ribosomal protein L17"
at_At3g58700 - no entry null
at_At4g18730 - no entry null
at_At4g00100 - no entry null
at_At5g09500 - mips_06_10 "ribosomal protein S15-like"
mips_30_99
at_At5g18380 - mips_30_03 "40S RIBOSOMAL PROTEIN S16"
at_At5g46160 - no entry null
------------------
Rule 2798
eval(_1,_2,0.0-9.0e-25),classification(_2,entamoebidae) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,caprinae),keyword(_2,transmembrane) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,bacteria),desc(_2,type) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,kinetoplastida),keyword(_2,mitochondrion) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,streptomyces),keyword(_2,phosphorylation) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,haemophilus_influenzae),keyword(_2,hypothetical_protein) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),desc(_2,precursor) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,bacillus),db_ref(_2,prodom) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,euryarchaeota),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 0
-> class mips_02_11_05 "accessory proteins of electron transport and membrane-associated energy conservation"
Evaluation on training data (4529 items):
at_At1g15820 mips_02_11_05 "putative protein"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
at_At1g19810 mips_02_11_05 "AAA ATPase, putative"
mips_04_09
mips_08_07
mips_25_05_25
mips_30_07
mips_30_08
at_At1g29910 mips_02 "chlorophyll a/b-binding protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At1g29930 mips_02_11 "putative protein"
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At1g61520 mips_02_11_05 "PSI type III chlorophyll a/b-binding protein"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At1g06430 - mips_02_16 "cell division protease FtsH, putative"
mips_02_16_17
mips_03_03_03
mips_06_01
mips_06_10
mips_06_13_99
mips_11_01_03
mips_11_01_05
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_07
mips_40_26
mips_40_26_03
mips_63_17
mips_63_17_09
mips_63_19_03
at_At1g79560 - mips_02_16 "FtsH like cell division protein"
mips_02_16_17
mips_03_03_03
mips_06_01
mips_06_04
mips_06_13
mips_06_13_99
mips_11_01_03
mips_11_01_05
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_63_17_09
at_At3g47060 - mips_02_13 "FtsH metalloprotease - like protein"
mips_03_99
mips_06_13_99
at_At2g18330 mips_02_11_05 "AAA-type like ATPase"
at_At2g20140 mips_02_11_05 "26S proteasome subunit 4"
mips_06_13_01
mips_06_13_01_01
mips_30_07
mips_30_08
at_At1g09100 - mips_04_05_01_04_01 "putative 26S protease regulatory subunit 6A"
mips_04_05_01_04_03
mips_04_05_01_04_99
mips_04_99
mips_06_13_01
mips_06_13_01_01
mips_06_13_99
at_At2g27600 - mips_06_04 "putative AAA-type ATPase"
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_08
mips_08_07
mips_08_13
mips_30_08
mips_30_25
mips_40_22
at_At2g34420 mips_02 "photosystem II type I chlorophyll a/b binding protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At2g34430 mips_02_11 "putative photosystem II type I chlorophyll a/b binding protein."
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At2g39730 mips_02_11 "Rubisco activase"
mips_02_11_05
mips_04_09
mips_08_07
mips_25_05_25
mips_30_04
mips_30_07
mips_30_08
at_At2g46620 mips_02_11_05 "putative protein"
mips_02_13
mips_02_13_03
mips_06_13_01
mips_06_13_01_01
mips_20_25_07
at_At3g08940 mips_02 "putative chlorophyll a/b-binding protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At3g19740 - mips_03_03_05 "ATPase, putative"
mips_03_03_05_01
mips_06_13_01
mips_06_13_01_01
at_At3g27690 mips_02 "putative chlorophyll A-B binding protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40
mips_40_26
mips_40_26_03
mips_67
mips_67_15
at_At3g28540 mips_02_11_05 "hypothetical protein"
mips_02_13
mips_02_13_03
mips_04_09
mips_06_13_01
mips_06_13_01_01
mips_30_07
mips_30_08
at_At3g28580 mips_02_11_05 "putative protein"
mips_04_09
mips_30_07
mips_30_08
at_At3g45450 - mips_03_03 "clpC-like protein"
mips_03_03_01
mips_06_01
mips_06_13
mips_06_13_99
mips_06_99
mips_08
mips_08_07
mips_11_01
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19_03
at_At3g61470 mips_02 "Lhca2 protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67
mips_67_15
at_At4g02470 mips_02_11 ""
mips_02_11_05
mips_04_09
mips_25_05_25
mips_30_04
mips_30_07
mips_30_08
at_At4g04910 mips_02 "putative component of vesicle-mediated transport"
mips_02_11
mips_02_11_05
mips_03_03
mips_03_03_01
mips_04_09
mips_08
mips_08_07
mips_25_05_25
mips_30_04
mips_30_07
mips_30_08
mips_40_07
mips_40_08
at_At4g10340 mips_02_11_05 "chlorophyll a/b-binding protein - like"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
at_At4g27680 mips_02_11_05 "unknown protein"
mips_06_13_01
mips_06_13_01_01
mips_08_07_25
mips_40_09
at_At4g28000 mips_02_11 "putative protein"
mips_02_11_05
mips_06_01
mips_06_13_01
at_At4g30250 mips_02_11_05 "putative protein"
mips_02_13
mips_02_13_03
mips_06_13_01
mips_06_13_01_01
mips_20_25_07
at_At5g01530 mips_02 "chlorophyll a/b-binding protein CP29"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At5g15250 - mips_02_13 "FtsH-like protein Pftf precursor - like"
mips_02_16
mips_02_16_17
mips_03_03_03
mips_06_01
mips_06_10
mips_06_13_99
mips_11_01_03
mips_11_01_05
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_07
mips_40_26
mips_40_26_03
mips_63_17_09
mips_63_19_03
at_At5g17730 mips_02_11 "BCS1 - like protein"
mips_02_11_05
mips_02_13
mips_02_13_03
mips_03_03
mips_03_03_01
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_40_16
at_At5g17740 mips_02_11 "BCS1 - like protein"
mips_02_11_05
mips_02_13
mips_02_13_03
mips_06_01
mips_06_10
mips_06_13_99
mips_40_07
at_At5g17760 mips_02_11_05 "BCS1 - like protein"
mips_02_13
mips_02_13_03
mips_04_09
mips_30_07
mips_30_08
at_At5g19990 - mips_06_10 "26S proteasome AAA-ATPase subunit RPT6a"
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_20
mips_20_25
mips_20_25_07
mips_48
mips_63_19_03
at_At5g22330 - mips_03_01_05 "Ruv DNA-helicase-like protein"
mips_03_01_05_01
mips_03_01_05_03
mips_03_03_02
mips_06_01
mips_25_05_25
mips_48
mips_62
mips_62_01
mips_62_01_07
at_At5g42270 - mips_02_16 "cell division protein FtsH"
mips_02_16_17
mips_03_03_03
mips_03_99
mips_06_01
mips_06_13_99
mips_11_01_03
mips_11_01_05
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_26
mips_40_26_03
mips_63_17_09
mips_63_19_03
at_At5g49840 - mips_06_13_01 "CLP protease regulatory subunit CLPX-like"
mips_06_13_01_01
mips_11_01_05
mips_63_01
at_At5g51070 - mips_06_13_99 "Erd1 protein precursor (sp|P42762)"
mips_06_99
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19_03
at_At5g53350 - mips_11_01_05 "ATP-dependent Clp protease regulatory subunit CLPX"
at_At5g66130 mips_02_11 "AtRAD17 (dbj|BAA90479.1)"
mips_02_11_05
mips_02_16
mips_02_16_17
mips_03_01_05
mips_03_01_05_01
mips_03_03_03
mips_04_09
mips_06_13_99
mips_11_01_03
mips_11_01_05
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_04
mips_30_07
mips_30_08
mips_63_17_09
mips_63_19_03
at_At5g08470 mips_02 "putative protein"
mips_02_11
mips_02_11_05
mips_03_03
mips_03_03_01
mips_04_09
mips_06_04
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_08
mips_08_07
mips_08_07_25
mips_25_05_25
mips_30_04
mips_30_07
mips_30_08
mips_40_07
mips_40_08
mips_40_09
at_At1g77620 - mips_03 "hypothetical protein"
mips_03_03
mips_03_03_05
mips_03_03_05_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_09
mips_06
mips_06_01
mips_06_04
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_30
mips_30_04
mips_30_07
mips_30_08
mips_40_03
mips_40_07
mips_40_10
mips_63
mips_63_19
mips_98
at_At4g04180 mips_02_11 "putative vesicle transfer ATPase"
mips_02_11_05
mips_04_09
mips_08_07
mips_25_05_25
mips_30_04
mips_30_07
mips_30_08
Training Accuracy: 29/44 (65.91%)
Training Frequency class 'mips_02_11_05': 75/4529 (1.66%)
Evaluation on validation data (2278 items):
at_At1g29920 mips_02_11 "chlorophyll a/b-binding protein"
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At1g45000 - mips_03_03_01 "similar to 26S proteasome AAA-ATPase subunit RPT4a gb|AAF22524.1; similar to ESTs dbj|AB015110.1, gb|AW443504.1, gb|AI732054.1, gb|AW030587.1, gb|AI812922.1, gb|AW442076.1, gb|AI997275.1, emb|Z17563.1"
mips_06_10
mips_06_13
mips_06_13_01
mips_06_13_01_01
at_At1g50140 mips_02_11_05 "hypothetical protein, 5' partial"
mips_03_03_05
mips_03_03_05_01
mips_06_01
mips_08_07
at_At1g03000 mips_02_11_05 "putative peroxisome assembly factor-2"
mips_04_09
mips_06_13_01
mips_06_13_01_01
mips_08_07_25
mips_30_07
mips_30_08
mips_40_09
at_At1g07160 - mips_10_01_05 "hypothetical protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g53780 mips_02 "hypothetical protein"
mips_02_11
mips_02_11_05
mips_03_03
mips_03_03_01
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_08
mips_08_07
mips_20
at_At2g18190 mips_02_11_05 "putative AAA-type ATPase"
mips_08_07
mips_10
at_At2g03670 mips_02 "putative AAA-type ATPase"
mips_02_11
mips_02_11_05
mips_03
mips_03_03
mips_03_03_01
mips_04_09
mips_06_01
mips_06_13
mips_06_13_01
mips_08
mips_10_01
mips_10_01_01
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_07
mips_30_08
mips_63_19
at_At3g53230 mips_02_11_05 "CDC48 - like protein"
mips_04_09
mips_06_13_01
mips_06_13_01_01
mips_08_07
mips_08_07_25
mips_25_05_25
mips_30_07
mips_30_08
mips_40_08
mips_40_09
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_At3g27440 - mips_01_03_04 "uridine kinase/uracil phosphoribosyl transferas, putative"
mips_01_03_04_03
mips_01_04_01
mips_01_04_04
mips_63_19_05
mips_63_19_99
at_At3g47470 mips_02_11 "light-harvesting chlorophyll a/b-binding protein (Cab4)"
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
at_At3g48870 - mips_04 "AtClpC"
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_01
mips_06_13
mips_06_13_99
mips_06_99
mips_11
mips_11_01
mips_11_01_05
mips_40
mips_40_26
mips_40_26_03
mips_63_19
mips_63_19_03
at_At4g23940 - mips_02_16 "cell division protein - like"
mips_02_16_17
mips_03_03_03
mips_06_13_99
mips_11_01_03
mips_11_01_05
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_63_19_03
at_At4g24710 mips_02_11 "putative protein binding protein"
mips_02_11_05
mips_04_05_01_04_99
mips_06_13_01
mips_08_07
at_At4g24850 mips_02_11_05 "putative protein"
mips_04_09
mips_30_07
mips_30_08
at_At4g30490 - mips_63_19 "putative protein"
mips_67
mips_67_50
mips_67_50_22
at_At4g39540 - mips_01 "shikimate kinase - like protein"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_40_03
at_At5g40000 - mips_06_13_01 "putative protein"
mips_06_13_01_01
mips_20_25_07
mips_48
mips_63_19_03
at_At5g53170 - mips_02_13 "cell division protein FtsH protease-like"
mips_02_16
mips_02_16_17
mips_03_03_03
mips_06_01
mips_06_10
mips_06_13_99
mips_11_01_03
mips_11_01_05
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_07
mips_63_17
mips_63_17_09
mips_63_19_03
at_At5g54270 mips_02_11 "Lhcb3 chlorophyll a/b binding protein (gb|AAD28773.1)"
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67_15
Validation Accuracy: 11/21 (52.38%)
Validation Frequency class 'mips_02_11_05': 26/2278 (1.14%)
Evaluation on propertest data (3835 items):
at_At1g02890 mips_02 "hypothetical protein"
mips_02_11
mips_02_11_05
mips_04
mips_04_09
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_07
mips_30_08
mips_63
mips_63_19
mips_98
at_At1g53750 - mips_03_01_05_01 "26S proteasome ATPase subunit"
mips_06_13_01
mips_06_13_01_01
at_At1g62130 - mips_03_03_05 "hypothetical protein"
mips_03_03_05_01
mips_06_13_01
mips_06_13_01_01
at_At1g76570 mips_02_11_05 "putative chlorophyll A-B binding protein"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
at_At2g05070 mips_02_11_05 "putative chlorophyll a/b binding protein"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
at_At2g05100 mips_02_11_05 "putative chlorophyll a/b binding protein"
mips_02_13
mips_02_13_03
mips_40
mips_40_26
mips_40_26_03
mips_67
mips_67_15
at_At2g25030 - mips_06_13 "putative ATP-dependent CLPB protein"
mips_06_13_99
mips_06_99
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19
mips_63_19_03
at_At2g26140 - mips_02_13 "FtsH like protease"
mips_06_13_99
at_At2g30950 - mips_02_16 "zinc dependent protease (VAR2)"
mips_02_16_17
mips_03_03_03
mips_06_13_99
mips_11_01_03
mips_11_01_05
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_26
mips_40_26_03
mips_63_19_03
at_At2g34560 - mips_03_03_05 "katanin like protein"
mips_03_03_05_01
mips_04_09
mips_25_05_25
mips_30_07
mips_30_08
at_At2g40100 mips_02 "putative chlorophyll a/b binding protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
mips_67
mips_67_15
at_At2g45500 - mips_03_03_01_01 "hypothetical protein"
mips_03_03_04
mips_03_03_04_07
mips_03_03_05
mips_03_03_05_01
mips_06_01
mips_06_13_01
mips_06_13_01_01
at_At3g03940 - mips_01_05_04 "putative casein kinase"
mips_14_10
mips_14_10_02
at_At3g04340 mips_02_11_05 "unknown protein"
mips_03
mips_03_03
mips_03_03_01
mips_04_09
mips_10_01
mips_10_01_01
mips_25_05
mips_30
mips_30_07
mips_30_08
mips_63_19
at_At3g05530 - mips_04_05_01_04_01 "26S proteasome AAA-ATPase subunit RPT5a"
mips_04_05_01_04_03
mips_04_05_01_04_99
mips_04_99
mips_06_13_01
mips_06_13_01_01
mips_06_13_99
at_At3g16290 mips_02 "putative FtsH-like metalloprotease"
mips_02_11
mips_02_11_05
mips_03_03
mips_03_03_01
mips_06_04
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_08
mips_08_07
mips_08_07_25
mips_40_07
mips_40_08
mips_40_09
at_At3g24530 mips_02_11_05 "unknown protein"
mips_06_13_01
mips_08_07
at_At3g28520 mips_02 "hypothetical protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_40_16
at_At3g28600 mips_02_11_05 "unknown protein"
mips_02_13
mips_02_13_03
mips_06_13_01
mips_06_13_01_01
at_At3g50940 mips_02_11_05 "BCS1 protein-like protein"
mips_02_13
mips_02_13_03
mips_06_13_01
mips_06_13_01_01
mips_10_01_05_01
mips_10_01_05_03
mips_14_01_01
at_At4g05340 - mips_06_13_01 "putative protein"
mips_06_13_01_01
mips_08_07
mips_40_07
at_At4g05380 mips_02_11_05 "putative protein"
mips_03_03_01
mips_04_09
mips_06_01
mips_06_13
mips_06_13_01
mips_30_07
mips_30_08
at_At3g01610 mips_02_11 "putative cell division control protein"
mips_02_11_05
mips_06_13_01
mips_06_13_01_01
mips_08_07
mips_40_07
mips_40_08
at_At3g02450 mips_02_11 "cell division protein FtsH-like protein"
mips_02_11_05
mips_04_09
mips_30_04
mips_30_07
mips_30_08
at_At3g09840 mips_02_11 "putative transitional endoplasmic reticulum ATPase"
mips_02_11_05
mips_04_09
mips_06_13_01
mips_06_13_01_01
mips_08_07_25
mips_25_05_25
mips_30_04
mips_30_07
mips_30_08
mips_40_07
mips_40_09
at_At4g29040 - mips_06_13_01 "26S proteasome AAA-ATPase subunit RPT2a"
mips_06_13_01_01
at_At5g17750 mips_02_11_05 "BCS1 - like protein"
mips_02_13
mips_02_13_03
mips_06_13_01
mips_06_13_01_01
mips_08_07
at_At5g28450 mips_02_11_05 "PS I antenna protein Lhca2 fragment"
mips_02_13
mips_02_13_03
mips_40_26
mips_40_26_03
at_At5g40010 mips_02_11 "putative protein"
mips_02_11_05
mips_04_09
mips_08_07
mips_25_05_25
mips_30_04
mips_30_07
mips_30_08
at_At5g43010 - mips_03_03 "26S proteasome AAA-ATPase subunit RPT4a (gb|AAF22524.1)"
mips_03_03_01
mips_06_10
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_03
mips_14_01
mips_14_01_01
mips_62
mips_62_01
mips_62_01_05
at_At5g50920 - mips_06_01 "ATP-dependent Clp protease, ATP-binding subunit"
mips_06_13
mips_06_13_99
mips_06_99
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19
mips_63_19_03
at_At5g53540 mips_02_11 "26S proteasome regulatory particle chain RPT6-like protein"
mips_02_11_05
mips_04_09
mips_08_07
mips_25_05_25
mips_30_04
mips_30_07
mips_30_08
at_At5g57480 mips_02 "putative protein"
mips_02_11
mips_02_11_05
mips_02_13
mips_02_13_03
mips_06
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_40
mips_40_03
mips_40_10
mips_40_16
mips_63
mips_63_19
mips_99
at_At5g58870 - mips_03_99 "cell division protein - like"
mips_06_13_99
mips_25_05_13
mips_33_03_13
mips_35_03_17
at_At5g64580 - mips_02_13 "unknown protein"
mips_06_01
mips_06_10
mips_06_13_99
mips_33_03_13
mips_40_26
mips_40_26_03
at_At5g03340 mips_02_11_05 "transitional endoplasmic reticulum ATPase"
mips_03
mips_03_03_01
mips_04_09
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_08_07_25
mips_10_01_01
mips_14_04
mips_25_05
mips_30_07
mips_30_08
mips_40_09
mips_63_19
Propertest Accuracy: 21/36 (58.33%)
Propertest Frequency class 'mips_02_11_05': 61/3835 (1.59%)
New (unknown) data (2278 items):
at_At1g04730 - no entry null
at_At1g67820 - no entry null
at_At2g42210 - mips_30_16 "unknown protein"
at_At3g56690 - mips_04_09 "calmodulin-binding protein"
mips_30_07
mips_30_08
at_At3g62880 - no entry null
at_At4g16160 - mips_08_02 "pore protein homolog"
mips_67_10
at_At5g27290 - no entry null
at_At5g55510 - mips_30_16 "putative protein"
at_At1g64110 - mips_04_09 "unknown protein"
mips_30_04
mips_30_07
mips_30_08
at_At1g72750 - mips_30_16 "inner mitochondrial membrane protein"
at_At1g73110 - no entry null
at_At3g26900 - no entry null
at_At5g11690 - mips_30_16 "membrane translocase - like protein"
at_At5g63000 - no entry null
at_At1g56180 - no entry null
at_At2g28900 - mips_30_16 "putative membrane channel protein"
at_At2g35500 - no entry null
at_At3g04800 - mips_30_16 "putative inner mitochondrial membrane protein"
at_At3g10110 - mips_08_04 "hypothetical protein"
mips_30_16
at_At4g25830 - no entry null
at_At4g26670 - mips_30_16 "unknown protein"
at_At5g24650 - no entry null
------------------
Rule 2259
eval(_1,_2,4.0e-3-0.1),classification(_2,paramyxoviridae) = 0
eval(_1,_2,8.0e-10-2.0e-5),species(_2,haemophilus_influenzae),keyword(_2,hydrolase) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,staphylococcus),desc(_2,precursor) = 0
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),db_ref(_2,smart) = 1
eval(_1,_2,0.0-9.0e-25),db_ref(_2,interpro),desc(_2,probable) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,genew) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),keyword(_2,mitochondrion) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,atp_binding) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,campanulids) = 0
-> class mips_04_05_05 "mRNA processing (splicing, 5'-, 3'-end processing)"
Evaluation on training data (4529 items):
at_At1g16280 mips_04_05_05 "putative ATP-dependent RNA helicase"
mips_04_05_05_11
mips_05_04
mips_05_04_01
mips_14_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At1g27900 mips_04_05_05 "ATP-dependent RNA helicase (At1g27900)"
mips_04_05_05_01
at_At1g48650 mips_04_05_05 "hypothetical protein"
mips_40_10_03
mips_40_10_99
at_At1g51380 mips_04 "putative RNA helicase"
mips_04_01
mips_04_01_04
mips_04_05
mips_04_05_01
mips_04_05_05
mips_04_05_05_11
mips_05
mips_05_04
mips_05_04_01
mips_14
mips_14_01
mips_14_04
mips_25
mips_25_05
mips_25_05_10
mips_33
mips_33_03
mips_33_03_02
mips_40_10
mips_63
mips_63_03
mips_63_19
mips_63_19_03
mips_98
at_At1g55150 mips_04_05_05_11 "Unknown protein (At1g55150; T7N22.9)"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_19_03
at_At1g59990 - mips_63_19_03 "putative protein"
at_At1g71280 mips_04_01 "putative DEAD/DEAH box helicase"
mips_04_01_04
mips_04_05_05_01
at_At1g72730 mips_04 "Eukaryotic initiation factor 4A like protein"
mips_04_05_05
mips_04_05_05_01
mips_14_04
mips_25_05
mips_25_05_10
mips_40_10
mips_63_19
mips_63_19_03
at_At2g07750 mips_04_05_05 "putative RNA helicase"
mips_04_05_05_11
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_19_03
at_At2g28600 mips_04_05_05 "putative ATP-dependent RNA helicase"
mips_04_05_05_11
mips_05
mips_05_04_01
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_05
mips_47_03_05_01
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_02
mips_63_19_03
at_At2g40700 - mips_04_99 "ATP-dependent RNA helicase"
mips_63_19_03
at_At2g45810 mips_04_05_05_01 "putative ATP-dependent RNA helicase"
mips_04_99
at_At1g10930 - mips_03_01_05 "DNA helicase isolog"
mips_03_01_05_01
mips_14_10
mips_63_03_03
mips_63_19_03
at_At2g47330 mips_04_05_05 "putative ATP-dependent RNA helicase"
mips_04_05_05_11
mips_05_04
mips_05_04_01
mips_14_01
mips_33
mips_33_03
mips_33_03_02
mips_45
mips_45_03
mips_45_03_12
mips_47
mips_47_03
mips_47_03_05
mips_47_03_05_01
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_02
mips_63_19_03
at_At3g09100 mips_04_05_05_03 "putative mRNA capping enzyme, RNA guanylyltransferase"
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
at_At3g13920 mips_04_05_05 "eukaryotic protein synthesis initiation factor 4A"
mips_04_05_05_01
mips_05
mips_05_04
mips_25_05_10
at_At3g22310 mips_04_05_05_11 "putative RNA helicase"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At3g22330 mips_04_05_05_11 "DEAD-Box RNA helicase like protein"
mips_05_04_01
mips_33_03_02
mips_63_19_03
at_At3g53110 mips_04_05_05 "RNA helicase -like protein"
mips_04_05_05_11
mips_05_04_01
mips_33_03_02
mips_45_03_12
mips_47_03_05
mips_47_03_05_01
mips_47_03_09
mips_47_03_09_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_02
mips_63_19_03
at_At3g62310 mips_04_05_05 "ATP-dependent RNA helicase-like protein"
mips_04_05_05_01
at_At4g01020 mips_03 "putative protein"
mips_03_03
mips_03_03_01
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_99
mips_05
mips_05_07
mips_30
mips_30_10
mips_40_10_99
mips_63_03
mips_63_19
at_At4g33370 mips_04_05_05 "putative protein"
mips_04_05_05_11
mips_05_04_01
mips_45_03_12
mips_47_03_05
mips_47_03_05_01
mips_47_03_09
mips_47_03_09_01
at_At1g12770 mips_04_05_05 "similar to ATP-dependent RNA helicase"
mips_04_05_05_01
mips_05
mips_14_01
mips_63_03_03
mips_63_19_03
at_At5g11170 mips_04 "DEAD BOX RNA helicase RH15 - like protein"
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_99
mips_05
mips_05_01
mips_05_01_01
mips_05_01_99
mips_05_04
mips_05_04_01
mips_40
mips_40_10
mips_63
mips_63_03
mips_63_03_03
mips_63_19
mips_63_19_03
mips_98
at_At5g11200 mips_04_05_05_01 "DEAD BOX RNA helicase RH15"
mips_04_05_05_01_99
mips_05_01
mips_05_01_01
mips_05_01_99
mips_05_04_01
mips_63_03_03
mips_63_19_03
at_At5g39840 mips_01_03_16 "putative RNA helicase"
mips_02_13
mips_02_13_03
mips_02_13_05
mips_04_01
mips_04_01_04
mips_04_05_05_01
mips_04_99
mips_05_07
mips_63_03_03
at_At5g51280 mips_04_05_05_11 "DEAD-box protein abstrakt"
mips_05_04_01
mips_14_10
mips_14_10_02
mips_45
mips_45_03
mips_45_03_12
mips_47_03_05
mips_47_03_05_01
at_At5g63120 mips_04_05_05_11 "ATP-dependent RNA helicase-like protein"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At5g63630 mips_04_01 "RNA helicase"
mips_04_01_04
mips_04_05_05_11
mips_05_04_01
mips_33_03_02
mips_63_19_03
at_At5g08610 mips_03_01_09 "RNA helicase-like protein"
mips_03_01_09_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_10
mips_05_04
mips_05_04_01
mips_25_05_10
mips_40_07
mips_40_10_07
mips_40_10_99
mips_63_03_03
at_At4g04350 mips_04_05_05_01 "putative leucyl tRNA synthetase"
mips_05_10
Training Accuracy: 28/31 (90.32%)
Training Frequency class 'mips_04_05_05': 159/4529 (3.51%)
Evaluation on validation data (2278 items):
at_At1g63250 mips_04_05_05 "putative RNA helicase"
mips_33
mips_33_03
mips_33_03_02
at_At1g71370 mips_03 "putative ATP-dependent RNA helicase"
mips_03_01
mips_03_01_09
mips_03_01_09_05
mips_04_01
mips_04_01_04
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_10
mips_05
mips_05_04
mips_05_04_01
mips_40_07
mips_40_10_07
mips_40_10_99
mips_40_16
mips_63_03
mips_63_03_03
mips_63_19
at_At1g31970 mips_04_05_05_11 "putative protein"
mips_05_04_01
mips_33
mips_33_03
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At1g77050 mips_04 ""
mips_04_01
mips_04_01_04
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_05
mips_05_04
mips_40_03
mips_40_10
mips_63
mips_63_03
mips_63_19
at_At2g47250 mips_04_05_05 "putative pre-mRNA splicing factor RNA helicase"
mips_04_05_05_01
mips_05_04
mips_40_10_99
at_At3g16840 mips_04_05_05 "ATP-dependent RNA helicase"
mips_04_05_05_01
mips_33_03_02
at_At3g09720 mips_04_05_05_01 "putative RNA helicase"
mips_63_03_03
mips_63_19_03
at_At4g16630 mips_04_01 "RNA helicase like protein"
mips_04_01_04
mips_04_05_05
mips_04_05_05_01
mips_63_03_03
mips_63_19_03
at_At4g34910 mips_04_05_01_01 "RNA helicase (RH16)"
mips_04_05_05_01
mips_04_05_05_01_10
mips_05_01
mips_05_01_99
mips_05_04_01
mips_40_10_07
mips_63_03_03
at_At4g37020 - mips_04_01 "unknown protein"
mips_04_01_04
mips_25_05_10
mips_30_03
mips_63_03_03
mips_63_19
at_At5g08620 mips_04_05_05 "RNA helicase (emb|CAA09212.1)"
mips_04_05_05_11
mips_05
mips_05_04_01
mips_14_01
mips_33_03_02
mips_63_03_03
mips_63_19_03
at_At5g19210 mips_04_05_05_01 "eIF-4AII - like protein"
mips_25_05_10
at_At5g41150 - mips_03_01_05 "repair endonuclease (UVH1)"
mips_03_01_05_01
mips_03_01_05_01_01
mips_03_01_05_03
mips_03_03_02
at_At5g54910 mips_03_01_09 "RNA helicase-like protein"
mips_03_01_09_05
mips_04_05_05_01
mips_04_05_05_01_10
mips_05_04_01
mips_40_10_07
mips_63_03_03
at_At5g61140 mips_04 "RNA helicase - like protein"
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_63_19
at_At5g61390 - mips_03_01_03_01 "putative protein"
mips_03_01_03_05
mips_03_01_05
mips_40_37
Validation Accuracy: 13/16 (81.25%)
Validation Frequency class 'mips_04_05_05': 87/2278 (3.82%)
Evaluation on propertest data (3835 items):
at_At1g35530 - mips_03_01_09 "ATP-dependent RNA helicase, putative"
mips_03_01_09_05
mips_25_05_25
at_At1g54270 mips_04_05_05 "Eukaryotic Initiation Factor 4A-2"
mips_04_05_05_01
mips_05
mips_05_04
mips_25_05_10
at_At1g74390 - mips_03_01 "putative exonuclease"
mips_03_01_03
mips_03_01_03_01
mips_03_01_03_05
mips_03_01_05
mips_40_37
at_At1g28180 mips_04_05_05_01 "hypothetical protein"
mips_33
mips_33_03
mips_33_03_02
at_At1g11870 - mips_01_01_99 "putative seryl-tRNA synthetase"
mips_01_20_19
mips_01_20_19_99
mips_04_03
mips_04_03_03
mips_05_10
mips_63_11
at_At2g42270 mips_04_05_05_01 "ATP-dependent RNA helicase like protein"
at_At3g05740 mips_04_01 "putative DNA helicase"
mips_04_01_04
mips_04_05_05_11
mips_05_04_01
mips_33_03_02
mips_63_19_03
at_At3g19760 mips_04_01 "RNA helicase, putative"
mips_04_01_04
mips_04_05_05
mips_04_05_05_01
mips_05_04
mips_25_05_10
at_At3g24320 - mips_03_01 "mismatch binding protein, putative"
mips_03_01_05
mips_03_01_05_03
mips_03_01_05_03_01
mips_03_03
mips_03_03_02
mips_03_03_02_03
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_01
at_At3g61240 mips_04_01 "DEAD box RNA helicase RH12"
mips_04_01_04
mips_04_05_05_01
mips_04_99
mips_63_19_03
at_At3g62120 - mips_05 "multifunctional aminoacyl-tRNA ligase-like protein"
mips_05_10
mips_06_10
mips_63_03_03
mips_63_11
at_At4g14790 mips_01_03_16 "RNA helicase like protein"
mips_02_13
mips_02_13_03
mips_02_13_05
mips_04_01
mips_04_01_04
mips_04_05_05_01
mips_04_99
mips_05_07
mips_63_03_03
at_At4g00660 mips_04_01 "RNA helicase like protein"
mips_04_01_04
mips_04_05_05_01
mips_04_99
at_At5g27680 - mips_03_01_99 "unknown protein"
mips_40_10
mips_40_10_03
at_At5g28210 mips_04_05_05 "mRNA capping enzyme - like"
mips_04_05_05_03
mips_14_01_03
mips_37
mips_37_03
mips_37_03_13
at_At5g52520 - mips_05_10 "prolyl tRNA synthetase"
mips_63_03_03
mips_63_11
at_At5g60990 mips_03_01_03 "replication protein A1 - like"
mips_03_01_05
mips_04_05_05
mips_04_05_05_01
mips_63_03_03
mips_63_19_03
at_At5g05450 mips_03 "ATP-dependent RNA helicase-like protein"
mips_03_01
mips_03_01_09
mips_03_01_09_05
mips_04_01
mips_04_01_04
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_10
mips_05
mips_05_04
mips_05_04_01
mips_40_07
mips_40_10_07
mips_40_10_99
mips_40_16
mips_63_03
mips_63_03_03
mips_63_19
Propertest Accuracy: 11/18 (61.11%)
Propertest Frequency class 'mips_04_05_05': 129/3835 (3.36%)
New (unknown) data (2278 items):
at_At4g10320 - mips_05_10 "isoleucine-tRNA ligase - like protein"
at_At5g37110 - no entry null
at_At1g29880 - mips_05_07 "glycyl-tRNA synthetase"
mips_05_10
at_At2g43110 - no entry null
at_At3g59410 - no entry null
at_At1g26370 - no entry null
at_At1g09620 - mips_05_04 "putative leucyl-tRNA synthetase (At1g0962)"
mips_05_10
at_At3g43920 - mips_04_99 "putative protein"
at_At5g16710 - no entry null
at_At5g50960 - mips_03_99 "nucleotide-binding protein"
------------------
Rule 1339
eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,tigrfams),desc(_2,in) = 0
eval(_1,_2,9.0e-25-8.0e-10),species(_2,arabidopsis_thaliana__mouse_ear_cress_),desc(_2,probable) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,core_eudicots),keyword(_2,mitochondrion) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,enterobacteriaceae),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,hydrolase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,artemia),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),species(_2,haemophilus_influenzae) = 0
-> class mips_04_05_05 "mRNA processing (splicing, 5'-, 3'-end processing)"
Evaluation on training data (4529 items):
at_At1g21190 mips_04_05_05_01 "putative protein"
mips_40_10_07
at_At1g02980 - mips_03_01_01 ""
mips_03_01_99
mips_03_03_01_01
mips_13_11
mips_13_11_03
mips_14_10
mips_14_10_02
mips_25_01
mips_25_01_01
mips_30_10
mips_40_10
mips_40_10_03
at_At1g26450 - mips_01_04_01 "predicted GPI-anchored protein"
at_At1g27650 mips_04_05_05_01 "U2 snRNP auxiliary factor, putative"
mips_04_05_05_01_10
at_At1g03330 mips_04_05_05 "unknown protein"
mips_04_05_05_01
mips_04_05_05_01_10
mips_30_10
mips_30_10_07
mips_40_10_07
mips_40_10_99
mips_63_03_03
at_At1g65700 mips_04_05_05_01 "small nuclear ribonucleoprotein, putative"
mips_40_10_07
at_At1g76300 mips_04 "putative small nuclear ribonucleoprotein Sm D3"
mips_04_05
mips_04_05_05
mips_04_05_05_01
mips_40
mips_40_10
mips_40_10_07
mips_40_10_99
mips_63
mips_63_01
mips_63_03
at_At2g23930 mips_04_05_05 "putative small nuclear ribonucleoprotein E"
mips_04_05_05_01
mips_40_10_07
at_At3g07250 mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04_01
mips_06
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
mips_14_01_01
mips_25_05
mips_25_05_03
mips_25_05_04
mips_25_05_05
mips_25_05_07
mips_25_05_09
mips_25_05_10
mips_25_05_99
mips_30
mips_30_03
at_At3g14080 mips_04_05_05 "Sm protein, putative"
mips_04_05_05_01
mips_04_05_05_03
mips_04_05_05_05
mips_04_05_05_11
mips_04_05_99
mips_40_10_07
at_At3g17670 - mips_11_01_05 "hypothetical protein"
mips_11_05_05
mips_11_05_05_05
mips_63_06
at_At3g19350 - mips_01_03_16 "hypothetical protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
mips_13_11
mips_20_25_16
mips_20_25_16_09
at_At3g50090 mips_01 "putative protein"
mips_01_03
mips_01_03_16
mips_03
mips_04
mips_04_05
mips_04_05_05
mips_05
mips_05_04
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_99
at_At3g50100 mips_01_03 "hypothetical protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05_04
mips_62
mips_62_02
mips_62_02_01
mips_63_03_01
mips_63_03_03
at_At3g59810 mips_04_05_05 "U6 snRNA-associated Sm-like protein"
mips_04_05_05_01
mips_04_05_05_01_10
mips_40_10_07
mips_40_10_99
at_At3g62840 mips_04_05_05 "small nuclear ribonucleoprotein-like protein"
mips_04_05_05_01
mips_06_10
mips_40_10_07
mips_62_01_07
mips_62_02
mips_62_02_01
at_At4g10110 mips_04_05_05 "putative protein"
mips_04_05_05_01
mips_40_10_99
mips_63_03_03
at_At4g39470 - mips_06_07_02 "unknown protein"
mips_06_07_02_01
mips_08_04
at_At5g42820 mips_04_05_05 "U2 snRNP auxiliary factor, small subunit"
mips_04_05_05_01
mips_04_05_05_01_10
mips_40_10_99
at_At5g48870 mips_04_05_05 "Sm-like protein (SAD1)"
mips_04_05_05_01
mips_04_05_05_01_10
mips_40_10_07
mips_40_10_99
mips_63_03_03
at_At5g52040 mips_01_03_16 "arginine/serine-rich splicing factor RSP41 homolog"
mips_01_03_16_01
mips_04_05_05_01
mips_20_25_16
mips_20_25_16_09
at_At5g66510 - mips_01_02 "ferripyochelin-binding protein-like"
mips_01_05_01_03
mips_01_07
mips_01_07_01
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_30_01
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_67_04_01_01_01
Training Accuracy: 16/22 (72.73%)
Training Frequency class 'mips_04_05_05': 159/4529 (3.51%)
Evaluation on validation data (2278 items):
at_At1g29990 - mips_14_01_03 "hydrophilic protein, putative"
at_At1g69670 - mips_03_01_01 "putative cullin"
mips_03_01_99
mips_03_03_01_01
mips_03_03_01_02
mips_06_07_05
mips_13_11_03
mips_14_10
mips_14_10_02
mips_25_01
mips_25_01_01
mips_30_10
mips_40_10_03
at_At1g53740 - mips_01 "hypothetical protein"
mips_01_04
mips_06
mips_06_07
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_01
mips_40
mips_40_02
mips_63
mips_63_19
mips_98
mips_99
at_At2g18740 mips_04_05_05 "putative small nuclear ribonucleoprotein E"
mips_04_05_05_01
mips_40_10_07
mips_40_10_99
at_At2g47640 mips_04_05_05_01 "putative small nuclear ribonucleoprotein D2"
mips_40_10_07
at_At2g03870 mips_04_05_05 "putative snRNP splicing factor"
mips_04_05_05_01
mips_04_05_05_01_99
mips_06_10
mips_30_10
mips_30_10_99
mips_40_10_07
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_63_03_03
at_At3g23830 - mips_14_10 "glycine-rich RNA binding protein, putative"
mips_14_10_02
mips_20_25_16
mips_40_25
at_At4g02840 mips_04_05_05 "small nuclear riboprotein Sm-D1-like protein"
mips_04_05_05_01
mips_04_05_05_01_10
mips_40_10_07
mips_40_10_99
mips_63_03_03
at_At4g39270 - mips_11_05_01 "receptor protein kinase - like protein"
Validation Accuracy: 4/9 (44.44%)
Validation Frequency class 'mips_04_05_05': 87/2278 (3.82%)
Evaluation on propertest data (3835 items):
at_At1g27920 - mips_03_03_03 "hypothetical protein"
mips_13_07
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_27
mips_63_07
at_At1g76860 mips_04_05_05 "unknown protein"
mips_04_05_05_01
mips_40_10_07
at_At1g20580 mips_04_05_05 "unknown protein"
mips_04_05_05_01
mips_40_10_07
at_At2g23460 - mips_10_01_05 "extra-large GTP-binding protein (XLG1)"
mips_10_01_05_05
mips_10_01_05_05_03
mips_10_05_02
mips_10_05_02_24
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
at_At2g24590 mips_04_05_05 "putative RSZp22 splicing factor"
mips_05_07
at_At2g35050 - mips_06_07_03 "putative protein kinase"
mips_10_01_05_01
at_At2g43810 mips_04_05_05 "putative small nuclear ribonucleoprotein polypeptide F"
mips_04_05_05_01
mips_04_05_05_01_10
mips_40_10_07
mips_40_10_99
mips_63_03_03
at_At2g43930 - mips_01_04 "putative protein kinase"
mips_04_09
mips_25_05_25
mips_30_04
mips_40_04_03
at_At3g03940 - mips_01_05_04 "putative casein kinase"
mips_14_10
mips_14_10_02
at_At3g07590 mips_04_05_05_01 "putative small nuclear ribonucleoprotein (Sm-D1)"
mips_04_05_05_01_10
mips_40_10_07
at_At3g11500 mips_04 "putative small nuclear ribonucleoprotein polypeptide G"
mips_04_05_05
mips_04_05_05_01
mips_14_04
mips_25_05
mips_40_10
mips_40_10_07
at_At3g58560 - mips_01_01_04 "unknown protein"
mips_01_05
mips_01_05_04
mips_02_16
mips_04_05_99
at_At4g29680 - mips_01_04_01 "nucleotide pyrophosphatase - like protein"
mips_13_11_03
mips_13_11_03_01
mips_20_03
at_At4g30220 mips_04_05_05_01 "snRNP Sm protein F - like"
mips_04_05_05_01_10
mips_40_10_07
at_At4g30330 mips_04_05_05_01 "small nuclear ribonucleoprotein homolog"
mips_40_10_07
at_At5g13130 - mips_25_05_25 "putative protein"
at_At5g25800 - mips_01_03 "exonuclease - like protein"
mips_01_03_16
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_62
mips_62_02
mips_62_02_01
mips_63_03
mips_63_03_01
mips_63_03_03
at_At5g27720 mips_04_05_05_01 "glycine rich protein - like"
mips_04_05_05_01_10
mips_04_99
mips_40_10_07
mips_63_03_03
at_At5g42080 - mips_03_03_01_01 "dynamin-like protein (pir||S59558)"
mips_08_22
mips_08_99
mips_13_03
mips_13_03_01
mips_30_04
mips_63_06
at_At5g46250 mips_04_03 "unknown protein"
mips_04_05_05
mips_04_05_05_99
mips_04_99
mips_63_03_03
at_At5g58150 - mips_10 "receptor-like protein kinase"
mips_10_01
mips_10_01_01
at_At5g28900 - mips_03_01_01 "protein phosphatase 2A regulatory subunit B'-like protein"
mips_13_01
mips_13_11_03
mips_25_01
mips_25_01_01
mips_63_17_01
Propertest Accuracy: 10/22 (45.45%)
Propertest Frequency class 'mips_04_05_05': 129/3835 (3.36%)
New (unknown) data (2278 items):
at_At1g14390 - no entry null
at_At1g61070 - no entry null
at_At1g05700 - mips_10_05 "putative light repressible receptor protein kinase"
mips_40_02
at_At2g02100 - no entry null
at_At2g02120 - no entry null
at_At1g08120 - no entry null
at_At2g16620 - no entry null
at_At2g17160 - no entry null
at_At2g17170 - no entry null
at_At2g25790 - no entry null
at_At1g09970 - mips_08_13 "leucine-rich repeat receptor-like kinase At1g09970"
at_At2g37510 - mips_40_25 "putative RNA-binding protein"
at_At2g45340 - no entry null
at_At3g18810 - no entry null
at_At3g45390 - no entry null
at_At3g62510 - no entry null
at_At4g15510 - mips_02_30 "unknown protein"
at_At4g38890 - no entry null
at_At5g45840 - mips_08_13 "receptor protein kinase-like protein"
at_At5g51530 - no entry null
at_At5g61900 - mips_13_07 "copine - like protein"
mips_63_09
at_At5g07150 - no entry null
at_At5g15610 - no entry null
at_At1g19610 - no entry null
at_At1g23540 - no entry null
at_At1g55250 - mips_63_06 "unknown protein"
at_At1g71270 - no entry null
at_At2g43850 - no entry null
at_At2g46850 - no entry null
at_At3g06800 - mips_67_15 "hypothetical protein"
at_At4g31060 - no entry null
at_At4g32710 - no entry null
at_At5g06210 - mips_40_25 "unknown protein"
at_At1g65010 - mips_40_04 "hypothetical protein"
mips_63_06
at_At1g09460 - no entry null
at_At2g02130 - no entry null
at_At2g02140 - no entry null
at_At2g34020 - no entry null
at_At3g23650 - no entry null
at_At4g23230 - no entry null
at_At5g15020 - no entry null
at_At5g63660 - no entry null
------------------
Rule 1675
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,murinae),db_ref(_2,pir) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,core_eudicots),keyword(_2,mitochondrion) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,rickettsia),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,genew) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,core_eudicots),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,aeropyrum),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transport) = 0
-> class mips_04_05_05 "mRNA processing (splicing, 5'-, 3'-end processing)"
Evaluation on training data (4529 items):
at_At1g13690 mips_04_05_05_01 "AtE1 (atE1)"
at_At1g18630 - mips_04_09 "unknown protein"
mips_14_10
mips_14_10_02
mips_20_25_16
mips_40_25
at_At1g20330 - mips_01_07_01 "unknown protein"
mips_06_07_99
mips_40_99
at_At1g22910 mips_01_03 "unknown protein (At1g22910)"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05
mips_04_05_01
mips_04_05_05
mips_04_07
mips_04_09
mips_05
mips_05_04
mips_05_04_01
mips_06_10
mips_08
mips_08_01
mips_11
mips_11_01
mips_11_01_05
mips_11_01_99
mips_14
mips_14_01
mips_14_01_01
mips_25
mips_25_05
mips_25_05_03
mips_25_05_04
mips_25_05_05
mips_25_05_07
mips_25_05_09
mips_25_05_10
mips_25_05_99
mips_30
mips_30_03
at_At1g23860 mips_01_03_16 "9G8-like splicing factor / SRZ-21"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_33_03_99
at_At1g43190 - mips_01_03_16 "hypothetical protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g48600 mips_01_06 "phosphoethanolamine N-methyltransferase, putative"
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_05
mips_01_20_05_11
mips_04_05
mips_04_05_05
mips_04_05_05_03
mips_11
mips_11_05
mips_11_05_05
mips_11_05_05_01
mips_40_99
mips_63_03
at_At1g50300 - mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g51510 - mips_25_05_13 "unknown protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At1g55310 - mips_01_03_16 "Serine/arginine-rich protein"
mips_01_03_16_01
mips_20_25_16_09
at_At1g60900 mips_04_05_05 "putative U2 snRNP auxiliary factor"
mips_04_05_05_01
mips_25_05_10
mips_25_05_13
at_At1g66260 - mips_01_03_16 "RNA and export factor binding protein, putative"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At2g14550 - mips_01_03_16 "putative spliceosome associated protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At3g47120 - mips_05 "putative RNA-binding protein"
mips_05_07
mips_05_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g54230 mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
at_At4g26650 - mips_01_03_16 "hnRNP-like protein"
mips_01_03_16_01
mips_04_99
mips_20_25_16
mips_20_25_16_09
at_At4g34110 mips_01_03_16 "poly(A)-binding protein"
mips_01_03_16_01
mips_04_05_05
mips_05_07
mips_05_99
mips_20_25_16_09
at_At2g14160 - mips_14 "putative glycine-rich RNA-binding protein"
mips_14_10
mips_14_10_02
mips_40
mips_63
mips_63_03
mips_99
at_At2g15500 mips_01_03 "putative poly(A) binding protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04_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
mips_25_05_03
mips_25_05_04
mips_25_05_05
mips_25_05_07
mips_25_05_09
at_At2g16260 - mips_01_03 "putative glycine-rich RNA-binding protein"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_05_07
mips_05_99
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At2g16940 - mips_01_03_16 "splicing factor like protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At2g22100 - mips_14_10 "putative RNA-binding protein"
mips_14_10_02
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At2g28530 - mips_04_05_01_04_03 "putative RING zinc finger transcription negative regulator protein"
mips_05_07
mips_05_99
mips_14_04_03
mips_14_04_03_03
mips_25_05_25
at_At2g30260 mips_03_01 "putative small nuclear ribonucleoprotein U2B"
mips_03_01_05
mips_03_03
mips_03_03_02
mips_04_05_05
mips_04_05_05_01
mips_04_05_05_01_99
mips_62_01_07
mips_62_02
mips_62_02_01
at_At2g42890 - mips_01_03_16 "MEI2-like protein (MEI2)"
mips_01_03_16_01
mips_01_03_99
mips_03_03_02
mips_04_07
mips_04_09
at_At2g43410 mips_01_03_16 "hypothetical protein"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
at_At2g44710 - mips_01_03 "putative heterogeneous nuclear ribonucleoprotein"
mips_01_03_16
mips_01_03_16_01
mips_05_07
mips_05_99
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At2g46610 - mips_01_03 "putative arginine/serine-rich splicing factor"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g08000 mips_04_05_05 "putative RNA-binding protein"
mips_14_10
mips_14_10_02
at_At3g10400 - mips_25_05_13 "hypothetical protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
at_At3g11400 - mips_01_03 "putative eukaryotic translation initiation factor 3 subunit"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g14450 - mips_01_03 "RNA-binding protein, putative"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g16380 mips_01_03_16 "putative poly(A) binding protein"
mips_01_03_16_01
mips_04
mips_04_05_05
mips_20_25_16_09
mips_40_10
at_At3g20930 - mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_05_07
mips_05_99
mips_20_25
mips_20_25_16_09
mips_40_26
mips_40_26_03
at_At3g61860 mips_01_03 "ARGININE/SERINE-RICH SPLICING FACTOR RSP31"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_04_05_05_01
mips_05
mips_13_11
mips_13_11_11
mips_20
mips_20_25
mips_63_03_03
at_At4g00830 - mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
mips_08_01
mips_11_01_05
at_At4g03110 mips_04_05 "putative ribonucleoprotein"
mips_04_05_05
mips_05
mips_05_07
mips_05_99
mips_40_03
mips_63_03
mips_63_03_03
at_At4g18120 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_03_03_02
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
at_At4g24270 mips_04_05_05_01 "unknown protein"
mips_04_05_05_05
mips_04_05_99
mips_63_03_03
at_At4g25500 mips_01_03_16 "splicing factor At-SRp40"
mips_01_03_16_01
mips_04_05_05_01
mips_20_25_16_09
at_At4g36690 mips_04_05_05_01 "splicing factor like protein"
mips_04_05_05_01_10
mips_04_05_05_05
mips_63_03_03
at_At4g39260 mips_04 "glycine-rich protein (clone AtGRP8)"
mips_04_05
mips_04_05_05
mips_04_05_05_05
mips_11
mips_11_01
mips_13
mips_13_11
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_98
mips_99
at_At5g10350 mips_04_05_05_05 "RNA binding protein - like"
mips_04_05_05_11
mips_04_07
mips_08_01
mips_13_05
at_At5g10800 - mips_20 "putative protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g18810 mips_04_05_05 "Serine/arginine rich protein - like"
mips_14_10
mips_14_10_02
at_At5g24440 mips_04_05_05 "RNA-binding protein-like"
mips_05_07
mips_05_99
at_At5g37720 mips_01 "putative protein"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_05
mips_40
mips_40_03
mips_63
mips_63_03
at_At5g44200 mips_04_05_05 "nuclear cap-binding protein; CBP20 (gb|AAD29697.1)"
mips_05_04
mips_05_04_01
mips_63_03_03
at_At5g50250 mips_04_05_05 "RNA-binding protein-like"
mips_05_07
mips_05_99
at_At5g55550 - mips_01_03_16 "RNA-binding protein-like"
mips_01_03_16_01
mips_04_99
mips_20_25
mips_20_25_16_09
at_At5g59860 mips_04_05 "RNA-binding protein - like"
mips_04_05_05
mips_04_05_05_05
mips_40_03
mips_40_10_99
mips_63_03
at_At5g61030 mips_04_01 "RNA-binding protein - like"
mips_04_01_04
mips_04_05_05
mips_14_10
mips_14_10_02
mips_40_10_99
at_At5g66010 - mips_25_05_13 "putative protein"
mips_25_05_25
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_63_03_03
at_At5g06000 - mips_05_04_01 "eukaryotic translation initiation factor 3 subunit-like protein"
at_At5g07290 - mips_01_03_16 "Mei2-like protein"
mips_01_03_16_01
mips_03_03_02
mips_20_25_16_09
at_At5g08700 - mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16_09
at_At5g16260 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_20_25
mips_20_25_16_09
Training Accuracy: 28/57 (49.12%)
Training Frequency class 'mips_04_05_05': 159/4529 (3.51%)
Evaluation on validation data (2278 items):
at_At1g22760 mips_01_03 "putative polyA-binding protein, PAB3"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05
mips_05_04_01
mips_06_10
mips_08_01
mips_11_01
mips_11_01_05
mips_11_01_99
at_At1g29400 mips_03_03 "putative RNA-binding protein MEI2 (At1g29400)"
mips_03_03_02
mips_04_05_05
mips_05
mips_05_07
mips_05_99
at_At1g34140 - mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g36310 - mips_01_07_01 "unknown protein"
at_At1g02840 - mips_01_03_16 "ribonucleoprotein SF-2 like protein"
mips_01_03_16_01
mips_20_25_16_09
at_At1g64970 - mips_01_06 "unknown protein"
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20_05
mips_01_20_05_11
mips_40_16
mips_40_99
at_At1g71770 - mips_01_03_16 "polyadenylate-binding protein 5"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g71800 mips_01_03_16 "cleavage stimulation factor, putative"
mips_01_03_16_01
mips_04_05_05
mips_13
mips_13_11
mips_20_25_16_09
at_At1g73490 - mips_01_03_16 ""
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g06960 mips_04_05_05 "putative protein"
mips_04_05_05_01
mips_04_05_05_01_99
mips_05_07
mips_05_99
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_63_03_03
at_At1g09140 mips_04 "putative SF2/ASF splicing modulator, Srp30"
mips_04_05
mips_04_05_05
mips_05
mips_05_07
mips_05_99
mips_40_03
mips_63
mips_63_03
at_At1g09230 - mips_01_03 "unknown protein"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g53650 - mips_01 "RNA-binding protein, putative"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40
mips_40_03
mips_63
mips_63_03
at_At2g19380 mips_01_03 "putative RNA-binding protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
mips_05_07
mips_05_99
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_01
at_At2g36660 mips_01_03 "putative poly(A) binding protein"
mips_01_03_16
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
mips_04_07
mips_04_09
mips_05_04
mips_05_04_01
mips_06_10
mips_08_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_01
mips_25_05_03
mips_25_05_04
at_At2g45630 - mips_01_04 "putative glycerate dehydrogenase"
mips_01_20_05
mips_03_03_03
mips_04_05_01_04_03
mips_06_10
mips_13_03
mips_13_03_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67_15
at_At2g35410 - mips_01_03 "putative chloroplast RNA binding protein precursor"
mips_01_03_16
mips_01_03_16_01
mips_05
mips_05_04
mips_05_07
mips_05_99
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_63_03
at_At3g53460 mips_04_05_05 "RNA-binding protein cp29 protein"
mips_25_05_10
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g06970 - mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At3g12640 - mips_25_05_13 "hypothetical protein"
mips_25_05_25
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At3g49430 mips_04_05_05 "PRE-MRNA SPLICING FACTOR SF2-like protein"
mips_14_10_02
at_At4g13860 mips_04_05_05 "RNA-binding protein like"
mips_04_05_05_05
mips_11_01
mips_13_11
mips_25_05_25
mips_40_10_99
mips_40_26
mips_40_26_03
at_At4g33120 - mips_01_07_01 "putative protein"
at_At5g03500 - mips_25_05_13 "putative protein"
mips_25_05_25
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g19030 mips_04_05_05 "putative protein"
mips_04_09
at_At5g28390 mips_04_05_05 "putative protein"
mips_04_09
at_At5g46840 - mips_40_25 "unknown protein"
mips_40_26
mips_40_26_03
at_At5g47620 - mips_04_99 "RNA-binding protein-like"
mips_05_07
mips_05_99
mips_25_05_25
at_At5g52810 - mips_01_01_01_01 "unknown protein"
mips_01_07_01
mips_01_20_19
mips_01_20_19_01
mips_13_11
mips_20_25_01
mips_20_25_01_01
mips_63_99
at_At5g53180 mips_04_05_05 "polypyrimidine tract-binding RNA transport protein-like"
at_At5g53700 - mips_25_05_13 "putative protein"
mips_33_03_11
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At5g54580 - mips_14_10 "unknown protein"
mips_14_10_02
mips_20_25_16
mips_40_25
at_At5g59950 - mips_04_03 "transcriptional coactivator - like protein"
mips_04_03_03
mips_04_05_01_01
at_At5g61960 mips_03_03 "Mei2-like protein"
mips_03_03_02
mips_04_05_05
at_At5g64200 mips_04_05_05_05 "putative protein"
at_At5g65260 mips_04_05_05 "poly(A)-binding protein II-like"
mips_04_05_05_05
mips_04_05_05_11
mips_04_05_99
mips_04_07
mips_08_01
mips_13_05
Validation Accuracy: 16/36 (44.44%)
Validation Frequency class 'mips_04_05_05': 87/2278 (3.82%)
Evaluation on propertest data (3835 items):
at_At1g20880 - mips_01_03 "At1g20880/F9H16_14"
mips_01_03_16
mips_01_03_16_01
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At1g21570 - mips_01_03_16 "glycine-rich RNA-binding protein grp1a, putative"
mips_01_03_16_01
mips_20_25_16_09
at_At1g03460 - mips_05_07 "putative ribonucleoprotein"
mips_05_99
mips_63_03_03
at_At1g32790 - mips_01_03_16 "RNA-binding protein, putative"
mips_01_03_16_01
mips_20_25_16_09
at_At1g33470 - mips_25_05_13 "unknown protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At1g01080 mips_01_03 "ribonucleoprotein, putative"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05
mips_20_25
mips_20_25_16_09
at_At1g45100 - mips_01_03_16 "similar to poly(A)-binding protein gb|AAC25510.1"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At1g60650 - mips_04_05_01 "putative RNA-binding protein"
mips_04_05_01_04
mips_04_05_01_04_03
mips_33_03_99
mips_63_01
mips_63_03
mips_63_03_03
at_At1g66730 - mips_03 "hypothetical protein"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_01_01
mips_03_01_05_01_99
mips_03_01_05_03
mips_03_03
mips_06_10
mips_11
mips_11_01
mips_11_01_09
mips_14
mips_14_01
mips_14_01_01
mips_14_04
mips_25
mips_25_05
mips_25_05_99
mips_30
mips_30_10
mips_30_10_03
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_63_03
mips_63_19
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_At1g23360 - mips_01_07_01 "spore germination protein c2"
mips_01_20_05
mips_01_20_05_11
mips_11_05_05
mips_11_05_05_01
mips_40_26
mips_40_26_03
at_At1g60000 - mips_25_05_13 "unknown protein"
mips_33
mips_33_03
mips_33_03_11
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_40_10
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_63_03_03
at_At1g79870 - mips_01_01_01_11_01 "putative D-isomer specific 2-hydroxyacid dehydrogenase"
mips_01_01_10_05
mips_01_05_01_01_03
mips_01_20_09
mips_02_10
mips_02_22
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At2g18510 mips_04_05 "putative spliceosome associated protein"
mips_04_05_01
mips_04_05_01_04
mips_04_05_05
mips_14
mips_20
mips_14_10
mips_14_10_02
mips_20_25
mips_20_25_16
mips_40_03
mips_40_25
mips_63_03
at_At2g21660 - mips_01_03_16 "glycine-rich RNA binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g21690 - mips_01_03_16 "putative glycine-rich RNA binding protein"
mips_01_03_16_01
mips_20_25_16_09
mips_40_25
at_At2g22090 - mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g23350 - mips_01_03_16 "putative poly(A) binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
at_At2g33410 - mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_07
mips_04_09
mips_05_04_01
at_At2g37220 - mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_05_07
mips_05_99
mips_20_25_16
mips_20_25_16_09
at_At2g41060 - mips_01_03_16 "putative RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At2g42240 mips_04_05_05 "putative RNA-binding protein"
mips_04_05_05_01
mips_04_05_05_01_10
mips_04_05_05_05
mips_06_10
mips_40_10_99
mips_63_03_03
at_At2g43370 mips_01_03 "putative U1 small nuclear ribonucleoprotein 70 kDa"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At3g07810 - mips_01_03_99 "putative RNA-binding protein"
mips_03_03_02
mips_04_99
at_At3g15010 - mips_01_03_16 "RNA-binding protein"
mips_01_03_16_01
mips_13_11
mips_20_25_16
mips_20_25_16_09
at_At3g18000 mips_01_06_01 "methyltransferase, putative"
mips_01_07
mips_01_07_01
mips_04_05_05
mips_40_99
at_At3g26120 - mips_01_03_16 "RNA-binding protein, putative"
mips_01_03_16_01
mips_20_25_16_09
at_At3g48560 - mips_01_01_01_15 "acetolactate synthase"
mips_01_01_01_15_02
mips_01_01_01_15_04
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_10
mips_02_16
mips_02_16_01
mips_02_16_05
mips_40_26
mips_40_26_03
mips_63_17_07
mips_63_21
mips_63_21_05
mips_63_21_11
at_At3g52380 - mips_01 "RNA-binding protein cp33 precursor"
mips_01_03
mips_01_03_16
mips_01_03_16_01
mips_04
mips_05
mips_05_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_20_25_16_09
mips_40_03
mips_40_26
mips_40_26_03
mips_63
mips_63_03
at_At3g52660 mips_01_03_16 "putative RNA binding protein"
mips_01_03_16_01
mips_01_03_99
mips_04_05_05
at_At3g54770 mips_04_05_05 "RNA binding protein - like"
mips_04_09
mips_40_10_99
at_At3g56860 - mips_01_03_16 "unknown protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At3g01660 - mips_01_06_01 "hypothetical protein"
mips_01_07
mips_01_20_05
mips_01_20_05_11
mips_11_05_05
mips_11_05_05_01
mips_40_99
at_At3g48830 mips_04_03 "putative protein"
mips_04_03_06
mips_04_05_05
mips_04_05_05_05
at_At3g49390 mips_01_03_16 "RNA-binding - like protein"
mips_01_03_16_01
mips_04_05_05
mips_20_25_16
mips_20_25_16_09
at_At4g09040 mips_04_05_05 "putative protein"
mips_04_09
mips_05_07
mips_05_99
mips_25_05
at_At4g10610 - mips_01_03_16 "RNA-binding protein"
mips_01_03_16_01
mips_20_25_16_09
at_At4g14300 mips_04_05_05 "ribonucleoprotein like protein"
mips_04_09
mips_25_05
mips_30
mips_30_10_03
mips_40_10_99
at_At4g20030 mips_01_03 "putative protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_04_05_05_05
mips_05_04
mips_40_10_99
at_At4g36960 - mips_25_05_10 "unknown protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
at_At5g04810 - mips_04_05_99 "membrane-associated salt-inducible protein-like"
at_At4g02430 mips_01_03_16 ""
mips_01_03_16_01
mips_04_05_05_01
mips_20_25_16
mips_20_25_16_09
at_At4g16300 - mips_25_05_10 "FCA alpha and beta protein"
at_At5g09880 mips_04_05_05 "splicing factor-like protein"
mips_04_05_05_01
at_At5g19350 mips_01_03 "DNA binding protein ACBF - like"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_05_04
mips_20_25
mips_20_25_16
mips_20_25_16_09
at_At5g19960 - mips_06 "glycine-rich RNA-binding protein - like"
mips_13
mips_13_05
mips_25_05
mips_25_05_15
mips_35_03_12
mips_40_04
mips_63_01
mips_63_19
at_At5g40490 - mips_04 "ribonucleoprotein -like"
mips_25_05
mips_25_05_13
mips_33_03_11
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_40
mips_40_10
mips_43
mips_43_03
mips_43_03_11
mips_43_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At5g53720 mips_04_05_05 "putative protein"
mips_04_09
at_At5g55670 mips_04_05 "unknown protein"
mips_04_05_05
mips_04_05_05_01
mips_11
mips_11_01
mips_13
mips_13_11
mips_25
mips_25_05
mips_25_05_25
mips_35
mips_35_03
mips_35_03_15
mips_40_10_99
mips_63_01
mips_63_03
at_At5g57300 - mips_01_07 "ubiquinone/menaquinone biosynthesis methyltransferase-like"
mips_01_07_01
at_At5g58790 - mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16_09
at_At5g02530 mips_04_05_01_01 "putative protein"
mips_04_05_05
at_At5g03480 - mips_01_03_16 "putative protein"
mips_01_03_16_01
mips_20_25_16
mips_20_25_16_09
at_At5g04210 mips_04_05_05 "RNA binding protein - like"
mips_04_05_05_05
at_At5g04280 mips_04_05_05 "RNA-binding protein-like"
mips_25_05_25
mips_35
mips_35_03
mips_35_03_15
mips_40_10_99
Propertest Accuracy: 20/55 (36.36%)
Propertest Frequency class 'mips_04_05_05': 129/3835 (3.36%)
New (unknown) data (2278 items):
at_At1g22800 - no entry null
at_At1g63110 - mips_03 "unknown protein"
mips_03_03
at_At1g76090 - mips_40_99 "putative protein"
at_At1g06720 - mips_08_07 "unknown protein"
mips_63_07
at_At1g77260 - no entry null
at_At1g78240 - no entry null
at_At2g27140 - mips_06_01 "unknown protein"
mips_13_05
mips_13_11
at_At2g43200 - no entry null
at_At3g10200 - no entry null
at_At3g19330 - mips_05 "hypothetical protein"
mips_05_07
mips_05_99
mips_63
mips_63_03
at_At3g26420 - no entry null
at_At3g46020 - no entry null
at_At3g52150 - no entry null
at_At5g24840 - no entry null
at_At5g41690 - no entry null
at_At5g54900 - no entry null
at_At5g06050 - no entry null
at_At5g04060 - no entry null
at_At5g04600 - no entry null
at_At1g05970 - no entry null
at_At2g45750 - no entry null
at_At3g55340 - no entry null
at_At4g12640 - no entry null
at_At5g14430 - no entry null
at_At1g24480 - no entry null
at_At1g34050 - mips_63_07 "putative protein"
at_At1g13860 - no entry null
at_At1g17640 - no entry null
at_At1g72480 - no entry null
at_At3g05390 - no entry null
at_At3g01210 - no entry null
at_At3g05100 - no entry null
at_At4g08730 - no entry null
at_At4g14000 - no entry null
at_At4g14360 - no entry null
at_At4g19610 - no entry null
at_At4g24770 - no entry null
at_At4g16280 - no entry null
at_At5g12190 - no entry null
at_At5g20130 - no entry null
at_At5g28330 - mips_04_07 "putative protein"
mips_04_09
at_At5g41950 - no entry null
at_At5g44450 - no entry null
at_At5g53680 - mips_05_07 "putative protein"
mips_05_99
at_At5g20970 - mips_05 "small heat shock protein -like"
mips_06
mips_06_01
mips_11
mips_11_01
mips_13
mips_13_05
mips_13_11
mips_40_03
mips_40_10
mips_63
mips_63_01
mips_63_07
------------------
Rule 4207
eval(_1,_2,4.0e-3-0.1),mol_wt(_2,1574.0-38820.0) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,bacteria),keyword(_2,transferase) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,gammaproteobacteria),keyword(_2,hypothetical_protein) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,membrane),desc(_2,type) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,oxidoreductase) = 1
-> class mips_11_07_01 "detoxification involving cytochrome P450"
Evaluation on training data (4529 items):
at_At1g13070 mips_01_20 "putative cytochrome P450 monooxygenase"
mips_02_11
mips_11_07
mips_11_07_01
at_At1g13100 mips_11_07_01 "putative cytochrome P450 monooxygenase"
at_At1g13140 mips_02_11 "putative cytochrome P450 monooxygenase"
mips_11_07
mips_11_07_01
at_At1g19630 - mips_01_20_17_07 "cytochrome P450, putative"
mips_01_20_35
mips_01_20_35_01
at_At1g33720 mips_01_20_17 "cytochrome P450, putative"
mips_01_20_17_07
mips_11_07
mips_11_07_01
at_At1g33730 mips_01_06_04 "cytochrome P450, putative"
mips_02_11
mips_11_07
mips_11_07_01
mips_40_07
at_At1g47630 - mips_01_06_01 "hypothetical protein"
mips_01_06_04
mips_02_11
mips_40_07
mips_45
mips_45_03
mips_45_03_15
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At1g55940 mips_01_01_10 "cytochrome P450, putative"
mips_01_02
mips_01_02_99
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_20_99
mips_11_07_01
mips_11_10
mips_11_10_09
mips_11_10_99
mips_13_11_03
mips_13_11_03_05
mips_47_03_11
mips_47_03_11_07
at_At1g64930 - mips_01_20_17_07 "hypothetical protein"
at_At1g69500 - mips_02 "hypothetical protein"
mips_01_06
mips_01_06_01
mips_02_11
mips_40_07
mips_45
mips_45_03
mips_45_03_15
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At1g74540 mips_11_07_01 "cytochrome P450 like protein"
at_At1g74550 mips_11_07 "putative cytochrome P450"
mips_11_07_01
at_At1g75130 - mips_45 "cytochrome P450, putative"
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At1g78490 mips_02 "putative protein"
mips_01_06
mips_01_06_04
mips_01_07
mips_01_20
mips_01_20_99
mips_02_11
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_01
mips_11_10
mips_11_10_09
mips_11_10_99
mips_13_11
mips_13_11_03
mips_13_11_03_05
at_At1g01600 mips_02 "hypothetical protein"
mips_01_06
mips_02_11
mips_11
mips_11_07
mips_11_07_01
at_At3g61040 mips_01_20 "cytochrome P450 monooxygenase-like protein"
mips_01_20_17
mips_01_20_17_07
mips_11_07
mips_11_07_01
at_At4g12310 - mips_01_20_17_07 "flavonoid 3',5'-hydroxylase -like protein"
at_At4g12320 mips_01_20_17_07 "cytochrome P450 homolog"
mips_11_07_01
at_At2g02580 mips_11_07 "putative cytochrome P450"
mips_11_07_01
at_At2g12190 - mips_01_20_17 "pseudogene"
mips_01_20_17_07
at_At2g26170 mips_01_06_04 "Cytochrome P450 like protein"
mips_11_07_01
at_At2g27010 mips_02 "putative cytochrome P450"
mips_01_07
mips_01_20
mips_01_20_99
mips_02_11
mips_11_05
mips_11_05_03
mips_11_07
mips_11_07_01
mips_11_10
mips_11_10_09
mips_11_10_99
mips_13_11
mips_13_11_03
mips_13_11_03_05
mips_40_02
at_At2g30770 mips_11_07_01 "putative cytochrome P450"
at_At2g42250 mips_01_20 "putative cytochrome P450"
mips_01_20_17
mips_01_20_17_07
mips_11_07
mips_11_07_01
at_At2g45550 mips_01_20_17_07 "putative cytochrome P450"
mips_11_07_01
at_At2g45560 mips_01_20_17 "cytochrome P450 like protein"
mips_01_20_17_07
mips_11_07_01
at_At2g45580 mips_01_20_17_07 "putative cytochrome P450"
mips_11_07_01
at_At2g46660 mips_01_20_17_07 "putative cytochrome P450"
mips_11_07_01
at_At3g14620 - mips_45 "putative cytochrome P450"
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At3g14640 - mips_45 "putative cytochrome P450"
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At3g14680 - mips_02 "putative cytochrome P450"
mips_01_06
mips_01_06_01
mips_02_11
mips_40_07
mips_45
mips_45_03
mips_45_03_15
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At3g26150 mips_11_07_01 "cytochrome P450, putative"
at_At3g26160 mips_11_07_01 "cytochrome P450, putative"
at_At3g26170 mips_11_07_01 "cytochrome P450, putative"
at_At3g26180 mips_11_07_01 "cytochrome P450 like protein"
at_At3g26200 mips_11_07_01 "cytochrome P450 like protein"
at_At3g26210 mips_11_07 "cytochrome P450, putative"
mips_11_07_01
at_At3g26300 mips_11_07_01 "cytochrome P450, putative"
at_At3g26330 mips_11_07_01 "cytochrome P450, putative"
at_At3g26830 mips_11_07 "putative cytochrome P450"
mips_11_07_01
at_At3g28740 - mips_01_20 "cytochrome P450, putative"
mips_01_20_35
mips_01_20_35_01
mips_01_20_99
at_At1g11600 - mips_01_20_17 "cytochrome P450 like protein"
mips_01_20_17_07
at_At1g11680 - mips_45 "obtusifoliol 14-alpha demethylase like protein"
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At3g44250 mips_01 "cytochrome P450-like protein"
mips_01_20
mips_11
mips_11_07
mips_11_07_01
mips_98
at_At3g52970 mips_02 "cytochrome P450 - like protein"
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_02_11
mips_11_07
mips_11_07_01
at_At3g53280 mips_11_07 "cytochrome P450 monooxygenase (CYP71B5)"
mips_11_07_01
at_At4g15440 mips_01_06_04 "hydroperoxide lyase (HPL1)"
mips_11_07_01
at_At4g19230 mips_01_06_01 "putative cytochrome P450 protein"
mips_11_07_01
mips_11_10
mips_11_10_09
mips_11_10_99
mips_13_11_03
mips_13_11_03_05
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At4g20240 mips_11_07_01 "putative protein"
at_At4g22710 mips_01_20_17 "cytochrome P450 - like protein"
mips_01_20_17_07
mips_11_07_01
at_At4g31500 mips_11_07_01 "cytochrome P450 monooxygenase (CYP83B1)"
at_At4g37310 - mips_01_20_35 "cytochrome P450-like protein"
mips_01_20_35_01
mips_01_20_99
mips_02_11
at_At4g37410 - mips_01_20_35 "cytochrome P450 monooxygenase like protein"
mips_01_20_35_01
mips_01_20_99
at_At4g37430 - mips_01_20_17_07 "cytochrome P450 monooxygenase (CYP91A2)"
mips_01_20_35
mips_01_20_35_01
mips_01_20_99
at_At4g39500 mips_02 "cytochrome P450 -like protein"
mips_01_06
mips_02_11
mips_11_07
mips_11_07_01
at_At4g39510 - mips_01_20_17 "cytochrome P450 -like protein"
mips_01_20_17_07
at_At5g10610 mips_01_20_17_07 "cytochrome P450 - like protein"
mips_01_20_35
mips_01_20_35_01
mips_11_07_01
at_At5g14400 mips_01_06_04 "putative protein"
mips_11_07_01
at_At5g24910 mips_01_06_04 "cytochrome P450-like protein"
mips_11_07_01
at_At5g25120 mips_11_07_01 "cytochrome P450-like protein"
at_At5g25180 mips_11_07_01 "cytochrome P450 71B1 - like protein"
at_At5g33441 mips_11_07_01 "cytochrome P450-like protein"
at_At5g36220 - mips_01_20_35 "cytochrome P450 monooxygenase (CYP91A1)"
mips_01_20_35_01
mips_01_20_99
at_At5g44620 - mips_01_20_17_07 "flavonoid 3',5'-hydroxylase-like; cytochrome P450"
at_At5g45340 mips_01_06_01_07 "cytochrome P450"
mips_01_06_01_07_11
mips_11_07_01
mips_11_10
mips_11_10_09
mips_11_10_99
mips_13_11_03
mips_13_11_03_05
at_At5g47990 - mips_01_20_17_07 "cytochrome P450"
at_At5g05260 - mips_01 "cytochrome P450 CYP79A2 (CYP79A2)"
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_98
at_At5g06900 mips_01_20_17_07 "cytochrome P450"
mips_11_07_01
at_At5g02900 mips_11_07_01 "cytochrome P450 - like protein"
Training Accuracy: 48/69 (69.57%)
Training Frequency class 'mips_11_07_01': 58/4529 (1.28%)
Evaluation on validation data (2278 items):
at_At1g01280 mips_01 "cytochrome P450, putative"
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_02_11
mips_11
mips_11_07_01
mips_98
at_At1g50560 mips_02_11 "cytochrome P450, putative"
mips_11_07
mips_11_07_01
at_At1g64940 mips_01_20 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_11_07
mips_11_07_01
at_At1g64950 - mips_01 "unknown protein"
mips_02
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_02_11
mips_40
mips_63
mips_98
mips_99
at_At1g65340 - mips_45_03_15 ""
mips_47_03_15
mips_47_03_15_07
at_At1g13080 mips_11_07 "putative cytochrome P450 monooxygenase (At1g13080)"
mips_11_07_01
at_At1g16400 mips_01_20_17 "cytochrome P450-like protein (At1g16400)"
mips_01_20_17_07
mips_11_07
mips_11_07_01
at_At1g16410 mips_01_20_17 "putative cytochrome P450 protein"
mips_01_20_17_07
mips_11_07_01
at_At2g14100 - mips_01_20_17 "putative cytochrome P450"
mips_01_20_17_07
mips_02_11
at_At2g22330 mips_01_20_17 "putative cytochrome P450"
mips_01_20_17_07
mips_02_11
mips_11_07
mips_11_07_01
at_At2g23220 - mips_01_20_35 "putative cytochrome P450"
mips_01_20_35_01
mips_01_20_99
at_At2g32440 - mips_45 "putative cytochrome P450"
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At2g44890 - mips_45 "putative cytochrome P450"
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At2g24180 mips_11_07_01 "putative cytochrome P450"
at_At3g53290 mips_01_20 "CYTOCHROME P450 - like protein"
mips_01_20_35
mips_01_20_35_01
mips_11
mips_11_07
mips_11_07_01
at_At3g61880 mips_02 "cytochrome p450 (CYP78A9)"
mips_01_06
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_02_11
mips_11
mips_11_07
mips_11_07_01
at_At3g14630 - mips_45 "putative cytochrome P450"
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At3g26270 mips_02_11 "cytochrome P450, putative"
mips_11_07
mips_11_07_01
at_At3g48270 mips_11_07 "cytochrome P450 - like protein"
mips_11_07_01
at_At3g48320 mips_11_07 "cytochrome P450 - like protein"
mips_11_07_01
at_At3g48520 - mips_01_06 "cytochrome P450-like protein"
mips_01_06_99
at_At3g44970 mips_01_01_01 "cytochrome P450 - like protein"
mips_01_01_10
mips_01_02
mips_01_02_99
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_07
mips_01_20_99
mips_02_11
mips_11_05_03
mips_11_07
mips_11_07_01
mips_11_10
mips_11_10_09
mips_11_10_99
mips_13_11_03
mips_13_11_03_05
mips_40_07
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
at_At4g22690 mips_01_20_17 "cytochrome P450 like protein"
mips_01_20_17_07
mips_11_07
mips_11_07_01
at_At4g37320 - mips_01_20 "cytochrome P450-like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_99
at_At4g37400 - mips_01_20_35 "cytochrome P450 monooxygenase -like protein"
mips_01_20_35_01
mips_01_20_99
at_At4g39480 mips_11_07_01 "cytochrome P450 - like protein"
at_At4g39490 mips_11_07_01 "cytochrome P450 - like protein"
at_At5g10600 mips_01_20_35 "cytochrome P450 - like protein"
mips_01_20_35_01
mips_11_07_01
at_At5g25900 mips_01_20_13 "cytochrome P450 GA3"
mips_11_07_01
mips_20_20
mips_20_20_18
at_At5g51900 - mips_01_06_01 "putative protein"
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At5g57220 - mips_01_20_17 "cytochrome P450"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_01_20_99
Validation Accuracy: 19/31 (61.29%)
Validation Frequency class 'mips_11_07_01': 22/2278 (0.97%)
Evaluation on propertest data (3835 items):
at_At1g05160 - mips_02 "putative cytochrome P450"
mips_01_06
mips_01_06_01
mips_02_11
mips_40_07
mips_45
mips_45_03
mips_45_03_15
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At1g63710 - mips_45 "cytochrome P450 like protein"
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At1g65670 - mips_01_06_01 "cytochrome P450, putative"
mips_02_11
mips_40_07
mips_45
mips_45_03
mips_45_03_15
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At1g79370 - mips_01_20_17 "hypothetical protein"
mips_01_20_17_07
at_At1g11610 mips_11_07 "putative cytochrome P450"
mips_11_07_01
at_At1g12740 - mips_45_03_15 "hypothetical protein"
mips_47_03_15
mips_47_03_15_07
at_At1g13110 mips_01_20 "putative cytochrome P450 monooxygenase"
mips_11_07
mips_11_07_01
at_At1g13090 mips_11_07_01 "cytochrome P450 monooxygenase like protein"
at_At2g17330 - mips_45 "putative obtusifoliol 14-alpha demethylase"
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At2g29090 mips_01_01_01 "putative cytochrome P450"
mips_01_02
mips_01_02_99
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_04
mips_01_07
mips_01_20_99
mips_11_05_03
mips_11_07_01
mips_11_10
mips_11_10_09
mips_11_10_99
mips_13_11_03
mips_13_11_03_05
at_At2g30490 mips_01_06_04 "cinnamate-4-hydroxylase"
mips_01_07
mips_01_20_99
mips_11_05_03
mips_11_07_01
mips_11_10
mips_11_10_09
mips_11_10_99
mips_13_11_03
mips_13_11_03_05
at_At2g34500 - mips_45 "putative cytochrome P450"
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At2g45510 - mips_45 "putative cytochrome P450"
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At2g45570 mips_01_20_17_07 "cytochrome P450 (CYP76C2)"
mips_11_07_01
at_At2g45970 mips_11_07_01 "putative cytochrome P450"
mips_45
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At2g40890 mips_01_20 "cytochrome P450 like protein"
mips_01_20_17
mips_01_20_17_07
mips_11
mips_11_07
mips_11_07_01
at_At3g03470 - mips_01_20_17_07 "putative cytochrome P450"
mips_01_20_35_01
at_At3g10560 mips_01 "putative cytochrome P450"
mips_02
mips_01_06
mips_01_20
mips_02_11
mips_11
mips_11_07
mips_11_07_01
mips_63
mips_98
at_At3g10570 mips_01_20_17 "putative cytochrome P450"
mips_01_20_17_07
mips_11_07_01
at_At3g14650 - mips_45 "putative cytochrome P450"
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At3g14660 - mips_01_06_01 "putative cytochrome P450"
mips_02_11
mips_40_07
mips_45
mips_45_03
mips_45_03_15
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At3g14690 - mips_01_06_01 "putative cytochrome P450"
mips_02_11
mips_40_07
mips_45
mips_45_03
mips_45_03_15
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At3g20130 mips_11_07_01 "cytochrome P450, putative"
at_At3g20140 - mips_01_20_17 "cytochrome P450, putative"
mips_01_20_17_07
mips_02_11
at_At3g25180 mips_01_20_17_07 "cytochrome P450 monooxygenase, putative"
mips_11_07_01
at_At3g26190 mips_11_07_01 "cytochrome P450, putative"
at_At3g26220 mips_02 "cytochrome P450 monooxygenase (CYP71B3)"
mips_02_11
mips_11
mips_11_07
mips_11_07_01
at_At3g26230 mips_11_07_01 "cytochrome P450, putative"
at_At3g26280 mips_01 "cytochrome P450 monooxygenase (CYP71B4)"
mips_02
mips_01_20
mips_02_11
mips_11
mips_11_07
mips_11_07_01
mips_63
mips_98
at_At3g26310 mips_11_07_01 "cytochrome P450, putative"
at_At3g26320 mips_11_07_01 "cytochrome P450, putative"
at_At3g30290 - mips_02 "cytochrome P450, putative"
mips_01_06
mips_01_06_01
mips_02_11
mips_40_07
mips_45
mips_45_03
mips_45_03_15
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At3g48290 mips_11_07 "cytochrome P450 - like protein"
mips_11_07_01
at_At3g48310 mips_11_07_01 "cytochrome P450 - like protein"
at_At3g50660 - mips_01_06_01_07 "steroid 22-alpha-hydroxylase (DWF4)"
mips_01_06_01_07_11
mips_20_20
mips_20_20_18
mips_45
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At3g53300 mips_02_11 "CYTOCHROME P450-like protein"
mips_11_07
mips_11_07_01
at_At3g01900 - mips_01_06_99 "putative cytochrome P450"
at_At4g12300 mips_01_20_17_07 "flavonoid 3',5'-hydroxylase -like protein"
mips_11_07_01
at_At4g12330 mips_01_20 "flavonoid 3',5'-hydroxylase like protein"
mips_01_20_17
mips_01_20_17_07
mips_11_07
mips_11_07_01
at_At4g13770 mips_11_07_01 "cytochrome P450 monooxygenase (CYP83A1)"
at_At4g15110 mips_11_07_01 "cytochrome P450 (Z97337.39)"
mips_45
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At4g15310 - mips_45 "cytochrome P450 like protein"
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At4g15350 mips_11_07 "cytochrome P450 like protein"
mips_11_07_01
at_At4g15360 - mips_01_20_17 "cytochrome P450 like protein"
mips_01_20_17_07
at_At4g27710 - mips_01_06_01 "cytochrome P450 - like protein"
mips_02_11
mips_40_07
mips_45
mips_45_03
mips_45_03_15
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At4g36220 - mips_01_20_35_01 "ferulate-5-hydroxylase (FAH1)"
at_At4g36380 - mips_02 "cytochrome P450 (ROTUNDIFOLIA3)"
mips_01_06
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_11
at_At4g37360 - mips_01_20_99 "cytochrome p450 - like protein"
at_At4g39950 - mips_01_20_17_07 "cytochrome P450 like protein"
mips_01_20_35
mips_01_20_35_01
at_At5g04630 mips_01_20 "cytochrome P450 - like protein"
mips_01_20_17
mips_01_20_17_07
mips_11
mips_11_07
mips_11_07_01
at_At5g04660 mips_01_20_17_07 "cytochrom P450 - like protein"
mips_11_07_01
at_At5g06905 mips_01_20_17 "cytochrome P450-like protein"
mips_01_20_17_07
mips_11_07_01
at_At5g07990 mips_01 "flavonoid 3'-hydroxylase - like protein"
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_11
mips_11_07
mips_11_07_01
mips_98
mips_99
at_At5g08250 - mips_01_06_01 "cytochrome P450-like protein"
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At5g35920 mips_11_07 "cytochrome P450-like"
mips_11_07_01
at_At5g36110 - mips_45 "cytochrome P450-like"
mips_45_03
mips_45_03_15
mips_47_03_15
mips_47_03_15_07
at_At5g42580 - mips_01_20_17_07 "cytochrome P450"
at_At5g42590 mips_11_07_01 "cytochrome P450"
at_At5g42650 - mips_01_20_17_07 "allene oxide synthase (emb|CAA73184.1)"
at_At5g57260 mips_11_07_01 "cytochrome P450"
at_At5g58860 mips_02 "cytochrome P450 CYP86A1"
mips_01_06
mips_02_11
mips_11_07
mips_11_07_01
at_At5g61320 mips_01 "cytochrome P450 - like protein"
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_11
mips_11_07
mips_11_07_01
mips_98
at_At5g63450 - mips_01_06_99 "cytochrome P450-like protein"
at_At5g67310 - mips_01_20_17_07 "cytochrome P450"
mips_01_20_35
mips_01_20_35_01
mips_01_20_99
at_At5g04330 - mips_01_20_35 "ferulate-5-hydroxylase (CYP84)"
mips_01_20_35_01
Propertest Accuracy: 35/65 (53.85%)
Propertest Frequency class 'mips_11_07_01': 45/3835 (1.17%)
New (unknown) data (2278 items):
at_At1g13150 - mips_02_11 "putative cytochrome P450 monooxygenase"
at_At1g47620 - mips_02_11 "hypothetical protein"
at_At1g57750 - mips_02_11 "putative protein"
at_At1g67110 - no entry null
at_At1g74110 - no entry null
at_At2g05180 - mips_01 "putative cytochrome P450"
mips_02
mips_01_20
mips_02_11
mips_40
mips_63
mips_98
mips_99
at_At2g27000 - mips_02_11 "putative cytochrome P450"
at_At2g27690 - mips_02_11 "putative cytochrome P450"
at_At2g28860 - no entry null
at_At2g30750 - no entry null
at_At3g19270 - no entry null
at_At3g20080 - no entry null
at_At3g20090 - no entry null
at_At3g20950 - no entry null
at_At4g13290 - no entry null
at_At4g15300 - no entry null
at_At5g38450 - mips_01_06 "cytochrome P450-like protein"
at_At5g05690 - no entry null
at_At1g28430 - no entry null
at_At1g31800 - no entry null
at_At3g20120 - mips_01_20 "cytochrome P450, putative"
at_At3g20940 - mips_02_11 "cytochrome P450, putative"
at_At3g20960 - no entry null
at_At3g30180 - no entry null
at_At3g48300 - mips_98 "cytochrome p450 like protein"
mips_99
at_At4g13310 - no entry null
at_At4g15380 - mips_01 "cytochrome P450 like protein"
mips_02
mips_01_06
mips_02_11
mips_40
mips_63
mips_98
mips_99
at_At4g00360 - mips_02_11 "probable cytochrome P450"
at_At5g24900 - mips_02 "cytochrome P450-like protein"
mips_02_11
mips_98
at_At5g24950 - no entry null
at_At5g36130 - no entry null
at_At1g50520 - mips_02_11 "cytochrome P450, putative"
at_At1g64900 - mips_02_11 "putative protein"
at_At1g73340 - no entry null
at_At1g17060 - no entry null
at_At2g21910 - no entry null
at_At2g23180 - no entry null
at_At2g28850 - no entry null
at_At2g42850 - mips_01_06 "putative cytochrome P450"
at_At2g26710 - mips_02_11 "putative cytochrome P450"
at_At2g46950 - no entry null
at_At2g46960 - mips_01 "putative cytochrome P450"
mips_02
mips_01_06
mips_02_11
mips_63
mips_98
at_At3g14610 - mips_02_11 "putative cytochrome P450"
at_At3g48280 - mips_01_20 "Cytochrome P450 - like protein"
at_At4g32170 - no entry null
at_At5g23190 - no entry null
at_At5g24960 - no entry null
at_At5g25130 - no entry null
at_At5g25140 - no entry null
at_At5g36140 - no entry null
at_At5g38970 - no entry null
at_At5g52320 - no entry null
------------------
Rule 2586
eval(_1,_2,4.0e-3-0.1),classification(_2,streptomyces),keyword(_2,complete_proteome) = 0
eval(_1,_2,4.0e-3-0.1),mol_wt(_2,1574.0-38820.0),classification(_2,pseudomonadales) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,treponema),keyword(_2,complete_proteome) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,bacillus),db_ref(_2,hamap) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,embl) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,methanocaldococcus),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,alternative_splicing) = 0
-> class mips_01_01_01 "amino acid biosynthesis"
Evaluation on training data (4529 items):
at_At1g48850 mips_01_01_01_11 "unknown protein"
at_At1g58080 mips_01_01 "unknown protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_15
mips_01_01_04
at_At1g62800 mips_01_01_01_01 "aspartate aminotransferase (Asp4)"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At1g70580 mips_01_01_01_01 "putative alanine aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_01_02
mips_01_02_01
mips_02_01
mips_14_20
mips_20_20
mips_20_20_18
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g72810 mips_01_01_01_07 "hypothetical protein"
mips_01_01_01_07_03
mips_01_01_01_11
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
at_At1g74040 mips_01_01_01 "putative 2-isopropylmalate synthase"
mips_01_01_01_15
mips_01_01_01_15_03
mips_01_05
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_06
mips_01_06_01
mips_01_07
mips_40_16
mips_63_19
mips_63_21
mips_63_21_15
at_At1g75330 mips_01_01 "ornithine carbamoyltransferase precursor"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_01_01_03
mips_01_01_10
mips_01_01_10_01
mips_01_03
mips_01_02
mips_01_03_04
mips_01_03_04_03
mips_40_03
mips_40_16
mips_63_19
at_At2g22810 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase (ACS4)"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At2g23960 mips_01_01_01_11 "unknown protein"
mips_01_01_01_11_13
mips_01_02
mips_01_03_01
mips_01_03_04
mips_01_03_04_03
at_At2g34890 mips_01_01 "putative CTP synthase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_03
mips_01_03_04
mips_01_03_04_03
mips_30_01
at_At2g22250 mips_01_01_01_07 "putative aspartate aminotransferase"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02_01
mips_63_21
mips_63_21_17
at_At2g26800 mips_01_01_01_15 "hydroxymethylglutaryl-CoA lyase like protein"
mips_01_01_01_15_03
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_03
mips_02_01
at_At2g28880 mips_01_01 "putative para-aminobenzoate synthase and glutamine amidotransferase, a bifunctional enzyme"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_06_04
mips_01_07
mips_01_07_01
mips_01_20_33
mips_14_10
mips_14_10_02
at_At2g30970 mips_01_01_01_01 "aspartate aminotransferase (AAT1)"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At2g44040 mips_01_01 "unknown protein"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_06
mips_01_01_01_07_06_01
at_At2g45440 mips_01 "putative dihydrodipicolinate synthase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_06
mips_01_01_01_07_06_01
mips_02
mips_01_05
mips_01_05_01
mips_02_05
at_At2g47510 mips_01_01_01_07 "putative fumarase"
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02_01
mips_01_02_04
mips_01_03_01
mips_01_03_01_03
mips_02_10
at_At3g10050 mips_01_01_01_11 "threonine dehydratase/deaminase (OMR1)"
mips_01_01_01_11_01
mips_01_01_01_15
mips_01_01_01_15_02
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_20_25_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At3g12670 mips_01_01_01_01 "hypothetical protein"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_03_04
mips_01_03_04_03
at_At3g58610 mips_01_01 "ketol-acid reductoisomerase"
mips_01_01_01
mips_01_01_01_15
mips_01_01_01_15_02
mips_01_01_01_15_04
mips_40_16
at_At3g59760 mips_01_01_01_11 "cysteine synthase"
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
at_At3g59890 mips_01_01_01_07 "putative protein"
mips_01_01_01_07_06
mips_01_01_01_07_06_01
at_At3g61440 mips_01_01 "cysteine synthase (AtcysC1)"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_40_16
at_At4g04610 mips_01_01_01_11 "5'-adenylylsulfate reductase"
mips_01_01_01_11_03
mips_01_02_01
at_At4g08040 mips_01_01_01_07 "putative protein"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At4g11640 mips_01_01_01_11 "putative protein"
mips_01_01_01_11_01
mips_01_01_01_15
mips_01_01_01_15_02
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_07
mips_01_20_19
mips_01_20_21
mips_20_25_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At4g14880 mips_01_01_01_11 "cytosolic O-acetylserine(thiol)lyase (EC 4.2.99.8)"
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
at_At4g20320 mips_01_01_01_01 "CTP synthase like protein"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_03_04
mips_01_03_04_03
at_At4g24830 mips_01_01 "argininosuccinate synthase like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_03
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_01
mips_01_02
mips_01_02_01
at_At4g26200 mips_01_01 "1-aminocyclopropane-1-carboxylate synthase -like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
at_At4g30530 mips_01_01_01 "unknown protein"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_03
mips_01_03_01
mips_01_03_01_03
at_At4g31990 mips_01_01_01_01 "aspartate aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At5g10920 mips_01_01 "argininosuccinate lyase (AtArgH)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_01_01_03
mips_01_01_10
mips_01_01_10_01
mips_01_03
mips_01_02
mips_01_03_01
mips_01_03_01_03
mips_01_05_01_01_01
at_At5g11520 mips_01_01 "aspartate aminotransferase (Asp3)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_02
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20
mips_01_20_17
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_16
mips_40_26
mips_40_26_03
at_At5g17990 mips_01_01 "anthranilate phosphoribosyltransferase, chloroplast precursor (sp|Q02166)"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_13
at_At5g28030 mips_01_01_01_11 "cysteine synthase - like"
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
at_At5g36160 mips_01_01 "tyrosine aminotransferase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At5g38200 mips_01_01_01_01 "unknown protein"
mips_01_01_01_01_02
mips_01_01_01_11_13
mips_01_01_10_01
mips_01_03_01
mips_01_03_01_03
mips_01_07
at_At5g57890 mips_01_01 "anthranilate synthase beta chain"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_03
mips_01_02
mips_01_03_04
mips_01_03_04_03
mips_01_07
mips_01_07_01
at_At5g65800 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase ACS5 (pir||S71174)"
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At5g54810 mips_01_01_01_07 "tryptophan synthase beta chain 1 precursor (sp|P14671)"
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_01_10_03
mips_01_01_10_05
mips_01_02_01
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
at_At1g01480 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase (ACC2)"
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
Training Accuracy: 42/42 (100.00%)
Training Frequency class 'mips_01_01_01': 213/4529 (4.70%)
Evaluation on validation data (2278 items):
at_At1g30820 mips_01_01_01_01 "CTP synthase-like protein"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_03_04
mips_01_03_04_03
at_At1g55880 mips_01_01_01_07 "hypothetical protein"
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
at_At1g63660 mips_01_01 "GMP synthase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_03
mips_01_03_01
mips_01_03_01_03
mips_01_03_04
mips_01_03_04_03
at_At1g79470 - mips_01_03_01 "unknown protein"
mips_01_03_01_03
at_At2g20610 mips_01_01 "putative tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_17
mips_01_20_50
mips_11_07
mips_11_07_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_63_11
at_At2g43750 mips_01_01_01_11 "cysteine synthase (cpACS1)"
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_20_17
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
at_At2g24850 mips_01_01 "putative tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_14_20
mips_20_20
mips_20_20_18
mips_63_21
mips_63_21_17
at_At3g60880 mips_01_01_01_07 "dihydrodipicolinate synthase precursor"
mips_01_01_01_07_06
mips_01_01_01_07_06_01
mips_02_05
at_At3g10030 mips_01_01_01_01 "uridylate kinase like protein"
mips_01_01_01_01_02
mips_01_01_01_01_02_01
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_07_06
mips_01_01_10
mips_01_01_10_01
mips_01_03_01
mips_01_03_04
at_At4g18440 mips_01 "adenylosuccinate lyase like protein"
mips_01_01
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_03
mips_01_03
mips_01_03_01
mips_01_03_01_01
mips_01_03_01_03
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_25
mips_25_05
mips_25_05_09
mips_30
mips_30_10
mips_40
mips_40_03
at_At5g28020 mips_01_01 "cysteine synthase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
at_At5g38530 mips_01_01_01 "tryptophan synthase beta chain"
mips_01_01_01_07
mips_01_01_01_07_03
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_01_10_03
mips_01_01_10_05
mips_01_20_17
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
at_At5g57590 mips_01_01_01_01 "adenosylmethionine-8-amino-7-oxononanoate aminotransferase-like protein"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07_01
mips_13_03_01
at_At5g60540 - mips_01_03_04 "imidazoleglycerol-phosphate synthase subunit H - like"
mips_01_03_04_03
mips_01_07_01
Validation Accuracy: 12/14 (85.71%)
Validation Frequency class 'mips_01_01_01': 131/2278 (5.75%)
Evaluation on propertest data (3835 items):
at_At1g66860 mips_01_01_01_01 "unknown protein"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_03_01
mips_01_03_01_03
mips_01_03_04
mips_01_03_04_03
at_At1g72330 mips_01_01_01 "alanine aminotransferase (ALAAT2)"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_02_01
mips_01_20_99
mips_02_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g17290 mips_01_01 "alanine aminotransferase (ALAAT1)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_02
mips_01_02
mips_01_02_01
mips_01_20
mips_02_01
mips_20
mips_20_20
mips_20_20_18
mips_40_03
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g23310 mips_01_01 "putative alanine aminotransferase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_01_02
mips_01_02_01
mips_02_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g25220 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_01
mips_01_01_01_03
mips_01_01_01_03_01
mips_01_03
mips_01_02
mips_01_02_99
mips_01_03_04
mips_01_03_04_03
mips_11
mips_11_07
mips_11_07_03
mips_20
mips_20_05
mips_40_03
mips_40_16
mips_63_19
at_At2g23970 - mips_01_02 "unknown protein"
mips_01_03_01
mips_01_03_01_03
mips_01_03_04
mips_01_03_04_03
at_At3g03630 mips_01_01 "O-acetylserine (thiol) lyase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_17
mips_01_20_19
mips_01_20_21
mips_40_16
mips_63_21
mips_63_21_17
at_At3g04520 mips_01 "L-allo-threonine aldolase like protein"
mips_01_01
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_07
mips_01_01_10
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_25_05_25
mips_30
mips_30_02
mips_40_03
mips_40_07
mips_40_16
mips_63
mips_63_21
mips_63_21_17
at_At3g20330 mips_01_01_01 "aspartate carbamoyltransferase precursor (aspartate transcarbamylase)"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_03_04
mips_01_03_04_03
at_At3g22460 mips_01_01_01 "unknown protein"
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_10_03
mips_01_01_10_05
mips_01_20_17
mips_01_20_19
mips_01_20_21
mips_40_16
mips_63_21
mips_63_21_17
at_At3g27740 - mips_01_03_04 "carbamoyl phosphate synthetase small subunit (carA)"
mips_01_03_04_03
mips_20_05
at_At3g49700 mips_01 "1-aminocyclopropane-1-carboxylate synthase -like protein"
mips_01_01
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
mips_98
at_At3g04940 mips_01_01_01_07 "cysteine synthase (AtcysD1)"
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
mips_01_02_01
at_At4g27070 mips_01_01_01_07 "tryptophan synthase beta-subunit (TSB2)"
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_20_19
mips_01_20_21
mips_63_21
mips_63_21_17
at_At4g28420 mips_01_01 "tyrosine transaminase-like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_17
mips_01_20_50
mips_40_16
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_63_11
mips_63_21
mips_63_21_17
at_At4g29840 mips_01_01_01 "threonine synthase"
mips_01_01_01_07
mips_01_01_01_07_03
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_01_10_03
mips_01_01_10_05
at_At4g33150 mips_01_01 "lysine-ketoglutarate reductase/saccharopine dehydrogenase (LKR/SDH)"
mips_01_01_01
at_At4g02120 mips_01_01 "CTP synthase - like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_03
mips_01_03_04
mips_01_03_04_03
mips_30_01
at_At4g23590 mips_01_01_01_11 "tyrosine transaminase like protein"
mips_01_01_01_11_09
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_14_20
mips_20_20
mips_20_20_18
at_At4g23600 mips_01_01_01_11 "tyrosine transaminase like protein"
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At4g30540 mips_01 "putative protein"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_03
mips_01_02
mips_01_03_01
mips_01_03_01_03
mips_01_03_04
mips_01_03_04_03
mips_01_07
mips_01_07_01
mips_40_03
mips_40_10
mips_40_16
mips_63
mips_63_19
at_At4g30550 - mips_01_02 "unknown protein"
mips_01_03_01
mips_01_03_01_03
mips_01_03_04
mips_01_03_04_03
at_At4g37770 mips_01_01 "1-aminocyclopropane-1-carboxylate synthase - like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
at_At5g19550 mips_01_01 "aspartate aminotransferase Asp2"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At5g23010 mips_01_01 "2-isopropylmalate synthase-like; homocitrate synthase-like"
mips_01_01_01
mips_01_01_01_15
mips_01_01_01_15_03
mips_01_05_01_03
mips_01_05_01_03_01
mips_01_06_01
mips_02_01
at_At5g50950 mips_01_01_01_07 "fumarate hydratase"
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02_01
mips_01_02_04
mips_02_10
at_At5g51690 mips_01_01 "ACS12 (MIO24.18)"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At5g57600 - mips_01_07_01 "putative protein"
at_At5g63570 - mips_01_01_99 "glutamate-1-semialdehyde 2,1-aminomutase 1 precursor (GSA 1) (glutamate-1-semialdehyde aminotransferase 1) (GSA-AT 1) (sp|P42799)"
mips_01_02
mips_01_02_01
mips_01_07_01
mips_01_20_19
mips_01_20_19_01
mips_01_20_99
mips_40_26
mips_40_26_03
at_At5g03430 mips_01_01_01_11 "putative protein"
mips_01_01_01_11_03
mips_01_02
mips_01_02_01
mips_01_07_01
mips_03_01_01
mips_03_01_01_01
Propertest Accuracy: 25/30 (83.33%)
Propertest Frequency class 'mips_01_01_01': 196/3835 (5.11%)
New (unknown) data (2278 items):
at_At1g23320 - no entry null
at_At1g48420 - no entry null
at_At1g69410 - no entry null
at_At1g70570 - no entry null
at_At1g76170 - no entry null
at_At4g24670 - no entry null
at_At1g25170 - no entry null
------------------
Rule 3910
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,spirurida) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,sorghum) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,metatheria) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,entamoebidae) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,actinobacteria) = 1
eval(_1,_2,4.0e-3-0.1),mol_wt(_2,38820.0-54204.0),classification(_2,aquifex) = 0
eval(_1,_2,4.0e-3-0.1),sq_len(_2,485.0-667.0),classification(_2,dictyostelium) = 0
eval(_1,_2,9.0e-25-8.0e-10),species(_2,escherichia_coli),db_ref(_2,smart) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,stramenopiles),db_ref(_2,pfam) = 0
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,inner_membrane),db_ref(_2,sgd) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,homolog) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,type) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,rosidae),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,solanales),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,rodentia),keyword(_2,polymorphism) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,amphibia),db_ref(_2,prodom) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,actinopterygii),db_ref(_2,prodom) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,gammaproteobacteria),keyword(_2,signal) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),desc(_2,cytochrome) = 0
-> class mips_01_01_01 "amino acid biosynthesis"
Evaluation on training data (4529 items):
at_At1g13440 - mips_02_01 "putative protein"
mips_02_01_01
mips_63_13
mips_63_13_01
mips_63_21
mips_63_21_07
at_At1g14810 mips_01_01 "aspartate-semialdehyde dehydrogenase, putative"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_01_01_03
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_40_16
at_At1g17650 mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_01_01_15
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_03
mips_01_07
at_At1g24340 - mips_01 "hypothetical protein"
mips_01_01
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_01_20_33
mips_11
mips_11_05
mips_11_05_01
mips_11_07
mips_11_07_03
mips_40_03
mips_67
mips_67_15
mips_98
at_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_At1g31230 mips_01_01 "putative aspartate kinase-homoserine dehydrogenase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_07_06
mips_01_01_01_07_06_01
mips_01_01_04
at_At1g32480 - mips_01_05_01_01_01 "NAD+ dependent isocitrate dehydrogenase subunit 2, putative"
mips_02_01
mips_02_10
mips_14_01_03
at_At1g03630 mips_01_01 "protochlorophyllide reductase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_30_26
mips_30_26_03
at_At1g48030 mips_01_01 "lipoamide dehydrogenase precursor"
mips_01_01_01
mips_02_01
mips_02_08
mips_02_10
mips_02_11
mips_11_07
mips_67_15
at_At1g51720 mips_01_01_01_01 "hypothetical protein"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_02
mips_01_02_01
at_At1g54340 - mips_01_06_04 "NADP specific isocitrate dehydrogenase"
mips_02_10
mips_02_99
mips_40_19
at_At1g54870 mips_01 "putative protein (At1g54870)"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_16
at_At1g55510 - mips_01_01 "branched-chain alpha-keto acid decarboxylase E1 beta subunit"
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
mips_01_05_01
mips_01_05_01_01
mips_01_06
mips_02_01
mips_02_10
mips_40_16
at_At1g62610 mips_01_01 "similar to glucose 1-dehydrogenase (AB000617); similar to EST gb|T88100"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
at_At1g62960 mips_01_01_01 "1-aminocyclopropane-1-carboxylate synthase, putative"
mips_01_01_10_03
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At1g63380 mips_01_01_01_11 "reductase, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At1g65930 - mips_01_06_04 "unknown protein"
mips_02_10
mips_02_99
mips_40_19
at_At1g70580 mips_01_01_01_01 "putative alanine aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_01_02
mips_01_02_01
mips_02_01
mips_14_20
mips_20_20
mips_20_20_18
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g71170 mips_01_01 "dehydrogenase like protein"
mips_01_01_01
mips_01_01_01_15
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_03
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_07
mips_40_16
at_At1g06820 - mips_01_03_04 "unknown protein"
mips_01_20_13
mips_01_20_17
mips_01_20_17_03
mips_01_20_50
mips_30_26
mips_30_26_03
mips_67_15
at_At1g77670 mips_01_01 "putative aminotransferase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_17
mips_01_20_23
mips_01_20_25
mips_01_20_35
mips_01_20_50
mips_63_11
at_At1g79750 - mips_01_05_01_03 "putative malate oxidoreductase"
mips_01_05_01_03_03
mips_02_08
mips_02_10
mips_02_30
mips_67_15
at_At1g80560 mips_01_01_01_15 "3-isopropylmalate dehydrogenase like protein"
mips_01_05_01_01_01
mips_02_01
mips_02_10
at_At2g41220 mips_01 "ferredoxin-dependent glutamate synthase (GLU2)"
mips_01_01
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_02
mips_01_02
mips_01_02_01
mips_01_06
mips_01_06_04
mips_02_11
mips_40
mips_40_19
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_67
mips_67_15
at_At2g02000 mips_01_01_01_11 "putative glutamate decarboxylase"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
mips_03_01_05_01
at_At2g02010 mips_01_01_01_11 "putative glutamate decarboxylase"
mips_01_01_01_11_15
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
at_At1g07440 mips_01_01_01_11 "tropinone reductase-I, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g07450 mips_01_01_01_11 "tropinone reductase-I, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g04400 mips_01_01_01_11 "indole-3-glycerol phosphate synthase like protein"
mips_01_01_01_11_13
mips_01_07_01
mips_02_01
at_At2g13360 mips_01_01_01_07 "alanine-glyoxylate aminotransferase"
mips_01_01_01_07_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_04_03
mips_04_03_03
mips_40_19
at_At2g13560 - mips_01_05_01_03_03 "malate oxidoreductase (malic enzyme)"
mips_02_08
mips_02_10
at_At2g17130 - mips_01_05_01_01_01 "putative NAD+ dependent isocitrate dehydrogenase subunit 2, IDH2"
mips_02_01
mips_02_10
mips_04_99
at_At2g19940 mips_01_01 "putative N-acetyl-gamma-glutamyl-phosphate reductase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_01_01_03
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_40_16
at_At2g29280 mips_01_01_01_11 "pseudogene"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29300 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29310 - mips_01_01_10_05 "putative tropinone reductase"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At2g29320 mips_01_01_01_11 "tropinone reductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At2g29360 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_10
mips_14_10_02
mips_40_19
mips_67_15
at_At2g37540 mips_01_01_01_11 "putative oxidoreductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At2g44160 mips_01_01_01_07 "methylenetetrahydrofolate reductase (MTHFR2)"
mips_01_01_10_03
mips_01_01_10_05
mips_01_05_01_01_05
mips_63_21
mips_63_21_05
mips_63_21_07
at_At2g47120 mips_01_01_01_11 "putative alcohol dehydrogenase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At2g47130 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At2g47140 mips_01_01_01 "alcohol dehydrogenase like protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At2g47150 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67_15
at_At3g08860 mips_01_01_01_01 "putative aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_20_50
mips_20_25_01
mips_20_25_01_01
at_At3g12790 mips_01_01_01 "unknown protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_40_16
at_At3g13450 - mips_01_01_10 "branched chain alpha-keto acid dehydrogenase E1 beta subunit"
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_08
mips_02_10
at_At3g13682 - mips_01_20_17_03 "hypothetical protein"
mips_01_20_50
at_At3g14415 - mips_01_06_04 "glycolate oxidase like protein, 3'-partial"
mips_02_13
mips_40_19
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
at_At3g18680 mips_01_01_01_01 "uridylate kinase, putative"
mips_01_01_01_01_02
mips_01_01_01_01_02_01
mips_01_01_01_03
mips_01_01_01_03_01
mips_01_01_10_01
mips_01_03_01
mips_01_03_04
at_At3g22850 mips_01_01_01_01 "unknown protein"
mips_01_01_01_01_02
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_02
mips_01_02_01
at_At3g24090 mips_01_01 "glutamine:fructose-6-phosphate amidotransferase, putative"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_02
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_04
mips_14_04_03
mips_14_04_03_03
mips_63_13
mips_63_13_01
at_At3g25530 mips_01_01_01_15 "putative protein"
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
at_At3g26650 - mips_02_01 "glyceraldehyde 3-phosphate dehydrogenase A subunit (GapA)"
mips_02_01_01
at_At3g26770 mips_01_01_01_11 "short chain alcohol dehydrogenase like protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
at_At3g27060 - mips_01_03_07 "ribonucleotide reductase small subunit, putative"
mips_03_01_05_01
mips_29_06
at_At3g46170 mips_01_01 "dehydrogenase -like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g47340 mips_01_01_01 "glutamine-dependent asparagine synthetase"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_07
mips_01_01_01_07_02
mips_01_01_10_01
mips_01_01_10_03
mips_01_02_01
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At3g47350 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g47360 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At3g48790 - mips_01_07_01 "serine palmitoyltransferase-like protein"
mips_30_02
at_At3g51680 mips_01_01_01_11 "short-chain alcohol dehydrogenase-like protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At3g52880 - mips_01_07_01 "monodehydroascorbate reductase (NADH) - like protein"
mips_02_08
at_At3g53140 - mips_01_20_05 "caffeic acid O-methyltransferase - like protein"
mips_01_20_05_11
mips_01_20_17
mips_01_20_17_03
mips_01_20_35
mips_01_20_35_01
mips_01_20_50
mips_05_04
mips_11_05_05
mips_11_05_05_01
at_At3g55290 mips_01_01_01_11 "oxidoreductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At3g58610 mips_01_01 "ketol-acid reductoisomerase"
mips_01_01_01
mips_01_01_01_15
mips_01_01_01_15_02
mips_01_01_01_15_04
mips_40_16
at_At3g59710 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_05
mips_01_20_50
at_At3g59970 mips_01_01_01_07 "methylenetetrahydrofolate reductase MTHFR1"
mips_01_01_10_03
mips_01_01_10_05
mips_01_05_01_01_05
mips_63_21
mips_63_21_05
mips_63_21_07
at_At4g01690 - mips_01_07_01 "protoporphyrinogen oxidase"
mips_40_26
mips_40_26_03
mips_63_21
mips_63_21_07
at_At4g05530 - mips_01_01_10_05 "unknown protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At4g08040 mips_01_01_01_07 "putative protein"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At4g09750 - mips_01_05_01_01_09 "putative protein"
mips_01_05_01_01_11
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g10020 mips_01_01 "putative oxidoreductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At4g13180 - mips_01_01_10_05 "short-chain alcohol dehydrogenase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
at_At4g13250 mips_01_01_01_11 "unknown protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At4g13940 mips_01_01 "adenosylhomocysteinase"
mips_01_01_01
mips_01_01_01_07
mips_01_05_01_07
mips_01_05_01_07_01
mips_01_07
mips_01_07_01
mips_01_20_23
mips_45
mips_45_03
mips_45_03_09
at_At4g15760 - mips_01_01 "hypothetical protein"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_33
mips_67_15
at_At4g23420 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_67_15
at_At4g26200 mips_01_01 "1-aminocyclopropane-1-carboxylate synthase -like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
at_At4g27450 mips_01_01 "unknown protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_07
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_02
mips_01_02_01
mips_40_03
at_At4g28680 - mips_01_01_99 "aromatic amino-acid decarboxylase - like protein"
mips_01_20_17
mips_01_20_17_03
mips_01_20_50
mips_03_01_05
at_At4g32360 mips_01_01 "MFDR (AtMFDR)"
mips_01_01_01
mips_01_01_01_01
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_02_11
mips_02_11_05
mips_63_21
mips_63_21_07
mips_67_15
at_At4g37670 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_02
mips_01_02_01
mips_40_16
at_At4g38540 - mips_01_01_10 "monooxygenase 2 (MO2)"
mips_01_01_10_05
mips_01_01_10_05_07
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_07_01
mips_01_20_33
at_At4g39660 - mips_01_01_10 "alanine:glyoxylate aminotransferase 2 homolog (AGT2)"
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07_01
mips_01_20_50
mips_20_25_01
mips_20_25_01_01
at_At5g10050 mips_01_01_01_11 "putative protein"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At5g10240 mips_01_01_01_01 "asparagine synthetase ASN3"
mips_01_01_01_01_02
mips_01_01_01_07
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_02
mips_01_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At5g11670 - mips_01_05_01_03_03 "NADP dependent malic enzyme - like protein"
mips_02_08
mips_02_10
mips_02_30
at_At5g13280 mips_01_01 "aspartate kinase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_07_06
mips_01_01_01_07_06_01
mips_01_01_04
at_At5g14200 mips_01_01 "3-isopropylmalate dehydrogenase"
mips_01_01_01
mips_01_01_01_15
mips_01_05_01_01_01
mips_02_01
mips_02_10
mips_67_15
at_At5g17330 - mips_01_01_10_01 "glutamate decarboxylase 1 (GAD 1) (sp|Q42521)"
mips_01_01_10_01_04
mips_01_06_04
at_At5g18210 mips_01_01 "Brn1-like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At5g36160 mips_01_01 "tyrosine aminotransferase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At5g48220 mips_01_01 "indole-3-glycerol phosphate synthase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_13
mips_01_07
mips_01_07_01
mips_03_99
at_At5g50130 mips_01_01 "ribitol dehydrogenase-like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_01
mips_14_01_01
mips_67_15
at_At5g50600 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g50690 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g50770 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g51030 mips_01_01_01_11 "carbonyl reductase-like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
at_At5g53970 mips_01_01 "tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_40_16
at_At5g63910 - mips_01_20 "unknown protein"
mips_01_20_17
mips_01_20_50
mips_06_13
mips_40_25
at_At5g65010 mips_01_01_01_01 "asparagine synthetase (gb|AAC72837.1)"
mips_01_01_01_01_02
mips_01_01_01_07
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_02
mips_01_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At5g65800 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase ACS5 (pir||S71174)"
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At5g07440 mips_01_01 "glutamate dehydrogenase 2 (GDH2)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_02
mips_01_02_01
mips_40_16
mips_45
mips_45_03
mips_45_03_17
mips_67
mips_67_15
at_At1g12900 - mips_02_01 "glyceraldehyde 3-phosphate dehydrogenase A, cholorplast precursor, putative"
mips_02_01_01
mips_63_13
mips_63_13_01
mips_63_21
mips_63_21_07
at_At5g02540 mips_01_01_01_11 "putative protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At5g03290 - mips_02 "W25EPL23M/W25EPL23M"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_01
mips_02_10
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_25
mips_25_05
mips_40_16
mips_63_19
at_At5g03630 - mips_01_01 "monodehydroascorbate reductase (NADH) - like protein"
mips_01_07
mips_01_07_01
mips_02_08
mips_02_11
mips_63_17
mips_63_17_09
mips_67_15
at_At5g04140 mips_01_01_01_01 "ferredoxin-dependent glutamate synthase"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_02
mips_01_02_01
mips_02_13
mips_40_19
at_At5g04620 mips_01_01 "8-amino-7-oxononanoate synthase - like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_07
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20_37
mips_25_05_25
mips_30_02
mips_40_07
at_At1g01480 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase (ACC2)"
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At2g29160 mips_01_01_01_11 "pseudogene"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_02_07
mips_14_10
mips_14_10_02
mips_40_19
at_At2g29170 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
Training Accuracy: 80/113 (70.80%)
Training Frequency class 'mips_01_01_01': 213/4529 (4.70%)
Evaluation on validation data (2278 items):
at_At1g24360 mips_01_01_01_11 "putative 3-oxoacyl [acyl-carrier protein] reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At1g27980 mips_01_01_01_01 "putative protein"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_06_04
at_At1g52340 mips_01_01_01_11 "short chain alcohol dehydrogenase, putative"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At1g57770 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_01
mips_01_07
mips_01_07_01
mips_02_11
mips_63_21
mips_63_21_07
mips_67_15
at_At1g63940 - mips_01_01 "monodehydroascorbate reductase"
mips_01_02
mips_01_02_01
mips_01_07
mips_01_07_01
mips_02_08
mips_02_11
mips_02_13
mips_02_13_01
mips_67_15
at_At1g64970 - mips_01_06 "unknown protein"
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20_05
mips_01_20_05_11
mips_40_16
mips_40_99
at_At2g06050 - mips_02_11 "12-oxophytodienoate-10,11-reductase"
mips_02_99
mips_63_21
mips_63_21_05
mips_63_21_07
mips_67_15
at_At1g17740 mips_01_01_01_11 "unknown protein"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_02_01
mips_02_07
mips_13_03
mips_13_03_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45
mips_45_03
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At1g12550 mips_01_01_01_11 "hypothetical protein"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_03
mips_01_20_05
mips_01_20_09
mips_02_10
mips_02_22
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At2g13810 mips_01_01_01_07 "putative aspartate aminotransferase"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At2g19900 - mips_02 "malate oxidoreductase (malic enzyme)"
mips_01_05
mips_01_05_01
mips_01_05_01_03
mips_01_05_01_03_03
mips_02_08
mips_02_10
mips_02_30
mips_40_03
mips_40_16
mips_67
mips_67_15
at_At2g20610 mips_01_01 "putative tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_17
mips_01_20_50
mips_11_07
mips_11_07_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_63_11
at_At2g22910 mips_01_01_01_01 "putative amino acid acetyltransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_02_01
at_At2g29340 - mips_01_01_10_05 "tropinone reductase like protein"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_19
mips_67_15
at_At2g29370 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At2g38230 - mips_01_07_01 "similar to SOR1 from the fungus Cercospora nicotianae"
mips_03_99
at_At2g45630 - mips_01_04 "putative glycerate dehydrogenase"
mips_01_20_05
mips_03_03_03
mips_04_05_01_04_03
mips_06_10
mips_13_03
mips_13_03_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_45
mips_45_03
mips_45_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
mips_67_15
at_At2g24190 - mips_01_20_05 "putative carbonyl reductase"
mips_01_20_05_09
mips_11_07
mips_11_07_07
at_At2g24580 mips_01_01_01_11 "putative sarcosine oxidase"
mips_01_01_01_11_01
mips_01_01_01_11_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_05
mips_01_01_10_05
mips_40_19
mips_43
mips_43_03
mips_43_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_11_09
mips_48
mips_63_11
mips_63_21
mips_63_21_05
at_At2g24850 mips_01_01 "putative tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_14_20
mips_20_20
mips_20_20_18
mips_63_21
mips_63_21_17
at_At3g55310 mips_01_01_01_11 "beta-ketoacyl-ACP reductase - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
at_At3g15450 mips_01_01_01_07 "unknown protein"
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_03
mips_01_02
mips_01_02_01
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At3g17240 mips_01_01 "lipoamide dehydrogenase precursor"
mips_01_01_01
mips_02
mips_01_05_01
mips_02_01
mips_02_08
mips_02_10
mips_02_11
mips_11_07
mips_40_16
mips_67_15
at_At3g17810 - mips_01_03_04 "dihydroorotate dehydrogenase like protein"
mips_01_03_04_01
mips_01_03_04_03
at_At3g23580 - mips_01_03 "ribonucleoside-diphosphate reductase small chain"
mips_01_03_07
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29_06
at_At3g26760 mips_01_01 "putative short chain alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g29250 mips_01_01 "short-chain alcohol dehydrogenase, putative"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At3g22200 mips_01_01 "aminotransferase like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07
mips_01_07_01
mips_01_20_17
mips_01_20_50
mips_20_25
mips_20_25_01
mips_20_25_01_01
at_At4g03140 mips_01_01 "putative alcohol dehydrogenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_16
at_At4g11280 mips_01_01_01_07 "ACC synthase (AtACS-6)"
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At4g11410 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_01
mips_14_01_01
mips_14_05
mips_67_15
at_At4g19710 mips_01_01_01_07 "aspartate kinase-homoserine dehydrogenase - like protein"
mips_01_01_01_07_01
mips_01_01_01_07_06
mips_01_01_01_07_06_01
mips_01_01_04
at_At4g20760 mips_01_01 "cell-cell signaling protein csgA - like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
at_At4g20930 mips_01_01_01_15 "3-hydroxyisobutyrate dehydrogenase -like protein"
mips_01_01_10
mips_01_01_10_04
mips_02_07
mips_02_07_01
at_At4g23430 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g27440 mips_01_01_01 "protochlorophyllide reductase precursor"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_26
mips_30_26_03
at_At4g29120 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_15
mips_01_01_10
mips_01_01_10_04
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_01_03
mips_01_07
at_At4g35630 mips_01_01_01_11 "phosphoserine aminotransferase"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_07_01
mips_02_16
mips_02_16_17
mips_02_16_17_01
mips_02_19
at_At4g36480 mips_01_01_01_07 "serine palmitoyltransferase (AtLCB1)"
mips_01_07_01
at_At4g00570 - mips_01_05_01_03_03 "putative malate oxidoreductase"
mips_02_08
mips_02_10
at_At5g04900 mips_01_01 "putative protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At5g06060 - mips_01_01_10_05 "short chain alcohol dehydrogenase-like"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At5g13700 - mips_01 "polyamine oxidase"
mips_02
mips_01_20
mips_01_20_17
mips_01_20_17_03
mips_01_20_50
mips_02_11
mips_10
mips_13
mips_13_03
mips_13_03_01
mips_20
mips_40
mips_40_16
mips_67
mips_67_15
mips_99
at_At5g16980 - mips_63_17_09 "quinone oxidoreductase -like protein"
at_At5g18170 mips_01_01_01_01 "glutamate dehydrogenase (EC 1.4.1.-) 1 (pir||S71217)"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_02
mips_01_02_01
mips_45
mips_45_03
mips_45_03_17
at_At5g19200 mips_01_01_01_11 "FVT1 - like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_40_27
at_At5g23300 - mips_01_03_04 "dihydroorotate dehydrogenase precursor (dihydroorotate oxidase) (sp|P32746)"
mips_01_03_04_01
mips_01_03_04_03
at_At5g50700 mips_01_01_01_11 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At5g53090 mips_01_01_01 "protochlorophyllide reductase; oxidoreductase required for shoot apex development"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At5g57590 mips_01_01_01_01 "adenosylmethionine-8-amino-7-oxononanoate aminotransferase-like protein"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07_01
mips_13_03_01
at_At5g61410 - mips_01_05_01_01_01 "ribulose-5-phosphate-3-epimerase"
mips_02_07
mips_02_07_01
mips_02_07_03
at_At5g62790 - mips_01_06_01_07 "1-deoxy-D-xylulose 5-phosphate reductoisomerase (DXR)"
Validation Accuracy: 35/52 (67.31%)
Validation Frequency class 'mips_01_01_01': 131/2278 (5.75%)
Evaluation on propertest data (3835 items):
at_At1g26640 mips_01_01_01_01 "unknown protein"
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
mips_01_01_10_01
at_At1g30120 - mips_01_01_10_04 "unknown protein"
mips_01_01_10_04_02
mips_01_01_10_04_03
mips_01_01_10_04_04
mips_02_01
mips_02_08
mips_02_10
at_At1g31180 mips_01_01_01_15 "3-isopropylmalate dehydrogenase like protein"
mips_01_05_01_01_01
mips_02_01
mips_02_10
at_At1g43710 mips_01_01_01_11 "putative histidine decarboxylase"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
mips_03_01_05_01
at_At1g64590 - mips_01_01_10_05 "oxidoreductase, putative"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At1g65840 - mips_01_20_17_03 "polyamine oxidase, putative"
mips_01_20_50
mips_10
mips_13_03
mips_13_03_01
at_At1g67730 mips_01_01_01_11 "b-keto acyl reductase (glossy8)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g72330 mips_01_01_01 "alanine aminotransferase (ALAAT2)"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_02_01
mips_01_20_99
mips_02_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g80600 mips_01_01 "acetylornithine transaminase like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_01_01_03
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_17
mips_01_20_50
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_03
mips_40_16
at_At1g07780 mips_01_01_01_11_13 "phosphoribosylanthranilate isomerase"
at_At1g09940 mips_01_01 "putative glutamyl-tRNA reductase 2 precursor"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_17
mips_01_20_19
mips_01_20_19_01
mips_01_20_50
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_20
mips_30_34
mips_30_34_07
mips_40_16
at_At1g10310 mips_01_01_01_11 "unknown protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At1g01800 - mips_01_20_05 "putative short-chain dehydrogenase"
mips_01_20_05_09
mips_11_07
mips_11_07_07
at_At1g17290 mips_01_01 "alanine aminotransferase (ALAAT1)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_02
mips_01_02
mips_01_02_01
mips_01_20
mips_02_01
mips_20
mips_20_20
mips_20_20_18
mips_40_03
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g17990 - mips_02_11 "hypothetical protein"
mips_02_99
mips_63_21
mips_63_21_05
mips_63_21_07
mips_67_15
at_At1g18020 - mips_02_11 "hypothetical protein"
mips_02_99
mips_63_21
mips_63_21_05
mips_63_21_07
mips_67_15
at_At1g79870 mips_01_01_01_11_01 "putative D-isomer specific 2-hydroxyacid dehydrogenase"
mips_01_01_10_05
mips_01_05_01_01_03
mips_01_20_09
mips_02_10
mips_02_22
mips_37
mips_37_03
mips_37_03_01
mips_37_03_01_01
mips_37_03_01_01_01
mips_45_03_17
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_47_03_02
at_At1g09400 - mips_02 "putative 12-oxophytodienoate reductase OPR1"
mips_02_11
mips_02_99
mips_14
mips_14_04
mips_25
mips_40_03
mips_63
mips_63_21
mips_63_21_05
mips_63_21_07
mips_67
mips_67_15
at_At2g05990 mips_01_01_01 "enoyl-ACP reductase (ENR1)"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
at_At2g07640 mips_01_01_01 "unknown protein"
mips_01_01_01_11
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_07
mips_01_20_17
mips_01_20_50
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At2g16570 mips_01_01_01_01 "amidophosphoribosyltransferase"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_03_01
mips_01_03_01_03
mips_14_04
mips_63_19
at_At2g17420 - mips_01_02_01 "putative thioredoxin reductase"
mips_01_03_04
mips_01_03_07
mips_01_20_37
mips_01_20_37_01
mips_11_01_01
mips_63_21
mips_63_21_05
at_At2g29290 mips_01_01_01_11 "putative tropinone reductase"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
mips_40_19
at_At2g29330 mips_01 "putative tropinone reductase"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_14
mips_14_04
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_20
mips_40_03
mips_40_19
mips_67
mips_67_15
mips_98
at_At2g29350 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_19
mips_67_15
at_At2g30670 mips_01_01 "putative tropinone reductase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
mips_40_03
mips_40_19
mips_67
mips_67_15
at_At2g31250 mips_01_01 "putative glutamyl tRNA reductase"
mips_01_01_01
mips_01_01_01_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_19
mips_01_20_19_01
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63_99
at_At2g34590 - mips_01_01_10 "putative pyruvate dehydrogenase E1 beta subunit"
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_08
mips_02_10
at_At2g41680 - mips_01_02 "putative thioredoxin reductase"
mips_01_02_01
mips_01_03_04
mips_01_03_07
mips_01_20_37
mips_01_20_37_01
mips_13_01
mips_40_26
mips_40_26_03
mips_63_21
mips_63_21_05
at_At2g43020 - mips_02 "putative amine oxidase"
mips_01_20
mips_01_20_17
mips_01_20_17_03
mips_01_20_50
mips_02_11
mips_13
mips_13_03
mips_13_03_01
mips_20
mips_40_16
mips_67
mips_67_15
at_At2g22650 mips_01_01_01 "putative D-amino acid dehydrogenase"
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_01_11_07
mips_01_01_10_03
mips_40_19
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_11_09
mips_48
mips_63_11
mips_63_21
mips_63_21_05
mips_67_15
at_At3g03330 mips_01 "unknown protein"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40
mips_40_16
at_At3g03910 mips_01_01_01 "putative glutamate dehydrogenase"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_02_01
mips_45_03_17
mips_67_15
at_At3g03980 mips_01_01_01 "putative short-chain type dehydrogenase/reductase"
mips_01_01_10_05
mips_01_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67
mips_67_15
at_At3g04000 mips_01_01_01_11 "short-chain type dehydrogenase/reductase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_02_07
at_At3g04120 - mips_02_01 "glyceraldehyde-3-phosphate dehydrogenase C subunit (GapC)"
mips_02_01_01
mips_63_13
mips_63_13_01
mips_63_21
mips_63_21_07
at_At3g05260 mips_01_01 "putative glucose and ribitol dehydrogenase homolog"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_02
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_06
mips_01_06_01
mips_01_06_01_05
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_02_07
mips_20
at_At3g06060 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_20_50
at_At3g10390 - mips_01_20_17_03 "hypothetical protein"
mips_01_20_50
mips_10
mips_13
mips_13_03
mips_13_03_01
at_At3g14420 - mips_01_06_04 "glycolate oxidase like protein"
mips_02_13
mips_40_19
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
at_At3g29260 - mips_01_01_10_05 "short-chain alcohol dehydrogenase, putative"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_02_07
at_At3g42960 mips_01_01_01_11 "alcohol dehydrogenase (ATA1)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
at_At3g48780 - mips_01_07_01 "serine palmitoyltransferase-like protein"
mips_25_05_25
mips_30_02
at_At3g49700 mips_01 "1-aminocyclopropane-1-carboxylate synthase -like protein"
mips_01_01
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
mips_98
at_At3g50560 mips_01 "unknown protein"
mips_01_01
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20
mips_01_20_17
mips_01_20_50
mips_20
mips_40_19
mips_67
mips_67_15
at_At3g54470 - mips_01 "UMP synthase"
mips_01_03
mips_01_03_01
mips_01_03_04
mips_01_03_04_03
mips_40_03
at_At3g57560 mips_01_01 "acetylglutamate kinase-like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_02
mips_01_02_01
at_At3g59050 - mips_01_20_17_03 "unknown protein"
mips_01_20_50
at_At3g61220 - mips_01_20_05 "putative protein"
mips_01_20_05_09
mips_11_07_07
at_At3g02360 - mips_02_07 "unknown protein"
mips_02_07_01
at_At3g23810 mips_01_01_01_07 "S-adenosyl-L-homocysteinas, putative"
mips_01_05_01_07
mips_01_05_01_07_01
mips_01_20_23
mips_45_03_09
at_At4g24050 - mips_01_05_01_01_09 "unknown protein"
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_20_50
mips_14_01_01
mips_14_05
at_At4g27760 mips_01_01_01_11 "forever young gene (FEY) (fragment)"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_17
mips_01_20_50
at_At4g32520 mips_01_01_01 "glycine hydroxymethyltransferase (EC 2.1.2.1) - like protein"
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_02
mips_01_03_01
mips_01_06
mips_01_06_10
mips_02_13
mips_40_16
at_At4g34740 mips_01_01_01_01 "amidophosphoribosyltransferase 2 precursor"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_03_01
mips_01_03_01_03
at_At4g35460 - mips_01_02 "thioredoxin reductase (NADPH) 2"
mips_01_02_01
mips_01_03_04
mips_01_03_07
mips_01_20_37
mips_01_20_37_01
mips_63_21
mips_63_21_05
at_At4g35650 - mips_01_05_01_01 "NAD+ dependent isocitrate dehydrogenase -like protein"
mips_01_05_01_01_01
mips_02_01
mips_02_10
mips_04_99
at_At4g38880 mips_01_01_01_01 "amidophosphoribosyltransferase - like protein"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_03_01
mips_01_03_01_03
at_At4g02580 - mips_01_06_01_07 "predicted NADH dehydrogenase 24 kD subunit"
mips_01_06_01_07_15
mips_01_06_10
mips_02_11_05
mips_02_11_07
mips_02_13
mips_02_13_03
mips_25_05_13
mips_33_03_13
mips_35_03_17
at_At4g23590 mips_01_01_01_11 "tyrosine transaminase like protein"
mips_01_01_01_11_09
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_14_20
mips_20_20
mips_20_20_18
at_At4g23600 mips_01_01_01_11 "tyrosine transaminase like protein"
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At4g37770 mips_01_01 "1-aminocyclopropane-1-carboxylate synthase - like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
at_At5g14590 - mips_01_06_04 "isocitrate dehydrogenase - like protein"
mips_02_10
mips_02_99
mips_40_19
at_At5g15940 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03_09
mips_01_06_01_05
mips_01_20_50
mips_40_19
at_At5g19140 mips_01_01 "aluminium-induced protein - like"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_03
mips_01_03
mips_01_02
mips_01_02_01
mips_01_03_01
mips_01_03_01_03
at_At5g23670 - mips_01_20_19 "serine palmitoyltransferase"
mips_01_20_19_01
mips_30_02
at_At5g25880 - mips_01_05_01_03_03 "malate dehydrogenase - like protein"
mips_02_08
mips_02_10
mips_02_30
at_At5g43830 mips_01_01_01_07 "aluminum-induced protein-like"
mips_01_01_01_07_02
mips_01_01_10
mips_01_01_10_03
mips_01_02
mips_01_02_01
at_At5g46180 mips_01_01_01_01 "ornithine aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_01_01_03
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_20_50
mips_20_25_01
mips_20_25_01_01
at_At5g50590 mips_01_01 "11-beta-hydroxysteroid dehydrogenase-like"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_05_01_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_07
mips_01_20_17
mips_01_20_50
mips_02_07
mips_40_19
mips_67_15
at_At5g50850 - mips_01_01_10 "pyruvate dehydrogenase E1 component beta subunit, mitochondrial precursor (PDHE1-B) (sp|Q38799)"
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_08
mips_02_10
at_At5g52100 mips_01_01_01_07 "dihydrodipicolinate reductase-like protein"
mips_01_01_01_07_06
mips_01_01_01_07_06_01
at_At5g53100 - mips_01_01_10_05 "protochlorophyllide reductase; oxidoreductase required for shoot apex development"
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_17
mips_01_20_50
mips_14_01_01
mips_14_05
at_At5g54080 mips_01_01 "homogentisate 1,2-dioxygenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
at_At5g63570 - mips_01_01_99 "glutamate-1-semialdehyde 2,1-aminomutase 1 precursor (GSA 1) (glutamate-1-semialdehyde aminotransferase 1) (GSA-AT 1) (sp|P42799)"
mips_01_02
mips_01_02_01
mips_01_07_01
mips_01_20_19
mips_01_20_19_01
mips_01_20_99
mips_40_26
mips_40_26_03
at_At5g63890 mips_01_01_01_11 "histidinol dehydrogenase"
mips_01_01_01_11_15
at_At5g65720 - mips_01_01_10_05 "NifS-like aminotranfserase"
mips_01_02_01
mips_01_07
mips_04_03
mips_04_03_03
mips_04_03_06
mips_63_21
mips_63_21_17
at_At5g67290 mips_01_01_01_11 "unknown protein"
mips_01_01_01_11_01
mips_01_01_01_11_07
mips_01_01_10
mips_01_01_10_05
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_47_03_11_09
mips_48
mips_63_11
mips_63_21
mips_63_21_05
at_At5g05320 - mips_01_01_10_05 "monooxygenase"
mips_01_01_10_05_07
mips_01_05_01_01
mips_01_05_01_01_09
mips_01_05_01_01_11
mips_01_05_01_03
mips_01_05_01_03_09
mips_01_20_33
mips_67_15
at_At5g05590 mips_01_01 "phosphoribosylanthranilate isomerase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_13
at_At5g14060 mips_01_01_01_07 "lysine-sensitive aspartate kinase (gb|AAB63104.1)"
mips_01_01_01_07_01
mips_01_01_01_07_06
mips_01_01_01_07_06_01
mips_01_01_04
at_At5g21060 mips_01_01_01 "homoserine dehydrogenase-like protein"
mips_01_01_01_07
mips_01_01_01_07_03
mips_01_01_04
at_At5g54190 - mips_01_05_01_01_01 "NADPH:protochlorophyllide oxidoreductase A (gb|AAC49043.1)"
mips_01_06_01_05
mips_02_07
mips_30_26
mips_30_26_03
at_At5g61830 - mips_01_20_05 "carbonyl reductase - like protein"
mips_01_20_05_09
mips_11_07
mips_11_07_07
Propertest Accuracy: 50/84 (59.52%)
Propertest Frequency class 'mips_01_01_01': 196/3835 (5.11%)
New (unknown) data (2278 items):
at_At3g10230 - no entry null
at_At3g16050 - mips_01_07 "putative ethylene-inducible protein"
mips_03_99
at_At3g63510 - no entry null
at_At4g35260 - mips_02_01 "NAD+ dependent isocitrate dehydrogenase subunit 1"
mips_02_10
mips_04_99
at_At5g11330 - mips_01_07 "putative protein"
at_At5g04070 - no entry null
at_At5g08300 - mips_02_10 "succinyl-CoA-ligase alpha subunit"
at_At5g23250 - mips_02_10 "succinyl-CoA synthetase, alpha subunit"
at_At5g67220 - no entry null
at_At3g23500 - no entry null
at_At4g24670 - no entry null
at_At5g51920 - no entry null
at_At1g70560 - no entry null
at_At3g01980 - no entry null
at_At3g02020 - no entry null
at_At3g09940 - mips_01_07 "putative monodehydroascorbate reductase (NADH)"
mips_02_08
mips_67
mips_67_15
at_At4g29720 - mips_02_11 "unknown protein"
at_At5g28310 - no entry null
------------------