Rule 506
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,xenopus),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,complete_proteome),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,receptor) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,trypanosoma),desc(_2,putative) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,mus) = 0
-> class GO0003724 "RNA helicase activity"
Evaluation on training data (3433 items):
at_At1g01040 GO0003724 RNA helicase activity
GO0004525 ribonuclease III activity
GO0008026 ATP-dependent helicase activity
at_At1g27900 GO0004004 ATP-dependent RNA helicase activity
at_At3g26560 GO0003723 RNA binding
GO0004004 ATP-dependent RNA helicase activity
GO0005524 ATP binding
at_At5g39840 GO0004004 ATP-dependent RNA helicase activity
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'GO0003724': 6/3433 (0.17%)
Evaluation on validation data (1752 items):
at_At2g47250 GO0003724 RNA helicase activity
at_At3g27730 - GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g46960 - GO0008026 ATP-dependent helicase activity
at_At5g13010 GO0003724 RNA helicase activity
Validation Accuracy: 2/4 (50.00%)
Validation Frequency class 'GO0003724': 2/1752 (0.11%)
Evaluation on propertest data (2925 items):
at_At1g26370 GO0003724 RNA helicase activity
at_At1g70070 - GO0008026 ATP-dependent helicase activity
at_At2g06990 GO0003724 RNA helicase activity
GO0008026 ATP-dependent helicase activity
at_At4g14790 GO0004004 ATP-dependent RNA helicase activity
at_At5g20320 - GO0003723 RNA binding
GO0004525 ribonuclease III activity
at_At5g27680 - GO0008026 ATP-dependent helicase activity
at_At5g43530 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At1g74390 - GO0004527 exonuclease activity
at_At5g08110 - GO0008026 ATP-dependent helicase activity
Propertest Accuracy: 3/9 (33.33%)
Propertest Frequency class 'GO0003724': 5/2925 (0.17%)
New (unknown) data (1752 items):
at_At3g32330 - GO0005554 molecular_function unknown
at_At4g18460 - no entry null
------------------
Rule 302
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,oryctolagus),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),classification(_2,papilionoideae) = 1
-> class GO0004428 "inositol/phosphatidylinositol kinase activity"
Evaluation on training data (3433 items):
at_At1g49340 GO0004428 inositol/phosphatidylinositol kinase activity
GO0004430 1-phosphatidylinositol 4-kinase activity
at_At1g50030 GO0016303 phosphatidylinositol 3-kinase activity
at_At1g60490 GO0016303 phosphatidylinositol 3-kinase activity
at_At2g17930 GO0004428 inositol/phosphatidylinositol kinase activity
at_At5g09350 GO0004430 1-phosphatidylinositol 4-kinase activity
Training Accuracy: 5/5 (100.00%)
Training Frequency class 'GO0004428': 11/3433 (0.32%)
Evaluation on validation data (1752 items):
at_At3g48190 GO0000285 1-phosphatidylinositol-3-phosphate 5-kinase activity
at_At5g40820 GO0004428 inositol/phosphatidylinositol kinase activity
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0004428': 6/1752 (0.34%)
Evaluation on propertest data (2925 items):
at_At1g51040 GO0004430 1-phosphatidylinositol 4-kinase activity
at_At4g36080 GO0004428 inositol/phosphatidylinositol kinase activity
at_At5g49650 - GO0004856 xylulokinase activity
at_At5g64070 GO0004430 1-phosphatidylinositol 4-kinase activity
Propertest Accuracy: 3/4 (75.00%)
Propertest Frequency class 'GO0004428': 12/2925 (0.41%)
New (unknown) data (1752 items):
------------------
Rule 678
eval(_1,_2,2.0e-5-4.0e-3),db_ref(_2,hamap),desc(_2,hypothetical) = 1
eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,38820.0-54204.0),classification(_2,buchnera) = 0
eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,485.0-667.0),classification(_2,mollusca) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,caryophyllales),keyword(_2,oxidoreductase) = 1
-> class GO0004497 "monooxygenase activity"
Evaluation on training data (3433 items):
at_At1g12140 GO0004497 monooxygenase activity
at_At1g12200 GO0004497 monooxygenase activity
at_At1g19250 GO0004497 monooxygenase activity
at_At1g62570 GO0004497 monooxygenase activity
at_At1g62600 GO0004497 monooxygenase activity
at_At1g63340 GO0004497 monooxygenase activity
at_At2g33230 GO0004497 monooxygenase activity
at_At4g28720 GO0004497 monooxygenase activity
at_At4g38540 GO0004497 monooxygenase activity
at_At5g07800 GO0004497 monooxygenase activity
Training Accuracy: 10/10 (100.00%)
Training Frequency class 'GO0004497': 15/3433 (0.44%)
Evaluation on validation data (1752 items):
at_At1g04180 GO0004497 monooxygenase activity
at_At1g65860 GO0004497 monooxygenase activity
at_At4g13260 GO0004497 monooxygenase activity
at_At5g11320 GO0004497 monooxygenase activity
at_At5g22140 - GO0009055 electron carrier activity
at_At5g43890 GO0004497 monooxygenase activity
at_At1g62540 GO0004497 monooxygenase activity
at_At1g62580 GO0004497 monooxygenase activity
at_At1g62620 GO0004497 monooxygenase activity
Validation Accuracy: 8/9 (88.89%)
Validation Frequency class 'GO0004497': 10/1752 (0.57%)
Evaluation on propertest data (2925 items):
at_At1g04610 GO0004497 monooxygenase activity
at_At1g63370 GO0004497 monooxygenase activity
at_At1g12130 GO0004497 monooxygenase activity
at_At1g12160 GO0004497 monooxygenase activity
at_At3g44190 - GO0009055 electron carrier activity
at_At5g05320 GO0004497 monooxygenase activity
at_At5g25620 GO0004497 monooxygenase activity
at_At5g61290 GO0004497 monooxygenase activity
at_At5g57030 - GO0045435 lycopene epsilon cyclase activity
Propertest Accuracy: 7/9 (77.78%)
Propertest Frequency class 'GO0004497': 15/2925 (0.51%)
New (unknown) data (1752 items):
------------------
Rule 711
eval(_1,_2,4.0e-3-0.1),classification(_2,endopterygota),keyword(_2,nad) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transmembrane),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,epsilonproteobacteria),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,bacillus),desc(_2,probable) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),species(_2,drosophila_melanogaster__fruit_fly_) = 0
-> class GO0005351 "sugar porter activity"
Evaluation on training data (3433 items):
at_At1g05030 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g08930 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g16390 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g19450 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g20840 GO0005337 nucleoside transporter activity
GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g20860 GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At1g50310 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g66570 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At1g71890 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At1g77210 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g02860 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0008515 sucrose transporter activity
GO0015144 carbohydrate transporter activity
at_At2g22730 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g38060 GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At2g43330 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g47420 GO0005351 sugar porter activity
at_At4g02050 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g16480 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g21480 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g35300 GO0005337 nucleoside transporter activity
GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g06170 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At5g17010 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g23270 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g26250 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g27360 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g43350 GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
Training Accuracy: 25/25 (100.00%)
Training Frequency class 'GO0005351': 25/3433 (0.73%)
Evaluation on validation data (1752 items):
at_At1g54730 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g67300 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g79360 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g79820 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g20780 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g08890 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g09960 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0008515 sucrose transporter activity
GO0015144 carbohydrate transporter activity
at_At2g29650 GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At2g32830 - GO0005315 inorganic phosphate transporter activity
GO0015114 phosphate transporter activity
at_At2g35740 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g38940 GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At2g48020 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g51490 GO0005337 nucleoside transporter activity
GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g51820 - GO0046408 chlorophyll synthetase activity
at_At3g13320 - GO0015368 calcium\:cation antiporter activity
GO0015369 calcium\:hydrogen antiporter activity
at_At3g43790 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g45060 - GO0015112 nitrate transporter activity
at_At3g46980 GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At4g04750 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g04760 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g05120 - GO0005337 nucleoside transporter activity
at_At4g36790 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g22710 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At5g27350 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g43340 GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At5g43360 GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At3g18830 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g19940 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
Validation Accuracy: 23/28 (82.14%)
Validation Frequency class 'GO0005351': 25/1752 (1.43%)
Evaluation on propertest data (2925 items):
at_At1g30220 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g34580 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g60600 - GO0004659 prenyltransferase activity
at_At1g71880 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At1g75220 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g07340 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
GO0015145 monosaccharide transporter activity
at_At4g17550 GO0005351 sugar porter activity
at_At5g14570 - GO0015112 nitrate transporter activity
at_At1g16370 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g14670 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At2g16970 - GO0008493 tetracycline transporter activity
at_At2g16980 - GO0008493 tetracycline transporter activity
at_At2g16990 - GO0008493 tetracycline transporter activity
at_At2g18480 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g38290 - GO0008519 ammonium transporter activity
GO0015398 high affinity ammonium transporter activity
at_At1g11260 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g05960 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g09990 - GO0005337 nucleoside transporter activity
at_At3g19930 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
GO0015145 monosaccharide transporter activity
at_At3g20660 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g05130 - GO0005337 nucleoside transporter activity
at_At4g36670 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g10190 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g13740 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g26340 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g43610 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At5g60770 - GO0015112 nitrate transporter activity
at_At5g60780 - GO0015112 nitrate transporter activity
at_At5g61520 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g78130 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g08920 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g03090 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g05150 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g05160 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g05400 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g43370 GO0003999 adenine phosphoribosyltransferase activity
GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
Propertest Accuracy: 26/36 (72.22%)
Propertest Frequency class 'GO0005351': 30/2925 (1.03%)
New (unknown) data (1752 items):
at_At1g08900 - GO0015144 carbohydrate transporter activity
at_At1g18000 - GO0005554 molecular_function unknown
at_At1g18940 - GO0005554 molecular_function unknown
at_At1g30560 - no entry null
at_At1g32080 - GO0005554 molecular_function unknown
at_At1g64150 - GO0005554 molecular_function unknown
at_At1g73220 - GO0015144 carbohydrate transporter activity
at_At1g80530 - GO0005554 molecular_function unknown
at_At2g13120 - no entry null
at_At2g30300 - GO0005554 molecular_function unknown
at_At2g38460 - GO0005215 transporter activity
at_At3g25290 - GO0005554 molecular_function unknown
at_At3g43660 - GO0005554 molecular_function unknown
at_At3g49310 - GO0005554 molecular_function unknown
at_At3g60070 - GO0005554 molecular_function unknown
at_At4g11810 - GO0005554 molecular_function unknown
at_At4g22850 - GO0005554 molecular_function unknown
at_At4g22990 - GO0005554 molecular_function unknown
at_At4g25220 - no entry null
at_At5g03570 - GO0005554 molecular_function unknown
at_At5g13750 - GO0005554 molecular_function unknown
at_At5g20380 - GO0005554 molecular_function unknown
at_At5g25040 - GO0005215 transporter activity
at_At5g25050 - GO0005215 transporter activity
at_At5g38510 - GO0005554 molecular_function unknown
at_At5g54860 - GO0005215 transporter activity
at_At5g64500 - GO0005554 molecular_function unknown
at_At1g64650 - GO0005554 molecular_function unknown
at_At1g74780 - GO0005554 molecular_function unknown
at_At1g79710 - GO0005215 transporter activity
at_At2g28120 - GO0005554 molecular_function unknown
at_At1g18010 - GO0005554 molecular_function unknown
at_At5g50520 - GO0005554 molecular_function unknown
at_At1g63010 - GO0005554 molecular_function unknown
at_At1g64890 - GO0005215 transporter activity
at_At2g16660 - GO0005554 molecular_function unknown
at_At2g33280 - GO0005215 transporter activity
at_At3g01630 - GO0005554 molecular_function unknown
at_At3g01930 - GO0005554 molecular_function unknown
at_At3g20460 - GO0015144 carbohydrate transporter activity
at_At4g19450 - GO0005554 molecular_function unknown
at_At4g27720 - GO0005554 molecular_function unknown
at_At5g10820 - GO0005215 transporter activity
at_At5g12130 - GO0005554 molecular_function unknown
at_At5g26820 - GO0005554 molecular_function unknown
at_At5g42210 - GO0005554 molecular_function unknown
at_At5g50630 - GO0005554 molecular_function unknown
------------------
Rule 386
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,coccidia),db_ref(_2,hssp) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,medicago) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,bacteria) = 0
-> class GO0005484 "SNAP receptor activity"
Evaluation on training data (3433 items):
at_At1g11250 GO0005486 t-SNARE activity
at_At1g13890 GO0005484 SNAP receptor activity
at_At2g36900 GO0005485 v-SNARE activity
at_At4g17730 GO0005486 t-SNARE activity
at_At5g26980 GO0005486 t-SNARE activity
at_At5g50440 GO0005485 v-SNARE activity
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0005484': 6/3433 (0.17%)
Evaluation on validation data (1752 items):
at_At1g08560 GO0005486 t-SNARE activity
at_At3g52400 GO0005486 t-SNARE activity
at_At4g03330 GO0005486 t-SNARE activity
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0005484': 5/1752 (0.29%)
Evaluation on propertest data (2925 items):
at_At5g61210 GO0005484 SNAP receptor activity
GO0005486 t-SNARE activity
GO0005515 protein binding
at_At2g35190 GO0005484 SNAP receptor activity
at_At5g07880 GO0005484 SNAP receptor activity
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'GO0005484': 8/2925 (0.27%)
New (unknown) data (1752 items):
at_At1g28490 - no entry null
at_At1g32270 - no entry null
at_At1g51270 - GO0005198 structural molecule activity
at_At3g20920 - GO0005554 molecular_function unknown
at_At3g60600 - no entry null
at_At5g42570 - GO0005554 molecular_function unknown
at_At3g06670 - GO0005554 molecular_function unknown
at_At3g07190 - GO0005554 molecular_function unknown
at_At5g39510 - GO0004872 receptor activity
at_At5g47180 - GO0005198 structural molecule activity
at_At5g54110 - GO0005198 structural molecule activity
at_At2g39440 - GO0005554 molecular_function unknown
at_At2g45140 - GO0005198 structural molecule activity
at_At3g17440 - no entry null
at_At3g45280 - GO0008565 protein transporter activity
------------------
Rule 331
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,rhodobacterales) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,bos_taurus__bovine_),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eukaryota),keyword(_2,inner_membrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,receptor) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
-> class GO0005527 "macrolide binding"
Evaluation on training data (3433 items):
at_At2g43560 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g25220 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g25230 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005516 calmodulin binding
GO0005528 FK506 binding
at_At4g39710 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g05420 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g13410 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g45680 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g48580 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g64350 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'GO0005527': 9/3433 (0.26%)
Evaluation on validation data (1752 items):
at_At3g10060 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g55520 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At1g17220 - GO0003743 translation initiation factor activity
at_At3g47440 - GO0015250 water channel activity
at_At4g30560 - GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Validation Accuracy: 2/5 (40.00%)
Validation Frequency class 'GO0005527': 4/1752 (0.23%)
Evaluation on propertest data (2925 items):
at_At1g26100 - GO0008805 carbon-monoxide oxygenase activity
at_At2g01460 - GO0005524 ATP binding
GO0016301 kinase activity
at_At1g08570 - GO0030508 thiol-disulfide exchange intermediate activity
at_At3g54010 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At4g19830 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At4g21090 - GO0009055 electron carrier activity
at_At4g32210 - GO0000104 succinate dehydrogenase activity
at_At5g09600 - GO0000104 succinate dehydrogenase activity
at_At5g48570 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005516 calmodulin binding
GO0005528 FK506 binding
at_At5g61440 - GO0030508 thiol-disulfide exchange intermediate activity
at_At3g10140 - GO0003677 DNA binding
GO0008094 DNA-dependent ATPase activity
Propertest Accuracy: 3/11 (27.27%)
Propertest Frequency class 'GO0005527': 6/2925 (0.21%)
New (unknown) data (1752 items):
at_At1g56050 - GO0005554 molecular_function unknown
at_At2g39270 - no entry null
at_At4g09640 - GO0005554 molecular_function unknown
at_At5g10640 - no entry null
at_At5g14240 - GO0005554 molecular_function unknown
at_At2g18990 - GO0005554 molecular_function unknown
at_At3g12330 - no entry null
at_At5g36210 - GO0005554 molecular_function unknown
at_At3g01820 - no entry null
------------------
Rule 342
eval(_1,_2,0.0-9.0e-25),classification(_2,lactobacillus) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eukaryota),keyword(_2,inner_membrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,malus),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,phaseolus),db_ref(_2,pfam) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,oryctolagus),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,zea) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
-> class GO0008135 "translation factor activity\, nucleic acid binding"
Evaluation on training data (3433 items):
at_At1g07920 GO0003746 translation elongation factor activity
GO0005516 calmodulin binding
at_At1g36730 GO0003743 translation initiation factor activity
at_At1g56070 GO0003746 translation elongation factor activity
GO0008135 translation factor activity\, nucleic acid binding
at_At1g62750 GO0003746 translation elongation factor activity
GO0008135 translation factor activity\, nucleic acid binding
at_At1g65220 GO0003743 translation initiation factor activity
at_At1g76720 GO0003743 translation initiation factor activity
at_At1g77840 GO0003743 translation initiation factor activity
at_At2g31060 GO0003746 translation elongation factor activity
GO0005525 GTP binding
at_At2g34970 GO0003743 translation initiation factor activity
at_At2g45030 GO0003746 translation elongation factor activity
GO0008135 translation factor activity\, nucleic acid binding
at_At3g07920 GO0003743 translation initiation factor activity
at_At3g22980 GO0008135 translation factor activity\, nucleic acid binding
at_At4g02930 GO0003746 translation elongation factor activity
at_At4g18300 GO0003743 translation initiation factor activity
at_At4g18330 GO0003743 translation initiation factor activity
at_At4g20360 GO0003746 translation elongation factor activity
at_At5g01940 GO0003743 translation initiation factor activity
at_At5g08650 GO0003746 translation elongation factor activity
GO0005525 GTP binding
at_At5g13650 GO0003746 translation elongation factor activity
GO0005525 GTP binding
at_At5g20920 GO0003743 translation initiation factor activity
at_At5g39900 GO0003746 translation elongation factor activity
GO0005525 GTP binding
at_At5g60390 GO0003746 translation elongation factor activity
GO0005516 calmodulin binding
Training Accuracy: 22/22 (100.00%)
Training Frequency class 'GO0008135': 62/3433 (1.81%)
Evaluation on validation data (1752 items):
at_At1g06220 GO0003746 translation elongation factor activity
GO0008135 translation factor activity\, nucleic acid binding
at_At2g27700 GO0008135 translation factor activity\, nucleic acid binding
at_At1g17220 GO0003743 translation initiation factor activity
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0008135': 20/1752 (1.14%)
Evaluation on propertest data (2925 items):
at_At1g21160 GO0003743 translation initiation factor activity
at_At1g07930 GO0003746 translation elongation factor activity
GO0005516 calmodulin binding
at_At1g07940 GO0003746 translation elongation factor activity
GO0005516 calmodulin binding
at_At2g18720 GO0008135 translation factor activity\, nucleic acid binding
at_At3g02270 GO0003743 translation initiation factor activity
at_At5g25230 GO0003746 translation elongation factor activity
GO0008135 translation factor activity\, nucleic acid binding
at_At5g36230 GO0003743 translation initiation factor activity
at_At1g04170 GO0003743 translation initiation factor activity
GO0008135 translation factor activity\, nucleic acid binding
Propertest Accuracy: 8/8 (100.00%)
Propertest Frequency class 'GO0008135': 28/2925 (0.96%)
New (unknown) data (1752 items):
at_At1g03160 - GO0005554 molecular_function unknown
at_At2g22870 - GO0005554 molecular_function unknown
at_At4g10620 - GO0005554 molecular_function unknown
at_At5g07440 - GO0016491 oxidoreductase activity
at_At5g10640 - no entry null
at_At1g76820 - GO0005554 molecular_function unknown
at_At4g15800 - GO0005554 molecular_function unknown
at_At1g19600 - GO0016301 kinase activity
at_At3g03910 - GO0016491 oxidoreductase activity
------------------
Rule 211
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,mim) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,synechocystis),keyword(_2,complete_proteome) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,transport) = 1
-> class GO0008142 "oxysterol binding"
Evaluation on training data (3433 items):
at_At3g09300 GO0008142 oxysterol binding
at_At4g12460 GO0008142 oxysterol binding
at_At4g25850 GO0008142 oxysterol binding
at_At4g25860 GO0008142 oxysterol binding
at_At5g02100 GO0008142 oxysterol binding
at_At5g59420 GO0008142 oxysterol binding
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0008142': 6/3433 (0.17%)
Evaluation on validation data (1752 items):
at_At4g22540 GO0008142 oxysterol binding
at_At5g57240 GO0008142 oxysterol binding
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0008142': 2/1752 (0.11%)
Evaluation on propertest data (2925 items):
at_At2g20510 - GO0015462 protein-transporting ATPase activity
at_At2g31020 GO0008142 oxysterol binding
at_At2g31030 GO0008142 oxysterol binding
at_At2g36070 - GO0015462 protein-transporting ATPase activity
at_At4g08180 GO0008142 oxysterol binding
at_At1g13170 GO0008142 oxysterol binding
Propertest Accuracy: 4/6 (66.67%)
Propertest Frequency class 'GO0008142': 4/2925 (0.14%)
New (unknown) data (1752 items):
at_At1g08680 - no entry null
at_At1g53060 - GO0030246 carbohydrate binding
at_At1g75340 - no entry null
at_At2g12910 - GO0005554 molecular_function unknown
at_At2g15900 - GO0005554 molecular_function unknown
at_At3g09190 - no entry null
at_At3g17660 - no entry null
at_At4g05330 - GO0005554 molecular_function unknown
at_At5g01090 - GO0030246 carbohydrate binding
at_At5g06140 - GO0005554 molecular_function unknown
at_At5g27390 - GO0005554 molecular_function unknown
at_At5g36780 - GO0005554 molecular_function unknown
at_At1g53070 - GO0030246 carbohydrate binding
at_At1g63530 - GO0005554 molecular_function unknown
at_At1g07460 - GO0030246 carbohydrate binding
at_At1g08800 - GO0005554 molecular_function unknown
at_At2g35210 - no entry null
at_At3g07940 - GO0005554 molecular_function unknown
at_At3g54080 - GO0005554 molecular_function unknown
at_At3g55020 - GO0005554 molecular_function unknown
at_At3g16760 - GO0005554 molecular_function unknown
at_At4g09150 - GO0005554 molecular_function unknown
at_At4g27690 - GO0005554 molecular_function unknown
at_At5g03350 - GO0030246 carbohydrate binding
at_At5g07120 - GO0005554 molecular_function unknown
at_At5g13300 - GO0005554 molecular_function unknown
at_At5g53530 - GO0005554 molecular_function unknown
at_At5g58440 - GO0005554 molecular_function unknown
at_At1g48550 - GO0005554 molecular_function unknown
at_At1g53080 - GO0030246 carbohydrate binding
at_At1g59660 - no entry null
at_At2g20790 - GO0005554 molecular_function unknown
at_At4g17890 - no entry null
at_At3g16530 - GO0030246 carbohydrate binding
------------------
Rule 697
eval(_1,_2,2.0e-5-4.0e-3),mol_wt(_2,74022.0-112121.0),classification(_2,emericella) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,asteridae),desc(_2,precursor) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,methanococci),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,genew),desc(_2,subunit) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),desc(_2,probable) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,epsilonproteobacteria),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,trypanosoma) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),desc(_2,in) = 0
-> class GO0008324 "cation transporter activity"
Evaluation on training data (3433 items):
at_At1g01790 GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At1g06970 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g08150 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g31120 GO0015079 potassium ion transporter activity
at_At1g54370 GO0015385 sodium\:hydrogen antiporter activity
at_At1g79400 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g79610 GO0015385 sodium\:hydrogen antiporter activity
at_At2g01980 GO0015385 sodium\:hydrogen antiporter activity
at_At2g13620 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At2g28180 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At2g31910 GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At3g19490 GO0015385 sodium\:hydrogen antiporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At3g52080 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
at_At3g53720 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At4g23700 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g22900 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
at_At5g22910 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g37060 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g41610 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g55470 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter activity
Training Accuracy: 20/20 (100.00%)
Training Frequency class 'GO0008324': 80/3433 (2.33%)
Evaluation on validation data (1752 items):
at_At2g28170 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At4g00630 GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At3g46980 - GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At4g05120 - GO0005337 nucleoside transporter activity
at_At4g18790 - GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At5g01680 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At2g30240 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
Validation Accuracy: 4/7 (57.14%)
Validation Frequency class 'GO0008324': 16/1752 (0.91%)
Evaluation on propertest data (2925 items):
at_At1g64170 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At3g06370 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At5g47560 - GO0017153 sodium\:dicarboxylate symporter activity
at_At1g16380 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At2g16800 GO0015099 nickel ion transporter activity
at_At2g23150 GO0005384 manganese ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At2g38290 GO0008519 ammonium transporter activity
GO0015398 high affinity ammonium transporter activity
at_At3g05030 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At3g17630 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At3g44900 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At3g44910 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At3g44920 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At3g44930 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At4g05130 - GO0005337 nucleoside transporter activity
at_At4g13420 GO0015079 potassium ion transporter activity
at_At5g27150 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At5g51710 GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At1g14660 GO0015385 sodium\:hydrogen antiporter activity
at_At1g70330 - GO0005337 nucleoside transporter activity
GO0010174 nucleoside transporter activity\, against a concentration gradient
Propertest Accuracy: 16/19 (84.21%)
Propertest Frequency class 'GO0008324': 49/2925 (1.68%)
New (unknown) data (1752 items):
at_At1g18940 - GO0005554 molecular_function unknown
at_At1g64150 - GO0005554 molecular_function unknown
at_At1g70260 - GO0005554 molecular_function unknown
at_At1g80530 - GO0005554 molecular_function unknown
at_At2g21120 - GO0005554 molecular_function unknown
at_At3g26670 - GO0005554 molecular_function unknown
at_At3g43630 - GO0005554 molecular_function unknown
at_At3g43660 - GO0005554 molecular_function unknown
at_At3g60070 - GO0005554 molecular_function unknown
at_At4g19180 - GO0016787 hydrolase activity
at_At4g34950 - GO0005554 molecular_function unknown
at_At5g11960 - GO0005554 molecular_function unknown
at_At5g14120 - GO0005554 molecular_function unknown
at_At5g20380 - GO0005554 molecular_function unknown
at_At3g28060 - GO0005554 molecular_function unknown
at_At5g50520 - GO0005554 molecular_function unknown
at_At1g71900 - GO0005554 molecular_function unknown
at_At5g47470 - GO0005554 molecular_function unknown
at_At2g16660 - GO0005554 molecular_function unknown
at_At3g01930 - GO0005554 molecular_function unknown
at_At5g19070 - GO0005554 molecular_function unknown
at_At5g50630 - GO0005554 molecular_function unknown
at_At4g32670 - GO0005554 molecular_function unknown
------------------
Rule 704
eval(_1,_2,0.0-9.0e-25),species(_2,rattus_norvegicus__rat_),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,liliopsida),keyword(_2,multigene_family) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,epsilonproteobacteria),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,bacillus),desc(_2,probable) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),desc(_2,chromosome) = 0
-> class GO0008509 "anion transporter activity"
Evaluation on training data (3433 items):
at_At1g12500 GO0008514 organic anion transporter activity
at_At1g22150 GO0015116 sulfate transporter activity
at_At1g23090 GO0015116 sulfate transporter activity
at_At1g61800 GO0015152 glucose-6-phosphate transporter activity
GO0015297 antiporter activity
at_At2g47160 GO0015106 bicarbonate transporter activity
GO0015380 anion exchanger activity
at_At3g12520 GO0015116 sulfate transporter activity
at_At3g62270 GO0015380 anion exchanger activity
at_At4g02700 GO0015116 sulfate transporter activity
at_At4g32510 GO0015380 anion exchanger activity
at_At5g04160 GO0008514 organic anion transporter activity
at_At5g33320 GO0009670 triose-phosphate transporter activity
GO0015297 antiporter activity
Training Accuracy: 11/11 (100.00%)
Training Frequency class 'GO0008509': 23/3433 (0.67%)
Evaluation on validation data (1752 items):
at_At1g53660 GO0008514 organic anion transporter activity
at_At1g77990 GO0015116 sulfate transporter activity
at_At1g80310 GO0015116 sulfate transporter activity
at_At2g25520 GO0008514 organic anion transporter activity
at_At1g09930 - GO0015198 oligopeptide transporter activity
at_At1g11670 - GO0005215 transporter activity
GO0015297 antiporter activity
at_At3g14410 GO0008514 organic anion transporter activity
at_At3g15990 GO0015116 sulfate transporter activity
at_At3g17430 GO0008514 organic anion transporter activity
at_At5g05820 GO0008514 organic anion transporter activity
at_At5g19600 GO0015116 sulfate transporter activity
at_At5g25430 GO0015380 anion exchanger activity
Validation Accuracy: 10/12 (83.33%)
Validation Frequency class 'GO0008509': 29/1752 (1.66%)
Evaluation on propertest data (2925 items):
at_At1g28230 - GO0005345 purine transporter activity
GO0015211 purine nucleoside transporter activity
at_At1g48230 GO0008514 organic anion transporter activity
at_At1g74810 GO0015380 anion exchanger activity
at_At2g24220 - GO0005345 purine transporter activity
at_At2g25680 GO0015116 sulfate transporter activity
at_At3g01550 GO0009670 triose-phosphate transporter activity
GO0015297 antiporter activity
at_At5g10180 GO0015116 sulfate transporter activity
at_At5g13550 GO0015116 sulfate transporter activity
at_At5g54800 GO0015152 glucose-6-phosphate transporter activity
GO0015297 antiporter activity
at_At1g78000 GO0015116 sulfate transporter activity
at_At4g08620 GO0015116 sulfate transporter activity
at_At1g15460 GO0015380 anion exchanger activity
Propertest Accuracy: 10/12 (83.33%)
Propertest Frequency class 'GO0008509': 27/2925 (0.92%)
New (unknown) data (1752 items):
at_At1g14360 - no entry null
at_At1g21890 - GO0005554 molecular_function unknown
at_At1g34020 - GO0005554 molecular_function unknown
at_At1g60050 - GO0005554 molecular_function unknown
at_At1g75500 - GO0005554 molecular_function unknown
at_At2g37450 - GO0005554 molecular_function unknown
at_At3g18200 - GO0005554 molecular_function unknown
at_At3g28070 - GO0005554 molecular_function unknown
at_At3g51900 - no entry null
at_At3g59320 - GO0005554 molecular_function unknown
at_At4g01450 - GO0005554 molecular_function unknown
at_At4g31600 - GO0005554 molecular_function unknown
at_At4g32140 - GO0005554 molecular_function unknown
at_At4g38050 - GO0015646 permease activity
at_At5g07050 - GO0005554 molecular_function unknown
at_At5g13670 - GO0005554 molecular_function unknown
at_At5g62890 - GO0015646 permease activity
at_At5g64700 - GO0005554 molecular_function unknown
at_At1g43650 - GO0005554 molecular_function unknown
at_At1g60030 - GO0015646 permease activity
at_At1g65550 - GO0015646 permease activity
at_At1g06470 - GO0005554 molecular_function unknown
at_At2g26510 - GO0015646 permease activity
at_At2g05760 - GO0015646 permease activity
at_At1g11460 - GO0005554 molecular_function unknown
at_At4g30420 - GO0005554 molecular_function unknown
at_At5g49990 - GO0015646 permease activity
at_At1g01070 - GO0005554 molecular_function unknown
at_At1g49960 - GO0015646 permease activity
at_At1g44800 - GO0005554 molecular_function unknown
at_At1g68170 - GO0005554 molecular_function unknown
at_At1g76670 - GO0005554 molecular_function unknown
at_At2g02810 - no entry null
at_At2g34190 - GO0015646 permease activity
at_At2g37460 - GO0005554 molecular_function unknown
at_At1g10540 - GO0015646 permease activity
at_At3g07080 - GO0005554 molecular_function unknown
at_At3g10960 - GO0015646 permease activity
at_At3g28050 - GO0005554 molecular_function unknown
at_At4g01440 - GO0005554 molecular_function unknown
at_At4g08290 - GO0005554 molecular_function unknown
at_At4g08300 - GO0005554 molecular_function unknown
at_At5g05310 - GO0005554 molecular_function unknown
at_At5g40230 - GO0005554 molecular_function unknown
at_At5g45370 - GO0005554 molecular_function unknown
at_At5g50300 - no entry null
at_At3g02690 - GO0005554 molecular_function unknown
------------------
Rule 526
eval(_1,_2,8.0e-10-2.0e-5),db_ref(_2,pir) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,proteobacteria),desc(_2,subunit) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,oryctolagus),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,electron_transport) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),db_ref(_2,prodom) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,rhizobiaceae) = 0
-> class GO0015036 "disulfide oxidoreductase activity"
Evaluation on training data (3433 items):
at_At1g03020 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g03850 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g04980 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g06830 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g07960 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g15020 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g21750 GO0003756 protein disulfide isomerase activity
at_At1g28480 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g43560 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g76760 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g77370 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g20270 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g30540 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g33270 GO0030508 thiol-disulfide exchange intermediate activity
at_At2g47470 GO0030508 thiol-disulfide exchange intermediate activity
at_At2g47880 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g16110 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g20560 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g54960 GO0030508 thiol-disulfide exchange intermediate activity
at_At4g03520 GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15700 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g28730 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g37200 GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g04260 GO0030508 thiol-disulfide exchange intermediate activity
at_At5g06470 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g20500 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g39950 GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g42980 GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g60640 GO0030508 thiol-disulfide exchange intermediate activity
Training Accuracy: 29/29 (100.00%)
Training Frequency class 'GO0015036': 34/3433 (0.99%)
Evaluation on validation data (1752 items):
at_At1g52260 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g59730 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g76080 GO0030508 thiol-disulfide exchange intermediate activity
at_At2g47870 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g51030 GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g62950 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g19730 GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15660 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15690 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g27270 - GO0016655 oxidoreductase activity\, acting on NADH or NADPH\, quinone or similar compound as acceptor
at_At5g06690 GO0030508 thiol-disulfide exchange intermediate activity
at_At5g11930 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g16400 GO0030508 thiol-disulfide exchange intermediate activity
at_At5g18600 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g63030 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g08710 GO0030508 thiol-disulfide exchange intermediate activity
Validation Accuracy: 15/16 (93.75%)
Validation Frequency class 'GO0015036': 17/1752 (0.97%)
Evaluation on propertest data (2925 items):
at_At1g26100 - GO0008805 carbon-monoxide oxygenase activity
at_At1g31020 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g03680 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g50320 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g69880 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g77510 GO0003756 protein disulfide isomerase activity
at_At2g35010 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g15360 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g08570 GO0030508 thiol-disulfide exchange intermediate activity
at_At2g32920 GO0003756 protein disulfide isomerase activity
GO0005489 electron transporter activity
at_At3g02000 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g11530 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g06730 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g17880 GO0003754 chaperone activity
GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g56420 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g62930 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g62960 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g12170 GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15670 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15680 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g29670 GO0030508 thiol-disulfide exchange intermediate activity
at_At4g31870 - GO0004602 glutathione peroxidase activity
at_At4g32580 GO0030508 thiol-disulfide exchange intermediate activity
at_At5g14070 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g61440 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g35620 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g02730 GO0030508 thiol-disulfide exchange intermediate activity
at_At4g26160 GO0030508 thiol-disulfide exchange intermediate activity
at_At4g33040 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
Propertest Accuracy: 27/29 (93.10%)
Propertest Frequency class 'GO0015036': 31/2925 (1.06%)
New (unknown) data (1752 items):
at_At1g32760 - GO0005489 electron transporter activity
at_At3g25580 - GO0005554 molecular_function unknown
at_At4g04950 - no entry null
at_At4g08930 - GO0005554 molecular_function unknown
at_At4g10630 - no entry null
at_At5g06430 - GO0005554 molecular_function unknown
at_At5g11640 - GO0005554 molecular_function unknown
at_At5g13810 - GO0005554 molecular_function unknown
at_At5g66410 - GO0005554 molecular_function unknown
at_At1g50950 - GO0005554 molecular_function unknown
at_At3g26060 - GO0016209 antioxidant activity
at_At2g18990 - GO0005554 molecular_function unknown
at_At3g50960 - GO0005554 molecular_function unknown
at_At3g11920 - GO0005554 molecular_function unknown
at_At3g15660 - GO0005554 molecular_function unknown
at_At3g28850 - no entry null
at_At2g30890 - GO0005554 molecular_function unknown
at_At1g34780 - GO0005554 molecular_function unknown
at_At1g52990 - no entry null
at_At1g53300 - GO0005554 molecular_function unknown
at_At3g14950 - GO0005554 molecular_function unknown
at_At4g27080 - no entry null
at_At1g14730 - no entry null
at_At3g21460 - no entry null
at_At3g27890 - no entry null
at_At3g54900 - no entry null
at_At4g39740 - GO0005554 molecular_function unknown
at_At5g01420 - no entry null
at_At2g40790 - no entry null
at_At4g18260 - GO0005554 molecular_function unknown
at_At5g35220 - no entry null
------------------
Rule 717
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,bacillus),desc(_2,probable) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),species(_2,drosophila_melanogaster__fruit_fly_) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,streptococcaceae) = 1
-> class GO0015154 "disaccharide transporter activity"
Evaluation on training data (3433 items):
at_At1g66570 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At1g71890 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At2g02860 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0008515 sucrose transporter activity
GO0015144 carbohydrate transporter activity
at_At5g06170 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'GO0015154': 4/3433 (0.12%)
Evaluation on validation data (1752 items):
at_At1g09960 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0008515 sucrose transporter activity
GO0015144 carbohydrate transporter activity
at_At1g22710 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0015154': 2/1752 (0.11%)
Evaluation on propertest data (2925 items):
at_At1g71880 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At2g14670 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At5g43610 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'GO0015154': 4/2925 (0.14%)
New (unknown) data (1752 items):
at_At3g60070 - GO0005554 molecular_function unknown
at_At5g25040 - GO0005215 transporter activity
at_At5g38510 - GO0005554 molecular_function unknown
at_At2g32040 - GO0005215 transporter activity
------------------
Rule 734
eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,prodom) = 1
eval(_1,_2,0.0-9.0e-25),db_ref(_2,genew),desc(_2,subunit) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transmembrane),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,rattus_norvegicus__rat_),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,epsilonproteobacteria),db_ref(_2,prosite) = 0
-> class GO0015171 "amino acid transporter activity"
Evaluation on training data (3433 items):
at_At1g08230 GO0015359 amino acid permease activity
at_At1g24400 GO0015359 amino acid permease activity
at_At1g31830 GO0015326 cationic amino acid transporter activity
at_At1g48640 GO0015359 amino acid permease activity
at_At1g58360 GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g61270 GO0015359 amino acid permease activity
at_At1g71680 GO0015359 amino acid permease activity
at_At1g77380 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g80510 GO0015359 amino acid permease activity
at_At2g01170 GO0015359 amino acid permease activity
at_At2g34960 GO0015326 cationic amino acid transporter activity
at_At2g38120 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At2g39130 GO0015359 amino acid permease activity
at_At2g39890 GO0015359 amino acid permease activity
at_At3g10600 GO0015326 cationic amino acid transporter activity
at_At3g19553 GO0015326 cationic amino acid transporter activity
at_At3g28960 GO0015359 amino acid permease activity
at_At3g30390 GO0015359 amino acid permease activity
at_At3g56200 GO0015359 amino acid permease activity
at_At5g02170 GO0015359 amino acid permease activity
at_At5g15240 GO0015359 amino acid permease activity
at_At5g16740 GO0015359 amino acid permease activity
at_At5g19500 GO0005279 amino acid-polyamine transporter activity
at_At5g38820 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At5g40780 GO0015359 amino acid permease activity
at_At5g63850 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
GO0015399 primary active transporter activity
Training Accuracy: 26/26 (100.00%)
Training Frequency class 'GO0015171': 28/3433 (0.82%)
Evaluation on validation data (1752 items):
at_At1g44100 GO0015171 amino acid transporter activity
GO0015174 basic amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g60160 - GO0015079 potassium ion transporter activity
at_At1g67640 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At2g21050 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At2g33260 GO0005302 L-tyrosine transporter activity
at_At2g35060 - GO0015079 potassium ion transporter activity
at_At2g40420 GO0005279 amino acid-polyamine transporter activity
at_At1g17120 GO0015326 cationic amino acid transporter activity
at_At3g11900 GO0015171 amino acid transporter activity
GO0015173 aromatic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At4g26590 - GO0015198 oligopeptide transporter activity
at_At4g33530 - GO0015079 potassium ion transporter activity
at_At5g04770 GO0015171 amino acid transporter activity
GO0015326 cationic amino acid transporter activity
at_At5g05630 GO0005554 molecular_function unknown
GO0015326 cationic amino acid transporter activity
at_At5g41800 GO0015359 amino acid permease activity
at_At5g65990 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
Validation Accuracy: 11/15 (73.33%)
Validation Frequency class 'GO0015171': 13/1752 (0.74%)
Evaluation on propertest data (2925 items):
at_At1g25530 GO0015359 amino acid permease activity
at_At1g47670 GO0015359 amino acid permease activity
at_At1g77690 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At5g14880 - GO0015079 potassium ion transporter activity
at_At1g10010 GO0015359 amino acid permease activity
at_At3g01760 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At3g03720 GO0015326 cationic amino acid transporter activity
at_At3g09330 GO0015359 amino acid permease activity
at_At3g13620 GO0015326 cationic amino acid transporter activity
at_At3g54830 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At3g55740 GO0015359 amino acid permease activity
at_At4g21120 GO0015326 cationic amino acid transporter activity
at_At4g23640 - GO0015079 potassium ion transporter activity
at_At4g38250 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At5g09220 GO0015359 amino acid permease activity
at_At5g36940 GO0015326 cationic amino acid transporter activity
at_At5g49630 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g30450 - GO0015377 cation\:chloride symporter activity
at_At1g70300 - GO0015079 potassium ion transporter activity
at_At2g36590 GO0015359 amino acid permease activity
at_At5g23810 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
Propertest Accuracy: 17/21 (80.95%)
Propertest Frequency class 'GO0015171': 18/2925 (0.62%)
New (unknown) data (1752 items):
at_At1g49370 - no entry null
at_At5g01240 - GO0005215 transporter activity
at_At5g03280 - no entry null
at_At2g27810 - GO0015646 permease activity
at_At2g34350 - GO0005554 molecular_function unknown
at_At3g01380 - GO0016740 transferase activity
at_At5g03555 - no entry null
------------------
Rule 735
eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,prodom) = 1
eval(_1,_2,0.0-9.0e-25),db_ref(_2,genew),desc(_2,subunit) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transmembrane),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,rattus_norvegicus__rat_),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,epsilonproteobacteria),db_ref(_2,prosite) = 0
-> class GO0015203 "polyamine transporter activity"
Evaluation on training data (3433 items):
at_At1g08230 GO0015359 amino acid permease activity
at_At1g24400 GO0015359 amino acid permease activity
at_At1g31830 GO0015326 cationic amino acid transporter activity
at_At1g48640 GO0015359 amino acid permease activity
at_At1g58360 GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g61270 GO0015359 amino acid permease activity
at_At1g71680 GO0015359 amino acid permease activity
at_At1g77380 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g80510 GO0015359 amino acid permease activity
at_At2g01170 GO0015359 amino acid permease activity
at_At2g34960 GO0015326 cationic amino acid transporter activity
at_At2g38120 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At2g39130 GO0015359 amino acid permease activity
at_At2g39890 GO0015359 amino acid permease activity
at_At3g10600 GO0015326 cationic amino acid transporter activity
at_At3g19553 GO0015326 cationic amino acid transporter activity
at_At3g28960 GO0015359 amino acid permease activity
at_At3g30390 GO0015359 amino acid permease activity
at_At3g56200 GO0015359 amino acid permease activity
at_At5g02170 GO0015359 amino acid permease activity
at_At5g15240 GO0015359 amino acid permease activity
at_At5g16740 GO0015359 amino acid permease activity
at_At5g19500 GO0005279 amino acid-polyamine transporter activity
at_At5g38820 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At5g40780 GO0015359 amino acid permease activity
at_At5g63850 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
GO0015399 primary active transporter activity
Training Accuracy: 26/26 (100.00%)
Training Frequency class 'GO0015203': 27/3433 (0.79%)
Evaluation on validation data (1752 items):
at_At1g44100 GO0015171 amino acid transporter activity
GO0015174 basic amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g60160 - GO0015079 potassium ion transporter activity
at_At1g67640 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At2g21050 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At2g33260 - GO0005302 L-tyrosine transporter activity
at_At2g35060 - GO0015079 potassium ion transporter activity
at_At2g40420 GO0005279 amino acid-polyamine transporter activity
at_At1g17120 GO0015326 cationic amino acid transporter activity
at_At3g11900 GO0015171 amino acid transporter activity
GO0015173 aromatic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At4g26590 - GO0015198 oligopeptide transporter activity
at_At4g33530 - GO0015079 potassium ion transporter activity
at_At5g04770 GO0015171 amino acid transporter activity
GO0015326 cationic amino acid transporter activity
at_At5g05630 GO0005554 molecular_function unknown
GO0015326 cationic amino acid transporter activity
at_At5g41800 GO0015359 amino acid permease activity
at_At5g65990 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
Validation Accuracy: 10/15 (66.67%)
Validation Frequency class 'GO0015203': 12/1752 (0.68%)
Evaluation on propertest data (2925 items):
at_At1g25530 GO0015359 amino acid permease activity
at_At1g47670 GO0015359 amino acid permease activity
at_At1g77690 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At5g14880 - GO0015079 potassium ion transporter activity
at_At1g10010 GO0015359 amino acid permease activity
at_At3g01760 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At3g03720 GO0015326 cationic amino acid transporter activity
at_At3g09330 GO0015359 amino acid permease activity
at_At3g13620 GO0015326 cationic amino acid transporter activity
at_At3g54830 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At3g55740 GO0015359 amino acid permease activity
at_At4g21120 GO0015326 cationic amino acid transporter activity
at_At4g23640 - GO0015079 potassium ion transporter activity
at_At4g38250 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At5g09220 GO0015359 amino acid permease activity
at_At5g36940 GO0015326 cationic amino acid transporter activity
at_At5g49630 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g30450 - GO0015377 cation\:chloride symporter activity
at_At1g70300 - GO0015079 potassium ion transporter activity
at_At2g36590 GO0015359 amino acid permease activity
at_At5g23810 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
Propertest Accuracy: 17/21 (80.95%)
Propertest Frequency class 'GO0015203': 18/2925 (0.62%)
New (unknown) data (1752 items):
at_At1g49370 - no entry null
at_At5g01240 - GO0005215 transporter activity
at_At5g03280 - no entry null
at_At2g27810 - GO0015646 permease activity
at_At2g34350 - GO0005554 molecular_function unknown
at_At3g01380 - GO0016740 transferase activity
at_At5g03555 - no entry null
------------------
Rule 588
eval(_1,_2,0.0-9.0e-25),desc(_2,receptor) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),desc(_2,precursor) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,caryophyllales),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),classification(_2,candida) = 1
-> class GO0016627 "oxidoreductase activity\, acting on the CH-CH group of donors"
Evaluation on training data (3433 items):
at_At1g03630 GO0016491 oxidoreductase activity
GO0016630 protochlorophyllide reductase activity
at_At1g06300 GO0003997 acyl-CoA oxidase activity
at_At1g06310 GO0003997 acyl-CoA oxidase activity
at_At2g35690 GO0003997 acyl-CoA oxidase activity
at_At3g45300 GO0008470 isovaleryl-CoA dehydrogenase activity
at_At5g65110 GO0003997 acyl-CoA oxidase activity
GO0030364 cleavage/polyadenylation specificity factor activity
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0016627': 18/3433 (0.52%)
Evaluation on validation data (1752 items):
at_At1g06290 GO0003997 acyl-CoA oxidase activity
at_At4g27440 GO0016491 oxidoreductase activity
GO0016630 protochlorophyllide reductase activity
at_At1g24360 - GO0004316 3-oxoacyl-[acyl-carrier protein] reductase activity
at_At5g35930 - GO0016208 AMP binding
Validation Accuracy: 2/4 (50.00%)
Validation Frequency class 'GO0016627': 10/1752 (0.57%)
Evaluation on propertest data (2925 items):
at_At3g51840 GO0003997 acyl-CoA oxidase activity
GO0016491 oxidoreductase activity
at_At2g05990 GO0004318 enoyl-[acyl-carrier protein] reductase (NADH) activity
GO0016491 oxidoreductase activity
GO0016631 enoyl-[acyl-carrier protein] reductase activity
at_At2g29350 - GO0004022 alcohol dehydrogenase activity
GO0016491 oxidoreductase activity
at_At3g02360 - GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
Propertest Accuracy: 2/4 (50.00%)
Propertest Frequency class 'GO0016627': 23/2925 (0.79%)
New (unknown) data (1752 items):
at_At1g07440 - GO0016491 oxidoreductase activity
at_At1g07450 - GO0016491 oxidoreductase activity
at_At1g24470 - GO0016491 oxidoreductase activity
at_At1g54870 - GO0016491 oxidoreductase activity
at_At1g62610 - GO0016491 oxidoreductase activity
at_At1g63380 - GO0016491 oxidoreductase activity
at_At2g29160 - no entry null
at_At2g29170 - GO0016491 oxidoreductase activity
at_At2g29280 - no entry null
at_At2g29300 - GO0016491 oxidoreductase activity
at_At2g29310 - GO0016491 oxidoreductase activity
at_At2g29320 - GO0016491 oxidoreductase activity
at_At2g29360 - GO0016491 oxidoreductase activity
at_At2g37540 - GO0016491 oxidoreductase activity
at_At2g47120 - GO0016491 oxidoreductase activity
at_At2g47130 - GO0016491 oxidoreductase activity
at_At2g47140 - GO0016491 oxidoreductase activity
at_At2g47150 - GO0016491 oxidoreductase activity
at_At3g06810 - GO0016491 oxidoreductase activity
at_At3g46170 - no entry null
at_At3g47350 - GO0016491 oxidoreductase activity
at_At3g47360 - GO0016491 oxidoreductase activity
at_At3g51680 - GO0016491 oxidoreductase activity
at_At3g55290 - GO0016491 oxidoreductase activity
at_At3g59710 - GO0016491 oxidoreductase activity
at_At4g05530 - GO0016491 oxidoreductase activity
at_At4g09750 - GO0016491 oxidoreductase activity
at_At4g10020 - GO0016491 oxidoreductase activity
at_At4g13180 - GO0016491 oxidoreductase activity
at_At5g04070 - GO0016491 oxidoreductase activity
at_At5g18210 - GO0016491 oxidoreductase activity
at_At5g50690 - GO0016491 oxidoreductase activity
at_At5g51030 - GO0016491 oxidoreductase activity
at_At4g11410 - GO0016491 oxidoreductase activity
at_At1g52340 - GO0016491 oxidoreductase activity
at_At2g24190 - GO0016491 oxidoreductase activity
at_At2g29340 - GO0016491 oxidoreductase activity
at_At2g29370 - GO0016491 oxidoreductase activity
at_At3g55310 - GO0016491 oxidoreductase activity
at_At3g29250 - GO0016491 oxidoreductase activity
at_At4g03140 - GO0016491 oxidoreductase activity
at_At4g20760 - no entry null
at_At4g23430 - GO0016491 oxidoreductase activity
at_At5g04900 - GO0016491 oxidoreductase activity
at_At5g06060 - GO0016491 oxidoreductase activity
at_At5g19200 - GO0016491 oxidoreductase activity
at_At1g64590 - GO0016491 oxidoreductase activity
at_At2g29290 - GO0016491 oxidoreductase activity
at_At2g29330 - GO0016491 oxidoreductase activity
at_At2g30670 - GO0016491 oxidoreductase activity
at_At1g01800 - GO0016491 oxidoreductase activity
at_At3g01980 - GO0016491 oxidoreductase activity
at_At3g03330 - GO0016491 oxidoreductase activity
at_At3g03980 - GO0016491 oxidoreductase activity
at_At3g04000 - no entry null
at_At3g06060 - GO0016491 oxidoreductase activity
at_At3g29260 - GO0016491 oxidoreductase activity
at_At3g50560 - GO0016491 oxidoreductase activity
at_At4g27760 - GO0016491 oxidoreductase activity
at_At5g50590 - GO0016491 oxidoreductase activity
at_At1g10310 - GO0016491 oxidoreductase activity
at_At3g05260 - GO0016491 oxidoreductase activity
at_At5g63890 - no entry null
------------------
Rule 657
eval(_1,_2,4.0e-3-0.1),mol_wt(_2,1574.0-38820.0),desc(_2,kinase) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,core_eudicots),keyword(_2,glycoprotein) = 0
eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,485.0-667.0),classification(_2,mollusca) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,rattus),keyword(_2,calcium_binding) = 0
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,54204.0-74022.0),classification(_2,sordariomycetes) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,caryophyllales),keyword(_2,oxidoreductase) = 1
-> class GO0016651 "oxidoreductase activity\, acting on NADH or NADPH"
Evaluation on training data (3433 items):
at_At1g19540 GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At1g32100 GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At1g75280 GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At2g20800 GO0003954 NADH dehydrogenase activity
at_At4g21490 GO0003954 NADH dehydrogenase activity
at_At4g34540 GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At4g39230 GO0016651 oxidoreductase activity\, acting on NADH or NADPH
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'GO0016651': 27/3433 (0.79%)
Evaluation on validation data (1752 items):
at_At1g75300 GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At3g24170 GO0004362 glutathione-disulfide reductase activity
at_At1g24070 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
Validation Accuracy: 2/3 (66.67%)
Validation Frequency class 'GO0016651': 16/1752 (0.91%)
Evaluation on propertest data (2925 items):
at_At4g13660 GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At4g28220 GO0003954 NADH dehydrogenase activity
GO0015036 disulfide oxidoreductase activity
at_At5g08740 GO0003954 NADH dehydrogenase activity
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'GO0016651': 24/2925 (0.82%)
New (unknown) data (1752 items):
at_At2g20360 - GO0005554 molecular_function unknown
at_At2g34460 - GO0005554 molecular_function unknown
at_At5g03630 - no entry null
at_At5g02240 - GO0005554 molecular_function unknown
at_At3g09940 - no entry null
at_At4g35250 - GO0005554 molecular_function unknown
at_At5g18660 - GO0005554 molecular_function unknown
------------------
Rule 682
eval(_1,_2,0.0-9.0e-25),db_ref(_2,flybase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 1
-> class GO0016684 "oxidoreductase activity\, acting on peroxide as acceptor"
Evaluation on training data (3433 items):
at_At1g30870 GO0004601 peroxidase activity
at_At1g71695 GO0004601 peroxidase activity
at_At1g77100 GO0004601 peroxidase activity
at_At2g18140 GO0004601 peroxidase activity
at_At2g35380 GO0004601 peroxidase activity
at_At2g38380 GO0004601 peroxidase activity
at_At2g38390 GO0004601 peroxidase activity
at_At2g43480 GO0004601 peroxidase activity
at_At3g09640 GO0016688 L-ascorbate peroxidase activity
at_At3g28200 GO0004601 peroxidase activity
at_At3g49960 GO0004601 peroxidase activity
at_At3g50990 GO0004601 peroxidase activity
at_At4g08770 GO0004601 peroxidase activity
at_At4g08780 GO0004601 peroxidase activity
at_At4g09010 GO0004601 peroxidase activity
at_At4g16270 GO0004601 peroxidase activity
at_At4g17690 GO0004601 peroxidase activity
at_At4g26010 GO0004601 peroxidase activity
at_At4g30170 GO0004601 peroxidase activity
at_At4g35000 GO0016688 L-ascorbate peroxidase activity
at_At4g37530 GO0004601 peroxidase activity
at_At5g05340 GO0004601 peroxidase activity
at_At5g06730 GO0004601 peroxidase activity
at_At5g15180 GO0004601 peroxidase activity
at_At5g17820 GO0004601 peroxidase activity
at_At5g19880 GO0004601 peroxidase activity
at_At5g19890 GO0004601 peroxidase activity
at_At5g24070 GO0004601 peroxidase activity
at_At5g39580 GO0004601 peroxidase activity
at_At5g47000 GO0004601 peroxidase activity
at_At5g51890 GO0004601 peroxidase activity
at_At5g58390 GO0004601 peroxidase activity
at_At5g58400 GO0004601 peroxidase activity
at_At5g66390 GO0004601 peroxidase activity
at_At5g67400 GO0004601 peroxidase activity
Training Accuracy: 35/35 (100.00%)
Training Frequency class 'GO0016684': 39/3433 (1.14%)
Evaluation on validation data (1752 items):
at_At4g25980 GO0004601 peroxidase activity
at_At5g14130 GO0004601 peroxidase activity
at_At1g34330 GO0004601 peroxidase activity
at_At2g18980 GO0004601 peroxidase activity
at_At2g24800 GO0004601 peroxidase activity
at_At2g34060 GO0004601 peroxidase activity
at_At2g41480 GO0004601 peroxidase activity
at_At3g21770 GO0004601 peroxidase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g08390 GO0016688 L-ascorbate peroxidase activity
at_At4g31760 GO0004601 peroxidase activity
at_At4g32320 GO0016688 L-ascorbate peroxidase activity
at_At4g33420 GO0004601 peroxidase activity
at_At4g33870 GO0004601 peroxidase activity
at_At4g37520 GO0004601 peroxidase activity
at_At5g06720 GO0004601 peroxidase activity
at_At5g22410 GO0004601 peroxidase activity
Validation Accuracy: 16/16 (100.00%)
Validation Frequency class 'GO0016684': 20/1752 (1.14%)
Evaluation on propertest data (2925 items):
at_At1g34510 GO0004601 peroxidase activity
at_At1g49570 GO0004601 peroxidase activity
at_At1g05240 GO0004601 peroxidase activity
at_At1g05250 GO0004601 peroxidase activity
at_At1g05260 GO0004601 peroxidase activity
at_At1g77490 GO0016688 L-ascorbate peroxidase activity
at_At2g22420 GO0004601 peroxidase activity
at_At4g35970 GO0004601 peroxidase activity
GO0016688 L-ascorbate peroxidase activity
at_At1g07890 GO0016688 L-ascorbate peroxidase activity
at_At2g37130 GO0004601 peroxidase activity
GO0005554 molecular_function unknown
at_At2g39040 GO0004601 peroxidase activity
at_At3g01190 GO0004601 peroxidase activity
at_At3g03670 GO0004601 peroxidase activity
at_At3g17070 GO0004601 peroxidase activity
at_At3g49110 GO0004601 peroxidase activity
at_At3g49120 GO0004601 peroxidase activity
at_At4g21960 GO0004601 peroxidase activity
at_At4g36430 GO0004601 peroxidase activity
at_At5g40150 GO0004601 peroxidase activity
at_At5g42180 GO0004601 peroxidase activity
at_At1g14540 GO0004601 peroxidase activity
at_At1g14550 GO0004601 peroxidase activity
at_At1g24110 GO0004601 peroxidase activity
at_At1g44970 GO0004601 peroxidase activity
at_At1g68850 GO0004601 peroxidase activity
at_At2g18150 GO0004601 peroxidase activity
at_At3g42570 GO0004601 peroxidase activity
at_At4g11290 GO0004601 peroxidase activity
at_At5g64100 GO0004601 peroxidase activity
at_At5g64110 GO0004601 peroxidase activity
at_At5g64120 GO0004601 peroxidase activity
Propertest Accuracy: 31/31 (100.00%)
Propertest Frequency class 'GO0016684': 36/2925 (1.23%)
New (unknown) data (1752 items):
at_At3g10520 - GO0005344 oxygen transporter activity
at_At3g32980 - no entry null
at_At1g33650 - no entry null
------------------
Rule 601
eval(_1,_2,0.0-9.0e-25),classification(_2,malus),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,caryophyllales),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,alphaproteobacteria) = 1
-> class GO0016746 "transferase activity\, transferring acyl groups"
Evaluation on training data (3433 items):
at_At1g19440 GO0008415 acyltransferase activity
at_At1g68530 GO0008415 acyltransferase activity
GO0009922 fatty acid elongase activity
at_At2g15090 GO0008415 acyltransferase activity
at_At2g16280 GO0008415 acyltransferase activity
at_At2g46720 GO0008415 acyltransferase activity
at_At3g10280 GO0008415 acyltransferase activity
at_At3g52160 GO0008415 acyltransferase activity
at_At4g34250 GO0008415 acyltransferase activity
at_At4g34520 GO0008415 acyltransferase activity
GO0009922 fatty acid elongase activity
at_At5g13930 GO0016210 naringenin-chalcone synthase activity
at_At5g49070 GO0008415 acyltransferase activity
Training Accuracy: 11/11 (100.00%)
Training Frequency class 'GO0016746': 42/3433 (1.22%)
Evaluation on validation data (1752 items):
at_At1g04220 GO0008415 acyltransferase activity
at_At2g26640 GO0008415 acyltransferase activity
at_At1g07720 GO0008415 acyltransferase activity
at_At4g20930 - GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
at_At4g34510 GO0008415 acyltransferase activity
at_At1g25450 GO0008415 acyltransferase activity
at_At1g15710 - GO0004665 prephenate dehydrogenase (NADP+) activity
Validation Accuracy: 5/7 (71.43%)
Validation Frequency class 'GO0016746': 31/1752 (1.77%)
Evaluation on propertest data (2925 items):
at_At1g01120 GO0008415 acyltransferase activity
GO0009922 fatty acid elongase activity
at_At1g62640 GO0004315 3-oxoacyl-[acyl-carrier protein] synthase activity
at_At1g71160 GO0008415 acyltransferase activity
at_At5g04530 GO0008415 acyltransferase activity
at_At2g26250 GO0008415 acyltransferase activity
at_At2g28630 GO0008415 acyltransferase activity
at_At1g09940 - GO0008883 glutamyl-tRNA reductase activity
at_At5g43760 GO0008415 acyltransferase activity
at_At4g11820 GO0004421 hydroxymethylglutaryl-CoA synthase activity
Propertest Accuracy: 8/9 (88.89%)
Propertest Frequency class 'GO0016746': 58/2925 (1.98%)
New (unknown) data (1752 items):
at_At1g02050 - GO0005554 molecular_function unknown
at_At4g34850 - GO0005554 molecular_function unknown
at_At4g00040 - GO0005554 molecular_function unknown
------------------
Rule 690
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 1
-> class GO0016746 "transferase activity\, transferring acyl groups"
Evaluation on training data (3433 items):
at_At1g34490 GO0008415 acyltransferase activity
at_At1g34500 GO0008415 acyltransferase activity
at_At3g51970 GO0008415 acyltransferase activity
at_At5g55370 GO0008415 acyltransferase activity
at_At5g55380 GO0008415 acyltransferase activity
Training Accuracy: 5/5 (100.00%)
Training Frequency class 'GO0016746': 42/3433 (1.22%)
Evaluation on validation data (1752 items):
at_At1g34520 GO0008415 acyltransferase activity
at_At5g55320 GO0008415 acyltransferase activity
at_At5g55340 GO0008415 acyltransferase activity
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0016746': 31/1752 (1.77%)
Evaluation on propertest data (2925 items):
at_At1g63050 GO0008415 acyltransferase activity
at_At5g55330 GO0008415 acyltransferase activity
at_At5g55350 GO0008415 acyltransferase activity
at_At5g55360 GO0008415 acyltransferase activity
at_At1g12640 GO0008415 acyltransferase activity
Propertest Accuracy: 5/5 (100.00%)
Propertest Frequency class 'GO0016746': 58/2925 (1.98%)
New (unknown) data (1752 items):
at_At1g12600 - GO0005554 molecular_function unknown
at_At2g41050 - GO0005554 molecular_function unknown
at_At4g36850 - GO0005554 molecular_function unknown
at_At4g20100 - GO0005554 molecular_function unknown
at_At2g20840 - GO0005386 carrier activity
at_At4g21250 - GO0005554 molecular_function unknown
at_At5g40670 - GO0005554 molecular_function unknown
at_At5g59470 - GO0005554 molecular_function unknown
------------------
Rule 540
eval(_1,_2,0.0-9.0e-25),classification(_2,eutheria),keyword(_2,phosphorylation) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,oryctolagus),db_ref(_2,prodom) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,oryctolagus),keyword(_2,transferase) = 1
-> class GO0016765 "transferase activity\, transferring alkyl or aryl (other than methyl) groups"
Evaluation on training data (3433 items):
at_At1g02920 GO0004364 glutathione transferase activity
at_At1g02930 GO0004364 glutathione transferase activity
at_At1g02940 GO0004364 glutathione transferase activity
at_At1g02950 GO0004364 glutathione transferase activity
at_At1g10360 GO0004364 glutathione transferase activity
at_At1g17170 GO0004364 glutathione transferase activity
GO0004672 protein kinase activity
at_At1g53680 GO0004364 glutathione transferase activity
at_At1g59670 GO0004364 glutathione transferase activity
at_At1g59700 GO0004364 glutathione transferase activity
at_At1g69920 GO0004364 glutathione transferase activity
at_At1g78320 GO0004364 glutathione transferase activity
at_At1g78360 GO0004364 glutathione transferase activity
GO0004672 protein kinase activity
at_At1g78370 GO0004364 glutathione transferase activity
at_At1g78380 GO0004364 glutathione transferase activity
at_At2g29450 GO0004364 glutathione transferase activity
at_At2g29460 GO0004364 glutathione transferase activity
at_At2g29490 GO0004364 glutathione transferase activity
at_At2g30860 GO0004364 glutathione transferase activity
at_At3g09270 GO0004364 glutathione transferase activity
at_At3g43800 GO0004364 glutathione transferase activity
at_At5g44000 GO0004364 glutathione transferase activity
at_At5g62480 GO0004364 glutathione transferase activity
Training Accuracy: 22/22 (100.00%)
Training Frequency class 'GO0016765': 49/3433 (1.43%)
Evaluation on validation data (1752 items):
at_At1g74590 GO0004364 glutathione transferase activity
at_At2g02380 GO0004364 glutathione transferase activity
at_At2g02930 GO0004364 glutathione transferase activity
at_At2g29470 GO0004364 glutathione transferase activity
at_At2g47730 GO0004364 glutathione transferase activity
at_At5g17220 GO0004364 glutathione transferase activity
at_At5g41240 GO0004364 glutathione transferase activity
at_At1g27140 GO0004364 glutathione transferase activity
Validation Accuracy: 8/8 (100.00%)
Validation Frequency class 'GO0016765': 25/1752 (1.43%)
Evaluation on propertest data (2925 items):
at_At1g27130 GO0004364 glutathione transferase activity
at_At1g49860 GO0004364 glutathione transferase activity
at_At1g69930 GO0004364 glutathione transferase activity
at_At1g78340 GO0004364 glutathione transferase activity
at_At1g17180 GO0004364 glutathione transferase activity
at_At1g17190 GO0004364 glutathione transferase activity
at_At2g02390 GO0004364 glutathione transferase activity
at_At2g29420 GO0004364 glutathione transferase activity
at_At2g29440 GO0004364 glutathione transferase activity
at_At2g29480 GO0004364 glutathione transferase activity
at_At2g30870 GO0004364 glutathione transferase activity
at_At3g62760 GO0004364 glutathione transferase activity
at_At5g41210 GO0004364 glutathione transferase activity
at_At3g03190 GO0004364 glutathione transferase activity
at_At4g02520 GO0004364 glutathione transferase activity
Propertest Accuracy: 15/15 (100.00%)
Propertest Frequency class 'GO0016765': 44/2925 (1.50%)
New (unknown) data (1752 items):
at_At1g77290 - GO0005554 molecular_function unknown
at_At3g55040 - GO0005554 molecular_function unknown
at_At5g02780 - GO0005554 molecular_function unknown
at_At5g02790 - GO0005554 molecular_function unknown
at_At5g45020 - GO0005554 molecular_function unknown
at_At2g19080 - GO0005554 molecular_function unknown
at_At4g19880 - GO0005554 molecular_function unknown
at_At5g42150 - GO0005554 molecular_function unknown
------------------
Rule 596
eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria) = 1
eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,metal_binding),desc(_2,region) = 0
eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,349.0-485.0),classification(_2,escherichia) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,alpha) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,malus),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),classification(_2,corynebacterineae) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
-> class GO0016769 "transferase activity\, transferring nitrogenous groups"
Evaluation on training data (3433 items):
at_At1g70580 GO0004021 alanine transaminase activity
GO0047958 glycine transaminase activity
at_At1g77670 GO0008483 transaminase activity
at_At2g13360 GO0008453 alanine-glyoxylate transaminase activity
at_At2g22250 GO0004069 aspartate transaminase activity
at_At3g08860 GO0008453 alanine-glyoxylate transaminase activity
at_At4g31990 GO0004069 aspartate transaminase activity
at_At4g33680 GO0008483 transaminase activity
at_At4g39660 GO0008453 alanine-glyoxylate transaminase activity
at_At5g04620 GO0008483 transaminase activity
at_At5g11520 GO0004069 aspartate transaminase activity
at_At5g53970 GO0008483 transaminase activity
Training Accuracy: 11/11 (100.00%)
Training Frequency class 'GO0016769': 13/3433 (0.38%)
Evaluation on validation data (1752 items):
at_At4g24670 - GO0016846 carbon-sulfur lyase activity
at_At1g33320 - GO0003962 cystathionine gamma-synthase activity
at_At1g80360 GO0008483 transaminase activity
at_At2g13810 GO0008483 transaminase activity
at_At2g17630 GO0004648 phosphoserine transaminase activity
GO0008483 transaminase activity
at_At3g22200 GO0003867 4-aminobutyrate transaminase activity
GO0004015 adenosylmethionine-8-amino-7-oxononanoate transaminase activity
at_At4g36480 - GO0004758 serine C-palmitoyltransferase activity
at_At5g55720 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At5g57590 GO0004015 adenosylmethionine-8-amino-7-oxononanoate transaminase activity
Validation Accuracy: 5/9 (55.56%)
Validation Frequency class 'GO0016769': 7/1752 (0.40%)
Evaluation on propertest data (2925 items):
at_At1g08490 GO0008483 transaminase activity
at_At2g38400 GO0008453 alanine-glyoxylate transaminase activity
at_At3g48780 - GO0004758 serine C-palmitoyltransferase activity
at_At4g13210 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At4g28420 GO0008483 transaminase activity
at_At4g37770 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At5g19550 GO0004069 aspartate transaminase activity
at_At5g28360 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At5g46180 GO0004587 ornithine-oxo-acid transaminase activity
at_At5g23670 - GO0004758 serine C-palmitoyltransferase activity
at_At5g63570 - GO0042286 glutamate-1-semialdehyde 2\,1-aminomutase activity
Propertest Accuracy: 5/11 (45.45%)
Propertest Frequency class 'GO0016769': 14/2925 (0.48%)
New (unknown) data (1752 items):
at_At1g62800 - no entry null
at_At3g62130 - GO0005554 molecular_function unknown
at_At4g22980 - GO0005554 molecular_function unknown
at_At5g26600 - GO0005554 molecular_function unknown
at_At5g36160 - GO0005554 molecular_function unknown
at_At4g35630 - no entry null
at_At5g51920 - GO0005554 molecular_function unknown
at_At1g64660 - GO0003824 catalytic activity
at_At1g16540 - GO0008265 Mo-molybdopterin cofactor sulfurase activity
at_At4g37100 - GO0005554 molecular_function unknown
------------------
Rule 441
eval(_1,_2,4.0e-3-0.1),desc(_2,heavy) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,streptophyta),keyword(_2,mitochondrion) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,clostridia),db_ref(_2,pir) = 1
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),keyword(_2,hydrolase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,danio) = 0
-> class GO0016798 "hydrolase activity\, acting on glycosyl bonds"
Evaluation on training data (3433 items):
at_At1g02460 GO0004650 polygalacturonase activity
at_At1g02790 GO0004650 polygalacturonase activity
at_At1g02800 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008810 cellulase activity
at_At1g05650 GO0004650 polygalacturonase activity
at_At1g10050 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g10550 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At1g14720 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At1g23460 GO0004650 polygalacturonase activity
at_At1g26560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g43080 GO0004650 polygalacturonase activity
at_At1g43090 GO0004650 polygalacturonase activity
at_At1g43100 GO0004650 polygalacturonase activity
at_At1g51470 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g52400 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g58370 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0015034 cytochrome P450 activity
at_At1g60090 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g61810 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g61820 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g65570 GO0004650 polygalacturonase activity
at_At1g69830 GO0004556 alpha-amylase activity
at_At1g70500 GO0004650 polygalacturonase activity
at_At1g70710 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008810 cellulase activity
at_At1g72990 GO0004565 beta-galactosidase activity
at_At1g75680 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g75940 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g76130 GO0004556 alpha-amylase activity
at_At2g01850 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At2g06850 GO0016762 xyloglucan\:xyloglucosyl transferase activity
GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At2g14620 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At2g14690 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g15450 GO0004650 polygalacturonase activity
at_At2g15470 GO0004650 polygalacturonase activity
at_At2g16730 GO0004565 beta-galactosidase activity
at_At2g23900 GO0004650 polygalacturonase activity
at_At2g32290 GO0016161 beta-amylase activity
at_At2g32810 GO0004565 beta-galactosidase activity
at_At2g32860 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44450 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44460 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44480 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44490 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44570 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g06770 GO0004650 polygalacturonase activity
at_At3g07820 GO0004650 polygalacturonase activity
at_At3g07840 GO0004650 polygalacturonase activity
at_At3g09260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008422 beta-glucosidase activity
at_At3g10890 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g13750 GO0004565 beta-galactosidase activity
at_At3g16850 GO0004650 polygalacturonase activity
at_At3g18080 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g19620 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g21370 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g23730 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At3g23920 GO0016161 beta-amylase activity
at_At3g25050 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At3g42950 GO0004650 polygalacturonase activity
at_At3g43860 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g47010 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g48580 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At3g48950 GO0004650 polygalacturonase activity
at_At3g60130 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g60140 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g61490 GO0004650 polygalacturonase activity
at_At3g62710 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g62740 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g01890 GO0004650 polygalacturonase activity
at_At4g02290 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g09740 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g13090 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g14130 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g18180 GO0004650 polygalacturonase activity
at_At4g23500 GO0004650 polygalacturonase activity
at_At4g25810 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g26140 GO0004565 beta-galactosidase activity
at_At4g27830 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g30270 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g33820 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g35010 GO0004565 beta-galactosidase activity
at_At4g36360 GO0004565 beta-galactosidase activity
at_At4g38300 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g39000 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g09700 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g10560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g13870 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g24550 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g26000 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0019137 thioglucosidase activity
at_At5g41870 GO0004650 polygalacturonase activity
at_At5g44640 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g44830 GO0004650 polygalacturonase activity
at_At5g44840 GO0004650 polygalacturonase activity
at_At5g48070 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g48140 GO0004650 polygalacturonase activity
at_At5g54570 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g55700 GO0016161 beta-amylase activity
at_At5g56870 GO0004565 beta-galactosidase activity
at_At5g57540 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g64570 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
Training Accuracy: 98/98 (100.00%)
Training Frequency class 'GO0016798': 164/3433 (4.78%)
Evaluation on validation data (1752 items):
at_At4g24260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g38650 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g39010 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g14650 GO0004650 polygalacturonase activity
at_At1g31740 GO0004565 beta-galactosidase activity
at_At1g47600 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g05660 GO0004650 polygalacturonase activity
at_At1g60260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g60270 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g65310 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At1g65610 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g76030 - GO0000260 hydrogen-translocating V-type ATPase activity
GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At1g78400 GO0004650 polygalacturonase activity
at_At1g80170 GO0004650 polygalacturonase activity
at_At3g26140 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g15460 GO0004650 polygalacturonase activity
at_At2g18800 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At2g28470 GO0004565 beta-galactosidase activity
at_At2g32990 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g40310 GO0004650 polygalacturonase activity
at_At2g41850 GO0004650 polygalacturonase activity
at_At2g43350 - GO0004602 glutathione peroxidase activity
at_At2g43860 GO0004650 polygalacturonase activity
at_At2g43870 GO0004650 polygalacturonase activity
at_At2g43890 GO0004650 polygalacturonase activity
at_At2g44540 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44550 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g48150 - GO0004602 glutathione peroxidase activity
at_At3g62110 GO0004650 polygalacturonase activity
at_At3g63080 - GO0004602 glutathione peroxidase activity
at_At3g14040 GO0004650 polygalacturonase activity
at_At3g47000 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g47050 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g19940 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g15210 GO0016161 beta-amylase activity
at_At4g18990 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g22100 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g23820 GO0004650 polygalacturonase activity
at_At4g27820 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g30290 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g33440 GO0004650 polygalacturonase activity
at_At4g33810 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g35670 GO0004650 polygalacturonase activity
at_At5g01930 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g23210 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g18670 GO0016161 beta-amylase activity
at_At5g20710 GO0004565 beta-galactosidase activity
at_At5g20940 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20950 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g25980 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0019137 thioglucosidase activity
at_At5g27530 GO0004650 polygalacturonase activity
at_At5g34940 GO0004566 beta-glucuronidase activity
at_At5g36890 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g49720 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008810 cellulase activity
at_At5g61250 GO0004566 beta-glucuronidase activity
at_At1g02640 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g61740 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Validation Accuracy: 52/57 (91.23%)
Validation Frequency class 'GO0016798': 86/1752 (4.91%)
Evaluation on propertest data (2925 items):
at_At1g02850 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g22880 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g32170 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At1g48130 - GO0008379 thioredoxin peroxidase activity
GO0016209 antioxidant activity
at_At1g51490 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g56710 GO0004650 polygalacturonase activity
at_At1g66270 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g66280 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g77410 GO0004565 beta-galactosidase activity
at_At1g80140 GO0004650 polygalacturonase activity
at_At3g15720 GO0004650 polygalacturonase activity
at_At3g52840 GO0004565 beta-galactosidase activity
at_At5g24540 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g09010 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g25080 - GO0004602 glutathione peroxidase activity
at_At2g26620 GO0004650 polygalacturonase activity
at_At2g36870 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At2g43880 GO0004650 polygalacturonase activity
at_At2g45880 GO0016161 beta-amylase activity
at_At3g03640 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g06510 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g07830 GO0004650 polygalacturonase activity
at_At3g07970 GO0004650 polygalacturonase activity
at_At3g18070 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g26130 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g44990 GO0016762 xyloglucan\:xyloglucosyl transferase activity
GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At3g47040 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g53180 - GO0004356 glutamate-ammonia ligase activity
at_At3g57510 GO0004650 polygalacturonase activity
at_At3g59850 GO0004650 polygalacturonase activity
at_At3g60120 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g62750 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g00490 GO0016161 beta-amylase activity
at_At4g03210 GO0016762 xyloglucan\:xyloglucosyl transferase activity
GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g08160 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g13080 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g13760 GO0004650 polygalacturonase activity
at_At4g17090 GO0016161 beta-amylase activity
at_At4g21760 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g25000 GO0004556 alpha-amylase activity
at_At4g28320 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g28850 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g30280 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g31870 - GO0004602 glutathione peroxidase activity
at_At4g33830 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33840 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33850 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33860 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g37800 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g38510 - GO0000260 hydrogen-translocating V-type ATPase activity
GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At4g38990 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g08670 - GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At5g09730 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g16580 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g16700 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g17200 GO0004650 polygalacturonase activity
at_At5g17500 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g28510 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g39910 GO0004650 polygalacturonase activity
at_At5g42260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g49360 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g57530 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g57550 GO0016762 xyloglucan\:xyloglucosyl transferase activity
GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g57560 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g65730 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g66460 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g71380 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g31570 - GO0004602 glutathione peroxidase activity
at_At2g44470 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g25820 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g07830 GO0004566 beta-glucuronidase activity
Propertest Accuracy: 64/71 (90.14%)
Propertest Frequency class 'GO0016798': 124/2925 (4.24%)
New (unknown) data (1752 items):
at_At1g22080 - GO0005554 molecular_function unknown
at_At1g60740 - GO0016209 antioxidant activity
at_At1g65970 - GO0016209 antioxidant activity
at_At1g65990 - no entry null
at_At2g37240 - GO0005554 molecular_function unknown
at_At2g41530 - no entry null
at_At3g52960 - GO0016209 antioxidant activity
at_At1g65980 - GO0016209 antioxidant activity
at_At3g26060 - GO0016209 antioxidant activity
at_At2g28560 - GO0005554 molecular_function unknown
at_At1g20260 - GO0000260 hydrogen-translocating V-type ATPase activity
at_At3g30540 - no entry null
at_At3g06050 - GO0016209 antioxidant activity
at_At3g08950 - GO0005554 molecular_function unknown
at_At4g39740 - GO0005554 molecular_function unknown
at_At5g06290 - GO0016209 antioxidant activity
------------------
Rule 440
eval(_1,_2,0.0-9.0e-25),classification(_2,caryophyllales),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,rosales) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 1
-> class GO0016798 "hydrolase activity\, acting on glycosyl bonds"
Evaluation on training data (3433 items):
at_At1g02360 GO0004568 chitinase activity
at_At1g02460 GO0004650 polygalacturonase activity
at_At1g02790 GO0004650 polygalacturonase activity
at_At1g05650 GO0004650 polygalacturonase activity
at_At1g23460 GO0004650 polygalacturonase activity
at_At1g33220 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g43080 GO0004650 polygalacturonase activity
at_At1g43090 GO0004650 polygalacturonase activity
at_At1g43100 GO0004650 polygalacturonase activity
at_At1g65570 GO0004650 polygalacturonase activity
at_At1g70500 GO0004650 polygalacturonase activity
at_At2g15450 GO0004650 polygalacturonase activity
at_At2g15470 GO0004650 polygalacturonase activity
at_At2g16230 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g19440 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g23900 GO0004650 polygalacturonase activity
at_At2g26600 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g43590 GO0004568 chitinase activity
at_At2g43600 GO0004568 chitinase activity
at_At3g06770 GO0004650 polygalacturonase activity
at_At3g07320 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g07820 GO0004650 polygalacturonase activity
at_At3g07840 GO0004650 polygalacturonase activity
at_At3g13560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g15800 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g16850 GO0004650 polygalacturonase activity
at_At3g16920 GO0004568 chitinase activity
at_At3g42950 GO0004650 polygalacturonase activity
at_At3g47540 GO0004568 chitinase activity
at_At3g48950 GO0004650 polygalacturonase activity
at_At3g55430 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g55780 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g57240 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008810 cellulase activity
at_At3g57260 GO0004338 glucan 1\,3-beta-glucosidase activity
GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008810 cellulase activity
at_At3g61490 GO0004650 polygalacturonase activity
at_At4g01890 GO0004650 polygalacturonase activity
at_At4g17180 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g18180 GO0004650 polygalacturonase activity
at_At4g18340 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g23500 GO0004650 polygalacturonase activity
at_At4g34480 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g18220 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20330 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20340 GO0004338 glucan 1\,3-beta-glucosidase activity
GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g41870 GO0004650 polygalacturonase activity
at_At5g42100 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g42720 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g44830 GO0004650 polygalacturonase activity
at_At5g44840 GO0004650 polygalacturonase activity
at_At5g48140 GO0004650 polygalacturonase activity
at_At5g58090 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
Training Accuracy: 52/52 (100.00%)
Training Frequency class 'GO0016798': 164/3433 (4.78%)
Evaluation on validation data (1752 items):
at_At5g14650 GO0004650 polygalacturonase activity
at_At1g05660 GO0004650 polygalacturonase activity
at_At1g66250 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g78400 GO0004650 polygalacturonase activity
at_At1g80170 GO0004650 polygalacturonase activity
at_At2g01630 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g39640 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g15460 GO0004650 polygalacturonase activity
at_At2g33160 GO0004650 polygalacturonase activity
at_At2g40310 GO0004650 polygalacturonase activity
at_At2g41850 GO0004650 polygalacturonase activity
at_At2g43580 GO0004568 chitinase activity
at_At2g43860 GO0004650 polygalacturonase activity
at_At2g43870 GO0004650 polygalacturonase activity
at_At2g43890 GO0004650 polygalacturonase activity
at_At3g54420 GO0004568 chitinase activity
at_At3g61810 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g62110 GO0004650 polygalacturonase activity
at_At3g12500 GO0003799 antifungal peptide activity
GO0004568 chitinase activity
at_At3g14040 GO0004650 polygalacturonase activity
at_At4g23820 GO0004650 polygalacturonase activity
at_At4g31140 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33440 GO0004650 polygalacturonase activity
at_At4g35670 GO0004650 polygalacturonase activity
at_At5g20390 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g27530 GO0004650 polygalacturonase activity
at_At5g56590 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g58480 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g67460 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
Validation Accuracy: 29/29 (100.00%)
Validation Frequency class 'GO0016798': 86/1752 (4.91%)
Evaluation on propertest data (2925 items):
at_At1g30080 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g32860 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g56680 GO0004568 chitinase activity
at_At1g56710 GO0004650 polygalacturonase activity
at_At1g64760 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g66980 - GO0008889 glycerophosphodiester phosphodiesterase activity
GO0016301 kinase activity
at_At1g05850 GO0004568 chitinase activity
at_At1g77780 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g77790 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g80140 GO0004650 polygalacturonase activity
at_At3g15720 GO0004650 polygalacturonase activity
at_At3g23770 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g26830 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g64790 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g05790 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g26620 GO0004650 polygalacturonase activity
at_At2g43570 GO0004568 chitinase activity
at_At2g43610 GO0004568 chitinase activity
at_At2g43620 GO0004568 chitinase activity
at_At2g43880 GO0004650 polygalacturonase activity
at_At3g04010 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g04720 - GO0008061 chitin binding
at_At3g07830 GO0004650 polygalacturonase activity
at_At3g07970 GO0004650 polygalacturonase activity
at_At3g46570 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g57270 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g57510 GO0004650 polygalacturonase activity
at_At3g57790 GO0004650 polygalacturonase activity
at_At3g59850 GO0004650 polygalacturonase activity
at_At4g01700 GO0004568 chitinase activity
at_At4g13760 GO0004650 polygalacturonase activity
at_At4g14080 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g16260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g29360 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g32380 GO0004650 polygalacturonase activity
at_At5g17200 GO0004650 polygalacturonase activity
at_At5g20870 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g39910 GO0004650 polygalacturonase activity
at_At5g55180 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g27500 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g24330 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
Propertest Accuracy: 39/41 (95.12%)
Propertest Frequency class 'GO0016798': 124/2925 (4.24%)
New (unknown) data (1752 items):
at_At1g62110 - GO0005554 molecular_function unknown
at_At1g11830 - no entry null
------------------
Rule 49
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,arabidopsis),keyword(_2,receptor) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,malus),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,escherichia),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,synechocystis),keyword(_2,complete_proteome) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,streptomyces) = 1
-> class GO0016798 "hydrolase activity\, acting on glycosyl bonds"
Evaluation on training data (3433 items):
at_At1g10050 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g58370 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0015034 cytochrome P450 activity
at_At3g10740 GO0016798 hydrolase activity\, acting on glycosyl bonds
GO0046556 alpha-N-arabinofuranosidase activity
at_At4g19750 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19760 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19770 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19810 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19820 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g24090 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g26120 GO0016798 hydrolase activity\, acting on glycosyl bonds
Training Accuracy: 10/10 (100.00%)
Training Frequency class 'GO0016798': 164/3433 (4.78%)
Evaluation on validation data (1752 items):
at_At4g01040 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19730 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19740 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19800 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'GO0016798': 86/1752 (4.91%)
Evaluation on propertest data (2925 items):
at_At4g19720 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33830 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33850 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33860 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
Propertest Accuracy: 4/4 (100.00%)
Propertest Frequency class 'GO0016798': 124/2925 (4.24%)
New (unknown) data (1752 items):
at_At5g01260 - GO0003824 catalytic activity
at_At3g12690 - GO0016301 kinase activity
at_At2g46350 - no entry null
------------------
Rule 415
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,brassicaceae),desc(_2,putative) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
-> class GO0016846 "carbon-sulfur lyase activity"
Evaluation on training data (3433 items):
at_At1g08110 GO0004462 lactoylglutathione lyase activity
GO0005516 calmodulin binding
at_At1g11840 GO0004462 lactoylglutathione lyase activity
at_At1g15380 GO0004462 lactoylglutathione lyase activity
at_At2g28420 GO0004462 lactoylglutathione lyase activity
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'GO0016846': 12/3433 (0.35%)
Evaluation on validation data (1752 items):
at_At1g67280 GO0004462 lactoylglutathione lyase activity
at_At1g80160 GO0004462 lactoylglutathione lyase activity
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0016846': 5/1752 (0.29%)
Evaluation on propertest data (2925 items):
at_At1g06570 - GO0003868 4-hydroxyphenylpyruvate dioxygenase activity
Propertest Accuracy: 0/1 (0.00%)
Propertest Frequency class 'GO0016846': 9/2925 (0.31%)
New (unknown) data (1752 items):
at_At5g57040 - no entry null
at_At5g63910 - GO0005554 molecular_function unknown
at_At1g21440 - no entry null
------------------
Rule 498
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,oryctolagus),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transport) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,orthopteroidea),db_ref(_2,prosite) = 1
-> class GO0016859 "cis-trans isomerase activity"
Evaluation on training data (3433 items):
at_At1g01940 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At1g26940 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At2g16600 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At2g21130 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At2g38730 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At3g55920 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At3g56070 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0016018 cyclosporin A binding
GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At4g33060 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At4g34870 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At4g34960 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At4g38740 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At5g13120 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At5g35100 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At5g67530 GO0003755 peptidyl-prolyl cis-trans isomerase activity
Training Accuracy: 14/14 (100.00%)
Training Frequency class 'GO0016859': 25/3433 (0.73%)
Evaluation on validation data (1752 items):
at_At2g36130 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At2g47320 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At3g66654 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At3g15520 GO0003755 peptidyl-prolyl cis-trans isomerase activity
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'GO0016859': 8/1752 (0.46%)
Evaluation on propertest data (2925 items):
at_At1g53720 GO0003676 nucleic acid binding
GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At2g29960 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At3g01480 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At3g22920 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At3g62030 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At5g58710 GO0003755 peptidyl-prolyl cis-trans isomerase activity
Propertest Accuracy: 6/6 (100.00%)
Propertest Frequency class 'GO0016859': 12/2925 (0.41%)
New (unknown) data (1752 items):
at_At2g15790 - GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At3g44600 - no entry null
at_At5g58070 - GO0005215 transporter activity
at_At3g47860 - GO0005554 molecular_function unknown
at_At3g63400 - no entry null
at_At4g32420 - no entry null
------------------
Rule 332
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,rhodobacterales) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,bos_taurus__bovine_),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eukaryota),keyword(_2,inner_membrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,receptor) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
-> class GO0016859 "cis-trans isomerase activity"
Evaluation on training data (3433 items):
at_At2g43560 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g25220 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g25230 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005516 calmodulin binding
GO0005528 FK506 binding
at_At4g39710 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g05420 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g13410 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g45680 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g48580 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g64350 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'GO0016859': 25/3433 (0.73%)
Evaluation on validation data (1752 items):
at_At3g10060 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g55520 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At1g17220 - GO0003743 translation initiation factor activity
at_At3g47440 - GO0015250 water channel activity
at_At4g30560 - GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Validation Accuracy: 2/5 (40.00%)
Validation Frequency class 'GO0016859': 8/1752 (0.46%)
Evaluation on propertest data (2925 items):
at_At1g26100 - GO0008805 carbon-monoxide oxygenase activity
at_At2g01460 - GO0005524 ATP binding
GO0016301 kinase activity
at_At1g08570 - GO0030508 thiol-disulfide exchange intermediate activity
at_At3g54010 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At4g19830 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At4g21090 - GO0009055 electron carrier activity
at_At4g32210 - GO0000104 succinate dehydrogenase activity
at_At5g09600 - GO0000104 succinate dehydrogenase activity
at_At5g48570 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005516 calmodulin binding
GO0005528 FK506 binding
at_At5g61440 - GO0030508 thiol-disulfide exchange intermediate activity
at_At3g10140 - GO0003677 DNA binding
GO0008094 DNA-dependent ATPase activity
Propertest Accuracy: 3/11 (27.27%)
Propertest Frequency class 'GO0016859': 12/2925 (0.41%)
New (unknown) data (1752 items):
at_At1g56050 - GO0005554 molecular_function unknown
at_At2g39270 - no entry null
at_At4g09640 - GO0005554 molecular_function unknown
at_At5g10640 - no entry null
at_At5g14240 - GO0005554 molecular_function unknown
at_At2g18990 - GO0005554 molecular_function unknown
at_At3g12330 - no entry null
at_At5g36210 - GO0005554 molecular_function unknown
at_At3g01820 - no entry null
------------------
Rule 615
eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,receptor) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),db_ref(_2,hssp) = 0
-> class GO0016879 "ligase activity\, forming carbon-nitrogen bonds"
Evaluation on training data (3433 items):
at_At1g77000 GO0004842 ubiquitin-protein ligase activity
at_At2g36370 GO0004842 ubiquitin-protein ligase activity
at_At3g07550 GO0004842 ubiquitin-protein ligase activity
at_At3g50080 GO0004842 ubiquitin-protein ligase activity
at_At4g03190 GO0004842 ubiquitin-protein ligase activity
at_At4g24390 GO0004842 ubiquitin-protein ligase activity
at_At5g01720 GO0004842 ubiquitin-protein ligase activity
at_At5g02920 GO0004842 ubiquitin-protein ligase activity
at_At5g53840 GO0004842 ubiquitin-protein ligase activity
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'GO0016879': 49/3433 (1.43%)
Evaluation on validation data (1752 items):
at_At1g53730 - GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g80570 GO0004842 ubiquitin-protein ligase activity
at_At2g39940 GO0004842 ubiquitin-protein ligase activity
at_At3g62980 GO0004842 ubiquitin-protein ligase activity
at_At1g12040 - GO0009927 histidine phosphotransfer kinase activity
at_At4g07400 GO0004842 ubiquitin-protein ligase activity
at_At4g14090 - GO0008194 UDP-glycosyltransferase activity
at_At5g45260 - GO0003700 transcription factor activity
Validation Accuracy: 4/8 (50.00%)
Validation Frequency class 'GO0016879': 28/1752 (1.60%)
Evaluation on propertest data (2925 items):
at_At2g17020 GO0004842 ubiquitin-protein ligase activity
at_At3g26810 GO0004842 ubiquitin-protein ligase activity
at_At3g54650 GO0004842 ubiquitin-protein ligase activity
at_At4g05500 GO0004842 ubiquitin-protein ligase activity
at_At4g16860 - GO0000166 nucleotide binding
GO0030275 LRR-domain binding
at_At1g12820 GO0004842 ubiquitin-protein ligase activity
at_At4g30640 GO0004842 ubiquitin-protein ligase activity
at_At5g67250 GO0004842 ubiquitin-protein ligase activity
at_At2g25490 GO0004842 ubiquitin-protein ligase activity
at_At4g08980 GO0004842 ubiquitin-protein ligase activity
at_At5g49980 GO0004842 ubiquitin-protein ligase activity
Propertest Accuracy: 10/11 (90.91%)
Propertest Frequency class 'GO0016879': 35/2925 (1.20%)
New (unknown) data (1752 items):
at_At1g05080 - GO0005554 molecular_function unknown
at_At1g06630 - GO0005554 molecular_function unknown
at_At1g10920 - no entry null
at_At1g12210 - no entry null
at_At1g12280 - no entry null
at_At1g12290 - no entry null
at_At1g13570 - GO0005554 molecular_function unknown
at_At1g13780 - GO0005554 molecular_function unknown
at_At1g19410 - GO0005554 molecular_function unknown
at_At1g21410 - GO0005554 molecular_function unknown
at_At1g21990 - GO0005554 molecular_function unknown
at_At1g32370 - GO0005554 molecular_function unknown
at_At1g49490 - GO0005554 molecular_function unknown
at_At1g49610 - GO0005554 molecular_function unknown
at_At1g49750 - GO0005554 molecular_function unknown
at_At1g50180 - no entry null
at_At1g55030 - GO0005554 molecular_function unknown
at_At1g61180 - no entry null
at_At1g61320 - GO0005554 molecular_function unknown
at_At1g61330 - GO0005554 molecular_function unknown
at_At1g62440 - GO0005554 molecular_function unknown
at_At1g63870 - no entry null
at_At1g66300 - GO0005554 molecular_function unknown
at_At1g66310 - GO0005554 molecular_function unknown
at_At1g66320 - GO0005554 molecular_function unknown
at_At1g66640 - GO0005554 molecular_function unknown
at_At1g75760 - GO0004872 receptor activity
at_At1g78760 - GO0005554 molecular_function unknown
at_At1g80630 - GO0005515 protein binding
at_At1g80960 - GO0005554 molecular_function unknown
at_At2g05300 - GO0005554 molecular_function unknown
at_At2g15880 - GO0005554 molecular_function unknown
at_At2g16870 - no entry null
at_At2g26860 - GO0005554 molecular_function unknown
at_At2g29910 - GO0005554 molecular_function unknown
at_At2g29930 - GO0005554 molecular_function unknown
at_At3g14470 - no entry null
at_At3g19085 - GO0005554 molecular_function unknown
at_At3g25040 - GO0004872 receptor activity
at_At3g28410 - GO0005554 molecular_function unknown
at_At3g44060 - GO0005554 molecular_function unknown
at_At3g44090 - GO0005554 molecular_function unknown
at_At3g49030 - GO0005554 molecular_function unknown
at_At3g49040 - GO0005554 molecular_function unknown
at_At3g49150 - GO0005554 molecular_function unknown
at_At3g49480 - GO0005554 molecular_function unknown
at_At3g50710 - GO0005554 molecular_function unknown
at_At3g51530 - GO0005554 molecular_function unknown
at_At3g51560 - no entry null
at_At3g52670 - GO0005554 molecular_function unknown
at_At3g52690 - GO0005554 molecular_function unknown
at_At3g56780 - GO0005554 molecular_function unknown
at_At3g58820 - GO0005554 molecular_function unknown
at_At3g58860 - GO0005554 molecular_function unknown
at_At3g58880 - GO0005554 molecular_function unknown
at_At3g58900 - GO0005554 molecular_function unknown
at_At3g58950 - GO0005554 molecular_function unknown
at_At3g58960 - GO0005554 molecular_function unknown
at_At3g58980 - GO0005554 molecular_function unknown
at_At3g59150 - GO0005554 molecular_function unknown
at_At3g59190 - GO0005554 molecular_function unknown
at_At3g59200 - GO0005554 molecular_function unknown
at_At3g59230 - GO0005554 molecular_function unknown
at_At3g59250 - GO0005554 molecular_function unknown
at_At3g59270 - GO0005554 molecular_function unknown
at_At3g60040 - GO0005554 molecular_function unknown
at_At3g62440 - GO0005554 molecular_function unknown
at_At4g00320 - GO0005554 molecular_function unknown
at_At4g10410 - GO0005554 molecular_function unknown
at_At4g10780 - no entry null
at_At4g12010 - no entry null
at_At4g14610 - no entry null
at_At4g16900 - no entry null
at_At4g16920 - no entry null
at_At4g18670 - GO0005515 protein binding
at_At4g19500 - no entry null
at_At4g26340 - GO0005554 molecular_function unknown
at_At4g26350 - GO0005554 molecular_function unknown
at_At4g27050 - GO0005554 molecular_function unknown
at_At4g36140 - no entry null
at_At4g38790 - GO0004872 receptor activity
at_At5g02910 - GO0005554 molecular_function unknown
at_At5g03100 - GO0005554 molecular_function unknown
at_At5g07670 - GO0005554 molecular_function unknown
at_At5g11370 - GO0005554 molecular_function unknown
at_At5g15620 - GO0005554 molecular_function unknown
at_At5g18770 - GO0005554 molecular_function unknown
at_At5g22660 - GO0005554 molecular_function unknown
at_At5g23340 - GO0005554 molecular_function unknown
at_At5g38390 - GO0005554 molecular_function unknown
at_At5g38580 - GO0005554 molecular_function unknown
at_At5g38590 - GO0005554 molecular_function unknown
at_At5g40750 - GO0005554 molecular_function unknown
at_At5g41550 - no entry null
at_At5g41630 - GO0005554 molecular_function unknown
at_At5g41750 - no entry null
at_At5g41840 - GO0005554 molecular_function unknown
at_At5g44870 - no entry null
at_At5g44940 - GO0005554 molecular_function unknown
at_At5g44970 - GO0005554 molecular_function unknown
at_At5g45210 - no entry null
at_At5g46260 - no entry null
at_At5g46520 - no entry null
at_At5g48770 - no entry null
at_At5g51380 - GO0005554 molecular_function unknown
at_At5g53640 - GO0005554 molecular_function unknown
at_At5g54820 - GO0005554 molecular_function unknown
at_At5g56380 - GO0005554 molecular_function unknown
at_At5g56400 - GO0005554 molecular_function unknown
at_At5g56440 - GO0005554 molecular_function unknown
at_At5g56690 - GO0005554 molecular_function unknown
at_At5g60610 - GO0005554 molecular_function unknown
at_At5g66900 - no entry null
at_At3g60790 - GO0005554 molecular_function unknown
at_At1g48390 - GO0005554 molecular_function unknown
at_At1g55590 - GO0005554 molecular_function unknown
at_At1g56610 - GO0005554 molecular_function unknown
at_At1g58310 - GO0005554 molecular_function unknown
at_At1g59780 - no entry null
at_At1g60400 - GO0005554 molecular_function unknown
at_At1g61190 - no entry null
at_At1g67390 - GO0005554 molecular_function unknown
at_At1g78730 - GO0005554 molecular_function unknown
at_At1g78750 - GO0005554 molecular_function unknown
at_At1g80470 - GO0005554 molecular_function unknown
at_At2g26030 - GO0005554 molecular_function unknown
at_At1g10780 - GO0005554 molecular_function unknown
at_At3g52680 - GO0005554 molecular_function unknown
at_At3g58910 - GO0005554 molecular_function unknown
at_At3g59160 - GO0005554 molecular_function unknown
at_At3g59170 - GO0005554 molecular_function unknown
at_At3g59210 - GO0005554 molecular_function unknown
at_At3g59240 - GO0005554 molecular_function unknown
at_At3g62230 - GO0005554 molecular_function unknown
at_At3g14710 - GO0005554 molecular_function unknown
at_At3g22800 - GO0005515 protein binding
at_At3g27290 - GO0005554 molecular_function unknown
at_At3g29830 - GO0005554 molecular_function unknown
at_At3g44400 - no entry null
at_At3g44810 - GO0005554 molecular_function unknown
at_At3g46730 - no entry null
at_At4g03630 - GO0005554 molecular_function unknown
at_At4g08450 - no entry null
at_At1g19970 - GO0004872 receptor activity
at_At4g13340 - GO0005554 molecular_function unknown
at_At4g13960 - GO0005554 molecular_function unknown
at_At4g15060 - GO0005554 molecular_function unknown
at_At4g19470 - no entry null
at_At4g22280 - GO0005554 molecular_function unknown
at_At4g23840 - GO0005515 protein binding
at_At4g33970 - GO0005515 protein binding
at_At1g22720 - no entry null
at_At5g18370 - no entry null
at_At5g22590 - GO0005554 molecular_function unknown
at_At5g22610 - GO0005554 molecular_function unknown
at_At5g22670 - GO0005554 molecular_function unknown
at_At5g22690 - no entry null
at_At5g27750 - GO0005554 molecular_function unknown
at_At5g40910 - no entry null
at_At5g41740 - no entry null
at_At5g41830 - GO0005554 molecular_function unknown
at_At5g46270 - no entry null
at_At5g46510 - no entry null
at_At5g56700 - GO0005554 molecular_function unknown
at_At5g57900 - GO0000211 protein degradation tagging activity
GO0005554 molecular_function unknown
at_At5g62970 - GO0005554 molecular_function unknown
at_At5g67140 - GO0005554 molecular_function unknown
at_At3g49020 - GO0005554 molecular_function unknown
at_At1g72860 - no entry null
at_At2g04230 - GO0005554 molecular_function unknown
at_At3g19020 - GO0005515 protein binding
at_At1g31540 - no entry null
at_At1g47920 - GO0005554 molecular_function unknown
at_At1g52650 - GO0005554 molecular_function unknown
at_At1g55660 - GO0005554 molecular_function unknown
at_At1g56510 - no entry null
at_At1g57650 - no entry null
at_At1g57690 - GO0005554 molecular_function unknown
at_At1g60180 - GO0005554 molecular_function unknown
at_At1g60410 - GO0005554 molecular_function unknown
at_At1g63750 - no entry null
at_At1g64070 - no entry null
at_At1g66290 - GO0005554 molecular_function unknown
at_At1g67190 - GO0005554 molecular_function unknown
at_At1g69630 - GO0005554 molecular_function unknown
at_At1g78740 - GO0005554 molecular_function unknown
at_At1g78840 - GO0005554 molecular_function unknown
at_At3g23650 - GO0005554 molecular_function unknown
at_At4g36150 - no entry null
at_At5g56370 - GO0005554 molecular_function unknown
at_At5g56390 - GO0005554 molecular_function unknown
at_At2g21190 - GO0004872 receptor activity
at_At3g03360 - GO0005554 molecular_function unknown
at_At3g19230 - no entry null
at_At3g19320 - no entry null
at_At3g26920 - GO0005554 molecular_function unknown
at_At3g26930 - GO0005554 molecular_function unknown
at_At3g44080 - GO0005554 molecular_function unknown
at_At3g44410 - no entry null
at_At3g46710 - no entry null
at_At3g54160 - GO0005554 molecular_function unknown
at_At3g58920 - GO0005554 molecular_function unknown
at_At3g58930 - GO0005554 molecular_function unknown
at_At3g59000 - GO0005554 molecular_function unknown
at_At3g60710 - GO0005554 molecular_function unknown
at_At3g62430 - GO0005554 molecular_function unknown
at_At4g00160 - GO0005554 molecular_function unknown
at_At4g03220 - GO0005554 molecular_function unknown
at_At4g05480 - no entry null
at_At4g09920 - GO0005554 molecular_function unknown
at_At4g10400 - GO0005554 molecular_function unknown
at_At4g10420 - GO0005554 molecular_function unknown
at_At4g15470 - GO0005554 molecular_function unknown
at_At4g16890 - no entry null
at_At4g16960 - no entry null
at_At5g02700 - GO0005554 molecular_function unknown
at_At5g02930 - GO0005554 molecular_function unknown
at_At5g18780 - GO0005554 molecular_function unknown
at_At5g22600 - GO0005554 molecular_function unknown
at_At5g22680 - GO0005554 molecular_function unknown
at_At5g22700 - GO0005554 molecular_function unknown
at_At5g22720 - GO0005554 molecular_function unknown
at_At5g22730 - GO0005554 molecular_function unknown
at_At5g25850 - GO0005554 molecular_function unknown
at_At5g25860 - GO0005554 molecular_function unknown
at_At5g40100 - no entry null
at_At5g40470 - GO0005554 molecular_function unknown
at_At5g41540 - no entry null
at_At5g44490 - GO0005554 molecular_function unknown
at_At5g44950 - GO0005554 molecular_function unknown
at_At5g44960 - GO0005554 molecular_function unknown
at_At5g44980 - GO0005554 molecular_function unknown
at_At5g45240 - no entry null
at_At5g45500 - GO0005554 molecular_function unknown
at_At5g46450 - no entry null
at_At5g46470 - no entry null
at_At5g50270 - GO0005554 molecular_function unknown
at_At5g51370 - GO0005554 molecular_function unknown
at_At5g51630 - no entry null
at_At5g52460 - GO0005554 molecular_function unknown
at_At5g53630 - no entry null
at_At1g56400 - GO0005554 molecular_function unknown
at_At1g64540 - GO0005554 molecular_function unknown
at_At1g72840 - no entry null
at_At3g03030 - GO0005554 molecular_function unknown
at_At3g03040 - GO0005554 molecular_function unknown
at_At3g10750 - GO0005554 molecular_function unknown
at_At3g24480 - GO0005515 protein binding
at_At3g25160 - GO0004872 receptor activity
at_At3g42770 - GO0005554 molecular_function unknown
at_At4g09430 - no entry null
at_At5g35450 - no entry null
at_At5g38570 - GO0005554 molecular_function unknown
at_At5g56410 - GO0005554 molecular_function unknown
at_At5g56420 - GO0005554 molecular_function unknown
at_At5g56570 - GO0005554 molecular_function unknown
at_At5g56810 - GO0005554 molecular_function unknown
at_At5g56820 - GO0005554 molecular_function unknown
at_At1g16930 - GO0005554 molecular_function unknown
------------------
Rule 335
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,chironomus),keyword(_2,repeat) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,bos_taurus__bovine_),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eukaryota),keyword(_2,inner_membrane) = 0
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,oryctolagus),keyword(_2,transferase) = 0
-> class GO0019887 "protein kinase regulator activity"
Evaluation on training data (3433 items):
at_At1g44110 GO0016538 cyclin-dependent protein kinase regulator activity
at_At1g76310 GO0016538 cyclin-dependent protein kinase regulator activity
at_At1g80370 GO0016538 cyclin-dependent protein kinase regulator activity
at_At2g17620 GO0016538 cyclin-dependent protein kinase regulator activity
at_At2g26430 GO0016538 cyclin-dependent protein kinase regulator activity
GO0030332 cyclin binding
at_At4g34160 GO0016538 cyclin-dependent protein kinase regulator activity
at_At5g11300 GO0016538 cyclin-dependent protein kinase regulator activity
at_At5g43080 GO0016538 cyclin-dependent protein kinase regulator activity
Training Accuracy: 8/8 (100.00%)
Training Frequency class 'GO0019887': 15/3433 (0.44%)
Evaluation on validation data (1752 items):
at_At1g77390 GO0016538 cyclin-dependent protein kinase regulator activity
at_At4g35620 GO0016538 cyclin-dependent protein kinase regulator activity
at_At4g37490 GO0016538 cyclin-dependent protein kinase regulator activity
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0019887': 7/1752 (0.40%)
Evaluation on propertest data (2925 items):
at_At2g22490 GO0016538 cyclin-dependent protein kinase regulator activity
at_At3g11520 GO0016538 cyclin-dependent protein kinase regulator activity
at_At3g12340 - GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g54010 - GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g55940 - GO0004629 phospholipase C activity
at_At4g19560 - GO0004693 cyclin-dependent protein kinase activity
at_At4g29470 - GO0004623 phospholipase A2 activity
at_At5g48570 - GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005516 calmodulin binding
GO0005528 FK506 binding
at_At5g61440 - GO0030508 thiol-disulfide exchange intermediate activity
at_At3g05420 - GO0000062 acyl-CoA binding
at_At4g25340 - GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
Propertest Accuracy: 2/11 (18.18%)
Propertest Frequency class 'GO0019887': 10/2925 (0.34%)
New (unknown) data (1752 items):
at_At1g65920 - GO0005554 molecular_function unknown
at_At5g25520 - GO0005554 molecular_function unknown
at_At1g31930 - GO0004871 signal transducer activity
at_At3g63460 - GO0005554 molecular_function unknown
at_At3g12330 - no entry null
at_At3g45750 - GO0005554 molecular_function unknown
at_At4g35540 - GO0005554 molecular_function unknown
at_At5g53770 - GO0003676 nucleic acid binding
at_At1g34450 - no entry null
at_At3g47450 - GO0005554 molecular_function unknown
at_At1g12480 - GO0005215 transporter activity
at_At4g16660 - GO0003773 heat shock protein activity
at_At5g05740 - no entry null
------------------
Rule 471
eval(_1,_2,4.0e-3-0.1),db_ref(_2,smart) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eukaryota),keyword(_2,inner_membrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transport) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,orthopteroidea),db_ref(_2,prosite) = 0
-> class GO0030414 "protease inhibitor activity"
Evaluation on training data (3433 items):
at_At1g62160 GO0004867 serine-type endopeptidase inhibitor activity
at_At1g62170 GO0004867 serine-type endopeptidase inhibitor activity
at_At1g64010 GO0004867 serine-type endopeptidase inhibitor activity
at_At2g35570 GO0004867 serine-type endopeptidase inhibitor activity
at_At2g35590 GO0004867 serine-type endopeptidase inhibitor activity
Training Accuracy: 5/5 (100.00%)
Training Frequency class 'GO0030414': 12/3433 (0.35%)
Evaluation on validation data (1752 items):
at_At1g47710 GO0004867 serine-type endopeptidase inhibitor activity
at_At1g52180 - GO0015250 water channel activity
at_At2g25240 GO0004867 serine-type endopeptidase inhibitor activity
at_At2g35580 GO0004867 serine-type endopeptidase inhibitor activity
at_At4g00430 - GO0015250 water channel activity
at_At3g45220 GO0004867 serine-type endopeptidase inhibitor activity
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'GO0030414': 8/1752 (0.46%)
Evaluation on propertest data (2925 items):
at_At1g64030 GO0004867 serine-type endopeptidase inhibitor activity
at_At2g47600 - GO0005432 calcium\:sodium antiporter activity
GO0015491 cation\:cation antiporter activity
at_At2g14540 GO0004867 serine-type endopeptidase inhibitor activity
at_At2g26390 GO0004867 serine-type endopeptidase inhibitor activity
at_At2g29870 - GO0015250 water channel activity
at_At2g34690 - GO0010175 sphingosine transporter activity
at_At3g09030 - GO0005249 voltage-gated potassium channel activity
Propertest Accuracy: 3/7 (42.86%)
Propertest Frequency class 'GO0030414': 15/2925 (0.51%)
New (unknown) data (1752 items):
at_At1g10730 - no entry null
at_At1g31780 - GO0005554 molecular_function unknown
at_At1g47830 - no entry null
at_At1g60780 - no entry null
at_At1g60970 - no entry null
at_At1g64720 - GO0005554 molecular_function unknown
at_At1g75170 - GO0005215 transporter activity
at_At2g17380 - no entry null
at_At2g19790 - no entry null
at_At2g33470 - GO0005554 molecular_function unknown
at_At3g10210 - GO0005554 molecular_function unknown
at_At3g10520 - GO0005344 oxygen transporter activity
at_At3g50860 - no entry null
at_At4g17650 - GO0005554 molecular_function unknown
at_At4g24550 - no entry null
at_At4g39670 - GO0005554 molecular_function unknown
at_At1g55960 - GO0005554 molecular_function unknown
at_At2g35560 - no entry null
at_At4g36640 - GO0005215 transporter activity
at_At5g42890 - no entry null
at_At5g46630 - no entry null
at_At5g58220 - GO0005554 molecular_function unknown
at_At1g15370 - GO0005554 molecular_function unknown
at_At1g51330 - GO0005554 molecular_function unknown
at_At1g55840 - GO0005215 transporter activity
at_At1g56590 - no entry null
at_At1g63280 - GO0005554 molecular_function unknown
at_At1g64020 - GO0005554 molecular_function unknown
at_At5g47730 - GO0005215 transporter activity
GO0005488 binding
at_At3g09800 - no entry null
at_At4g08520 - no entry null
at_At5g54170 - GO0005554 molecular_function unknown
------------------
Rule 529
eval(_1,_2,2.0e-5-4.0e-3),db_ref(_2,genew) = 0
eval(_1,_2,8.0e-10-2.0e-5),db_ref(_2,pir) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,clostridium),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,electron_transport) = 1
-> class GO0030611 "arsenate reductase activity"
Evaluation on training data (3433 items):
at_At1g03020 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g77370 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g20270 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g47880 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15700 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g20500 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0030611': 6/3433 (0.17%)
Evaluation on validation data (1752 items):
at_At4g15660 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15690 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g18600 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g63030 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'GO0030611': 4/1752 (0.23%)
Evaluation on propertest data (2925 items):
at_At3g62930 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15670 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15680 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g24520 - GO0003958 NADPH-hemoprotein reductase activity
at_At5g14070 - GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
Propertest Accuracy: 3/5 (60.00%)
Propertest Frequency class 'GO0030611': 3/2925 (0.10%)
New (unknown) data (1752 items):
at_At1g75200 - GO0016491 oxidoreductase activity
at_At3g07480 - GO0005554 molecular_function unknown
at_At3g15660 - GO0005554 molecular_function unknown
at_At3g02280 - GO0016491 oxidoreductase activity
at_At3g06470 - GO0005554 molecular_function unknown
at_At3g21460 - no entry null
at_At3g27890 - no entry null
at_At4g04340 - GO0005554 molecular_function unknown
------------------
Rule 530
eval(_1,_2,2.0e-5-4.0e-3),db_ref(_2,genew) = 0
eval(_1,_2,8.0e-10-2.0e-5),db_ref(_2,pir) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,clostridium),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,electron_transport) = 1
-> class GO0030613 "oxidoreductase activity\, acting on phosphorus or arsenic in donors"
Evaluation on training data (3433 items):
at_At1g03020 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g77370 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g20270 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g47880 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15700 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g20500 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0030613': 6/3433 (0.17%)
Evaluation on validation data (1752 items):
at_At4g15660 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15690 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g18600 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g63030 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'GO0030613': 4/1752 (0.23%)
Evaluation on propertest data (2925 items):
at_At3g62930 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15670 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15680 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g24520 - GO0003958 NADPH-hemoprotein reductase activity
at_At5g14070 - GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
Propertest Accuracy: 3/5 (60.00%)
Propertest Frequency class 'GO0030613': 3/2925 (0.10%)
New (unknown) data (1752 items):
at_At1g75200 - GO0016491 oxidoreductase activity
at_At3g07480 - GO0005554 molecular_function unknown
at_At3g15660 - GO0005554 molecular_function unknown
at_At3g02280 - GO0016491 oxidoreductase activity
at_At3g06470 - GO0005554 molecular_function unknown
at_At3g21460 - no entry null
at_At3g27890 - no entry null
at_At4g04340 - GO0005554 molecular_function unknown
------------------
Rule 348
eval(_1,_2,0.0-9.0e-25),keyword(_2,glycoprotein),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,receptor) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,phaseolus),db_ref(_2,pfam) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
-> class GO0046910 "pectinesterase inhibitor activity"
Evaluation on training data (3433 items):
at_At1g02550 GO0046910 pectinesterase inhibitor activity
at_At1g09360 GO0046910 pectinesterase inhibitor activity
at_At1g14890 GO0046910 pectinesterase inhibitor activity
at_At1g47960 GO0046910 pectinesterase inhibitor activity
at_At1g54620 GO0046910 pectinesterase inhibitor activity
at_At1g60760 GO0046910 pectinesterase inhibitor activity
at_At1g70720 GO0046910 pectinesterase inhibitor activity
at_At2g01610 GO0046910 pectinesterase inhibitor activity
at_At3g17130 GO0046910 pectinesterase inhibitor activity
at_At3g17150 GO0046910 pectinesterase inhibitor activity
at_At3g47380 GO0046910 pectinesterase inhibitor activity
at_At3g47670 GO0046910 pectinesterase inhibitor activity
at_At4g00080 GO0046910 pectinesterase inhibitor activity
at_At4g02250 GO0046910 pectinesterase inhibitor activity
at_At4g25250 GO0046910 pectinesterase inhibitor activity
at_At4g25260 GO0046910 pectinesterase inhibitor activity
at_At5g20740 GO0046910 pectinesterase inhibitor activity
at_At5g38610 GO0046910 pectinesterase inhibitor activity
at_At5g46980 GO0046910 pectinesterase inhibitor activity
at_At5g46990 GO0046910 pectinesterase inhibitor activity
at_At5g62360 GO0046910 pectinesterase inhibitor activity
Training Accuracy: 21/21 (100.00%)
Training Frequency class 'GO0046910': 29/3433 (0.84%)
Evaluation on validation data (1752 items):
at_At1g48010 GO0046910 pectinesterase inhibitor activity
at_At1g55770 GO0046910 pectinesterase inhibitor activity
at_At1g62770 GO0046910 pectinesterase inhibitor activity
at_At1g10770 GO0046910 pectinesterase inhibitor activity
at_At4g12390 GO0046910 pectinesterase inhibitor activity
at_At1g23350 GO0046910 pectinesterase inhibitor activity
at_At3g49330 GO0046910 pectinesterase inhibitor activity
at_At5g62340 GO0046910 pectinesterase inhibitor activity
at_At5g62350 GO0046910 pectinesterase inhibitor activity
Validation Accuracy: 9/9 (100.00%)
Validation Frequency class 'GO0046910': 16/1752 (0.91%)
Evaluation on propertest data (2925 items):
at_At1g48020 GO0046910 pectinesterase inhibitor activity
at_At1g70540 GO0046910 pectinesterase inhibitor activity
at_At2g47670 GO0046910 pectinesterase inhibitor activity
at_At5g24370 GO0046910 pectinesterase inhibitor activity
at_At5g64620 GO0046910 pectinesterase inhibitor activity
at_At3g12880 GO0046910 pectinesterase inhibitor activity
at_At3g17220 GO0046910 pectinesterase inhibitor activity
at_At3g62820 GO0046910 pectinesterase inhibitor activity
at_At5g50030 GO0046910 pectinesterase inhibitor activity
at_At5g51520 GO0046910 pectinesterase inhibitor activity
Propertest Accuracy: 10/10 (100.00%)
Propertest Frequency class 'GO0046910': 13/2925 (0.44%)
New (unknown) data (1752 items):
at_At1g11360 - GO0005554 molecular_function unknown
------------------
Rule 738
eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,prodom) = 1
eval(_1,_2,0.0-9.0e-25),db_ref(_2,genew),desc(_2,subunit) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transmembrane),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,rattus_norvegicus__rat_),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,epsilonproteobacteria),db_ref(_2,prosite) = 0
-> class GO0046943 "carboxylic acid transporter activity"
Evaluation on training data (3433 items):
at_At1g08230 GO0015359 amino acid permease activity
at_At1g24400 GO0015359 amino acid permease activity
at_At1g31830 GO0015326 cationic amino acid transporter activity
at_At1g48640 GO0015359 amino acid permease activity
at_At1g58360 GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g61270 GO0015359 amino acid permease activity
at_At1g71680 GO0015359 amino acid permease activity
at_At1g77380 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g80510 GO0015359 amino acid permease activity
at_At2g01170 GO0015359 amino acid permease activity
at_At2g34960 GO0015326 cationic amino acid transporter activity
at_At2g38120 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At2g39130 GO0015359 amino acid permease activity
at_At2g39890 GO0015359 amino acid permease activity
at_At3g10600 GO0015326 cationic amino acid transporter activity
at_At3g19553 GO0015326 cationic amino acid transporter activity
at_At3g28960 GO0015359 amino acid permease activity
at_At3g30390 GO0015359 amino acid permease activity
at_At3g56200 GO0015359 amino acid permease activity
at_At5g02170 GO0015359 amino acid permease activity
at_At5g15240 GO0015359 amino acid permease activity
at_At5g16740 GO0015359 amino acid permease activity
at_At5g19500 GO0005279 amino acid-polyamine transporter activity
at_At5g38820 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At5g40780 GO0015359 amino acid permease activity
at_At5g63850 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
GO0015399 primary active transporter activity
Training Accuracy: 26/26 (100.00%)
Training Frequency class 'GO0046943': 30/3433 (0.87%)
Evaluation on validation data (1752 items):
at_At1g44100 GO0015171 amino acid transporter activity
GO0015174 basic amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g60160 - GO0015079 potassium ion transporter activity
at_At1g67640 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At2g21050 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At2g33260 GO0005302 L-tyrosine transporter activity
at_At2g35060 - GO0015079 potassium ion transporter activity
at_At2g40420 GO0005279 amino acid-polyamine transporter activity
at_At1g17120 GO0015326 cationic amino acid transporter activity
at_At3g11900 GO0015171 amino acid transporter activity
GO0015173 aromatic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At4g26590 - GO0015198 oligopeptide transporter activity
at_At4g33530 - GO0015079 potassium ion transporter activity
at_At5g04770 GO0015171 amino acid transporter activity
GO0015326 cationic amino acid transporter activity
at_At5g05630 GO0005554 molecular_function unknown
GO0015326 cationic amino acid transporter activity
at_At5g41800 GO0015359 amino acid permease activity
at_At5g65990 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
Validation Accuracy: 11/15 (73.33%)
Validation Frequency class 'GO0046943': 14/1752 (0.80%)
Evaluation on propertest data (2925 items):
at_At1g25530 GO0015359 amino acid permease activity
at_At1g47670 GO0015359 amino acid permease activity
at_At1g77690 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At5g14880 - GO0015079 potassium ion transporter activity
at_At1g10010 GO0015359 amino acid permease activity
at_At3g01760 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At3g03720 GO0015326 cationic amino acid transporter activity
at_At3g09330 GO0015359 amino acid permease activity
at_At3g13620 GO0015326 cationic amino acid transporter activity
at_At3g54830 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At3g55740 GO0015359 amino acid permease activity
at_At4g21120 GO0015326 cationic amino acid transporter activity
at_At4g23640 - GO0015079 potassium ion transporter activity
at_At4g38250 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At5g09220 GO0015359 amino acid permease activity
at_At5g36940 GO0015326 cationic amino acid transporter activity
at_At5g49630 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g30450 - GO0015377 cation\:chloride symporter activity
at_At1g70300 - GO0015079 potassium ion transporter activity
at_At2g36590 GO0015359 amino acid permease activity
at_At5g23810 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
Propertest Accuracy: 17/21 (80.95%)
Propertest Frequency class 'GO0046943': 21/2925 (0.72%)
New (unknown) data (1752 items):
at_At1g49370 - no entry null
at_At5g01240 - GO0005215 transporter activity
at_At5g03280 - no entry null
at_At2g27810 - GO0015646 permease activity
at_At2g34350 - GO0005554 molecular_function unknown
at_At3g01380 - GO0016740 transferase activity
at_At5g03555 - no entry null
------------------
Rule 364
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,rosidae),desc(_2,homolog) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,synechocystis),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),desc(_2,precursor) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eukaryota),keyword(_2,inner_membrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,malus),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,trypanosoma),desc(_2,putative) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,electron_transport) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transmembrane) = 0
-> class GO0003723 "RNA binding"
Evaluation on training data (3433 items):
at_At1g18630 GO0003723 RNA binding
at_At1g22910 GO0003723 RNA binding
at_At1g23860 GO0008248 pre-mRNA splicing factor activity
at_At1g43190 GO0003723 RNA binding
at_At1g50300 GO0003723 RNA binding
at_At1g51510 GO0003723 RNA binding
at_At1g53120 GO0003723 RNA binding
at_At1g54630 - GO0000036 acyl carrier activity
at_At1g55310 GO0003723 RNA binding
GO0005515 protein binding
at_At1g60900 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At2g03640 GO0003723 RNA binding
at_At2g14550 GO0003723 RNA binding
at_At2g16260 GO0003723 RNA binding
at_At2g22100 GO0003723 RNA binding
at_At2g28530 GO0003723 RNA binding
at_At2g30260 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At2g42890 GO0003723 RNA binding
at_At2g43410 GO0003723 RNA binding
at_At2g44710 GO0003723 RNA binding
at_At2g46610 GO0003723 RNA binding
at_At3g08000 GO0003723 RNA binding
at_At3g10400 GO0003723 RNA binding
at_At3g11400 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At3g14450 GO0003723 RNA binding
at_At3g16380 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At3g20930 GO0003723 RNA binding
at_At3g26420 GO0003723 RNA binding
at_At3g46020 GO0003723 RNA binding
at_At3g47120 GO0003723 RNA binding
at_At3g52150 GO0003723 RNA binding
at_At3g61860 GO0008248 pre-mRNA splicing factor activity
at_At4g00830 GO0003723 RNA binding
at_At4g03110 GO0003723 RNA binding
at_At4g18120 GO0003723 RNA binding
at_At4g24270 GO0003723 RNA binding
at_At4g25500 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At4g26650 GO0003723 RNA binding
at_At4g34110 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At4g36690 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At4g39260 GO0003723 RNA binding
at_At5g04600 GO0003676 nucleic acid binding
GO0003723 RNA binding
at_At5g06000 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At5g07290 GO0003723 RNA binding
at_At5g10350 GO0003723 RNA binding
at_At5g10800 GO0003723 RNA binding
at_At5g15750 GO0003723 RNA binding
at_At5g16260 GO0003723 RNA binding
at_At5g18810 GO0003723 RNA binding
at_At5g23880 GO0030364 cleavage/polyadenylation specificity factor activity
at_At5g24440 GO0003723 RNA binding
at_At5g41690 GO0003723 RNA binding
at_At5g44200 GO0000339 RNA cap binding
GO0003723 RNA binding
at_At5g48650 GO0003723 RNA binding
at_At5g50250 GO0003723 RNA binding
at_At5g54900 GO0003723 RNA binding
at_At5g55550 GO0003723 RNA binding
at_At5g59860 GO0003723 RNA binding
at_At5g61030 GO0003723 RNA binding
at_At5g66010 GO0003723 RNA binding
Training Accuracy: 58/59 (98.31%)
Training Frequency class 'GO0003723': 129/3433 (3.76%)
Evaluation on validation data (1752 items):
at_At5g28390 GO0003723 RNA binding
at_At1g02840 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At1g34140 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At1g53650 GO0003723 RNA binding
at_At1g61010 GO0030364 cleavage/polyadenylation specificity factor activity
at_At1g06960 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At1g73490 GO0003723 RNA binding
at_At1g07350 GO0003723 RNA binding
at_At2g24350 GO0003723 RNA binding
at_At1g09140 GO0003723 RNA binding
GO0003729 mRNA binding
at_At1g09230 GO0003723 RNA binding
at_At2g35410 GO0003723 RNA binding
at_At2g36660 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At3g06970 GO0003723 RNA binding
at_At3g53460 GO0003723 RNA binding
at_At3g55340 GO0003723 RNA binding
at_At3g55460 GO0003723 RNA binding
at_At3g12640 GO0003676 nucleic acid binding
GO0003723 RNA binding
at_At3g13570 GO0003723 RNA binding
at_At4g12640 GO0003723 RNA binding
at_At4g13860 GO0003723 RNA binding
at_At5g05720 GO0003723 RNA binding
at_At1g22760 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At5g19030 GO0003723 RNA binding
at_At5g25060 GO0003723 RNA binding
at_At5g46840 GO0003676 nucleic acid binding
GO0003723 RNA binding
at_At5g47620 GO0003723 RNA binding
at_At5g53180 GO0003723 RNA binding
at_At5g54580 GO0003723 RNA binding
at_At5g64200 GO0003723 RNA binding
at_At5g65260 GO0003723 RNA binding
at_At1g29400 GO0003723 RNA binding
at_At3g49430 GO0003723 RNA binding
at_At5g61960 GO0003723 RNA binding
at_At1g71770 GO0003723 RNA binding
GO0003743 translation initiation factor activity
GO0008143 poly(A) binding
at_At1g71800 GO0003723 RNA binding
at_At2g19380 GO0003723 RNA binding
Validation Accuracy: 37/37 (100.00%)
Validation Frequency class 'GO0003723': 74/1752 (4.22%)
Evaluation on propertest data (2925 items):
at_At1g20880 GO0003723 RNA binding
at_At1g32790 GO0003723 RNA binding
at_At1g33470 GO0003723 RNA binding
at_At1g45100 GO0003723 RNA binding
at_At1g60000 GO0003723 RNA binding
at_At1g74230 GO0003723 RNA binding
at_At1g74700 - GO0042781 3'-tRNA processing endoribonuclease activity
at_At2g47580 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At3g15010 GO0003723 RNA binding
at_At3g52380 GO0003723 RNA binding
at_At3g52660 GO0003723 RNA binding
at_At5g55670 GO0003723 RNA binding
at_At2g18510 GO0003723 RNA binding
at_At2g21660 GO0003723 RNA binding
at_At2g21690 GO0003676 nucleic acid binding
GO0003723 RNA binding
at_At2g22090 GO0003723 RNA binding
at_At2g23350 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At2g37220 GO0003723 RNA binding
at_At2g41060 GO0003723 RNA binding
at_At2g43370 GO0003723 RNA binding
at_At3g01150 GO0003723 RNA binding
at_At3g07810 GO0003723 RNA binding
at_At3g26120 GO0003723 RNA binding
at_At3g48830 GO0003723 RNA binding
GO0004652 polynucleotide adenylyltransferase activity
at_At3g49390 GO0003723 RNA binding
at_At3g54770 GO0003723 RNA binding
at_At3g56860 GO0003723 RNA binding
at_At4g10610 GO0003723 RNA binding
at_At4g14300 GO0003723 RNA binding
at_At4g16280 GO0003723 RNA binding
at_At4g16300 GO0003723 RNA binding
at_At4g19610 GO0003723 RNA binding
at_At4g20030 GO0003723 RNA binding
at_At4g24770 GO0003723 RNA binding
at_At4g36960 GO0003723 RNA binding
at_At5g04210 GO0003723 RNA binding
at_At5g04280 GO0003723 RNA binding
at_At5g12190 GO0003723 RNA binding
at_At5g19350 GO0003723 RNA binding
at_At5g19960 GO0003723 RNA binding
at_At5g25780 - GO0003676 nucleic acid binding
GO0003743 translation initiation factor activity
at_At5g28330 GO0003723 RNA binding
at_At5g40490 GO0003723 RNA binding
at_At5g43960 GO0003723 RNA binding
at_At5g53680 GO0003676 nucleic acid binding
GO0003723 RNA binding
at_At5g53720 GO0003723 RNA binding
at_At1g01080 GO0003723 RNA binding
at_At1g17640 GO0003723 RNA binding
at_At1g60650 GO0003723 RNA binding
at_At2g33410 GO0003723 RNA binding
at_At4g02430 GO0003723 RNA binding
at_At4g09040 GO0003676 nucleic acid binding
GO0003723 RNA binding
Propertest Accuracy: 50/52 (96.15%)
Propertest Frequency class 'GO0003723': 101/2925 (3.45%)
New (unknown) data (1752 items):
at_At1g04270 - GO0003735 structural constituent of ribosome
at_At1g07400 - GO0003773 heat shock protein activity
at_At1g13690 - no entry null
at_At1g27410 - GO0005554 molecular_function unknown
at_At1g54050 - GO0003773 heat shock protein activity
at_At1g66090 - no entry null
at_At1g66260 - GO0003676 nucleic acid binding
at_At1g67760 - GO0005554 molecular_function unknown
at_At1g72800 - GO0005554 molecular_function unknown
at_At2g14160 - GO0003676 nucleic acid binding
at_At2g15500 - GO0005554 molecular_function unknown
at_At2g16940 - GO0003676 nucleic acid binding
at_At2g19310 - GO0005554 molecular_function unknown
at_At2g27140 - GO0003773 heat shock protein activity
at_At3g07240 - no entry null
at_At3g16260 - GO0003824 catalytic activity
at_At3g19330 - GO0005554 molecular_function unknown
at_At3g28090 - no entry null
at_At3g47370 - GO0003735 structural constituent of ribosome
at_At3g54230 - GO0003676 nucleic acid binding
at_At4g01310 - GO0003735 structural constituent of ribosome
at_At5g08700 - no entry null
at_At5g16840 - GO0003676 nucleic acid binding
at_At5g36280 - GO0005554 molecular_function unknown
at_At5g37720 - GO0003676 nucleic acid binding
at_At5g43640 - GO0003735 structural constituent of ribosome
at_At5g45440 - GO0005554 molecular_function unknown
at_At5g59720 - GO0003773 heat shock protein activity
at_At1g30300 - GO0005554 molecular_function unknown
at_At1g05970 - GO0005554 molecular_function unknown
at_At1g73520 - no entry null
at_At2g01730 - GO0003824 catalytic activity
at_At2g28000 - GO0003754 chaperone activity
at_At3g23990 - GO0003754 chaperone activity
at_At3g26680 - GO0005554 molecular_function unknown
at_At3g46230 - GO0003773 heat shock protein activity
at_At5g03500 - GO0005554 molecular_function unknown
at_At5g53700 - GO0005554 molecular_function unknown
at_At5g59950 - GO0003676 nucleic acid binding
at_At1g29700 - GO0005554 molecular_function unknown
at_At3g48840 - GO0003676 nucleic acid binding
at_At1g03460 - no entry null
at_At1g53540 - GO0003773 heat shock protein activity
at_At1g59860 - GO0003773 heat shock protein activity
at_At1g06460 - GO0003773 heat shock protein activity
at_At5g15200 - GO0003735 structural constituent of ribosome
at_At2g42240 - GO0003676 nucleic acid binding
at_At2g42740 - GO0003735 structural constituent of ribosome
at_At3g01210 - GO0003676 nucleic acid binding
at_At3g07530 - GO0005554 molecular_function unknown
at_At3g13120 - GO0003735 structural constituent of ribosome
at_At3g13800 - GO0003824 catalytic activity
at_At3g30420 - GO0005554 molecular_function unknown
at_At3g45030 - GO0003735 structural constituent of ribosome
at_At3g53500 - no entry null
at_At4g03610 - GO0005554 molecular_function unknown
at_At4g12160 - no entry null
at_At4g21870 - GO0003773 heat shock protein activity
at_At5g02530 - GO0003676 nucleic acid binding
at_At5g03480 - GO0005554 molecular_function unknown
at_At5g09490 - GO0003735 structural constituent of ribosome
at_At5g09500 - GO0003735 structural constituent of ribosome
at_At5g09880 - GO0003676 nucleic acid binding
at_At5g20130 - GO0005554 molecular_function unknown
at_At5g20970 - GO0003773 heat shock protein activity
at_At5g41950 - GO0005554 molecular_function unknown
at_At5g45775 - GO0003735 structural constituent of ribosome
at_At5g46870 - GO0003676 nucleic acid binding
at_At5g58790 - GO0005554 molecular_function unknown
at_At5g62300 - GO0003735 structural constituent of ribosome
at_At5g63070 - GO0003735 structural constituent of ribosome
at_At1g21570 - GO0003676 nucleic acid binding
at_At1g66730 - no entry null
at_At3g58700 - GO0003735 structural constituent of ribosome
at_At4g08730 - GO0005554 molecular_function unknown
at_At4g18730 - GO0003735 structural constituent of ribosome
------------------
Rule 72
eval(_1,_2,4.0e-3-0.1),keyword(_2,dna_binding),db_ref(_2,smart) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,metazoa),keyword(_2,rna_binding) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,mim) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,receptor) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,escherichia),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transmembrane) = 0
-> class GO0003723 "RNA binding"
Evaluation on training data (3433 items):
at_At1g03330 GO0008248 pre-mRNA splicing factor activity
at_At1g21190 GO0008248 pre-mRNA splicing factor activity
at_At1g35850 GO0003723 RNA binding
at_At1g43190 GO0003723 RNA binding
at_At1g65700 GO0008248 pre-mRNA splicing factor activity
at_At2g23930 GO0008248 pre-mRNA splicing factor activity
at_At2g30260 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At3g08000 GO0003723 RNA binding
at_At3g14080 GO0008248 pre-mRNA splicing factor activity
at_At3g59810 GO0008248 pre-mRNA splicing factor activity
at_At3g62840 GO0008248 pre-mRNA splicing factor activity
at_At5g20160 GO0003723 RNA binding
at_At5g48870 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At5g59860 GO0003723 RNA binding
at_At5g66010 GO0003723 RNA binding
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'GO0003723': 129/3433 (3.76%)
Evaluation on validation data (1752 items):
at_At1g06960 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At2g18740 GO0008248 pre-mRNA splicing factor activity
at_At2g34030 - GO0005509 calcium ion binding
at_At2g47640 GO0008248 pre-mRNA splicing factor activity
at_At4g13860 GO0003723 RNA binding
at_At1g20760 - GO0005509 calcium ion binding
at_At5g19030 GO0003723 RNA binding
at_At5g54580 GO0003723 RNA binding
at_At5g59280 GO0003723 RNA binding
at_At2g03870 GO0008248 pre-mRNA splicing factor activity
Validation Accuracy: 8/10 (80.00%)
Validation Frequency class 'GO0003723': 74/1752 (4.22%)
Evaluation on propertest data (2925 items):
at_At1g60830 GO0003723 RNA binding
at_At2g43810 GO0008248 pre-mRNA splicing factor activity
at_At3g11500 GO0008248 pre-mRNA splicing factor activity
at_At4g12600 GO0003723 RNA binding
at_At4g22380 GO0003723 RNA binding
at_At4g30220 GO0008248 pre-mRNA splicing factor activity
at_At4g30330 GO0008248 pre-mRNA splicing factor activity
at_At5g12190 GO0003723 RNA binding
at_At5g53720 GO0003723 RNA binding
at_At5g60180 GO0003723 RNA binding
at_At1g76860 GO0008248 pre-mRNA splicing factor activity
at_At5g08180 GO0003723 RNA binding
at_At5g24240 - GO0004428 inositol/phosphatidylinositol kinase activity
Propertest Accuracy: 12/13 (92.31%)
Propertest Frequency class 'GO0003723': 101/2925 (3.45%)
New (unknown) data (1752 items):
at_At1g08120 - GO0005554 molecular_function unknown
at_At1g09660 - GO0003676 nucleic acid binding
at_At1g31850 - GO0005554 molecular_function unknown
at_At1g36240 - GO0003735 structural constituent of ribosome
at_At1g71230 - GO0005554 molecular_function unknown
at_At2g14160 - GO0003676 nucleic acid binding
at_At2g15500 - GO0005554 molecular_function unknown
at_At2g32060 - GO0003735 structural constituent of ribosome
at_At2g47110 - GO0000211 protein degradation tagging activity
at_At3g08620 - GO0003676 nucleic acid binding
at_At3g18740 - GO0003735 structural constituent of ribosome
at_At3g45760 - GO0005554 molecular_function unknown
at_At3g61720 - GO0005554 molecular_function unknown
at_At3g62250 - no entry null
at_At5g16090 - GO0005554 molecular_function unknown
at_At5g44170 - GO0005554 molecular_function unknown
at_At5g54950 - GO0005554 molecular_function unknown
at_At5g55140 - no entry null
at_At5g57860 - GO0005554 molecular_function unknown
at_At5g58040 - GO0005554 molecular_function unknown
at_At1g36120 - no entry null
at_At2g20960 - GO0005554 molecular_function unknown
at_At5g06110 - GO0003754 chaperone activity
at_At1g29700 - GO0005554 molecular_function unknown
at_At3g49130 - GO0005554 molecular_function unknown
at_At5g62100 - GO0005554 molecular_function unknown
at_At5g47270 - GO0005554 molecular_function unknown
at_At5g64490 - GO0005554 molecular_function unknown
at_At1g15930 - GO0003735 structural constituent of ribosome
at_At2g43640 - no entry null
at_At3g06560 - no entry null
at_At3g50850 - GO0005554 molecular_function unknown
at_At3g56080 - GO0005554 molecular_function unknown
at_At4g03650 - no entry null
at_At4g10580 - no entry null
at_At4g24680 - GO0005554 molecular_function unknown
at_At4g34070 - GO0005554 molecular_function unknown
at_At5g05780 - GO0005554 molecular_function unknown
at_At2g38610 - GO0003676 nucleic acid binding
------------------
Rule 388
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,electron_transport) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,medicago) = 1
-> class GO0004840 "ubiquitin conjugating enzyme activity"
Evaluation on training data (3433 items):
at_At1g53020 GO0004840 ubiquitin conjugating enzyme activity
at_At1g70660 GO0004840 ubiquitin conjugating enzyme activity
at_At2g16740 GO0004840 ubiquitin conjugating enzyme activity
at_At2g16920 GO0004840 ubiquitin conjugating enzyme activity
at_At2g33770 GO0004840 ubiquitin conjugating enzyme activity
at_At3g08690 GO0004840 ubiquitin conjugating enzyme activity
at_At3g13550 GO0004840 ubiquitin conjugating enzyme activity
at_At3g20060 GO0004840 ubiquitin conjugating enzyme activity
at_At3g55380 GO0004840 ubiquitin conjugating enzyme activity
at_At4g36410 GO0004840 ubiquitin conjugating enzyme activity
at_At4g36800 - GO0008640 ubiquitin-like conjugating enzyme activity
GO0016976 NEDD8 conjugating enzyme activity
at_At5g05080 GO0004840 ubiquitin conjugating enzyme activity
at_At5g42990 GO0004840 ubiquitin conjugating enzyme activity
at_At5g50870 GO0004840 ubiquitin conjugating enzyme activity
at_At5g53300 GO0004840 ubiquitin conjugating enzyme activity
at_At5g56150 GO0004840 ubiquitin conjugating enzyme activity
Training Accuracy: 15/16 (93.75%)
Training Frequency class 'GO0004840': 16/3433 (0.47%)
Evaluation on validation data (1752 items):
at_At1g45050 GO0004840 ubiquitin conjugating enzyme activity
at_At1g05200 - GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At1g63800 GO0004840 ubiquitin conjugating enzyme activity
at_At1g64230 GO0004840 ubiquitin conjugating enzyme activity
at_At1g75440 GO0004840 ubiquitin conjugating enzyme activity
at_At2g18600 GO0004840 ubiquitin conjugating enzyme activity
GO0008640 ubiquitin-like conjugating enzyme activity
at_At2g46030 GO0004840 ubiquitin conjugating enzyme activity
at_At1g14400 GO0004840 ubiquitin conjugating enzyme activity
at_At5g11690 - GO0015450 protein translocase activity
at_At5g41340 GO0004840 ubiquitin conjugating enzyme activity
at_At3g08700 GO0004840 ubiquitin conjugating enzyme activity
Validation Accuracy: 9/11 (81.82%)
Validation Frequency class 'GO0004840': 10/1752 (0.57%)
Evaluation on propertest data (2925 items):
at_At1g23260 GO0004840 ubiquitin conjugating enzyme activity
at_At1g36340 GO0004840 ubiquitin conjugating enzyme activity
at_At1g78870 GO0004840 ubiquitin conjugating enzyme activity
at_At3g52560 GO0004840 ubiquitin conjugating enzyme activity
at_At2g02760 GO0004840 ubiquitin conjugating enzyme activity
at_At2g36060 GO0004840 ubiquitin conjugating enzyme activity
at_At3g46460 GO0004840 ubiquitin conjugating enzyme activity
at_At4g27960 GO0004840 ubiquitin conjugating enzyme activity
at_At5g25760 GO0004840 ubiquitin conjugating enzyme activity
at_At5g27100 - GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At5g41700 GO0000211 protein degradation tagging activity
GO0004840 ubiquitin conjugating enzyme activity
at_At5g48400 - GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At5g50430 GO0004840 ubiquitin conjugating enzyme activity
at_At5g59300 GO0000211 protein degradation tagging activity
GO0004840 ubiquitin conjugating enzyme activity
at_At5g62540 GO0004840 ubiquitin conjugating enzyme activity
at_At1g50490 GO0004840 ubiquitin conjugating enzyme activity
at_At3g57870 GO0004840 ubiquitin conjugating enzyme activity
at_At5g49890 - GO0005247 voltage-gated chloride channel activity
GO0005253 anion channel activity
at_At1g16890 GO0004840 ubiquitin conjugating enzyme activity
Propertest Accuracy: 16/19 (84.21%)
Propertest Frequency class 'GO0004840': 17/2925 (0.58%)
New (unknown) data (1752 items):
at_At1g52310 - GO0016301 kinase activity
at_At2g05440 - GO0005554 molecular_function unknown
at_At2g05520 - GO0005554 molecular_function unknown
at_At4g16160 - no entry null
at_At4g33360 - GO0005554 molecular_function unknown
at_At1g09450 - GO0005554 molecular_function unknown
at_At2g32790 - no entry null
at_At4g35600 - GO0016301 kinase activity
at_At5g63000 - GO0005554 molecular_function unknown
at_At3g15355 - GO0005554 molecular_function unknown
at_At5g24650 - no entry null
at_At5g18660 - GO0005554 molecular_function unknown
at_At2g05510 - GO0005554 molecular_function unknown
at_At2g05540 - GO0005554 molecular_function unknown
------------------
Rule 593
eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),keyword(_2,transcription_regulation) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,malus),db_ref(_2,prosite) = 1
-> class GO0005509 "calcium ion binding"
Evaluation on training data (3433 items):
at_At1g12310 GO0005509 calcium ion binding
at_At1g24620 GO0005509 calcium ion binding
at_At1g62820 GO0005509 calcium ion binding
at_At1g73630 GO0005509 calcium ion binding
at_At1g76640 GO0005509 calcium ion binding
at_At1g76650 GO0005509 calcium ion binding
at_At2g15680 GO0005509 calcium ion binding
at_At2g27030 GO0005509 calcium ion binding
at_At2g27480 GO0005509 calcium ion binding
at_At2g35800 GO0005509 calcium ion binding
at_At2g36180 GO0005509 calcium ion binding
at_At2g41100 GO0005509 calcium ion binding
at_At2g41110 GO0005509 calcium ion binding
at_At2g41410 GO0005509 calcium ion binding
at_At2g46600 GO0005509 calcium ion binding
at_At3g10190 GO0005509 calcium ion binding
at_At3g18430 GO0005509 calcium ion binding
at_At3g24110 GO0005509 calcium ion binding
at_At3g47480 GO0005509 calcium ion binding
at_At3g50360 GO0005509 calcium ion binding
at_At4g01420 GO0005509 calcium ion binding
at_At4g14640 GO0005509 calcium ion binding
at_At4g26560 GO0005509 calcium ion binding
at_At4g26570 GO0005509 calcium ion binding
at_At4g27280 GO0005509 calcium ion binding
at_At4g27790 GO0005509 calcium ion binding
at_At4g32060 GO0005509 calcium ion binding
at_At4g37010 GO0005509 calcium ion binding
at_At5g07320 GO0005509 calcium ion binding
at_At5g08580 GO0005509 calcium ion binding
at_At5g17470 GO0005509 calcium ion binding
at_At5g18580 - GO0030359 protein phosphatase type 2B regulator activity
at_At5g37780 GO0005509 calcium ion binding
at_At5g49480 GO0005509 calcium ion binding
at_At5g55990 GO0005509 calcium ion binding
Training Accuracy: 34/35 (97.14%)
Training Frequency class 'GO0005509': 52/3433 (1.51%)
Evaluation on validation data (1752 items):
at_At5g28850 GO0005509 calcium ion binding
at_At1g54450 GO0005509 calcium ion binding
at_At1g64480 GO0005509 calcium ion binding
at_At1g05990 GO0005509 calcium ion binding
at_At3g25600 GO0005509 calcium ion binding
at_At2g34030 GO0005509 calcium ion binding
at_At2g44310 GO0005509 calcium ion binding
at_At4g03290 GO0005509 calcium ion binding
at_At4g16350 GO0005509 calcium ion binding
at_At1g21550 GO0005509 calcium ion binding
at_At5g17480 GO0005509 calcium ion binding
at_At5g24270 GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
at_At5g42380 GO0005509 calcium ion binding
at_At5g44090 GO0005509 calcium ion binding
at_At5g47100 GO0005509 calcium ion binding
at_At5g51050 GO0005509 calcium ion binding
at_At3g48750 - GO0004693 cyclin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g61810 GO0005509 calcium ion binding
Validation Accuracy: 17/18 (94.44%)
Validation Frequency class 'GO0005509': 27/1752 (1.54%)
Evaluation on propertest data (2925 items):
at_At1g20930 - GO0004693 cyclin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g32250 GO0005509 calcium ion binding
at_At1g66400 GO0005509 calcium ion binding
at_At1g66410 GO0005509 calcium ion binding
at_At3g43810 GO0005509 calcium ion binding
at_At3g51920 GO0005509 calcium ion binding
at_At4g17615 GO0005509 calcium ion binding
at_At4g26470 GO0005509 calcium ion binding
at_At4g26700 - GO0003779 actin binding
at_At2g34020 GO0005509 calcium ion binding
at_At2g41090 GO0005509 calcium ion binding
at_At3g01830 GO0005509 calcium ion binding
at_At3g03400 GO0005509 calcium ion binding
at_At3g03410 GO0005509 calcium ion binding
at_At3g03430 GO0005509 calcium ion binding
at_At3g07490 GO0005509 calcium ion binding
at_At3g29000 GO0005509 calcium ion binding
at_At3g50770 GO0005509 calcium ion binding
at_At3g56800 GO0005509 calcium ion binding
at_At3g59440 GO0005509 calcium ion binding
at_At4g12860 GO0005509 calcium ion binding
at_At4g20780 GO0005509 calcium ion binding
at_At5g28900 GO0005509 calcium ion binding
at_At5g37770 GO0005509 calcium ion binding
at_At5g39670 GO0005509 calcium ion binding
at_At5g44460 GO0005509 calcium ion binding
at_At5g54490 GO0005509 calcium ion binding
GO0005515 protein binding
at_At2g43290 GO0005509 calcium ion binding
at_At3g03000 GO0005509 calcium ion binding
at_At4g33000 GO0005509 calcium ion binding
Propertest Accuracy: 28/30 (93.33%)
Propertest Frequency class 'GO0005509': 42/2925 (1.44%)
New (unknown) data (1752 items):
at_At1g14930 - GO0005554 molecular_function unknown
at_At1g14940 - GO0005554 molecular_function unknown
at_At1g14960 - GO0005554 molecular_function unknown
at_At1g23130 - GO0005554 molecular_function unknown
at_At1g24000 - GO0005554 molecular_function unknown
at_At1g24020 - GO0005554 molecular_function unknown
at_At1g35310 - GO0005554 molecular_function unknown
at_At1g70850 - GO0005554 molecular_function unknown
at_At1g70890 - GO0005554 molecular_function unknown
at_At3g26460 - GO0005554 molecular_function unknown
at_At4g14060 - GO0005554 molecular_function unknown
at_At5g05440 - GO0005554 molecular_function unknown
at_At5g28010 - GO0005554 molecular_function unknown
at_At5g45860 - GO0005554 molecular_function unknown
at_At5g48460 - GO0005554 molecular_function unknown
at_At5g53450 - GO0016301 kinase activity
at_At5g55400 - GO0005554 molecular_function unknown
at_At1g30990 - GO0005554 molecular_function unknown
at_At2g01520 - GO0005554 molecular_function unknown
at_At3g26450 - GO0005554 molecular_function unknown
at_At1g09450 - GO0005554 molecular_function unknown
at_At4g23670 - GO0005554 molecular_function unknown
at_At5g53160 - GO0005554 molecular_function unknown
at_At1g23120 - GO0005554 molecular_function unknown
at_At1g35260 - GO0005554 molecular_function unknown
at_At1g70830 - GO0005554 molecular_function unknown
at_At1g70840 - GO0005554 molecular_function unknown
at_At1g70870 - GO0005554 molecular_function unknown
at_At1g70880 - GO0005554 molecular_function unknown
at_At1g73440 - GO0005554 molecular_function unknown
at_At4g17870 - GO0005554 molecular_function unknown
at_At1g14950 - GO0005554 molecular_function unknown
at_At2g01530 - GO0005554 molecular_function unknown
at_At2g25770 - GO0005554 molecular_function unknown
at_At2g26040 - GO0005554 molecular_function unknown
at_At2g38310 - GO0005554 molecular_function unknown
at_At2g40330 - GO0005554 molecular_function unknown
at_At4g23680 - GO0005554 molecular_function unknown
at_At4g34070 - GO0005554 molecular_function unknown
at_At5g06260 - GO0005554 molecular_function unknown
at_At5g28000 - GO0005554 molecular_function unknown
at_At5g45870 - GO0005554 molecular_function unknown
------------------
Rule 503
eval(_1,_2,4.0e-3-0.1),classification(_2,streptococcaceae),keyword(_2,hydrolase) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,xenopus),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,complete_proteome),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,receptor) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,trypanosoma),desc(_2,putative) = 1
-> class GO0008026 "ATP-dependent helicase activity"
Evaluation on training data (3433 items):
at_At1g01040 GO0003724 RNA helicase activity
GO0004525 ribonuclease III activity
GO0008026 ATP-dependent helicase activity
at_At1g10930 GO0008026 ATP-dependent helicase activity
at_At1g16280 GO0008026 ATP-dependent helicase activity
at_At1g27880 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g27900 GO0004004 ATP-dependent RNA helicase activity
at_At1g31360 GO0008026 ATP-dependent helicase activity
at_At1g51380 GO0008026 ATP-dependent helicase activity
at_At1g55150 GO0008026 ATP-dependent helicase activity
at_At1g59760 GO0008026 ATP-dependent helicase activity
at_At1g59990 GO0008026 ATP-dependent helicase activity
at_At1g71280 GO0008026 ATP-dependent helicase activity
at_At1g72730 GO0008026 ATP-dependent helicase activity
at_At2g01440 GO0008026 ATP-dependent helicase activity
at_At2g07750 GO0008026 ATP-dependent helicase activity
at_At2g40700 GO0008026 ATP-dependent helicase activity
at_At2g45810 GO0008026 ATP-dependent helicase activity
at_At2g47330 GO0008026 ATP-dependent helicase activity
at_At3g13920 GO0003743 translation initiation factor activity
GO0008026 ATP-dependent helicase activity
at_At3g22310 GO0008026 ATP-dependent helicase activity
at_At3g22330 GO0008026 ATP-dependent helicase activity
at_At3g26560 GO0003723 RNA binding
GO0004004 ATP-dependent RNA helicase activity
GO0005524 ATP binding
at_At3g53110 GO0008026 ATP-dependent helicase activity
at_At3g62310 - GO0003724 RNA helicase activity
at_At4g09730 GO0008026 ATP-dependent helicase activity
at_At4g33370 GO0003676 nucleic acid binding
GO0008026 ATP-dependent helicase activity
at_At5g08610 GO0008026 ATP-dependent helicase activity
at_At5g11170 GO0008026 ATP-dependent helicase activity
at_At5g11200 GO0008026 ATP-dependent helicase activity
at_At5g39840 GO0004004 ATP-dependent RNA helicase activity
at_At5g41370 GO0008026 ATP-dependent helicase activity
at_At5g51280 GO0003676 nucleic acid binding
GO0008026 ATP-dependent helicase activity
at_At5g62190 GO0008026 ATP-dependent helicase activity
at_At5g63120 GO0008026 ATP-dependent helicase activity
at_At5g63630 GO0008026 ATP-dependent helicase activity
Training Accuracy: 33/34 (97.06%)
Training Frequency class 'GO0008026': 33/3433 (0.96%)
Evaluation on validation data (1752 items):
at_At1g50410 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At1g63250 GO0008026 ATP-dependent helicase activity
at_At1g71370 GO0008026 ATP-dependent helicase activity
at_At1g77050 GO0008026 ATP-dependent helicase activity
at_At2g47250 - GO0003724 RNA helicase activity
at_At3g06980 GO0008026 ATP-dependent helicase activity
at_At3g16840 GO0008026 ATP-dependent helicase activity
at_At3g27730 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g46960 GO0008026 ATP-dependent helicase activity
at_At4g15850 GO0008026 ATP-dependent helicase activity
GO0017151 DEAD/H-box RNA helicase binding
at_At4g34910 GO0008026 ATP-dependent helicase activity
at_At5g08620 GO0008026 ATP-dependent helicase activity
at_At5g13010 - GO0003724 RNA helicase activity
at_At5g19210 GO0008026 ATP-dependent helicase activity
at_At5g54910 GO0008026 ATP-dependent helicase activity
at_At5g61390 - GO0004527 exonuclease activity
at_At5g65900 GO0008026 ATP-dependent helicase activity
at_At3g09720 GO0008026 ATP-dependent helicase activity
Validation Accuracy: 14/18 (77.78%)
Validation Frequency class 'GO0008026': 17/1752 (0.97%)
Evaluation on propertest data (2925 items):
at_At1g20920 GO0008026 ATP-dependent helicase activity
at_At1g20960 GO0008026 ATP-dependent helicase activity
at_At1g26370 - GO0003724 RNA helicase activity
at_At1g54270 GO0008026 ATP-dependent helicase activity
at_At1g70070 GO0008026 ATP-dependent helicase activity
at_At2g01130 - GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g61240 GO0008026 ATP-dependent helicase activity
at_At4g35740 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At2g06990 GO0003724 RNA helicase activity
GO0008026 ATP-dependent helicase activity
at_At2g33730 GO0008026 ATP-dependent helicase activity
at_At2g42270 GO0008026 ATP-dependent helicase activity
at_At1g11100 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g02060 GO0008026 ATP-dependent helicase activity
at_At3g05740 GO0008026 ATP-dependent helicase activity
at_At3g09620 GO0008026 ATP-dependent helicase activity
at_At3g19760 GO0008026 ATP-dependent helicase activity
at_At3g43920 - GO0003723 RNA binding
GO0004525 ribonuclease III activity
at_At4g00660 GO0008026 ATP-dependent helicase activity
at_At4g14790 GO0004004 ATP-dependent RNA helicase activity
at_At5g05450 GO0008026 ATP-dependent helicase activity
at_At5g60990 GO0008026 ATP-dependent helicase activity
at_At1g74390 - GO0004527 exonuclease activity
at_At4g32700 - GO0003677 DNA binding
GO0003887 DNA-directed DNA polymerase activity
at_At5g08110 GO0008026 ATP-dependent helicase activity
Propertest Accuracy: 18/24 (75.00%)
Propertest Frequency class 'GO0008026': 26/2925 (0.89%)
New (unknown) data (1752 items):
at_At1g03190 - no entry null
at_At3g32330 - GO0005554 molecular_function unknown
at_At3g54460 - GO0005554 molecular_function unknown
at_At2g47680 - no entry null
at_At4g37020 - GO0005554 molecular_function unknown
at_At1g28180 - no entry null
------------------
Rule 584
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,38820.0-54204.0),classification(_2,streptomycineae) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),desc(_2,precursor) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,caryophyllales),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,solanum) = 0
-> class GO0009055 "electron carrier activity"
Evaluation on training data (3433 items):
at_At1g24340 - GO0004497 monooxygenase activity
at_At1g26380 GO0009055 electron carrier activity
at_At1g26400 GO0009055 electron carrier activity
at_At1g26410 GO0009055 electron carrier activity
at_At1g26420 GO0009055 electron carrier activity
at_At1g30700 GO0009055 electron carrier activity
at_At1g30710 GO0009055 electron carrier activity
at_At1g30730 GO0009055 electron carrier activity
at_At4g20840 GO0009055 electron carrier activity
at_At4g20860 GO0009055 electron carrier activity
at_At4g28570 GO0009055 electron carrier activity
at_At5g44380 GO0009055 electron carrier activity
at_At5g44410 GO0009055 electron carrier activity
Training Accuracy: 12/13 (92.31%)
Training Frequency class 'GO0009055': 22/3433 (0.64%)
Evaluation on validation data (1752 items):
at_At1g30760 GO0009055 electron carrier activity
at_At3g57050 - GO0004121 cystathionine beta-lyase activity
at_At4g20820 GO0009055 electron carrier activity
at_At4g36400 GO0009055 electron carrier activity
at_At5g06580 - GO0004458 D-lactate dehydrogenase (cytochrome) activity
at_At1g01980 GO0009055 electron carrier activity
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'GO0009055': 9/1752 (0.51%)
Evaluation on propertest data (2925 items):
at_At1g30720 GO0009055 electron carrier activity
at_At1g30740 GO0009055 electron carrier activity
at_At2g34810 GO0009055 electron carrier activity
at_At2g35660 - GO0004497 monooxygenase activity
at_At2g41510 - GO0046420 cytokinin oxidase activity
at_At1g11770 GO0009055 electron carrier activity
at_At4g20830 GO0009055 electron carrier activity
at_At5g44360 GO0009055 electron carrier activity
at_At5g44390 GO0009055 electron carrier activity
at_At5g44400 GO0009055 electron carrier activity
at_At5g44440 GO0009055 electron carrier activity
at_At1g26390 GO0009055 electron carrier activity
Propertest Accuracy: 10/12 (83.33%)
Propertest Frequency class 'GO0009055': 22/2925 (0.75%)
New (unknown) data (1752 items):
at_At1g03990 - GO0016491 oxidoreductase activity
at_At1g30770 - no entry null
at_At4g20800 - GO0005554 molecular_function unknown
at_At5g11330 - GO0016491 oxidoreductase activity
at_At1g34570 - GO0005554 molecular_function unknown
at_At3g23520 - no entry null
at_At2g22650 - GO0005554 molecular_function unknown
at_At4g00620 - GO0003824 catalytic activity
------------------
Rule 536
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,proteobacteria),desc(_2,subunit) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),desc(_2,precursor) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,electron_transport) = 1
-> class GO0009055 "electron carrier activity"
Evaluation on training data (3433 items):
at_At4g10040 GO0009055 electron carrier activity
at_At4g14890 GO0009055 electron carrier activity
at_At4g25650 GO0009055 electron carrier activity
at_At5g45040 GO0009055 electron carrier activity
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'GO0009055': 22/3433 (0.64%)
Evaluation on validation data (1752 items):
at_At1g60950 GO0009055 electron carrier activity
at_At4g29890 GO0009055 electron carrier activity
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0009055': 9/1752 (0.51%)
Evaluation on propertest data (2925 items):
at_At1g22840 GO0009055 electron carrier activity
at_At2g27510 GO0009055 electron carrier activity
at_At1g10960 GO0009055 electron carrier activity
at_At3g44880 GO0009055 electron carrier activity
at_At4g05450 GO0009055 electron carrier activity
at_At4g21090 GO0009055 electron carrier activity
at_At4g32210 - GO0000104 succinate dehydrogenase activity
at_At5g09600 - GO0000104 succinate dehydrogenase activity
at_At5g10000 GO0009055 electron carrier activity
Propertest Accuracy: 7/9 (77.78%)
Propertest Frequency class 'GO0009055': 22/2925 (0.75%)
New (unknown) data (1752 items):
at_At1g50940 - no entry null
at_At4g35870 - GO0005554 molecular_function unknown
at_At5g43430 - no entry null
------------------
Rule 693
eval(_1,_2,0.0-9.0e-25),keyword(_2,transmembrane),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,rattus_norvegicus__rat_),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,neurospora) = 0
-> class GO0015205 "nucleobase transporter activity"
Evaluation on training data (3433 items):
at_At1g09860 GO0005345 purine transporter activity
at_At1g19770 GO0005345 purine transporter activity
at_At1g30840 GO0005345 purine transporter activity
at_At1g57990 GO0005345 purine transporter activity
GO0005554 molecular_function unknown
at_At1g75470 GO0005345 purine transporter activity
at_At2g33750 GO0005345 purine transporter activity
at_At4g08700 GO0005345 purine transporter activity
at_At4g18190 GO0005345 purine transporter activity
at_At5g41160 GO0005345 purine transporter activity
at_At5g59740 - GO0005354 galactose transporter activity
Training Accuracy: 9/10 (90.00%)
Training Frequency class 'GO0015205': 12/3433 (0.35%)
Evaluation on validation data (1752 items):
at_At3g60620 - GO0004605 phosphatidate cytidylyltransferase activity
at_At1g44750 GO0005345 purine transporter activity
at_At1g57980 GO0005345 purine transporter activity
GO0005554 molecular_function unknown
at_At3g11320 - GO0008514 organic anion transporter activity
at_At3g46180 - GO0005354 galactose transporter activity
at_At4g03950 - GO0005355 glucose transporter activity
GO0015152 glucose-6-phosphate transporter activity
at_At1g62430 - GO0004605 phosphatidate cytidylyltransferase activity
Validation Accuracy: 2/7 (28.57%)
Validation Frequency class 'GO0015205': 2/1752 (0.11%)
Evaluation on propertest data (2925 items):
at_At1g28220 GO0005345 purine transporter activity
at_At1g07290 - GO0005338 nucleotide-sugar transporter activity
at_At2g13650 - GO0005338 nucleotide-sugar transporter activity
GO0005458 GDP-mannose transporter activity
at_At3g59360 - GO0005338 nucleotide-sugar transporter activity
at_At5g28230 - GO0015297 antiporter activity
at_At4g18220 GO0005345 purine transporter activity
Propertest Accuracy: 2/6 (33.33%)
Propertest Frequency class 'GO0015205': 4/2925 (0.14%)
New (unknown) data (1752 items):
at_At1g12600 - GO0005554 molecular_function unknown
at_At1g69450 - GO0005554 molecular_function unknown
at_At1g77220 - GO0005554 molecular_function unknown
at_At2g41050 - GO0005554 molecular_function unknown
at_At4g09810 - GO0005554 molecular_function unknown
at_At4g36850 - GO0005554 molecular_function unknown
at_At4g39390 - GO0005554 molecular_function unknown
at_At5g13170 - GO0005554 molecular_function unknown
at_At5g26740 - GO0005554 molecular_function unknown
at_At4g38640 - GO0005554 molecular_function unknown
at_At3g54510 - GO0005554 molecular_function unknown
at_At4g20100 - GO0005554 molecular_function unknown
at_At4g23010 - GO0005554 molecular_function unknown
at_At5g17250 - GO0016740 transferase activity
at_At3g01380 - GO0016740 transferase activity
at_At3g28100 - GO0005554 molecular_function unknown
at_At3g28130 - GO0005554 molecular_function unknown
at_At5g12170 - GO0005554 molecular_function unknown
at_At5g40670 - GO0005554 molecular_function unknown
at_At5g59470 - GO0005554 molecular_function unknown
at_At2g30460 - GO0005554 molecular_function unknown
------------------
Rule 390
eval(_1,_2,0.0-9.0e-25),classification(_2,mus),desc(_2,receptor) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transmembrane) = 1
-> class GO0015268 "alpha-type channel activity"
Evaluation on training data (3433 items):
at_At2g29100 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At2g29110 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At2g32400 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At3g07520 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At4g31710 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At5g11210 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At5g15090 GO0008308 voltage-dependent ion-selective channel activity
at_At5g48410 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At5g57490 GO0008308 voltage-dependent ion-selective channel activity
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'GO0015268': 40/3433 (1.17%)
Evaluation on validation data (1752 items):
at_At1g05200 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At2g24710 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At2g32390 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At3g49920 GO0008308 voltage-dependent ion-selective channel activity
at_At3g20000 GO0008308 voltage-dependent ion-selective channel activity
GO0015450 protein translocase activity
at_At5g11180 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
Validation Accuracy: 6/6 (100.00%)
Validation Frequency class 'GO0015268': 29/1752 (1.66%)
Evaluation on propertest data (2925 items):
at_At1g48270 - GO0004930 G-protein coupled receptor activity
at_At1g50400 GO0008308 voltage-dependent ion-selective channel activity
at_At2g29120 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At2g17260 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At3g04110 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At3g51480 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At4g35290 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At5g27100 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At5g48400 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At5g67500 GO0008308 voltage-dependent ion-selective channel activity
at_At1g42540 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At1g65630 - GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
Propertest Accuracy: 10/12 (83.33%)
Propertest Frequency class 'GO0015268': 36/2925 (1.23%)
New (unknown) data (1752 items):
at_At1g05050 - no entry null
at_At1g24500 - no entry null
at_At1g52310 - GO0016301 kinase activity
at_At1g55130 - no entry null
at_At2g24730 - no entry null
at_At2g47770 - GO0005554 molecular_function unknown
at_At3g11530 - GO0005215 transporter activity
at_At1g34470 - GO0005554 molecular_function unknown
at_At1g75310 - GO0003754 chaperone activity
at_At2g24940 - GO0005554 molecular_function unknown
at_At1g09450 - GO0005554 molecular_function unknown
at_At4g14950 - GO0005554 molecular_function unknown
at_At4g35600 - GO0016301 kinase activity
at_At5g52240 - GO0005554 molecular_function unknown
at_At3g48890 - GO0005554 molecular_function unknown
at_At1g32410 - GO0005215 transporter activity
at_At1g34050 - GO0005515 protein binding
at_At3g01280 - no entry null
at_At4g14400 - GO0005515 protein binding
at_At4g28050 - GO0005554 molecular_function unknown
at_At5g37610 - GO0005554 molecular_function unknown
at_At5g54710 - GO0005515 protein binding
at_At1g08820 - no entry null
------------------
Rule 495
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),desc(_2,precursor) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eukaryota),keyword(_2,inner_membrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transport) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,orthopteroidea),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,drosophila),keyword(_2,transmembrane) = 1
-> class GO0015268 "alpha-type channel activity"
Evaluation on training data (3433 items):
at_At2g25600 GO0005242 inward rectifier potassium channel activity
GO0005267 potassium channel activity
GO0030551 cyclic nucleotide binding
at_At2g26650 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At3g17700 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g01470 GO0015250 water channel activity
at_At4g22200 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At5g37500 GO0005242 inward rectifier potassium channel activity
GO0015271 outward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At5g46360 GO0005509 calcium ion binding
GO0015271 outward rectifier potassium channel activity
at_At5g54250 GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0008324 cation transporter activity
GO0030551 cyclic nucleotide binding
Training Accuracy: 8/8 (100.00%)
Training Frequency class 'GO0015268': 40/3433 (1.17%)
Evaluation on validation data (1752 items):
at_At4g10380 GO0015250 water channel activity
at_At2g24240 GO0005249 voltage-gated potassium channel activity
at_At4g00430 GO0015250 water channel activity
at_At4g18910 GO0015250 water channel activity
at_At4g30940 GO0005249 voltage-gated potassium channel activity
at_At5g41330 GO0005249 voltage-gated potassium channel activity
at_At1g15990 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Validation Accuracy: 7/7 (100.00%)
Validation Frequency class 'GO0015268': 29/1752 (1.66%)
Evaluation on propertest data (2925 items):
at_At1g29020 - GO0005509 calcium ion binding
at_At2g23980 - GO0005516 calmodulin binding
at_At2g29870 GO0015250 water channel activity
at_At3g09030 GO0005249 voltage-gated potassium channel activity
at_At3g17690 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g32500 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At1g65580 - GO0004437 inositol/phosphatidylinositol phosphatase activity
at_At3g02850 GO0005242 inward rectifier potassium channel activity
GO0015271 outward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
Propertest Accuracy: 5/8 (62.50%)
Propertest Frequency class 'GO0015268': 36/2925 (1.23%)
New (unknown) data (1752 items):
at_At1g15750 - GO0005554 molecular_function unknown
at_At1g49540 - GO0000166 nucleotide binding
at_At1g53090 - GO0004871 signal transducer activity
GO0005554 molecular_function unknown
at_At1g80490 - GO0005554 molecular_function unknown
at_At4g29380 - no entry null
at_At4g32551 - no entry null
at_At5g49430 - GO0000166 nucleotide binding
at_At2g32700 - GO0005554 molecular_function unknown
at_At2g47390 - GO0005554 molecular_function unknown
at_At3g63460 - GO0005554 molecular_function unknown
at_At5g18530 - GO0005554 molecular_function unknown
at_At5g23430 - GO0000166 nucleotide binding
at_At1g21650 - no entry null
at_At3g04090 - no entry null
at_At5g13480 - GO0005554 molecular_function unknown
at_At5g65960 - GO0005554 molecular_function unknown
at_At1g15440 - GO0000166 nucleotide binding
------------------
Rule 756
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,helicobacter) = 0
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,liliopsida),keyword(_2,multigene_family) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 1
-> class GO0015268 "alpha-type channel activity"
Evaluation on training data (3433 items):
at_At1g01340 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g46450 GO0005216 ion channel activity
GO0030551 cyclic nucleotide binding
at_At3g48010 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g01840 GO0015271 outward rectifier potassium channel activity
at_At4g30360 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At5g57940 GO0005267 potassium channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0015268': 40/3433 (1.17%)
Evaluation on validation data (1752 items):
at_At2g28260 GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g46440 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g01010 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g30560 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'GO0015268': 29/1752 (1.66%)
Evaluation on propertest data (2925 items):
at_At5g15410 GO0005221 intracellular cyclic nucleotide activated cation channel activity
GO0005222 intracellular cAMP activated cation channel activity
GO0005242 inward rectifier potassium channel activity
GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At5g55630 GO0015269 calcium-activated potassium channel activity
GO0015271 outward rectifier potassium channel activity
at_At2g46430 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g03560 GO0005245 voltage-gated calcium channel activity
GO0005262 calcium channel activity
GO0010173 depolarization-activated voltage-gated calcium channel activity
at_At5g46240 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At5g53130 GO0005242 inward rectifier potassium channel activity
GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At1g02510 GO0015271 outward rectifier potassium channel activity
at_At4g18160 GO0015271 outward rectifier potassium channel activity
at_At4g32650 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'GO0015268': 36/2925 (1.23%)
New (unknown) data (1752 items):
at_At3g33000 - no entry null
at_At5g49960 - GO0005554 molecular_function unknown
at_At5g02940 - GO0005554 molecular_function unknown
------------------
Rule 760
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,pfam) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,liliopsida),keyword(_2,multigene_family) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),desc(_2,chromosome) = 0
-> class GO0015268 "alpha-type channel activity"
Evaluation on training data (3433 items):
at_At2g16850 GO0015250 water channel activity
at_At2g25810 GO0015250 water channel activity
at_At3g27170 GO0005247 voltage-gated chloride channel activity
GO0005253 anion channel activity
at_At3g54820 GO0015250 water channel activity
at_At4g17340 GO0015250 water channel activity
at_At4g23400 GO0015250 water channel activity
at_At4g35100 GO0015250 water channel activity
at_At5g23980 - GO0000293 ferric-chelate reductase activity
at_At5g33280 GO0005247 voltage-gated chloride channel activity
GO0005253 anion channel activity
Training Accuracy: 8/9 (88.89%)
Training Frequency class 'GO0015268': 40/3433 (1.17%)
Evaluation on validation data (1752 items):
at_At3g61430 GO0015250 water channel activity
at_At1g31820 - GO0015326 cationic amino acid transporter activity
at_At1g73190 GO0015250 water channel activity
at_At3g26520 GO0015250 water channel activity
at_At2g34390 GO0015250 water channel activity
at_At2g45960 GO0015250 water channel activity
at_At3g53420 GO0015250 water channel activity
at_At3g16240 GO0015250 water channel activity
at_At3g47440 GO0015250 water channel activity
at_At5g37820 GO0015250 water channel activity
at_At5g60660 GO0015250 water channel activity
Validation Accuracy: 10/11 (90.91%)
Validation Frequency class 'GO0015268': 29/1752 (1.66%)
Evaluation on propertest data (2925 items):
at_At1g80760 GO0015250 water channel activity
at_At2g21020 GO0015250 water channel activity
at_At3g06100 GO0015250 water channel activity
at_At5g47450 GO0015250 water channel activity
at_At2g36830 GO0015250 water channel activity
at_At2g37170 GO0015250 water channel activity
at_At2g37180 GO0015250 water channel activity
at_At2g39010 GO0015250 water channel activity
at_At5g37810 GO0015250 water channel activity
at_At1g17810 GO0015250 water channel activity
at_At1g23020 - GO0000293 ferric-chelate reductase activity
at_At5g23990 - GO0000293 ferric-chelate reductase activity
Propertest Accuracy: 10/12 (83.33%)
Propertest Frequency class 'GO0015268': 36/2925 (1.23%)
New (unknown) data (1752 items):
at_At5g49740 - GO0016491 oxidoreductase activity
at_At5g50160 - GO0016491 oxidoreductase activity
at_At3g56950 - GO0005554 molecular_function unknown
at_At5g49730 - GO0016491 oxidoreductase activity
------------------
Rule 758
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,helicobacter) = 0
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,liliopsida),keyword(_2,multigene_family) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 1
-> class GO0030551 "cyclic nucleotide binding"
Evaluation on training data (3433 items):
at_At1g01340 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g46450 GO0005216 ion channel activity
GO0030551 cyclic nucleotide binding
at_At3g48010 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g01840 - GO0015271 outward rectifier potassium channel activity
at_At4g30360 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At5g57940 GO0005267 potassium channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Training Accuracy: 5/6 (83.33%)
Training Frequency class 'GO0030551': 12/3433 (0.35%)
Evaluation on validation data (1752 items):
at_At2g28260 GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g46440 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g01010 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g30560 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'GO0030551': 6/1752 (0.34%)
Evaluation on propertest data (2925 items):
at_At5g15410 GO0005221 intracellular cyclic nucleotide activated cation channel activity
GO0005222 intracellular cAMP activated cation channel activity
GO0005242 inward rectifier potassium channel activity
GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At5g55630 - GO0015269 calcium-activated potassium channel activity
GO0015271 outward rectifier potassium channel activity
at_At2g46430 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g03560 - GO0005245 voltage-gated calcium channel activity
GO0005262 calcium channel activity
GO0010173 depolarization-activated voltage-gated calcium channel activity
at_At5g46240 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At5g53130 GO0005242 inward rectifier potassium channel activity
GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At1g02510 - GO0015271 outward rectifier potassium channel activity
at_At4g18160 - GO0015271 outward rectifier potassium channel activity
at_At4g32650 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
Propertest Accuracy: 5/9 (55.56%)
Propertest Frequency class 'GO0030551': 8/2925 (0.27%)
New (unknown) data (1752 items):
at_At3g33000 - no entry null
at_At5g49960 - GO0005554 molecular_function unknown
at_At5g02940 - GO0005554 molecular_function unknown
------------------
Rule 647
eval(_1,_2,4.0e-3-0.1),classification(_2,proteobacteria),keyword(_2,membrane) = 0
eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,dna_binding),desc(_2,homolog) = 0
eval(_1,_2,2.0e-5-4.0e-3),species(_2,candida_albicans__yeast_),db_ref(_2,tigrfams) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,saccharomycetales),desc(_2,alpha) = 0
eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,38820.0-54204.0),classification(_2,buchnera) = 0
eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,485.0-667.0),classification(_2,mollusca) = 0
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,54204.0-74022.0),classification(_2,sordariomycetes) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,membrane),db_ref(_2,mgd) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transferase),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,caryophyllales),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,gammaproteobacteria),db_ref(_2,tigr) = 1
-> class GO0016614 "oxidoreductase activity\, acting on CH-OH group of donors"
Evaluation on training data (3433 items):
at_At1g09420 GO0004345 glucose-6-phosphate 1-dehydrogenase activity
at_At1g12900 - GO0008943 glyceraldehyde-3-phosphate dehydrogenase activity
at_At1g16350 GO0003938 IMP dehydrogenase activity
at_At1g17650 GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
at_At1g24280 GO0004345 glucose-6-phosphate 1-dehydrogenase activity
at_At1g26570 GO0003979 UDP-glucose 6-dehydrogenase activity
at_At1g51410 GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At1g64710 GO0004022 alcohol dehydrogenase activity
at_At1g68010 GO0008465 glycerate dehydrogenase activity
at_At1g73250 GO0050577 GDP-L-fucose synthase activity
at_At1g79750 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
at_At2g13560 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
at_At2g21890 GO0046029 mannitol dehydrogenase activity
at_At2g22780 GO0016615 malate dehydrogenase activity
at_At2g43420 GO0003854 3-beta-hydroxy-delta5-steroid dehydrogenase activity
at_At3g06860 GO0004300 enoyl-CoA hydratase activity
GO0016509 long-chain-3-hydroxyacyl-CoA dehydrogenase activity
at_At3g07690 GO0004367 glycerol-3-phosphate dehydrogenase (NAD+) activity
at_At3g14415 GO0008891 glycolate oxidase activity
at_At3g15020 GO0016615 malate dehydrogenase activity
at_At3g15290 GO0008691 3-hydroxybutyryl-CoA dehydrogenase activity
at_At3g25530 GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
at_At3g27300 GO0004345 glucose-6-phosphate 1-dehydrogenase activity
at_At3g29360 GO0003979 UDP-glucose 6-dehydrogenase activity
at_At3g47520 GO0016615 malate dehydrogenase activity
at_At3g58610 GO0004455 ketol-acid reductoisomerase activity
at_At4g18360 GO0008891 glycolate oxidase activity
at_At4g29010 GO0004300 enoyl-CoA hydratase activity
GO0016509 long-chain-3-hydroxyacyl-CoA dehydrogenase activity
at_At4g35420 GO0016614 oxidoreductase activity\, acting on CH-OH group of donors
at_At4g37970 GO0046029 mannitol dehydrogenase activity
at_At4g37980 GO0046029 mannitol dehydrogenase activity
at_At5g11670 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
at_At5g13110 GO0004345 glucose-6-phosphate 1-dehydrogenase activity
at_At5g15490 GO0003979 UDP-glucose 6-dehydrogenase activity
at_At5g39320 GO0003979 UDP-glucose 6-dehydrogenase activity
at_At5g40760 GO0004345 glucose-6-phosphate 1-dehydrogenase activity
at_At5g43330 GO0016615 malate dehydrogenase activity
at_At5g56720 GO0016615 malate dehydrogenase activity
at_At5g58330 GO0016615 malate dehydrogenase activity
Training Accuracy: 37/38 (97.37%)
Training Frequency class 'GO0016614': 54/3433 (1.57%)
Evaluation on validation data (1752 items):
at_At4g39330 GO0046029 mannitol dehydrogenase activity
at_At1g77120 GO0004022 alcohol dehydrogenase activity
at_At1g79470 GO0003938 IMP dehydrogenase activity
at_At2g06050 - GO0016629 12-oxophytodienoate reductase activity
at_At2g21730 GO0046029 mannitol dehydrogenase activity
at_At2g40690 GO0004367 glycerol-3-phosphate dehydrogenase (NAD+) activity
at_At2g45400 GO0016614 oxidoreductase activity\, acting on CH-OH group of donors
at_At4g00570 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
at_At1g12520 - GO0016532 superoxide dismutase copper chaperone activity
at_At3g17810 - GO0016627 oxidoreductase activity\, acting on the CH-CH group of donors
at_At4g17260 GO0004457 lactate dehydrogenase activity
at_At4g33790 - GO0016627 oxidoreductase activity\, acting on the CH-CH group of donors
at_At1g22430 GO0004022 alcohol dehydrogenase activity
at_At1g22440 GO0004022 alcohol dehydrogenase activity
at_At5g09660 GO0016615 malate dehydrogenase activity
at_At5g16980 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g16990 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g23300 - GO0004152 dihydroorotate dehydrogenase activity
at_At5g35790 GO0004345 glucose-6-phosphate 1-dehydrogenase activity
at_At5g63620 - GO0008270 zinc ion binding
at_At2g19900 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
Validation Accuracy: 13/21 (61.90%)
Validation Frequency class 'GO0016614': 24/1752 (1.37%)
Evaluation on propertest data (2925 items):
at_At1g04410 GO0016615 malate dehydrogenase activity
at_At1g53240 GO0016615 malate dehydrogenase activity
at_At1g65840 - GO0008131 amine oxidase activity
at_At1g71180 GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
at_At1g72680 GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At1g76680 - GO0016629 12-oxophytodienoate reductase activity
at_At1g76690 - GO0016629 12-oxophytodienoate reductase activity
at_At3g23810 - GO0004013 adenosylhomocysteinase activity
at_At5g14780 - GO0008863 formate dehydrogenase activity
at_At5g24760 GO0004022 alcohol dehydrogenase activity
at_At1g09400 - GO0016629 12-oxophytodienoate reductase activity
at_At3g11980 - GO0016628 oxidoreductase activity\, acting on the CH-CH group of donors\, NAD or NADP as acceptor
at_At3g19450 GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At3g61990 - GO0008171 O-methyltransferase activity
at_At4g22110 GO0004022 alcohol dehydrogenase activity
at_At4g34230 GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At4g37990 GO0018456 aryl-alcohol dehydrogenase activity
GO0046029 mannitol dehydrogenase activity
at_At5g16960 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g16970 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g17000 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g22500 - GO0016627 oxidoreductase activity\, acting on the CH-CH group of donors
at_At5g25880 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
at_At5g34930 - GO0004665 prephenate dehydrogenase (NADP+) activity
at_At5g37980 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g42250 GO0004022 alcohol dehydrogenase activity
at_At5g43940 - GO0004327 formaldehyde dehydrogenase (glutathione) activity
at_At5g51970 GO0003939 L-iditol 2-dehydrogenase activity
at_At5g52100 - GO0008839 dihydrodipicolinate reductase activity
at_At1g17990 - GO0016629 12-oxophytodienoate reductase activity
at_At1g18020 - GO0016629 12-oxophytodienoate reductase activity
at_At3g10390 - GO0008131 amine oxidase activity
Propertest Accuracy: 12/31 (38.71%)
Propertest Frequency class 'GO0016614': 31/2925 (1.06%)
New (unknown) data (1752 items):
at_At1g19690 - GO0005554 molecular_function unknown
at_At1g66130 - GO0005554 molecular_function unknown
at_At2g21280 - GO0005554 molecular_function unknown
at_At3g20790 - GO0016491 oxidoreductase activity
at_At3g26770 - GO0016491 oxidoreductase activity
at_At3g49640 - GO0005554 molecular_function unknown
at_At3g63510 - GO0005554 molecular_function unknown
at_At4g00560 - GO0005554 molecular_function unknown
at_At4g13250 - GO0016491 oxidoreductase activity
at_At4g17370 - GO0016491 oxidoreductase activity
at_At4g33360 - GO0005554 molecular_function unknown
at_At5g07440 - GO0016491 oxidoreductase activity
at_At5g10050 - GO0016491 oxidoreductase activity
at_At5g50600 - GO0016491 oxidoreductase activity
at_At5g50770 - GO0016491 oxidoreductase activity
at_At5g67220 - GO0005554 molecular_function unknown
at_At2g13440 - GO0005554 molecular_function unknown
at_At2g45630 - no entry null
at_At3g59840 - GO0005554 molecular_function unknown
at_At1g12550 - GO0016491 oxidoreductase activity
at_At5g18170 - GO0016491 oxidoreductase activity
at_At5g47970 - GO0005554 molecular_function unknown
at_At5g50700 - GO0016491 oxidoreductase activity
at_At5g53090 - GO0016491 oxidoreductase activity
at_At1g32220 - GO0005554 molecular_function unknown
at_At1g34200 - GO0016491 oxidoreductase activity
at_At1g79870 - GO0016491 oxidoreductase activity
at_At3g61220 - GO0016491 oxidoreductase activity
at_At3g03910 - GO0016491 oxidoreductase activity
at_At5g10730 - GO0005554 molecular_function unknown
at_At1g17890 - GO0003824 catalytic activity
at_At4g18810 - GO0005554 molecular_function unknown
------------------
Rule 566
eval(_1,_2,4.0e-3-0.1),classification(_2,actinobacteria) = 0
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,38820.0-54204.0),classification(_2,streptomycineae) = 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),keyword(_2,oxidoreductase),desc(_2,precursor) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,caryophyllales),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,escherichia),species(_2,escherichia_coli) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,rhizobium) = 0
-> class GO0016638 "oxidoreductase activity\, acting on the CH-NH2 group of donors"
Evaluation on training data (3433 items):
at_At1g31680 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At1g62810 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At1g75450 GO0046420 cytokinin oxidase activity
at_At2g27150 - GO0004031 aldehyde oxidase activity
at_At2g42490 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At3g43670 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At3g63440 GO0046420 cytokinin oxidase activity
at_At4g12290 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g14940 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g29740 GO0004041 amine oxidase (flavin-containing) activity
GO0046420 cytokinin oxidase activity
Training Accuracy: 9/10 (90.00%)
Training Frequency class 'GO0016638': 17/3433 (0.50%)
Evaluation on validation data (1752 items):
at_At1g31710 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At3g43600 - GO0004031 aldehyde oxidase activity
at_At4g12280 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g34890 - GO0004854 xanthine dehydrogenase activity
at_At5g62790 - GO0030604 1-deoxy-D-xylulose-5-phosphate reductoisomerase activity
Validation Accuracy: 2/5 (40.00%)
Validation Frequency class 'GO0016638': 8/1752 (0.46%)
Evaluation on propertest data (2925 items):
at_At1g32550 - GO0009055 electron carrier activity
at_At1g04580 - GO0004031 aldehyde oxidase activity
at_At4g12270 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At5g20960 - GO0004031 aldehyde oxidase activity
at_At1g31670 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At1g31690 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g02980 - GO0010011 auxin binding
Propertest Accuracy: 3/7 (42.86%)
Propertest Frequency class 'GO0016638': 15/2925 (0.51%)
New (unknown) data (1752 items):
at_At1g19900 - GO0005554 molecular_function unknown
at_At1g74790 - GO0005554 molecular_function unknown
at_At2g46750 - GO0005554 molecular_function unknown
at_At2g46760 - GO0005554 molecular_function unknown
at_At3g43820 - no entry null
at_At3g49360 - GO0003824 catalytic activity
at_At5g11540 - GO0005554 molecular_function unknown
at_At5g24410 - GO0005554 molecular_function unknown
at_At5g39970 - GO0005554 molecular_function unknown
at_At5g56490 - GO0005554 molecular_function unknown
at_At1g13700 - GO0003824 catalytic activity
at_At5g24400 - GO0003824 catalytic activity
at_At1g31700 - no entry null
at_At1g32300 - GO0005554 molecular_function unknown
at_At5g24420 - GO0005554 molecular_function unknown
at_At3g19820 - GO0003824 catalytic activity
at_At5g28310 - GO0016491 oxidoreductase activity
at_At5g62630 - GO0005554 molecular_function unknown
at_At5g63890 - no entry null
------------------
Rule 368
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,synechocystis),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,malus),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,oryctolagus),keyword(_2,transferase) = 0
-> class GO0016741 "transferase activity\, transferring one-carbon groups"
Evaluation on training data (3433 items):
at_At1g04870 GO0008168 methyltransferase activity
at_At1g20330 GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At1g21130 GO0008171 O-methyltransferase activity
at_At1g23820 - GO0004766 spermidine synthase activity
at_At1g62900 GO0008171 O-methyltransferase activity
at_At1g73600 GO0000234 phosphoethanolamine N-methyltransferase activity
at_At1g76090 GO0003838 sterol 24-C-methyltransferase activity
GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At1g77530 GO0008171 O-methyltransferase activity
at_At2g19670 GO0016274 protein-arginine N-methyltransferase activity
at_At2g43910 GO0008168 methyltransferase activity
at_At3g12270 GO0008168 methyltransferase activity
at_At3g23530 GO0008825 cyclopropane-fatty-acyl-phospholipid synthase activity
at_At3g63410 GO0008168 methyltransferase activity
GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At4g26220 GO0042409 caffeoyl-CoA O-methyltransferase activity
at_At4g29510 GO0016274 protein-arginine N-methyltransferase activity
at_At4g33110 GO0030794 (S)-coclaurine-N-methyltransferase activity
at_At4g34050 GO0042409 caffeoyl-CoA O-methyltransferase activity
at_At5g13710 GO0003838 sterol 24-C-methyltransferase activity
at_At5g13830 GO0008168 methyltransferase activity
at_At5g37170 GO0008171 O-methyltransferase activity
at_At5g54160 GO0008171 O-methyltransferase activity
Training Accuracy: 20/21 (95.24%)
Training Frequency class 'GO0016741': 57/3433 (1.66%)
Evaluation on validation data (1752 items):
at_At5g49020 GO0008168 methyltransferase activity
at_At1g63140 GO0008171 O-methyltransferase activity
at_At1g67990 GO0042409 caffeoyl-CoA O-methyltransferase activity
at_At1g70310 - GO0004766 spermidine synthase activity
at_At1g77520 GO0008171 O-methyltransferase activity
at_At2g14750 - GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
at_At2g43920 GO0008168 methyltransferase activity
at_At3g23470 GO0008825 cyclopropane-fatty-acyl-phospholipid synthase activity
at_At3g27440 - GO0004845 uracil phosphoribosyltransferase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g21100 GO0008171 O-methyltransferase activity
at_At1g21110 GO0008171 O-methyltransferase activity
at_At4g33120 GO0030794 (S)-coclaurine-N-methyltransferase activity
at_At5g66360 GO0000179 rRNA (adenine-N6\,N6-)-dimethyltransferase activity
GO0008649 rRNA methyltransferase activity
at_At5g67520 - GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
Validation Accuracy: 10/14 (71.43%)
Validation Frequency class 'GO0016741': 29/1752 (1.66%)
Evaluation on propertest data (2925 items):
at_At1g21120 GO0008171 O-methyltransferase activity
at_At1g23360 GO0008168 methyltransferase activity
at_At1g51990 GO0008171 O-methyltransferase activity
at_At1g67980 GO0042409 caffeoyl-CoA O-methyltransferase activity
at_At1g76790 GO0008171 O-methyltransferase activity
at_At3g23510 GO0008825 cyclopropane-fatty-acyl-phospholipid synthase activity
at_At5g15810 GO0003723 RNA binding
GO0004809 tRNA (guanine-N2-)-methyltransferase activity
at_At1g01860 GO0016422 mRNA (2'-O-methyladenosine-N6-)-methyltransferase activity
at_At2g47420 GO0000179 rRNA (adenine-N6\,N6-)-dimethyltransferase activity
GO0008649 rRNA methyltransferase activity
at_At3g02320 GO0003723 RNA binding
GO0004809 tRNA (guanine-N2-)-methyltransferase activity
at_At3g06930 GO0008168 methyltransferase activity
at_At3g18000 GO0000234 phosphoethanolamine N-methyltransferase activity
at_At3g20020 GO0008168 methyltransferase activity
at_At3g27190 - GO0004845 uracil phosphoribosyltransferase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g56330 GO0003723 RNA binding
GO0004809 tRNA (guanine-N2-)-methyltransferase activity
at_At3g62000 GO0008171 O-methyltransferase activity
at_At4g35150 GO0008171 O-methyltransferase activity
at_At5g01230 GO0008168 methyltransferase activity
at_At5g19530 - GO0016768 spermine synthase activity
at_At5g53810 GO0008171 O-methyltransferase activity
at_At5g57300 GO0008425 ubiquinone biosynthesis methyltransferase activity
Propertest Accuracy: 19/21 (90.48%)
Propertest Frequency class 'GO0016741': 43/2925 (1.47%)
New (unknown) data (1752 items):
at_At1g13870 - GO0005554 molecular_function unknown
at_At1g22800 - GO0005554 molecular_function unknown
at_At1g26850 - GO0005554 molecular_function unknown
at_At1g30550 - GO0005554 molecular_function unknown
at_At1g31850 - GO0005554 molecular_function unknown
at_At1g33170 - GO0005554 molecular_function unknown
at_At1g48600 - no entry null
at_At1g54310 - GO0005554 molecular_function unknown
at_At1g69520 - GO0005554 molecular_function unknown
at_At1g77260 - GO0005554 molecular_function unknown
at_At1g78240 - GO0005554 molecular_function unknown
at_At2g26680 - GO0005554 molecular_function unknown
at_At2g31740 - GO0005554 molecular_function unknown
at_At2g40280 - GO0005554 molecular_function unknown
at_At2g41380 - GO0005554 molecular_function unknown
at_At2g43200 - GO0005554 molecular_function unknown
at_At3g10200 - GO0005554 molecular_function unknown
at_At3g13440 - GO0005554 molecular_function unknown
at_At3g23300 - GO0005554 molecular_function unknown
at_At3g23480 - GO0005554 molecular_function unknown
at_At3g26410 - GO0005554 molecular_function unknown
at_At3g27230 - GO0005554 molecular_function unknown
at_At3g56120 - GO0005554 molecular_function unknown
at_At3g60910 - GO0003824 catalytic activity
at_At3g61210 - GO0005554 molecular_function unknown
at_At4g00740 - GO0005554 molecular_function unknown
at_At4g00750 - GO0005554 molecular_function unknown
at_At4g16570 - GO0005554 molecular_function unknown
at_At4g28830 - GO0005554 molecular_function unknown
at_At5g04060 - GO0005554 molecular_function unknown
at_At5g06050 - GO0005554 molecular_function unknown
at_At5g10830 - GO0005554 molecular_function unknown
at_At5g24840 - GO0005554 molecular_function unknown
at_At5g44170 - GO0005554 molecular_function unknown
at_At5g49560 - GO0005554 molecular_function unknown
at_At5g53920 - GO0005554 molecular_function unknown
at_At5g54400 - GO0005554 molecular_function unknown
at_At5g57280 - GO0005554 molecular_function unknown
at_At5g64150 - no entry null
at_At5g66180 - GO0005554 molecular_function unknown
at_At4g10440 - GO0005554 molecular_function unknown
at_At5g14430 - GO0005554 molecular_function unknown
at_At1g04430 - GO0005554 molecular_function unknown
at_At1g36310 - GO0005554 molecular_function unknown
at_At1g66680 - GO0005554 molecular_function unknown
at_At1g73320 - GO0005554 molecular_function unknown
at_At1g78140 - GO0005554 molecular_function unknown
at_At2g26200 - GO0005554 molecular_function unknown
at_At2g28450 - GO0003676 nucleic acid binding
at_At2g45750 - GO0005554 molecular_function unknown
at_At3g54150 - GO0005554 molecular_function unknown
at_At3g27180 - GO0005554 molecular_function unknown
at_At4g04670 - GO0005554 molecular_function unknown
at_At4g18030 - GO0005554 molecular_function unknown
at_At4g27340 - GO0005554 molecular_function unknown
at_At4g34360 - GO0003824 catalytic activity
at_At5g17660 - GO0005554 molecular_function unknown
at_At5g27400 - GO0005554 molecular_function unknown
at_At2g03480 - GO0005554 molecular_function unknown
at_At1g24480 - GO0005554 molecular_function unknown
at_At1g54650 - GO0005554 molecular_function unknown
at_At1g55450 - GO0005554 molecular_function unknown
at_At1g64600 - GO0005554 molecular_function unknown
at_At3g15530 - GO0005554 molecular_function unknown
at_At3g01660 - GO0005554 molecular_function unknown
at_At3g05100 - GO0005554 molecular_function unknown
at_At3g17990 - no entry null
at_At3g20650 - no entry null
at_At3g21300 - no entry null
at_At3g25470 - GO0005554 molecular_function unknown
at_At3g28460 - GO0005554 molecular_function unknown
at_At3g50850 - GO0005554 molecular_function unknown
at_At3g56080 - GO0005554 molecular_function unknown
at_At4g14000 - GO0005554 molecular_function unknown
at_At4g14360 - GO0005554 molecular_function unknown
at_At4g22530 - GO0005554 molecular_function unknown
at_At1g13860 - GO0005554 molecular_function unknown
at_At5g44450 - GO0005554 molecular_function unknown
at_At5g50110 - GO0005554 molecular_function unknown
at_At5g66970 - no entry null
------------------
Rule 537
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),desc(_2,precursor) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,oryctolagus),db_ref(_2,prodom) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,oryctolagus),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,gallus) = 0
-> class GO0016757 "transferase activity\, transferring glycosyl groups"
Evaluation on training data (3433 items):
at_At1g01420 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g02720 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g05670 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g19300 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g22360 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g22380 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g22400 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g30530 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g32900 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g50580 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g52420 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g54940 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g56600 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g60140 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0004805 trehalose-phosphatase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g60470 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g64910 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g70290 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g73370 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
at_At1g78800 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g15490 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g20810 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g22590 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g22930 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g23210 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g23260 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g28080 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g29750 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g30150 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g31750 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g31790 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36770 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g43840 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g47180 GO0016758 transferase activity\, transferring hexosyl groups
at_At3g15940 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g16520 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g21750 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g21760 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g21780 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g21790 GO0008194 UDP-glycosyltransferase activity
at_At3g22250 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g29630 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g43190 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g46660 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g46700 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g50760 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g58790 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g10120 GO0016757 transferase activity\, transferring glycosyl groups
GO0046524 sucrose-phosphate synthase activity
at_At4g14100 GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15270 GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15280 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15500 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g16710 GO0016757 transferase activity\, transferring glycosyl groups
at_At4g26250 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g27570 GO0016757 transferase activity\, transferring glycosyl groups
at_At4g33330 GO0016757 transferase activity\, transferring glycosyl groups
at_At4g36770 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g03490 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g05860 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g05870 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g05890 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g11110 GO0046524 sucrose-phosphate synthase activity
at_At5g12890 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g17050 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g18480 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g20410 GO0016757 transferase activity\, transferring glycosyl groups
GO0046509 1\,2-diacylglycerol 3-beta-galactosyltransferase activity
at_At5g20830 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
at_At5g30500 GO0016758 transferase activity\, transferring hexosyl groups
at_At5g38040 GO0008194 UDP-glycosyltransferase activity
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g49190 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g54010 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g54690 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g65550 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g66690 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
Training Accuracy: 73/73 (100.00%)
Training Frequency class 'GO0016757': 150/3433 (4.37%)
Evaluation on validation data (1752 items):
at_At5g14860 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g43620 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g04920 GO0016757 transferase activity\, transferring glycosyl groups
GO0046524 sucrose-phosphate synthase activity
at_At1g05530 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g60450 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g64920 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g68020 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0004805 trehalose-phosphatase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g70090 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g06780 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g73880 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g75420 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g26480 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g11340 GO0008194 UDP-glycosyltransferase activity
at_At1g07250 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g07260 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g18700 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g23250 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g29740 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g35710 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g36750 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36760 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g36780 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g10370 - GO0004364 glutathione transferase activity
at_At2g43820 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g46480 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g50740 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g53150 GO0008194 UDP-glycosyltransferase activity
at_At3g62660 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g21560 GO0008194 UDP-glycosyltransferase activity
at_At3g28340 GO0016758 transferase activity\, transferring hexosyl groups
at_At3g46650 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g46670 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g46680 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g02130 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g15260 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g16130 - GO0004335 galactokinase activity
GO0005524 ATP binding
at_At4g38240 GO0003827 alpha-1\,3-mannosylglycoprotein 2-beta-N-acetylglucosaminyltransferase activity
GO0016262 protein N-acetylglucosaminyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g22340 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g05880 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g17030 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g24300 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g24170 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g38010 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g47780 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g49690 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g01390 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
Validation Accuracy: 44/46 (95.65%)
Validation Frequency class 'GO0016757': 95/1752 (5.42%)
Evaluation on propertest data (2925 items):
at_At1g22370 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g23870 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0004805 trehalose-phosphatase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g51210 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g05560 GO0003843 1\,3-beta-glucan synthase activity
GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g05680 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g06000 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g73740 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g77130 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g78270 GO0008194 UDP-glycosyltransferase activity
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g07240 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36790 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g06260 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g15470 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g16890 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g18560 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g18570 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g08990 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g09350 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g29710 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g29730 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g30140 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g36800 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36970 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g38650 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g10400 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g01040 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g02100 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g02350 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g04240 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g07020 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g18660 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g21800 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g46690 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g46720 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g46970 GO0004645 phosphorylase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g53160 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g55700 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g55710 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g01070 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15480 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15490 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15550 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g16600 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g24040 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0015927 trehalase activity
at_At4g27560 GO0016757 transferase activity\, transferring glycosyl groups
at_At4g31780 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0046509 1\,2-diacylglycerol 3-beta-galactosyltransferase activity
at_At4g34131 GO0008194 UDP-glycosyltransferase activity
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g34135 GO0008194 UDP-glycosyltransferase activity
at_At4g34138 GO0008194 UDP-glycosyltransferase activity
at_At1g13250 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g05900 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g17040 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g20280 GO0016757 transferase activity\, transferring glycosyl groups
GO0046524 sucrose-phosphate synthase activity
at_At5g26310 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g37180 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
at_At5g53990 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g54060 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g59070 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g59580 GO0008194 UDP-glycosyltransferase activity
at_At5g59590 GO0008194 UDP-glycosyltransferase activity
at_At1g24100 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g15480 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g02280 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g02340 - GO0004301 epoxide hydrolase activity
at_At4g09500 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g23790 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
Propertest Accuracy: 65/66 (98.48%)
Propertest Frequency class 'GO0016757': 145/2925 (4.96%)
New (unknown) data (1752 items):
at_At1g22390 - no entry null
at_At4g10060 - GO0005554 molecular_function unknown
at_At5g24750 - GO0005554 molecular_function unknown
at_At5g16120 - GO0016787 hydrolase activity
at_At5g37950 - GO0005554 molecular_function unknown
at_At2g11820 - no entry null
------------------
Rule 382
eval(_1,_2,0.0-9.0e-25),desc(_2,chain) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,glycoprotein) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,malus),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transmembrane) = 1
-> class GO0016757 "transferase activity\, transferring glycosyl groups"
Evaluation on training data (3433 items):
at_At1g01420 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g01570 GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g05280 GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g07850 GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g08660 GO0008373 sialyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g22400 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g74800 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g77810 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g80290 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g25300 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g28080 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36770 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g14960 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g21760 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g21060 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g26940 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g04500 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g05870 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g07720 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g12890 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g16190 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g41460 GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g62620 GO0016758 transferase activity\, transferring hexosyl groups
Training Accuracy: 23/23 (100.00%)
Training Frequency class 'GO0016757': 150/3433 (4.37%)
Evaluation on validation data (1752 items):
at_At5g14860 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g33430 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g43620 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g05170 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g73880 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g74380 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g11420 GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g08280 GO0008373 sialyltransferase activity
at_At2g18790 - GO0004673 protein-histidine kinase activity
GO0004871 signal transducer activity
GO0008020 G-protein coupled photoreceptor activity
at_At2g32390 - GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At2g36750 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36760 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g36780 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g37730 GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g53150 GO0008194 UDP-glycosyltransferase activity
at_At3g21560 GO0008194 UDP-glycosyltransferase activity
at_At4g15240 GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15260 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g16130 - GO0004335 galactokinase activity
GO0005524 ATP binding
at_At1g22340 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g01390 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
Validation Accuracy: 18/21 (85.71%)
Validation Frequency class 'GO0016757': 95/1752 (5.42%)
Evaluation on propertest data (2925 items):
at_At1g26810 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g27120 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g32930 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g53290 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g75020 - GO0008415 acyltransferase activity
at_At1g78270 GO0008194 UDP-glycosyltransferase activity
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g29120 - GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At2g36790 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g26100 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g32430 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g36800 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36970 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g39630 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g02030 - GO0008415 acyltransferase activity
at_At1g11730 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g06440 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g07020 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g21500 - GO0008661 1-deoxy-D-xylulose-5-phosphate synthase activity
at_At3g21800 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g48820 GO0008373 sialyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g55830 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g62720 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g00300 GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g16250 - GO0004673 protein-histidine kinase activity
GO0004871 signal transducer activity
GO0008020 G-protein coupled photoreceptor activity
at_At4g32110 GO0016757 transferase activity\, transferring glycosyl groups
at_At4g37690 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g26310 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g53340 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g57500 GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g59580 GO0008194 UDP-glycosyltransferase activity
at_At4g02500 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g11350 GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
Propertest Accuracy: 27/32 (84.38%)
Propertest Frequency class 'GO0016757': 145/2925 (4.96%)
New (unknown) data (1752 items):
at_At1g09280 - GO0005554 molecular_function unknown
at_At2g22900 - GO0016740 transferase activity
at_At4g21150 - GO0005554 molecular_function unknown
at_At5g24750 - GO0005554 molecular_function unknown
at_At5g41130 - no entry null
at_At1g54570 - no entry null
at_At3g26840 - no entry null
at_At5g41120 - no entry null
------------------
Rule 306
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),desc(_2,precursor) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,malus),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,oryctolagus),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,bradyrhizobium),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,bos) = 1
-> class GO0016757 "transferase activity\, transferring glycosyl groups"
Evaluation on training data (3433 items):
at_At1g27450 GO0003999 adenine phosphoribosyltransferase activity
at_At1g49710 GO0008417 fucosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g71990 GO0008417 fucosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g80050 GO0003999 adenine phosphoribosyltransferase activity
GO0015114 phosphate transporter activity
at_At3g19280 GO0008417 fucosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0017083 4-galactosyl-N-acetylglucosaminide 3-alpha-L-fucosyltransferase activity
at_At4g03340 GO0008375 acetylglucosaminyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g11160 GO0003999 adenine phosphoribosyltransferase activity
at_At5g15050 GO0008375 acetylglucosaminyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g39990 GO0008375 acetylglucosaminyltransferase activity
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'GO0016757': 150/3433 (4.37%)
Evaluation on validation data (1752 items):
at_At4g24490 - GO0004663 RAB-protein geranylgeranyltransferase activity
at_At1g03520 GO0008375 acetylglucosaminyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g36160 - GO0003989 acetyl-CoA carboxylase activity
at_At1g63290 - GO0004750 ribulose-phosphate 3-epimerase activity
at_At1g71070 GO0008375 acetylglucosaminyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g07110 - GO0004331 fructose-2\,6-bisphosphate 2-phosphatase activity
at_At3g15350 GO0008375 acetylglucosaminyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g12440 GO0003999 adenine phosphoribosyltransferase activity
at_At4g27480 GO0008375 acetylglucosaminyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g19740 - GO0016805 dipeptidase activity
at_At5g51350 - GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g67520 - GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
Validation Accuracy: 5/12 (41.67%)
Validation Frequency class 'GO0016757': 95/1752 (5.42%)
Evaluation on propertest data (2925 items):
at_At1g36180 - GO0003989 acetyl-CoA carboxylase activity
at_At1g53100 GO0008375 acetylglucosaminyltransferase activity
at_At3g24040 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g03690 GO0008375 acetylglucosaminyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g54720 - GO0009980 glutamate carboxypeptidase activity
GO0016805 dipeptidase activity
at_At4g22570 GO0003999 adenine phosphoribosyltransferase activity
at_At5g40870 GO0004845 uracil phosphoribosyltransferase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g41820 - GO0004663 RAB-protein geranylgeranyltransferase activity
at_At2g39550 - GO0004662 CAAX-protein geranylgeranyltransferase activity
Propertest Accuracy: 5/9 (55.56%)
Propertest Frequency class 'GO0016757': 145/2925 (4.96%)
New (unknown) data (1752 items):
at_At1g10280 - GO0005554 molecular_function unknown
at_At1g58280 - GO0005554 molecular_function unknown
at_At2g17280 - GO0003824 catalytic activity
at_At2g19160 - GO0005554 molecular_function unknown
at_At3g60440 - GO0005554 molecular_function unknown
at_At4g25870 - GO0005554 molecular_function unknown
at_At5g16170 - GO0005554 molecular_function unknown
at_At5g22070 - GO0005554 molecular_function unknown
at_At2g29700 - GO0005554 molecular_function unknown
at_At3g52060 - GO0005554 molecular_function unknown
at_At1g11940 - GO0005554 molecular_function unknown
at_At3g44330 - GO0005554 molecular_function unknown
at_At1g22170 - GO0003824 catalytic activity
at_At5g11730 - GO0005554 molecular_function unknown
at_At2g42120 - no entry null
at_At1g36170 - no entry null
at_At1g51770 - GO0005554 molecular_function unknown
at_At1g67630 - no entry null
at_At1g68380 - GO0005554 molecular_function unknown
at_At1g68390 - GO0005554 molecular_function unknown
at_At1g73810 - GO0005554 molecular_function unknown
at_At3g52640 - GO0005554 molecular_function unknown
at_At5g64460 - GO0005554 molecular_function unknown
at_At3g26780 - GO0003824 catalytic activity
at_At3g50520 - GO0003824 catalytic activity
at_At3g60450 - GO0005554 molecular_function unknown
at_At5g22110 - no entry null
at_At5g25970 - GO0005554 molecular_function unknown
at_At1g78050 - GO0003824 catalytic activity
at_At3g05170 - GO0003824 catalytic activity
------------------
Rule 763
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,neurospora) = 1
-> class GO0016757 "transferase activity\, transferring glycosyl groups"
Evaluation on training data (3433 items):
at_At1g32180 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g32610 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g33100 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g35650 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g15320 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g23990 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g38190 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g39350 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g03760 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g09870 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g51060 - GO0016175 superoxide-generating NADPH oxidase activity
at_At5g64740 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
Training Accuracy: 11/12 (91.67%)
Training Frequency class 'GO0016757': 150/3433 (4.37%)
Evaluation on validation data (1752 items):
at_At2g24630 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At3g56000 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g24000 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0016757': 95/1752 (5.42%)
Evaluation on propertest data (2925 items):
at_At1g23480 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At1g55850 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g05170 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g21770 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g32530 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g13410 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g15290 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g16590 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
GO0046527 glucosyltransferase activity
at_At4g24010 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g31590 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g32410 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g44030 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g25540 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g32540 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g32620 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At3g03050 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g18780 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
Propertest Accuracy: 17/17 (100.00%)
Propertest Frequency class 'GO0016757': 145/2925 (4.96%)
New (unknown) data (1752 items):
------------------
Rule 358
eval(_1,_2,4.0e-3-0.1),classification(_2,metazoa) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,lactobacillus) = 1
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,glycoprotein),db_ref(_2,sgd) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),classification(_2,pseudomonadales) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
-> class GO0016875 "ligase activity\, forming carbon-oxygen bonds"
Evaluation on training data (3433 items):
at_At1g25350 GO0004819 glutamine-tRNA ligase activity
at_At1g28350 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At1g66530 GO0004814 arginine-tRNA ligase activity
GO0005524 ATP binding
at_At1g79930 - GO0003773 heat shock protein activity
GO0005524 ATP binding
at_At3g13490 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g44740 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g04350 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g10320 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g17300 GO0004816 asparagine-tRNA ligase activity
at_At4g26870 GO0004815 aspartate-tRNA ligase activity
at_At4g31180 GO0004815 aspartate-tRNA ligase activity
GO0005524 ATP binding
at_At4g33760 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At5g26710 GO0004818 glutamate-tRNA ligase activity
Training Accuracy: 12/13 (92.31%)
Training Frequency class 'GO0016875': 13/3433 (0.38%)
Evaluation on validation data (1752 items):
at_At1g32440 - GO0004743 pyruvate kinase activity
at_At1g63290 - GO0004750 ribulose-phosphate 3-epimerase activity
at_At1g70980 GO0004816 asparagine-tRNA ligase activity
at_At2g21370 - GO0004856 xylulokinase activity
at_At3g07420 GO0004816 asparagine-tRNA ligase activity
at_At3g56300 GO0004817 cysteine-tRNA ligase activity
GO0005524 ATP binding
at_At3g58140 GO0004826 phenylalanine-tRNA ligase activity
GO0005524 ATP binding
at_At3g11710 GO0004824 lysine-tRNA ligase activity
GO0005524 ATP binding
at_At4g13780 GO0004825 methionine-tRNA ligase activity
at_At5g38830 GO0004817 cysteine-tRNA ligase activity
GO0005524 ATP binding
at_At5g56660 - GO0008237 metallopeptidase activity
at_At5g64050 GO0004818 glutamate-tRNA ligase activity
at_At5g66360 - GO0000179 rRNA (adenine-N6\,N6-)-dimethyltransferase activity
GO0008649 rRNA methyltransferase activity
at_At1g14610 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At2g31170 GO0004817 cysteine-tRNA ligase activity
GO0005524 ATP binding
Validation Accuracy: 10/15 (66.67%)
Validation Frequency class 'GO0016875': 13/1752 (0.74%)
Evaluation on propertest data (2925 items):
at_At1g45130 - GO0004565 beta-galactosidase activity
at_At4g26300 GO0004814 arginine-tRNA ligase activity
GO0005524 ATP binding
at_At2g25840 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At1g09620 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At1g01860 - GO0016422 mRNA (2'-O-methyladenosine-N6-)-methyltransferase activity
at_At2g47420 - GO0000179 rRNA (adenine-N6\,N6-)-dimethyltransferase activity
GO0008649 rRNA methyltransferase activity
at_At3g62120 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g30310 - GO0019200 carbohydrate kinase activity
at_At4g32210 - GO0000104 succinate dehydrogenase activity
at_At5g16710 - GO0045174 glutathione dehydrogenase (ascorbate) activity
at_At5g26830 GO0004829 threonine-tRNA ligase activity
at_At5g49030 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At5g49650 - GO0004856 xylulokinase activity
at_At5g52520 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g02760 GO0004821 histidine-tRNA ligase activity
at_At5g56680 GO0004816 asparagine-tRNA ligase activity
Propertest Accuracy: 9/16 (56.25%)
Propertest Frequency class 'GO0016875': 16/2925 (0.55%)
New (unknown) data (1752 items):
at_At1g13180 - GO0005200 structural constituent of cytoskeleton
at_At1g16030 - GO0003773 heat shock protein activity
at_At1g21080 - GO0003754 chaperone activity
at_At1g24120 - GO0003754 chaperone activity
at_At1g28210 - GO0003754 chaperone activity
at_At1g31910 - GO0005554 molecular_function unknown
at_At1g34620 - GO0004803 transposase activity
at_At1g51310 - no entry null
at_At1g59980 - GO0003754 chaperone activity
at_At1g64240 - GO0004803 transposase activity
at_At1g64250 - no entry null
at_At1g71000 - GO0003754 chaperone activity
at_At1g76170 - GO0005554 molecular_function unknown
at_At1g77930 - GO0003754 chaperone activity
at_At1g79030 - GO0003754 chaperone activity
at_At1g79920 - GO0003773 heat shock protein activity
at_At1g80920 - GO0003754 chaperone activity
at_At2g26890 - GO0003754 chaperone activity
at_At2g30640 - GO0004803 transposase activity
at_At2g32250 - GO0005554 molecular_function unknown
at_At3g06940 - no entry null
at_At3g08910 - GO0003754 chaperone activity
at_At3g09440 - GO0003773 heat shock protein activity
at_At3g12170 - GO0003754 chaperone activity
at_At3g14200 - GO0003754 chaperone activity
at_At3g32060 - GO0004803 transposase activity
at_At3g43050 - GO0004803 transposase activity
at_At3g62190 - GO0003754 chaperone activity
at_At3g62600 - GO0003754 chaperone activity
at_At4g08890 - GO0004803 transposase activity
at_At4g09380 - GO0004803 transposase activity
at_At4g24280 - GO0003773 heat shock protein activity
at_At4g24830 - no entry null
at_At4g26780 - GO0003754 chaperone activity
at_At4g39150 - GO0003754 chaperone activity
at_At5g09540 - GO0003754 chaperone activity
at_At5g16650 - GO0003754 chaperone activity
at_At5g22060 - GO0003754 chaperone activity
GO0003767 co-chaperone activity
at_At5g27240 - GO0003754 chaperone activity
at_At5g28540 - GO0003773 heat shock protein activity
at_At5g37440 - GO0003754 chaperone activity
at_At5g37750 - GO0003754 chaperone activity
at_At5g37760 - GO0003754 chaperone activity
at_At5g42020 - GO0003773 heat shock protein activity
at_At5g49060 - GO0003754 chaperone activity
at_At5g49580 - GO0003754 chaperone activity
at_At5g50510 - GO0005554 molecular_function unknown
at_At5g50620 - GO0005554 molecular_function unknown
at_At5g55200 - GO0003754 chaperone activity
at_At5g61670 - GO0005554 molecular_function unknown
at_At5g62780 - GO0003754 chaperone activity
at_At1g32820 - GO0004803 transposase activity
at_At1g33460 - no entry null
at_At1g36390 - GO0003754 chaperone activity
at_At1g76700 - GO0003754 chaperone activity
at_At1g77020 - GO0003754 chaperone activity
at_At2g20550 - GO0003754 chaperone activity
at_At2g34860 - GO0005554 molecular_function unknown
at_At2g41000 - GO0003754 chaperone activity
at_At2g44270 - GO0005554 molecular_function unknown
at_At1g16680 - GO0003754 chaperone activity
at_At1g11660 - GO0003773 heat shock protein activity
at_At3g47650 - GO0005554 molecular_function unknown
at_At3g47940 - GO0003754 chaperone activity
at_At4g09350 - GO0003754 chaperone activity
at_At4g28480 - GO0003754 chaperone activity
at_At4g37910 - GO0003773 heat shock protein activity
at_At5g02490 - GO0003773 heat shock protein activity
at_At5g18960 - GO0005554 molecular_function unknown
at_At5g25530 - GO0003754 chaperone activity
at_At5g34890 - no entry null
at_At5g64360 - GO0003754 chaperone activity
at_At1g49920 - GO0005554 molecular_function unknown
at_At1g56410 - GO0003773 heat shock protein activity
at_At1g61770 - GO0003754 chaperone activity
at_At1g64260 - GO0005554 molecular_function unknown
at_At1g68370 - GO0003754 chaperone activity
at_At1g74250 - GO0003754 chaperone activity
at_At1g75690 - GO0005554 molecular_function unknown
at_At1g76320 - GO0005554 molecular_function unknown
at_At3g06250 - GO0005554 molecular_function unknown
at_At4g36040 - GO0003754 chaperone activity
at_At2g01710 - GO0003754 chaperone activity
at_At2g06130 - no entry null
at_At2g14570 - GO0005554 molecular_function unknown
at_At2g15210 - GO0004803 transposase activity
at_At2g20560 - GO0003754 chaperone activity
at_At2g21510 - GO0003754 chaperone activity
at_At2g22360 - GO0003754 chaperone activity
at_At1g09080 - GO0003773 heat shock protein activity
at_At1g09260 - GO0003754 chaperone activity
at_At2g35720 - GO0003754 chaperone activity
at_At3g05850 - GO0004803 transposase activity
at_At3g12580 - GO0003773 heat shock protein activity
at_At3g13310 - GO0003754 chaperone activity
at_At3g20330 - no entry null
at_At3g44110 - GO0003754 chaperone activity
GO0003767 co-chaperone activity
at_At3g45340 - GO0004803 transposase activity
at_At3g57340 - GO0003754 chaperone activity
at_At4g10130 - GO0003754 chaperone activity
at_At4g13830 - GO0003754 chaperone activity
at_At4g15090 - GO0005554 molecular_function unknown
at_At4g19990 - GO0005554 molecular_function unknown
at_At4g37480 - GO0003754 chaperone activity
at_At4g38170 - GO0005554 molecular_function unknown
at_At4g39960 - GO0003754 chaperone activity
at_At5g02500 - GO0003773 heat shock protein activity
at_At5g05750 - GO0003754 chaperone activity
at_At5g06910 - GO0003754 chaperone activity
at_At5g09590 - GO0003773 heat shock protein activity
at_At5g17710 - GO0003754 chaperone activity
at_At5g17840 - GO0005554 molecular_function unknown
at_At5g18140 - GO0003754 chaperone activity
at_At1g49240 - GO0005200 structural constituent of cytoskeleton
at_At1g56300 - GO0003754 chaperone activity
at_At2g05490 - GO0004803 transposase activity
at_At2g07250 - GO0004803 transposase activity
at_At3g24560 - no entry null
------------------
Rule 359
eval(_1,_2,4.0e-3-0.1),classification(_2,metazoa) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,lactobacillus) = 1
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,glycoprotein),db_ref(_2,sgd) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),classification(_2,pseudomonadales) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
-> class GO0016886 "ligase activity\, forming phosphoric ester bonds"
Evaluation on training data (3433 items):
at_At1g25350 GO0004819 glutamine-tRNA ligase activity
at_At1g28350 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At1g66530 GO0004814 arginine-tRNA ligase activity
GO0005524 ATP binding
at_At1g79930 - GO0003773 heat shock protein activity
GO0005524 ATP binding
at_At3g13490 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g44740 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g04350 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g10320 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g17300 GO0004816 asparagine-tRNA ligase activity
at_At4g26870 GO0004815 aspartate-tRNA ligase activity
at_At4g31180 GO0004815 aspartate-tRNA ligase activity
GO0005524 ATP binding
at_At4g33760 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At5g26710 GO0004818 glutamate-tRNA ligase activity
Training Accuracy: 12/13 (92.31%)
Training Frequency class 'GO0016886': 16/3433 (0.47%)
Evaluation on validation data (1752 items):
at_At1g32440 - GO0004743 pyruvate kinase activity
at_At1g63290 - GO0004750 ribulose-phosphate 3-epimerase activity
at_At1g70980 GO0004816 asparagine-tRNA ligase activity
at_At2g21370 - GO0004856 xylulokinase activity
at_At3g07420 GO0004816 asparagine-tRNA ligase activity
at_At3g56300 GO0004817 cysteine-tRNA ligase activity
GO0005524 ATP binding
at_At3g58140 GO0004826 phenylalanine-tRNA ligase activity
GO0005524 ATP binding
at_At3g11710 GO0004824 lysine-tRNA ligase activity
GO0005524 ATP binding
at_At4g13780 GO0004825 methionine-tRNA ligase activity
at_At5g38830 GO0004817 cysteine-tRNA ligase activity
GO0005524 ATP binding
at_At5g56660 - GO0008237 metallopeptidase activity
at_At5g64050 GO0004818 glutamate-tRNA ligase activity
at_At5g66360 - GO0000179 rRNA (adenine-N6\,N6-)-dimethyltransferase activity
GO0008649 rRNA methyltransferase activity
at_At1g14610 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At2g31170 GO0004817 cysteine-tRNA ligase activity
GO0005524 ATP binding
Validation Accuracy: 10/15 (66.67%)
Validation Frequency class 'GO0016886': 13/1752 (0.74%)
Evaluation on propertest data (2925 items):
at_At1g45130 - GO0004565 beta-galactosidase activity
at_At4g26300 GO0004814 arginine-tRNA ligase activity
GO0005524 ATP binding
at_At2g25840 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At1g09620 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At1g01860 - GO0016422 mRNA (2'-O-methyladenosine-N6-)-methyltransferase activity
at_At2g47420 - GO0000179 rRNA (adenine-N6\,N6-)-dimethyltransferase activity
GO0008649 rRNA methyltransferase activity
at_At3g62120 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g30310 - GO0019200 carbohydrate kinase activity
at_At4g32210 - GO0000104 succinate dehydrogenase activity
at_At5g16710 - GO0045174 glutathione dehydrogenase (ascorbate) activity
at_At5g26830 GO0004829 threonine-tRNA ligase activity
at_At5g49030 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At5g49650 - GO0004856 xylulokinase activity
at_At5g52520 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g02760 GO0004821 histidine-tRNA ligase activity
at_At5g56680 GO0004816 asparagine-tRNA ligase activity
Propertest Accuracy: 9/16 (56.25%)
Propertest Frequency class 'GO0016886': 16/2925 (0.55%)
New (unknown) data (1752 items):
at_At1g13180 - GO0005200 structural constituent of cytoskeleton
at_At1g16030 - GO0003773 heat shock protein activity
at_At1g21080 - GO0003754 chaperone activity
at_At1g24120 - GO0003754 chaperone activity
at_At1g28210 - GO0003754 chaperone activity
at_At1g31910 - GO0005554 molecular_function unknown
at_At1g34620 - GO0004803 transposase activity
at_At1g51310 - no entry null
at_At1g59980 - GO0003754 chaperone activity
at_At1g64240 - GO0004803 transposase activity
at_At1g64250 - no entry null
at_At1g71000 - GO0003754 chaperone activity
at_At1g76170 - GO0005554 molecular_function unknown
at_At1g77930 - GO0003754 chaperone activity
at_At1g79030 - GO0003754 chaperone activity
at_At1g79920 - GO0003773 heat shock protein activity
at_At1g80920 - GO0003754 chaperone activity
at_At2g26890 - GO0003754 chaperone activity
at_At2g30640 - GO0004803 transposase activity
at_At2g32250 - GO0005554 molecular_function unknown
at_At3g06940 - no entry null
at_At3g08910 - GO0003754 chaperone activity
at_At3g09440 - GO0003773 heat shock protein activity
at_At3g12170 - GO0003754 chaperone activity
at_At3g14200 - GO0003754 chaperone activity
at_At3g32060 - GO0004803 transposase activity
at_At3g43050 - GO0004803 transposase activity
at_At3g62190 - GO0003754 chaperone activity
at_At3g62600 - GO0003754 chaperone activity
at_At4g08890 - GO0004803 transposase activity
at_At4g09380 - GO0004803 transposase activity
at_At4g24280 - GO0003773 heat shock protein activity
at_At4g24830 - no entry null
at_At4g26780 - GO0003754 chaperone activity
at_At4g39150 - GO0003754 chaperone activity
at_At5g09540 - GO0003754 chaperone activity
at_At5g16650 - GO0003754 chaperone activity
at_At5g22060 - GO0003754 chaperone activity
GO0003767 co-chaperone activity
at_At5g27240 - GO0003754 chaperone activity
at_At5g28540 - GO0003773 heat shock protein activity
at_At5g37440 - GO0003754 chaperone activity
at_At5g37750 - GO0003754 chaperone activity
at_At5g37760 - GO0003754 chaperone activity
at_At5g42020 - GO0003773 heat shock protein activity
at_At5g49060 - GO0003754 chaperone activity
at_At5g49580 - GO0003754 chaperone activity
at_At5g50510 - GO0005554 molecular_function unknown
at_At5g50620 - GO0005554 molecular_function unknown
at_At5g55200 - GO0003754 chaperone activity
at_At5g61670 - GO0005554 molecular_function unknown
at_At5g62780 - GO0003754 chaperone activity
at_At1g32820 - GO0004803 transposase activity
at_At1g33460 - no entry null
at_At1g36390 - GO0003754 chaperone activity
at_At1g76700 - GO0003754 chaperone activity
at_At1g77020 - GO0003754 chaperone activity
at_At2g20550 - GO0003754 chaperone activity
at_At2g34860 - GO0005554 molecular_function unknown
at_At2g41000 - GO0003754 chaperone activity
at_At2g44270 - GO0005554 molecular_function unknown
at_At1g16680 - GO0003754 chaperone activity
at_At1g11660 - GO0003773 heat shock protein activity
at_At3g47650 - GO0005554 molecular_function unknown
at_At3g47940 - GO0003754 chaperone activity
at_At4g09350 - GO0003754 chaperone activity
at_At4g28480 - GO0003754 chaperone activity
at_At4g37910 - GO0003773 heat shock protein activity
at_At5g02490 - GO0003773 heat shock protein activity
at_At5g18960 - GO0005554 molecular_function unknown
at_At5g25530 - GO0003754 chaperone activity
at_At5g34890 - no entry null
at_At5g64360 - GO0003754 chaperone activity
at_At1g49920 - GO0005554 molecular_function unknown
at_At1g56410 - GO0003773 heat shock protein activity
at_At1g61770 - GO0003754 chaperone activity
at_At1g64260 - GO0005554 molecular_function unknown
at_At1g68370 - GO0003754 chaperone activity
at_At1g74250 - GO0003754 chaperone activity
at_At1g75690 - GO0005554 molecular_function unknown
at_At1g76320 - GO0005554 molecular_function unknown
at_At3g06250 - GO0005554 molecular_function unknown
at_At4g36040 - GO0003754 chaperone activity
at_At2g01710 - GO0003754 chaperone activity
at_At2g06130 - no entry null
at_At2g14570 - GO0005554 molecular_function unknown
at_At2g15210 - GO0004803 transposase activity
at_At2g20560 - GO0003754 chaperone activity
at_At2g21510 - GO0003754 chaperone activity
at_At2g22360 - GO0003754 chaperone activity
at_At1g09080 - GO0003773 heat shock protein activity
at_At1g09260 - GO0003754 chaperone activity
at_At2g35720 - GO0003754 chaperone activity
at_At3g05850 - GO0004803 transposase activity
at_At3g12580 - GO0003773 heat shock protein activity
at_At3g13310 - GO0003754 chaperone activity
at_At3g20330 - no entry null
at_At3g44110 - GO0003754 chaperone activity
GO0003767 co-chaperone activity
at_At3g45340 - GO0004803 transposase activity
at_At3g57340 - GO0003754 chaperone activity
at_At4g10130 - GO0003754 chaperone activity
at_At4g13830 - GO0003754 chaperone activity
at_At4g15090 - GO0005554 molecular_function unknown
at_At4g19990 - GO0005554 molecular_function unknown
at_At4g37480 - GO0003754 chaperone activity
at_At4g38170 - GO0005554 molecular_function unknown
at_At4g39960 - GO0003754 chaperone activity
at_At5g02500 - GO0003773 heat shock protein activity
at_At5g05750 - GO0003754 chaperone activity
at_At5g06910 - GO0003754 chaperone activity
at_At5g09590 - GO0003773 heat shock protein activity
at_At5g17710 - GO0003754 chaperone activity
at_At5g17840 - GO0005554 molecular_function unknown
at_At5g18140 - GO0003754 chaperone activity
at_At1g49240 - GO0005200 structural constituent of cytoskeleton
at_At1g56300 - GO0003754 chaperone activity
at_At2g05490 - GO0004803 transposase activity
at_At2g07250 - GO0004803 transposase activity
at_At3g24560 - no entry null
------------------
Rule 664
eval(_1,_2,4.0e-3-0.1),classification(_2,mollusca) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,nicotiana),db_ref(_2,pir) = 0
eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,38820.0-54204.0),classification(_2,buchnera) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transferase),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,caryophyllales),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,cyanobacteria),db_ref(_2,smart) = 0
-> class GO0016903 "oxidoreductase activity\, acting on the aldehyde or oxo group of donors"
Evaluation on training data (3433 items):
at_At1g13440 GO0008943 glyceraldehyde-3-phosphate dehydrogenase activity
at_At1g14810 GO0016620 oxidoreductase activity\, acting on the aldehyde or oxo group of donors\, NAD or NADP as acceptor
at_At1g23800 GO0004028 aldehyde dehydrogenase activity
at_At1g42970 GO0008886 glyceraldehyde-3-phosphate dehydrogenase (NADP+) activity
GO0008943 glyceraldehyde-3-phosphate dehydrogenase activity
at_At1g44170 GO0004028 aldehyde dehydrogenase activity
at_At1g74920 GO0004028 aldehyde dehydrogenase activity
at_At1g79440 GO0004028 aldehyde dehydrogenase activity
at_At2g19940 GO0016620 oxidoreductase activity\, acting on the aldehyde or oxo group of donors\, NAD or NADP as acceptor
at_At2g24270 GO0004028 aldehyde dehydrogenase activity
at_At3g24090 - GO0008483 transaminase activity
at_At3g26650 GO0008943 glyceraldehyde-3-phosphate dehydrogenase activity
at_At4g34240 GO0004028 aldehyde dehydrogenase activity
at_At4g36250 GO0004028 aldehyde dehydrogenase activity
Training Accuracy: 12/13 (92.31%)
Training Frequency class 'GO0016903': 27/3433 (0.79%)
Evaluation on validation data (1752 items):
at_At1g54100 GO0004028 aldehyde dehydrogenase activity
at_At2g36230 - GO0003949 1-(5-phosphoribosyl)-5-[(5-phosphoribosylamino)methylideneamino]imidazole-4-carboxamide isomerase activity
at_At3g66658 GO0004028 aldehyde dehydrogenase activity
at_At5g61410 - GO0004750 ribulose-phosphate 3-epimerase activity
Validation Accuracy: 2/4 (50.00%)
Validation Frequency class 'GO0016903': 4/1752 (0.23%)
Evaluation on propertest data (2925 items):
at_At1g07780 - GO0004640 phosphoribosylanthranilate isomerase activity
at_At2g16570 - GO0004044 amidophosphoribosyltransferase activity
at_At3g04120 GO0004365 glyceraldehyde-3-phosphate dehydrogenase (phosphorylating) activity
GO0008943 glyceraldehyde-3-phosphate dehydrogenase activity
at_At3g48000 GO0004028 aldehyde dehydrogenase activity
at_At3g48170 GO0004028 aldehyde dehydrogenase activity
at_At4g34740 - GO0004044 amidophosphoribosyltransferase activity
at_At4g38880 - GO0004044 amidophosphoribosyltransferase activity
at_At5g05590 - GO0004640 phosphoribosylanthranilate isomerase activity
at_At5g62530 GO0004028 aldehyde dehydrogenase activity
Propertest Accuracy: 4/9 (44.44%)
Propertest Frequency class 'GO0016903': 23/2925 (0.79%)
New (unknown) data (1752 items):
at_At1g51720 - GO0016491 oxidoreductase activity
at_At3g16050 - GO0005554 molecular_function unknown
at_At3g22850 - GO0005554 molecular_function unknown
at_At4g27450 - GO0005554 molecular_function unknown
at_At5g38510 - GO0005554 molecular_function unknown
at_At2g14200 - no entry null
at_At2g38230 - GO0005554 molecular_function unknown
at_At3g15450 - GO0005554 molecular_function unknown
at_At5g19140 - GO0005554 molecular_function unknown
at_At5g43830 - GO0005554 molecular_function unknown
------------------
Rule 141
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,rosidae),keyword(_2,coiled_coil) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),keyword(_2,transcription_regulation) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,ovis),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
-> class GO0046914 "transition metal ion binding"
Evaluation on training data (3433 items):
at_At1g18760 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g23980 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g49200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g53820 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g61140 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At1g74410 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g80400 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g04240 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g20650 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g27940 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g29840 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g34990 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g18930 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g19950 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g43430 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g47990 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g53410 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g58720 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g60080 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g61180 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g10160 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g11360 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g11370 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g23450 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g30400 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g01980 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g03200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05130 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At5g05280 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05530 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05810 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g10380 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g17600 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g43420 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g45290 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g59550 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g66070 GO0005515 protein binding
GO0008270 zinc ion binding
Training Accuracy: 37/37 (100.00%)
Training Frequency class 'GO0046914': 195/3433 (5.68%)
Evaluation on validation data (1752 items):
at_At3g61550 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g35330 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g50410 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At1g70910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g79810 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g02960 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g35420 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g37950 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g46160 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g53310 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g56580 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g17970 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g18780 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g14970 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g15740 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g14260 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g42830 - GO0004842 ubiquitin-protein ligase activity
at_At3g46620 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g12150 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g12190 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g12210 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g21960 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05830 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g19080 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g19430 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g27420 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g37230 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g53910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g66160 GO0005515 protein binding
GO0008233 peptidase activity
GO0008270 zinc ion binding
at_At1g15100 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g72200 GO0005515 protein binding
GO0008270 zinc ion binding
Validation Accuracy: 29/31 (93.55%)
Validation Frequency class 'GO0046914': 98/1752 (5.59%)
Evaluation on propertest data (2925 items):
at_At1g32360 - GO0003676 nucleic acid binding
GO0003700 transcription factor activity
at_At1g04360 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g04790 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g53010 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g68070 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g69330 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g73760 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74760 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g35000 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g06140 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g23280 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g17920 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g26400 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g26580 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g15580 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g20030 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g22120 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g24480 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g11020 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g02290 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g03550 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g05870 GO0004842 ubiquitin-protein ligase activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g11110 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g13430 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g16720 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g20010 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At3g28620 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g30460 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g60220 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g62690 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g05350 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g12760 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g12140 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g13490 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g14220 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g20910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g25780 - GO0003676 nucleic acid binding
GO0003743 translation initiation factor activity
at_At5g37250 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41440 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g54990 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g08840 - GO0004003 ATP-dependent DNA helicase activity
at_At2g28920 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g05200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g10810 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g09100 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g09110 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g09120 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g09130 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g11680 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g43200 GO0005515 protein binding
GO0008270 zinc ion binding
Propertest Accuracy: 47/50 (94.00%)
Propertest Frequency class 'GO0046914': 187/2925 (6.39%)
New (unknown) data (1752 items):
at_At1g03060 - GO0005554 molecular_function unknown
at_At1g18770 - no entry null
at_At1g26290 - GO0005554 molecular_function unknown
at_At1g36810 - no entry null
at_At1g59560 - GO0005554 molecular_function unknown
at_At1g63900 - no entry null
at_At1g66620 - GO0005554 molecular_function unknown
at_At1g66650 - GO0005554 molecular_function unknown
at_At1g67800 - GO0005554 molecular_function unknown
at_At1g79380 - GO0005554 molecular_function unknown
at_At2g01250 - GO0003735 structural constituent of ribosome
at_At2g05430 - GO0005554 molecular_function unknown
at_At2g17940 - GO0005554 molecular_function unknown
at_At2g27740 - GO0005554 molecular_function unknown
at_At2g30380 - GO0005554 molecular_function unknown
at_At2g45130 - GO0005554 molecular_function unknown
at_At3g10640 - GO0005554 molecular_function unknown
at_At3g13580 - GO0003735 structural constituent of ribosome
at_At3g22480 - GO0005554 molecular_function unknown
at_At3g30810 - GO0005554 molecular_function unknown
at_At3g52900 - GO0005554 molecular_function unknown
at_At3g58360 - GO0005554 molecular_function unknown
at_At4g02570 - GO0005554 molecular_function unknown
at_At4g04560 - no entry null
at_At4g17910 - GO0005554 molecular_function unknown
at_At4g35840 - GO0005554 molecular_function unknown
at_At5g37870 - GO0005554 molecular_function unknown
at_At5g37930 - GO0005554 molecular_function unknown
at_At5g43680 - GO0005554 molecular_function unknown
at_At5g54730 - GO0005554 molecular_function unknown
at_At5g56830 - no entry null
at_At5g57750 - no entry null
at_At5g66600 - GO0005554 molecular_function unknown
at_At1g36950 - GO0005554 molecular_function unknown
at_At1g77140 - GO0008565 protein transporter activity
at_At2g16150 - no entry null
at_At2g33090 - GO0005554 molecular_function unknown
at_At3g09980 - GO0005554 molecular_function unknown
at_At3g14250 - GO0005554 molecular_function unknown
at_At3g17520 - GO0005554 molecular_function unknown
at_At3g43750 - GO0005554 molecular_function unknown
at_At3g45510 - GO0005554 molecular_function unknown
at_At4g07620 - GO0005554 molecular_function unknown
at_At4g21350 - GO0005554 molecular_function unknown
at_At5g03660 - GO0005554 molecular_function unknown
at_At5g08140 - no entry null
at_At5g11620 - GO0005554 molecular_function unknown
at_At1g24580 - no entry null
at_At5g30480 - GO0005554 molecular_function unknown
at_At5g37280 - no entry null
at_At5g40300 - GO0005554 molecular_function unknown
at_At5g47180 - GO0005198 structural molecule activity
at_At1g51010 - GO0005554 molecular_function unknown
at_At1g05120 - no entry null
at_At1g68740 - GO0005554 molecular_function unknown
at_At3g15490 - GO0005554 molecular_function unknown
at_At3g43180 - no entry null
at_At3g52920 - GO0005554 molecular_function unknown
at_At5g14420 - GO0005554 molecular_function unknown
at_At3g13300 - GO0000166 nucleotide binding
GO0005554 molecular_function unknown
at_At3g45470 - GO0005554 molecular_function unknown
at_At4g14360 - GO0005554 molecular_function unknown
at_At4g14900 - GO0005554 molecular_function unknown
at_At4g37880 - GO0005554 molecular_function unknown
at_At1g13330 - GO0005554 molecular_function unknown
at_At5g10060 - GO0005554 molecular_function unknown
at_At5g13150 - GO0005515 protein binding
at_At5g65180 - GO0005554 molecular_function unknown
at_At1g17730 - GO0005554 molecular_function unknown
at_At1g68820 - GO0005554 molecular_function unknown
at_At3g58280 - GO0005554 molecular_function unknown
at_At5g64180 - GO0005554 molecular_function unknown
------------------
Rule 110
eval(_1,_2,4.0e-3-0.1),classification(_2,neisseriales) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,core_eudicots),keyword(_2,mitochondrion) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,rhodobacter),db_ref(_2,pir) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,sigmurethra),db_ref(_2,interpro) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,pezizomycotina),desc(_2,chain) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,eumalacostraca) = 1
eval(_1,_2,0.0-9.0e-25),db_ref(_2,smart),desc(_2,in) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),keyword(_2,transcription_regulation) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,malus),db_ref(_2,prosite) = 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,cetartiodactyla),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,electron_transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
-> class GO0046914 "transition metal ion binding"
Evaluation on training data (3433 items):
at_At1g02030 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g25250 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g28050 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g50440 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g51220 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g55110 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g17180 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g26940 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g28200 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g28710 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g45120 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g20880 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g23130 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g49930 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g62970 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g08590 GO0008270 zinc ion binding
at_At4g35280 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g02380 GO0005507 copper ion binding
at_At5g05120 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g06070 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g10970 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g18650 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g22890 - GO0003700 transcription factor activity
at_At5g43540 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g57520 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g59000 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g60470 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g63280 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g64610 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
Training Accuracy: 28/29 (96.55%)
Training Frequency class 'GO0046914': 195/3433 (5.68%)
Evaluation on validation data (1752 items):
at_At1g03140 - GO0008248 pre-mRNA splicing factor activity
at_At1g03840 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g08290 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g33500 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g37430 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g37950 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g10480 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g18780 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g16000 - GO0003677 DNA binding
at_At3g45260 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g35610 - GO0003700 transcription factor activity
at_At5g01860 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g03510 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g04390 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g05610 - GO0003677 DNA binding
at_At5g05830 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g26590 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g27730 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g61470 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g67270 - GO0008017 microtubule binding
at_At5g67450 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g02040 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g14580 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g19580 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
Validation Accuracy: 19/24 (79.17%)
Validation Frequency class 'GO0046914': 98/1752 (5.59%)
Evaluation on propertest data (2925 items):
at_At1g34790 - GO0003700 transcription factor activity
at_At1g66170 - GO0003677 DNA binding
at_At1g67030 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g80730 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g17810 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g18060 - GO0030276 clathrin binding
at_At4g27310 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g35700 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g15480 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g25160 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g07610 GO0005507 copper ion binding
at_At2g31380 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g32000 - GO0003677 DNA binding
GO0003917 DNA topoisomerase type I activity
at_At3g01030 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g11200 - GO0003677 DNA binding
at_At3g13810 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g50700 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g53600 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g57670 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g60580 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g13290 - GO0003700 transcription factor activity
at_At5g04340 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g13400 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g14140 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g25560 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g59820 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g14510 - GO0003677 DNA binding
at_At1g07600 GO0005507 copper ion binding
GO0046872 metal ion binding
at_At1g08740 - GO0008234 cysteine-type peptidase activity
at_At2g41940 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
Propertest Accuracy: 22/30 (73.33%)
Propertest Frequency class 'GO0046914': 187/2925 (6.39%)
New (unknown) data (1752 items):
at_At1g02110 - GO0005554 molecular_function unknown
at_At1g03060 - GO0005554 molecular_function unknown
at_At1g03760 - GO0003754 chaperone activity
at_At1g04060 - no entry null
at_At1g10890 - GO0005554 molecular_function unknown
at_At1g17070 - GO0003676 nucleic acid binding
at_At1g20990 - GO0005554 molecular_function unknown
at_At1g24630 - no entry null
at_At1g44050 - GO0005554 molecular_function unknown
at_At1g61710 - GO0005554 molecular_function unknown
at_At1g70100 - GO0005554 molecular_function unknown
at_At1g72960 - no entry null
at_At2g11080 - no entry null
at_At2g13320 - GO0005554 molecular_function unknown
at_At2g15270 - GO0005554 molecular_function unknown
at_At2g17740 - GO0005554 molecular_function unknown
at_At2g21150 - GO0005554 molecular_function unknown
at_At2g23140 - GO0005554 molecular_function unknown
at_At2g28280 - no entry null
at_At2g37820 - GO0005554 molecular_function unknown
at_At2g42060 - GO0005554 molecular_function unknown
at_At2g44370 - GO0005554 molecular_function unknown
at_At3g10690 - no entry null
at_At3g13130 - GO0005554 molecular_function unknown
at_At3g14110 - GO0005554 molecular_function unknown
at_At3g18390 - GO0005554 molecular_function unknown
at_At3g21810 - GO0003676 nucleic acid binding
at_At3g23070 - GO0005554 molecular_function unknown
at_At3g25850 - GO0005554 molecular_function unknown
at_At3g27860 - GO0005554 molecular_function unknown
at_At3g46810 - GO0005554 molecular_function unknown
at_At3g51290 - GO0005554 molecular_function unknown
at_At3g59130 - GO0005554 molecular_function unknown
at_At4g31520 - GO0005554 molecular_function unknown
at_At5g02360 - GO0005554 molecular_function unknown
at_At5g07220 - GO0005515 protein binding
at_At5g08770 - GO0005554 molecular_function unknown
at_At5g46020 - GO0005554 molecular_function unknown
at_At5g46660 - GO0005554 molecular_function unknown
at_At5g46670 - GO0005554 molecular_function unknown
at_At5g51330 - GO0005554 molecular_function unknown
at_At5g52910 - GO0005554 molecular_function unknown
at_At5g57640 - GO0005554 molecular_function unknown
at_At5g63320 - GO0005554 molecular_function unknown
at_At5g64870 - GO0005554 molecular_function unknown
at_At5g66310 - no entry null
at_At2g06840 - GO0005554 molecular_function unknown
at_At3g10170 - no entry null
at_At2g04270 - GO0005554 molecular_function unknown
at_At2g11610 - no entry null
at_At2g34640 - GO0005554 molecular_function unknown
at_At2g44390 - GO0005554 molecular_function unknown
at_At1g12440 - GO0005554 molecular_function unknown
at_At3g16780 - GO0003735 structural constituent of ribosome
at_At3g21050 - GO0005554 molecular_function unknown
at_At4g04410 - no entry null
at_At4g05600 - no entry null
at_At4g08460 - GO0005554 molecular_function unknown
at_At4g09690 - GO0005554 molecular_function unknown
at_At4g24170 - no entry null
at_At4g30350 - GO0005554 molecular_function unknown
at_At5g08600 - GO0005554 molecular_function unknown
at_At5g43520 - GO0005554 molecular_function unknown
at_At5g54410 - GO0005554 molecular_function unknown
at_At5g55770 - GO0005554 molecular_function unknown
at_At1g33520 - GO0003676 nucleic acid binding
at_At1g35270 - no entry null
at_At1g61040 - GO0005554 molecular_function unknown
at_At1g80750 - GO0003735 structural constituent of ribosome
at_At3g14780 - GO0005554 molecular_function unknown
at_At5g05060 - GO0005554 molecular_function unknown
at_At5g64420 - GO0005554 molecular_function unknown
at_At2g14590 - GO0005554 molecular_function unknown
at_At2g17980 - GO0008565 protein transporter activity
at_At2g19090 - GO0005554 molecular_function unknown
at_At2g21810 - GO0005554 molecular_function unknown
at_At2g30530 - GO0005554 molecular_function unknown
at_At1g09920 - GO0005554 molecular_function unknown
at_At2g37810 - GO0005554 molecular_function unknown
at_At2g44380 - GO0005554 molecular_function unknown
at_At2g44860 - GO0003735 structural constituent of ribosome
at_At3g13200 - GO0005554 molecular_function unknown
at_At1g01950 - no entry null
at_At3g26250 - GO0005554 molecular_function unknown
at_At3g32990 - GO0000260 hydrogen-translocating V-type ATPase activity
at_At3g48200 - GO0005554 molecular_function unknown
at_At3g54570 - GO0005554 molecular_function unknown
at_At3g57130 - GO0005515 protein binding
at_At4g04280 - GO0004803 transposase activity
at_At4g13670 - GO0005554 molecular_function unknown
at_At4g16440 - no entry null
at_At4g39190 - GO0005554 molecular_function unknown
at_At5g13130 - GO0005554 molecular_function unknown
at_At5g17090 - GO0005554 molecular_function unknown
at_At5g22920 - no entry null
at_At5g41310 - no entry null
at_At5g44310 - GO0005554 molecular_function unknown
at_At5g51670 - GO0005554 molecular_function unknown
at_At5g61950 - GO0005554 molecular_function unknown
at_At2g17080 - GO0005554 molecular_function unknown
at_At4g02940 - GO0005554 molecular_function unknown
at_At4g33200 - GO0003774 motor activity
GO0005515 protein binding
------------------
Rule 133
eval(_1,_2,4.0e-3-0.1),species(_2,mycoplasma_genitalium) = 0
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,calcium_binding),desc(_2,alpha) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,rosidae),keyword(_2,coiled_coil) = 0
eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,485.0-667.0),classification(_2,kinetoplastida) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),keyword(_2,transcription_regulation) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,trypanosoma),desc(_2,putative) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
-> class GO0046914 "transition metal ion binding"
Evaluation on training data (3433 items):
at_At1g14200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g35630 GO0005515 protein binding
GO0008233 peptidase activity
GO0008270 zinc ion binding
at_At1g49210 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g51930 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g68180 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g01150 GO0004842 ubiquitin-protein ligase activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g39100 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g03510 GO0004842 ubiquitin-protein ligase activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g08590 GO0008270 zinc ion binding
at_At4g18110 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g38140 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g06490 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g07040 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g46650 GO0005515 protein binding
GO0008270 zinc ion binding
Training Accuracy: 14/14 (100.00%)
Training Frequency class 'GO0046914': 195/3433 (5.68%)
Evaluation on validation data (1752 items):
at_At1g51290 - GO0004842 ubiquitin-protein ligase activity
at_At1g76410 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g18670 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g55530 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g30370 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g01520 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41400 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g02610 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g42350 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g42360 GO0005515 protein binding
GO0008270 zinc ion binding
Validation Accuracy: 9/10 (90.00%)
Validation Frequency class 'GO0046914': 98/1752 (5.59%)
Evaluation on propertest data (2925 items):
at_At1g20810 - GO0003735 structural constituent of ribosome
GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At1g26800 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g57730 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g63840 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74620 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g47610 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g02780 - GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g31020 - GO0008142 oxysterol binding
at_At2g47560 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g06400 - GO0008094 DNA-dependent ATPase activity
at_At3g14320 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g01880 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g02750 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41450 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g42200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g10910 GO0005515 protein binding
GO0008270 zinc ion binding
Propertest Accuracy: 12/16 (75.00%)
Propertest Frequency class 'GO0046914': 187/2925 (6.39%)
New (unknown) data (1752 items):
at_At1g09650 - GO0005554 molecular_function unknown
at_At1g11620 - GO0005554 molecular_function unknown
at_At1g12190 - GO0005554 molecular_function unknown
at_At1g16820 - GO0005554 molecular_function unknown
at_At1g27010 - no entry null
at_At1g27540 - GO0005554 molecular_function unknown
at_At1g47800 - GO0005554 molecular_function unknown
at_At1g49220 - no entry null
at_At1g49360 - GO0005554 molecular_function unknown
at_At1g49780 - GO0005554 molecular_function unknown
at_At1g54550 - GO0005554 molecular_function unknown
at_At1g57580 - GO0005554 molecular_function unknown
at_At1g77830 - no entry null
at_At2g14290 - GO0005554 molecular_function unknown
at_At2g14500 - GO0005554 molecular_function unknown
at_At2g26160 - GO0005554 molecular_function unknown
at_At2g34000 - GO0005554 molecular_function unknown
at_At2g35910 - GO0005554 molecular_function unknown
at_At2g38190 - no entry null
at_At2g38590 - GO0005554 molecular_function unknown
at_At3g13680 - GO0005554 molecular_function unknown
at_At3g13820 - GO0005554 molecular_function unknown
at_At3g17320 - GO0005554 molecular_function unknown
at_At3g17500 - GO0005554 molecular_function unknown
at_At3g19140 - GO0005554 molecular_function unknown
at_At3g19380 - GO0005554 molecular_function unknown
at_At3g19470 - GO0005554 molecular_function unknown
at_At3g19890 - GO0005554 molecular_function unknown
at_At3g22650 - GO0005554 molecular_function unknown
at_At3g22870 - GO0005554 molecular_function unknown
at_At3g23260 - GO0005554 molecular_function unknown
at_At3g24580 - GO0005554 molecular_function unknown
at_At3g26010 - GO0005554 molecular_function unknown
at_At3g47160 - GO0005554 molecular_function unknown
at_At3g54360 - GO0005554 molecular_function unknown
at_At3g59940 - GO0005554 molecular_function unknown
at_At4g12810 - GO0005554 molecular_function unknown
at_At4g19490 - GO0005554 molecular_function unknown
at_At5g03970 - GO0005554 molecular_function unknown
at_At5g14240 - GO0005554 molecular_function unknown
at_At5g22310 - GO0005554 molecular_function unknown
at_At5g32600 - GO0005554 molecular_function unknown
at_At5g51160 - GO0005515 protein binding
at_At1g52490 - GO0005554 molecular_function unknown
at_At2g18840 - GO0005554 molecular_function unknown
at_At2g22560 - GO0005554 molecular_function unknown
at_At2g33190 - GO0005554 molecular_function unknown
at_At2g36300 - GO0005554 molecular_function unknown
at_At1g10110 - GO0005554 molecular_function unknown
at_At3g56470 - GO0005554 molecular_function unknown
at_At3g12380 - GO0005554 molecular_function unknown
at_At3g17620 - GO0005554 molecular_function unknown
at_At3g21170 - GO0005554 molecular_function unknown
at_At3g22800 - GO0005515 protein binding
at_At3g24760 - GO0005554 molecular_function unknown
at_At4g22180 - GO0005554 molecular_function unknown
at_At5g25290 - GO0005554 molecular_function unknown
at_At1g18190 - GO0005554 molecular_function unknown
at_At1g20940 - GO0005554 molecular_function unknown
at_At1g24440 - GO0005554 molecular_function unknown
at_At1g32430 - GO0005554 molecular_function unknown
at_At1g55550 - no entry null
at_At1g57790 - GO0005554 molecular_function unknown
at_At1g58090 - GO0005554 molecular_function unknown
at_At1g79280 - GO0005554 molecular_function unknown
at_At2g11210 - no entry null
at_At2g17730 - no entry null
at_At3g61460 - GO0005554 molecular_function unknown
at_At4g35480 - GO0005554 molecular_function unknown
at_At5g47300 - GO0005554 molecular_function unknown
at_At5g56220 - GO0005554 molecular_function unknown
at_At2g17460 - no entry null
at_At2g18780 - GO0005554 molecular_function unknown
at_At1g01680 - GO0005554 molecular_function unknown
at_At3g01000 - no entry null
at_At3g05130 - GO0005554 molecular_function unknown
at_At3g18720 - GO0005554 molecular_function unknown
at_At3g20690 - GO0005554 molecular_function unknown
at_At3g20710 - GO0005554 molecular_function unknown
at_At3g49520 - GO0005554 molecular_function unknown
at_At4g15970 - GO0005554 molecular_function unknown
at_At4g22170 - GO0005554 molecular_function unknown
at_At5g14160 - GO0005554 molecular_function unknown
at_At5g37220 - GO0005554 molecular_function unknown
at_At5g51000 - GO0005554 molecular_function unknown
at_At5g58530 - no entry null
at_At1g70380 - GO0005554 molecular_function unknown
at_At3g24480 - GO0005515 protein binding
------------------
Rule 567
eval(_1,_2,4.0e-3-0.1),classification(_2,actinobacteria) = 0
eval(_1,_2,9.0e-25-8.0e-10),species(_2,bacillus_subtilis) = 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),keyword(_2,oxidoreductase),desc(_2,precursor) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,caryophyllales),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,escherichia),species(_2,escherichia_coli) = 1
-> class GO0046914 "transition metal ion binding"
Evaluation on training data (3433 items):
at_At1g18140 GO0005507 copper ion binding
GO0008471 laccase activity
at_At1g21850 GO0005507 copper ion binding
at_At1g31680 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At1g62810 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At1g71040 GO0005507 copper ion binding
at_At1g75790 GO0005507 copper ion binding
at_At2g27150 - GO0004031 aldehyde oxidase activity
at_At2g29130 GO0005507 copper ion binding
GO0008471 laccase activity
at_At2g30210 GO0005507 copper ion binding
GO0008471 laccase activity
at_At2g38080 GO0005507 copper ion binding
GO0008471 laccase activity
at_At2g42490 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At3g13390 GO0005507 copper ion binding
at_At3g13400 GO0005507 copper ion binding
at_At3g43670 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g12290 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g12420 GO0005507 copper ion binding
at_At4g14940 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g25240 GO0005507 copper ion binding
at_At4g37160 GO0005507 copper ion binding
at_At4g39830 GO0005507 copper ion binding
GO0008447 L-ascorbate oxidase activity
at_At5g01050 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g05390 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g07130 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g48100 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g51480 GO0005507 copper ion binding
at_At5g58910 GO0005507 copper ion binding
GO0008471 laccase activity
Training Accuracy: 25/26 (96.15%)
Training Frequency class 'GO0046914': 195/3433 (5.68%)
Evaluation on validation data (1752 items):
at_At1g31710 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At1g55570 GO0005507 copper ion binding
at_At1g76160 GO0005507 copper ion binding
at_At3g43600 - GO0004031 aldehyde oxidase activity
at_At4g12280 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g34890 - GO0004854 xanthine dehydrogenase activity
at_At4g36400 - GO0009055 electron carrier activity
at_At4g38420 GO0005507 copper ion binding
at_At1g21860 GO0005507 copper ion binding
at_At5g06580 - GO0004458 D-lactate dehydrogenase (cytochrome) activity
at_At5g62790 - GO0030604 1-deoxy-D-xylulose-5-phosphate reductoisomerase activity
Validation Accuracy: 6/11 (54.55%)
Validation Frequency class 'GO0046914': 98/1752 (5.59%)
Evaluation on propertest data (2925 items):
at_At1g32550 - GO0009055 electron carrier activity
at_At1g41830 GO0005507 copper ion binding
at_At1g04580 - GO0004031 aldehyde oxidase activity
at_At1g55560 GO0005507 copper ion binding
at_At2g40370 GO0005507 copper ion binding
GO0008471 laccase activity
at_At2g23630 GO0005507 copper ion binding
at_At2g46570 GO0005507 copper ion binding
GO0008471 laccase activity
at_At3g09220 GO0005507 copper ion binding
GO0008471 laccase activity
at_At4g12270 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g22010 GO0005507 copper ion binding
at_At4g28090 GO0005507 copper ion binding
at_At5g01040 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g01190 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g03260 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g09360 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g20960 - GO0004031 aldehyde oxidase activity
at_At5g21100 GO0005507 copper ion binding
GO0008447 L-ascorbate oxidase activity
at_At5g48450 GO0005507 copper ion binding
at_At5g60020 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g66920 GO0005507 copper ion binding
at_At1g23010 GO0005507 copper ion binding
at_At1g31670 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At1g31690 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g02980 - GO0010011 auxin binding
Propertest Accuracy: 20/24 (83.33%)
Propertest Frequency class 'GO0046914': 187/2925 (6.39%)
New (unknown) data (1752 items):
at_At1g19900 - GO0005554 molecular_function unknown
at_At1g74790 - GO0005554 molecular_function unknown
at_At2g46750 - GO0005554 molecular_function unknown
at_At3g43820 - no entry null
at_At3g49360 - GO0003824 catalytic activity
at_At5g24410 - GO0005554 molecular_function unknown
at_At5g39970 - GO0005554 molecular_function unknown
at_At1g13700 - GO0003824 catalytic activity
at_At5g24400 - GO0003824 catalytic activity
at_At1g31700 - no entry null
at_At5g24420 - GO0005554 molecular_function unknown
at_At3g19820 - GO0003824 catalytic activity
at_At5g28310 - GO0016491 oxidoreductase activity
at_At5g62630 - GO0005554 molecular_function unknown
at_At5g63890 - no entry null
------------------
Rule 535
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,proteobacteria),desc(_2,subunit) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,electron_transport) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),db_ref(_2,prodom) = 1
-> class GO0046914 "transition metal ion binding"
Evaluation on training data (3433 items):
at_At1g17800 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g48940 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g72230 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At2g20650 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g20570 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At3g60270 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g12880 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g14350 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g20230 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g57920 GO0005489 electron transporter activity
GO0005507 copper ion binding
Training Accuracy: 10/10 (100.00%)
Training Frequency class 'GO0046914': 195/3433 (5.68%)
Evaluation on validation data (1752 items):
at_At1g64640 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At3g27200 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g31840 GO0005489 electron transporter activity
GO0005507 copper ion binding
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0046914': 98/1752 (5.59%)
Evaluation on propertest data (2925 items):
at_At1g22480 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g76100 GO0005507 copper ion binding
at_At5g15350 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At2g02850 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At2g25060 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At3g01070 GO0005489 electron transporter activity
GO0005507 copper ion binding
Propertest Accuracy: 6/6 (100.00%)
Propertest Frequency class 'GO0046914': 187/2925 (6.39%)
New (unknown) data (1752 items):
at_At1g20340 - no entry null
at_At1g26340 - GO0005554 molecular_function unknown
at_At1g60660 - GO0005554 molecular_function unknown
at_At3g07060 - GO0005554 molecular_function unknown
at_At5g09680 - GO0005554 molecular_function unknown
at_At5g48810 - GO0005554 molecular_function unknown
at_At1g75200 - GO0016491 oxidoreductase activity
at_At2g32720 - GO0005554 molecular_function unknown
at_At2g46650 - GO0005554 molecular_function unknown
at_At4g28360 - GO0003735 structural constituent of ribosome
at_At4g31240 - GO0005554 molecular_function unknown
at_At5g53560 - GO0005554 molecular_function unknown
at_At1g54500 - GO0005489 electron transporter activity
GO0046872 metal ion binding
at_At1g56500 - GO0016787 hydrolase activity
at_At3g06050 - GO0016209 antioxidant activity
at_At4g28050 - GO0005554 molecular_function unknown
------------------
Rule 600
eval(_1,_2,0.0-9.0e-25),keyword(_2,nad) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,brassica) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,malus),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,caryophyllales),keyword(_2,oxidoreductase) = 0
-> class GO0004033 "aldo-keto reductase activity"
Evaluation on training data (3433 items):
at_At1g04420 GO0004033 aldo-keto reductase activity
at_At1g04690 - GO0005267 potassium channel activity
at_At1g06690 GO0004033 aldo-keto reductase activity
at_At1g10810 GO0004033 aldo-keto reductase activity
at_At1g60680 GO0004033 aldo-keto reductase activity
at_At1g60730 GO0004033 aldo-keto reductase activity
at_At2g21250 GO0004033 aldo-keto reductase activity
at_At2g37760 GO0004033 aldo-keto reductase activity
at_At2g37770 GO0004033 aldo-keto reductase activity
at_At5g01670 - GO0004032 aldehyde reductase activity
Training Accuracy: 8/10 (80.00%)
Training Frequency class 'GO0004033': 8/3433 (0.23%)
Evaluation on validation data (1752 items):
at_At1g59960 GO0004033 aldo-keto reductase activity
at_At1g60690 GO0004033 aldo-keto reductase activity
at_At1g60750 GO0004033 aldo-keto reductase activity
at_At2g21260 GO0004033 aldo-keto reductase activity
at_At3g53880 GO0004033 aldo-keto reductase activity
at_At4g20930 - GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
at_At4g33670 GO0004033 aldo-keto reductase activity
at_At5g53580 GO0004033 aldo-keto reductase activity
at_At1g15710 - GO0004665 prephenate dehydrogenase (NADP+) activity
Validation Accuracy: 7/9 (77.78%)
Validation Frequency class 'GO0004033': 7/1752 (0.40%)
Evaluation on propertest data (2925 items):
at_At1g59950 GO0004033 aldo-keto reductase activity
at_At2g27680 GO0004033 aldo-keto reductase activity
at_At1g09940 - GO0008883 glutamyl-tRNA reductase activity
at_At2g37790 GO0004033 aldo-keto reductase activity
at_At5g62420 GO0004033 aldo-keto reductase activity
at_At1g60710 - GO0003700 transcription factor activity
Propertest Accuracy: 4/6 (66.67%)
Propertest Frequency class 'GO0004033': 4/2925 (0.14%)
New (unknown) data (1752 items):
at_At4g19120 - GO0005554 molecular_function unknown
------------------
Rule 632
eval(_1,_2,4.0e-3-0.1),keyword(_2,mitochondrion),desc(_2,homolog) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,rhizobiales),db_ref(_2,tigrfams) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,betaproteobacteria),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,receptor) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),keyword(_2,signal) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),db_ref(_2,hssp) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,synechocystis) = 0
-> class GO0004672 "protein kinase activity"
Evaluation on training data (3433 items):
at_At1g04440 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At1g06390 GO0004696 glycogen synthase kinase 3 activity
GO0016301 kinase activity
at_At1g06840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g07650 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g08590 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g08720 GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At1g09970 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g12460 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g14390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g17240 GO0004672 protein kinase activity
GO0005515 protein binding
at_At1g17250 GO0004672 protein kinase activity
GO0005515 protein binding
at_At1g17750 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g19090 GO0004702 receptor signaling protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g21240 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g27190 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g28440 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g32320 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At1g34110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g35670 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g48480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g49160 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At1g50610 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g51830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g53420 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g60630 - GO0005524 ATP binding
GO0016301 kinase activity
at_At1g63430 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g65800 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g66150 GO0004675 transmembrane receptor protein serine/threonine kinase activity
at_At1g67510 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g68400 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g72460 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g73670 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At1g74360 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g75640 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g76540 GO0004693 cyclin-dependent protein kinase activity
GO0005515 protein binding
GO0016301 kinase activity
at_At1g78980 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g79570 GO0004672 protein kinase activity
at_At2g01210 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g01830 GO0004673 protein-histidine kinase activity
at_At2g02220 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g17700 GO0004672 protein kinase activity
at_At2g17820 GO0004673 protein-histidine kinase activity
GO0005034 osmosensor activity
GO0009927 histidine phosphotransfer kinase activity
at_At2g17890 GO0004685 calcium/calmodulin-dependent protein kinase activity
at_At2g23300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g24130 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g25790 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g26330 GO0019199 transmembrane receptor protein kinase activity
at_At2g26730 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g27060 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g28970 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g31500 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g31880 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g35890 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g40940 GO0004673 protein-histidine kinase activity
at_At2g41820 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g45340 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g13065 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g14720 GO0004707 MAP kinase activity
at_At3g18040 GO0004707 MAP kinase activity
at_At3g21220 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At3g23150 GO0004673 protein-histidine kinase activity
at_At3g23340 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At3g28450 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g42880 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g45780 GO0004674 protein serine/threonine kinase activity
GO0009882 blue light photoreceptor activity
GO0016301 kinase activity
at_At3g45860 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At3g47090 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g47570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g50230 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g51740 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g51850 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g52890 GO0004672 protein kinase activity
GO0005515 protein binding
GO0016301 kinase activity
at_At3g56100 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005515 protein binding
GO0005524 ATP binding
at_At3g57530 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g59790 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At4g01370 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At4g03390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g04740 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g08500 GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At4g09570 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g14340 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At4g18710 GO0004696 glycogen synthase kinase 3 activity
GO0016301 kinase activity
at_At4g20140 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g21380 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At4g21940 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g23310 GO0004672 protein kinase activity
at_At4g28540 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At4g28650 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g28860 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At4g29990 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At4g31250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g33950 GO0004672 protein kinase activity
GO0009931 calcium-dependent protein serine/threonine kinase activity
GO0016301 kinase activity
at_At4g35780 GO0004672 protein kinase activity
at_At4g36070 GO0004685 calcium/calmodulin-dependent protein kinase activity
at_At4g36180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g36450 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At4g37250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g38230 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g01810 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g01950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g04870 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g07280 GO0016301 kinase activity
GO0019199 transmembrane receptor protein kinase activity
at_At5g10720 GO0004673 protein-histidine kinase activity
at_At5g12180 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g14640 GO0004672 protein kinase activity
at_At5g16590 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g19010 GO0004707 MAP kinase activity
at_At5g20690 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g20930 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g23580 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g35390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g35410 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g35750 GO0004673 protein-histidine kinase activity
at_At5g38280 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g41180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g43020 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g44700 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g45780 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g45840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g48940 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g56040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g59660 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g61900 - GO0005544 calcium-dependent phospholipid binding
at_At5g62310 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g63410 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g66210 GO0004685 calcium/calmodulin-dependent protein kinase activity
at_At5g67200 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
Training Accuracy: 125/127 (98.43%)
Training Frequency class 'GO0004672': 144/3433 (4.19%)
Evaluation on validation data (1752 items):
at_At3g60350 - GO0004842 ubiquitin-protein ligase activity
GO0005554 molecular_function unknown
at_At4g11330 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At4g24490 - GO0004663 RAB-protein geranylgeranyltransferase activity
at_At4g39270 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g14210 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g31420 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g53510 GO0004707 MAP kinase activity
at_At1g05200 - GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At1g54960 GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At1g57870 GO0004672 protein kinase activity
at_At1g59580 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At1g64210 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g64630 - GO0003700 transcription factor activity
GO0016301 kinase activity
at_At1g66340 GO0000156 two-component response regulator activity
GO0004673 protein-histidine kinase activity
at_At1g66880 GO0004674 protein serine/threonine kinase activity
at_At1g69990 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g74320 - GO0004103 choline kinase activity
at_At1g74740 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g79620 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g01450 GO0004707 MAP kinase activity
at_At2g15300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g16250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g18790 GO0004673 protein-histidine kinase activity
GO0004871 signal transducer activity
GO0008020 G-protein coupled photoreceptor activity
at_At1g09840 GO0004672 protein kinase activity
at_At2g26980 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At2g36570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g10210 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At2g41860 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g46070 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At1g16270 GO0004672 protein kinase activity
at_At3g24660 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g29160 GO0004672 protein kinase activity
at_At3g47110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g05470 - GO0004842 ubiquitin-protein ligase activity
at_At4g05490 - GO0004842 ubiquitin-protein ligase activity
at_At4g18250 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At4g18640 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g23650 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g23740 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g21230 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At4g26070 GO0004708 MAP kinase kinase activity
GO0005515 protein binding
GO0016301 kinase activity
at_At4g26100 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At4g29810 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At4g34220 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g05160 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g06820 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g19360 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g19450 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g20480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g25370 - GO0004630 phospholipase D activity
at_At5g38210 GO0004674 protein serine/threonine kinase activity
at_At5g43320 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At5g44100 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At5g45820 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g51350 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g53890 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g56580 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At5g58140 GO0004674 protein serine/threonine kinase activity
GO0009882 blue light photoreceptor activity
GO0016301 kinase activity
at_At5g65700 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g65710 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g67280 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
GO0016301 kinase activity
at_At1g01560 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At3g48750 GO0004693 cyclin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g72180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g42290 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g42620 - GO0004842 ubiquitin-protein ligase activity
at_At3g08730 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
at_At3g19700 GO0004672 protein kinase activity
GO0005524 ATP binding
Validation Accuracy: 59/68 (86.76%)
Validation Frequency class 'GO0004672': 70/1752 (4.00%)
Evaluation on propertest data (2925 items):
at_At1g20930 GO0004693 cyclin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g21210 GO0004674 protein serine/threonine kinase activity
at_At1g25320 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g27320 GO0004673 protein-histidine kinase activity
at_At1g29730 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g29750 GO0004674 protein serine/threonine kinase activity
GO0004702 receptor signaling protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g03930 GO0004712 protein threonine/tyrosine kinase activity
GO0016301 kinase activity
at_At1g35710 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g50700 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g04700 GO0004672 protein kinase activity
at_At1g61950 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g62950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g65790 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
GO0019199 transmembrane receptor protein kinase activity
at_At1g66830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g66980 - GO0008889 glycerophosphodiester phosphodiesterase activity
GO0016301 kinase activity
at_At1g70250 GO0004675 transmembrane receptor protein serine/threonine kinase activity
at_At1g71697 - GO0004103 choline kinase activity
at_At1g71830 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g72300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g72710 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At1g73080 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g73500 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At1g75820 GO0004674 protein serine/threonine kinase activity
GO0004702 receptor signaling protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g76040 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g43790 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At3g06230 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At3g61160 GO0004672 protein kinase activity
at_At4g18130 GO0004673 protein-histidine kinase activity
GO0004871 signal transducer activity
GO0008020 G-protein coupled photoreceptor activity
at_At2g01950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g02780 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g07040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g07880 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At2g17290 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g17520 - GO0004521 endoribonuclease activity
GO0016301 kinase activity
at_At2g19470 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At2g23070 GO0004680 casein kinase activity
GO0016301 kinase activity
at_At2g23080 GO0004680 casein kinase activity
GO0016301 kinase activity
at_At1g09570 GO0004673 protein-histidine kinase activity
GO0004871 signal transducer activity
GO0008020 G-protein coupled photoreceptor activity
GO0009883 red/far-red light photoreceptor activity
at_At2g33170 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At2g34650 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At2g38620 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
GO0030332 cyclin binding
at_At2g42880 GO0004707 MAP kinase activity
at_At2g47430 GO0000156 two-component response regulator activity
GO0004673 protein-histidine kinase activity
at_At2g48010 GO0004702 receptor signaling protein serine/threonine kinase activity
GO0016301 kinase activity
at_At3g01090 GO0004672 protein kinase activity
at_At3g02130 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g03770 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g04530 - GO0004611 phosphoenolpyruvate carboxykinase activity
GO0016301 kinase activity
at_At3g04580 GO0004673 protein-histidine kinase activity
at_At3g04910 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At3g05840 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
at_At3g06483 - GO0004740 [pyruvate dehydrogenase (lipoamide)] kinase activity
GO0005524 ATP binding
GO0009927 histidine phosphotransfer kinase activity
at_At3g14350 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g17840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g18750 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At3g20190 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g20410 GO0004685 calcium/calmodulin-dependent protein kinase activity
at_At3g20780 - GO0003918 DNA topoisomerase (ATP-hydrolyzing) activity
at_At3g22420 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At3g25840 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At3g27560 GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0016301 kinase activity
at_At3g27580 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At3g28040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g45640 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At3g46370 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g47580 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g48260 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At3g49670 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g51630 GO0004672 protein kinase activity
at_At3g53590 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g54180 GO0004693 cyclin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g56370 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g56760 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0016301 kinase activity
at_At3g57830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g04710 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g04720 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g16250 GO0004673 protein-histidine kinase activity
GO0004871 signal transducer activity
GO0008020 G-protein coupled photoreceptor activity
at_At4g20270 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g22730 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g23190 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At4g23280 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At4g28490 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g28880 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At4g35310 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g38470 GO0004672 protein kinase activity
at_At5g01890 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g10020 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g13160 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g26751 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
at_At5g27100 - GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At5g28080 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g37450 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g41820 - GO0004663 RAB-protein geranylgeranyltransferase activity
at_At5g41990 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g45800 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g46330 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g49770 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g51560 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g53320 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g57610 GO0004672 protein kinase activity
at_At5g58150 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g58300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g58350 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g61480 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At1g51660 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At1g07570 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At2g18170 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At3g02880 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g24240 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g07300 - GO0005544 calcium-dependent phospholipid binding
at_At5g24100 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g35840 GO0004673 protein-histidine kinase activity
at_At5g49780 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g63710 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g63930 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
Propertest Accuracy: 105/115 (91.30%)
Propertest Frequency class 'GO0004672': 119/2925 (4.07%)
New (unknown) data (1752 items):
at_At1g01740 - GO0016301 kinase activity
at_At1g02970 - GO0016301 kinase activity
at_At1g03440 - GO0005515 protein binding
at_At1g03740 - GO0016301 kinase activity
at_At1g05100 - GO0016301 kinase activity
at_At1g05700 - GO0016301 kinase activity
at_At1g08650 - GO0016301 kinase activity
at_At1g09000 - GO0016301 kinase activity
at_At1g09760 - GO0005515 protein binding
at_At1g10940 - GO0016301 kinase activity
at_At1g11050 - GO0016301 kinase activity
at_At1g11330 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g11340 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g12970 - GO0005515 protein binding
at_At1g13230 - GO0005515 protein binding
at_At1g14370 - GO0016301 kinase activity
at_At1g15530 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g15740 - GO0005515 protein binding
at_At1g16160 - GO0016301 kinase activity
at_At1g17230 - no entry null
at_At1g21590 - GO0016301 kinase activity
at_At1g22870 - GO0016301 kinase activity
at_At1g23700 - GO0016301 kinase activity
at_At1g24030 - GO0016301 kinase activity
at_At1g25390 - GO0016301 kinase activity
at_At1g25570 - GO0005554 molecular_function unknown
at_At1g26890 - GO0005554 molecular_function unknown
at_At1g27170 - no entry null
at_At1g27180 - no entry null
at_At1g29230 - GO0016301 kinase activity
at_At1g29720 - GO0016301 kinase activity
at_At1g29740 - GO0016301 kinase activity
at_At1g30570 - GO0016301 kinase activity
at_At1g30640 - no entry null
at_At1g33610 - GO0005515 protein binding
at_At1g33770 - GO0016301 kinase activity
at_At1g34420 - no entry null
at_At1g47890 - GO0005515 protein binding
GO0016301 kinase activity
at_At1g48210 - GO0016301 kinase activity
at_At1g48260 - GO0016301 kinase activity
at_At1g49730 - GO0016301 kinase activity
at_At1g50990 - GO0005554 molecular_function unknown
at_At1g51170 - GO0016301 kinase activity
at_At1g51370 - GO0005554 molecular_function unknown
at_At1g51620 - GO0016301 kinase activity
at_At1g51790 - GO0016301 kinase activity
at_At1g51810 - GO0016301 kinase activity
at_At1g51870 - GO0016301 kinase activity
at_At1g51890 - GO0016301 kinase activity
at_At1g52310 - GO0016301 kinase activity
at_At1g52540 - GO0016301 kinase activity
at_At1g53050 - GO0016301 kinase activity
at_At1g53440 - GO0016301 kinase activity
at_At1g53570 - GO0016301 kinase activity
at_At1g54510 - GO0016301 kinase activity
at_At1g55610 - GO0016301 kinase activity
at_At1g56120 - GO0016301 kinase activity
at_At1g56130 - no entry null
at_At1g56140 - no entry null
at_At1g56720 - GO0016301 kinase activity
at_At1g58190 - GO0005515 protein binding
at_At1g58400 - no entry null
at_At1g58410 - no entry null
at_At1g60940 - GO0016301 kinase activity
at_At1g61370 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61390 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61420 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61440 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61490 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61500 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61610 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61860 - GO0016301 kinase activity
at_At1g62630 - no entry null
at_At1g65190 - no entry null
at_At1g65250 - GO0016301 kinase activity
at_At1g66460 - GO0016301 kinase activity
at_At1g66750 - GO0016301 kinase activity
at_At1g66920 - GO0016301 kinase activity
at_At1g67000 - GO0016301 kinase activity
at_At1g67580 - GO0016301 kinase activity
at_At1g67890 - GO0016301 kinase activity
at_At1g69220 - GO0016301 kinase activity
at_At1g69270 - GO0016301 kinase activity
at_At1g70110 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g70430 - GO0016301 kinase activity
at_At1g71390 - GO0005515 protein binding
at_At1g73450 - GO0016301 kinase activity
at_At1g73460 - GO0016301 kinase activity
at_At1g74200 - GO0005515 protein binding
at_At1g77280 - GO0016301 kinase activity
at_At1g77720 - GO0016301 kinase activity
at_At1g78230 - GO0005515 protein binding
at_At1g78290 - GO0016301 kinase activity
at_At1g79640 - GO0016301 kinase activity
at_At2g01820 - no entry null
at_At2g05060 - GO0016301 kinase activity
at_At2g06030 - GO0005554 molecular_function unknown
at_At2g13800 - no entry null
at_At2g15080 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g15320 - GO0005515 protein binding
at_At2g16750 - GO0016301 kinase activity
at_At2g17170 - GO0016301 kinase activity
at_At2g17530 - GO0016301 kinase activity
at_At2g18890 - GO0016301 kinase activity
at_At2g19130 - no entry null
at_At2g19190 - GO0016301 kinase activity
at_At2g19210 - GO0016301 kinase activity
at_At2g19410 - GO0016301 kinase activity
at_At2g20300 - GO0016301 kinase activity
at_At2g20470 - GO0016301 kinase activity
at_At2g23200 - GO0016301 kinase activity
at_At2g24160 - no entry null
at_At2g25220 - GO0016301 kinase activity
at_At2g26380 - GO0005515 protein binding
at_At2g28590 - GO0016301 kinase activity
at_At2g28930 - GO0016301 kinase activity
at_At2g28960 - GO0016301 kinase activity
at_At2g28990 - GO0016301 kinase activity
at_At2g29250 - GO0016301 kinase activity
at_At2g30100 - GO0005554 molecular_function unknown
at_At2g30360 - GO0016301 kinase activity
at_At2g30740 - GO0016301 kinase activity
at_At2g30940 - GO0016301 kinase activity
at_At2g31800 - GO0016301 kinase activity
at_At2g32510 - GO0016301 kinase activity
at_At2g32850 - no entry null
at_At2g33030 - GO0005515 protein binding
at_At2g33580 - GO0016301 kinase activity
at_At2g35620 - GO0016301 kinase activity
at_At2g37840 - GO0016301 kinase activity
at_At2g38490 - GO0016301 kinase activity
at_At2g40120 - GO0016301 kinase activity
at_At2g40500 - GO0016301 kinase activity
at_At2g40560 - GO0016301 kinase activity
at_At2g40730 - GO0005554 molecular_function unknown
at_At2g40870 - no entry null
at_At2g41910 - GO0016301 kinase activity
at_At2g41920 - GO0016301 kinase activity
at_At2g41930 - GO0016301 kinase activity
at_At2g42630 - GO0016301 kinase activity
at_At2g42800 - GO0005515 protein binding
at_At2g43690 - GO0016301 kinase activity
at_At2g43700 - GO0016301 kinase activity
at_At2g45490 - no entry null
at_At3g07070 - GO0016301 kinase activity
at_At3g07980 - GO0016301 kinase activity
at_At3g08680 - GO0016301 kinase activity
at_At3g10540 - GO0016301 kinase activity
at_At3g11010 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g11330 - GO0005515 protein binding
at_At3g11870 - GO0016301 kinase activity
at_At3g12200 - GO0016301 kinase activity
at_At3g13530 - GO0016301 kinase activity
at_At3g13690 - GO0016301 kinase activity
at_At3g14840 - no entry null
at_At3g15220 - GO0016301 kinase activity
at_At3g17410 - GO0016301 kinase activity
at_At3g17640 - GO0005515 protein binding
at_At3g17850 - GO0016301 kinase activity
at_At3g17920 - GO0005515 protein binding
at_At3g18810 - no entry null
at_At3g19300 - GO0016301 kinase activity
at_At3g20530 - GO0016301 kinase activity
at_At3g20820 - GO0005515 protein binding
at_At3g20830 - GO0016301 kinase activity
at_At3g20860 - GO0016301 kinase activity
at_At3g21450 - GO0016301 kinase activity
at_At3g22750 - GO0016301 kinase activity
at_At3g23000 - GO0016301 kinase activity
at_At3g23110 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g23750 - no entry null
at_At3g24790 - GO0016301 kinase activity
at_At3g24900 - GO0005515 protein binding
at_At3g25000 - no entry null
at_At3g25010 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g25250 - GO0016301 kinase activity
at_At3g25560 - no entry null
at_At3g26500 - GO0005515 protein binding
at_At3g26940 - GO0016301 kinase activity
at_At3g28690 - GO0016301 kinase activity
at_At3g28890 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g43740 - GO0005515 protein binding
at_At3g44200 - GO0016301 kinase activity
at_At3g44610 - GO0016301 kinase activity
at_At3g44850 - GO0016301 kinase activity
at_At3g45390 - GO0016301 kinase activity
at_At3g45420 - GO0016301 kinase activity
at_At3g45440 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g45920 - GO0005554 molecular_function unknown
at_At3g46140 - no entry null
at_At3g46160 - no entry null
at_At3g46290 - GO0016301 kinase activity
at_At3g46350 - GO0016301 kinase activity
at_At3g46400 - GO0016301 kinase activity
at_At3g46410 - GO0016301 kinase activity
at_At3g46420 - GO0016301 kinase activity
at_At3g46760 - GO0016301 kinase activity
at_At3g49060 - GO0016301 kinase activity
at_At3g50000 - GO0016301 kinase activity
at_At3g50500 - GO0016301 kinase activity
at_At3g51990 - GO0016301 kinase activity
at_At3g52530 - GO0016301 kinase activity
at_At3g53030 - GO0016301 kinase activity
at_At3g53240 - GO0005515 protein binding
at_At3g53550 - GO0005554 molecular_function unknown
at_At3g53810 - GO0016301 kinase activity
at_At3g55950 - GO0016301 kinase activity
at_At3g56050 - GO0016301 kinase activity
at_At3g57120 - GO0016301 kinase activity
at_At3g57640 - no entry null
at_At3g57700 - GO0016301 kinase activity
at_At3g57710 - GO0016301 kinase activity
at_At3g57730 - GO0016301 kinase activity
at_At3g57760 - no entry null
at_At3g59110 - GO0016301 kinase activity
at_At3g59180 - GO0005554 molecular_function unknown
at_At3g59350 - GO0016301 kinase activity
at_At3g59420 - GO0016301 kinase activity
at_At3g59700 - GO0016301 kinase activity
at_At3g59730 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g59740 - GO0016301 kinase activity
at_At3g60950 - GO0005554 molecular_function unknown
at_At3g61030 - GO0005554 molecular_function unknown
at_At3g61960 - no entry null
at_At3g62220 - GO0016301 kinase activity
at_At4g00700 - GO0005554 molecular_function unknown
at_At4g00970 - no entry null
at_At4g03010 - GO0005515 protein binding
at_At4g03260 - GO0005515 protein binding
at_At4g04220 - GO0005515 protein binding
GO0016301 kinase activity
at_At4g04490 - GO0016301 kinase activity
at_At4g04570 - GO0016301 kinase activity
at_At4g08470 - GO0016301 kinase activity
at_At4g08800 - GO0016301 kinase activity
at_At4g08850 - GO0016301 kinase activity
at_At4g11470 - no entry null
at_At4g11480 - GO0016301 kinase activity
at_At4g11530 - GO0016301 kinase activity
at_At4g13020 - GO0016301 kinase activity
at_At4g13810 - GO0005515 protein binding
at_At4g13900 - GO0005515 protein binding
GO0016301 kinase activity
at_At4g14350 - no entry null
at_At4g14370 - no entry null
at_At4g14480 - GO0016301 kinase activity
at_At4g14580 - GO0016301 kinase activity
at_At4g14780 - GO0016301 kinase activity
at_At4g18700 - GO0016301 kinase activity
at_At4g18950 - GO0016301 kinase activity
at_At4g19110 - GO0016301 kinase activity
at_At4g20940 - GO0005515 protein binding
at_At4g21370 - no entry null
at_At4g21400 - GO0016301 kinase activity
at_At4g22940 - GO0016301 kinase activity
at_At4g23130 - GO0016301 kinase activity
at_At4g23140 - GO0016301 kinase activity
at_At4g23180 - GO0016301 kinase activity
at_At4g23200 - no entry null
at_At4g23210 - GO0016301 kinase activity
at_At4g23220 - GO0016301 kinase activity
at_At4g23240 - no entry null
at_At4g23290 - GO0016301 kinase activity
at_At4g24400 - GO0016301 kinase activity
at_At4g25160 - GO0016301 kinase activity
at_At4g25390 - GO0016301 kinase activity
at_At4g26050 - no entry null
at_At4g26890 - GO0016301 kinase activity
at_At4g27290 - no entry null
at_At4g28350 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g29050 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g29180 - GO0016301 kinase activity
at_At4g29380 - no entry null
at_At4g30960 - GO0016301 kinase activity
at_At4g31110 - GO0016301 kinase activity
at_At4g33080 - GO0016301 kinase activity
at_At4g34500 - GO0016301 kinase activity
at_At4g36950 - no entry null
at_At4g39110 - GO0016301 kinase activity
at_At5g01020 - GO0016301 kinase activity
at_At5g01060 - GO0016301 kinase activity
at_At5g01560 - GO0016301 kinase activity
at_At5g02070 - GO0016301 kinase activity
at_At5g02800 - GO0016301 kinase activity
at_At5g03640 - GO0016301 kinase activity
at_At5g06860 - GO0005515 protein binding
at_At5g07070 - GO0016301 kinase activity
at_At5g07150 - no entry null
at_At5g07620 - GO0016301 kinase activity
at_At5g08160 - GO0016301 kinase activity
at_At5g10290 - GO0016301 kinase activity
at_At5g10530 - GO0016301 kinase activity
at_At5g10930 - GO0016301 kinase activity
at_At5g11020 - GO0016301 kinase activity
at_At5g11250 - no entry null
at_At5g11400 - GO0016301 kinase activity
at_At5g11410 - GO0016301 kinase activity
at_At5g12000 - GO0016301 kinase activity
at_At5g12090 - GO0016301 kinase activity
at_At5g13290 - GO0016301 kinase activity
at_At5g13530 - no entry null
at_At5g16500 - GO0016301 kinase activity
at_At5g16900 - GO0016301 kinase activity
at_At5g17890 - no entry null
at_At5g18500 - GO0016301 kinase activity
at_At5g18610 - GO0016301 kinase activity
at_At5g18700 - GO0016301 kinase activity
at_At5g21090 - GO0005515 protein binding
at_At5g21900 - GO0005554 molecular_function unknown
at_At5g22050 - GO0016301 kinase activity
at_At5g22840 - GO0016301 kinase activity
at_At5g23170 - GO0016301 kinase activity
at_At5g23400 - GO0005515 protein binding
at_At5g24010 - GO0016301 kinase activity
at_At5g24080 - GO0016301 kinase activity
at_At5g25110 - GO0016301 kinase activity
at_At5g26150 - GO0016301 kinase activity
at_At5g27060 - GO0005515 protein binding
GO0016301 kinase activity
at_At5g27510 - GO0016301 kinase activity
at_At5g28290 - GO0016301 kinase activity
at_At5g35580 - GO0016301 kinase activity
at_At5g38240 - GO0016301 kinase activity
at_At5g38250 - GO0016301 kinase activity
at_At5g38260 - GO0016301 kinase activity
at_At5g38340 - no entry null
at_At5g38990 - GO0016301 kinase activity
at_At5g39440 - GO0016301 kinase activity
at_At5g41260 - GO0016301 kinase activity
at_At5g41680 - GO0016301 kinase activity
at_At5g44850 - GO0005554 molecular_function unknown
at_At5g45060 - no entry null
at_At5g45250 - no entry null
at_At5g45430 - GO0016301 kinase activity
at_At5g46080 - GO0016301 kinase activity
at_At5g46570 - GO0016301 kinase activity
at_At5g47250 - no entry null
at_At5g48740 - GO0016301 kinase activity
at_At5g49140 - no entry null
at_At5g49290 - GO0005515 protein binding
at_At5g49750 - GO0005515 protein binding
at_At5g50000 - GO0016301 kinase activity
at_At5g51270 - GO0016301 kinase activity
at_At5g51770 - GO0016301 kinase activity
at_At5g52480 - GO0005554 molecular_function unknown
at_At5g53450 - GO0016301 kinase activity
at_At5g54380 - GO0016301 kinase activity
at_At5g55540 - GO0005554 molecular_function unknown
at_At5g55560 - GO0016301 kinase activity
at_At5g55910 - GO0016301 kinase activity
at_At5g56460 - GO0016301 kinase activity
at_At5g56560 - GO0005554 molecular_function unknown
at_At5g56790 - GO0016301 kinase activity
at_At5g57670 - GO0016301 kinase activity
at_At5g58380 - GO0016301 kinase activity
at_At5g58940 - GO0016301 kinase activity
at_At5g58950 - GO0016301 kinase activity
at_At5g59010 - GO0005554 molecular_function unknown
at_At5g59670 - GO0016301 kinase activity
at_At5g59680 - GO0016301 kinase activity
at_At5g59700 - GO0016301 kinase activity
at_At5g60090 - GO0016301 kinase activity
at_At5g60270 - GO0016301 kinase activity
at_At5g60900 - no entry null
at_At5g61350 - GO0016301 kinase activity
at_At5g61570 - GO0016301 kinase activity
at_At5g62230 - GO0016301 kinase activity
at_At5g63610 - GO0016301 kinase activity
at_At5g63940 - GO0016301 kinase activity
at_At5g65500 - GO0016301 kinase activity
at_At5g66330 - GO0005515 protein binding
at_At5g66710 - GO0016301 kinase activity
at_At5g66880 - GO0016301 kinase activity
at_At5g67080 - GO0016301 kinase activity
at_At4g10010 - GO0016301 kinase activity
at_At4g11170 - no entry null
at_At4g11500 - no entry null
at_At4g11580 - GO0005554 molecular_function unknown
at_At1g03920 - GO0016301 kinase activity
at_At1g33670 - GO0005515 protein binding
at_At1g48220 - no entry null
at_At1g53700 - GO0016301 kinase activity
at_At1g54610 - GO0016301 kinase activity
at_At1g57700 - GO0016301 kinase activity
at_At1g61360 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61400 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61430 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61590 - GO0016301 kinase activity
at_At1g63500 - GO0005554 molecular_function unknown
at_At1g66930 - GO0016301 kinase activity
at_At1g67720 - GO0016301 kinase activity
at_At1g68830 - GO0016301 kinase activity
at_At1g70130 - GO0016301 kinase activity
at_At1g70450 - GO0016301 kinase activity
at_At1g70530 - GO0016301 kinase activity
at_At1g70740 - GO0016301 kinase activity
at_At1g06700 - GO0016301 kinase activity
at_At1g73660 - GO0016301 kinase activity
at_At1g73690 - GO0016301 kinase activity
at_At1g74170 - GO0005515 protein binding
at_At1g74490 - GO0016301 kinase activity
at_At1g78530 - GO0016301 kinase activity
at_At1g79250 - GO0016301 kinase activity
at_At1g80640 - GO0016301 kinase activity
at_At2g05940 - GO0016301 kinase activity
at_At2g07180 - GO0016301 kinase activity
at_At2g25760 - GO0016301 kinase activity
at_At2g25880 - GO0016301 kinase activity
at_At3g25490 - GO0016301 kinase activity
at_At3g25670 - GO0005515 protein binding
at_At2g11530 - no entry null
at_At2g13790 - no entry null
at_At2g14440 - GO0016301 kinase activity
at_At2g14510 - GO0016301 kinase activity
at_At2g17090 - GO0016301 kinase activity
at_At2g19230 - GO0016301 kinase activity
at_At2g19330 - GO0005515 protein binding
at_At2g23770 - GO0016301 kinase activity
at_At2g23880 - no entry null
at_At2g23950 - GO0016301 kinase activity
at_At2g24360 - GO0016301 kinase activity
at_At2g24370 - GO0016301 kinase activity
at_At2g25090 - GO0016301 kinase activity
at_At2g25470 - GO0005515 protein binding
at_At1g09440 - GO0016301 kinase activity
at_At2g28250 - GO0016301 kinase activity
at_At2g29010 - no entry null
at_At2g33020 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g33050 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g33080 - GO0005515 protein binding
at_At2g34930 - GO0005515 protein binding
at_At2g36350 - GO0016301 kinase activity
at_At2g37710 - GO0016301 kinase activity
at_At1g10860 - no entry null
at_At1g11130 - GO0005515 protein binding
at_At2g40580 - GO0016301 kinase activity
at_At2g42960 - GO0016301 kinase activity
at_At2g43230 - GO0016301 kinase activity
at_At2g43850 - GO0016301 kinase activity
at_At2g44830 - GO0016301 kinase activity
at_At2g46850 - GO0005554 molecular_function unknown
at_At2g47060 - GO0016301 kinase activity
at_At3g53640 - GO0016301 kinase activity
at_At3g53930 - GO0016301 kinase activity
at_At3g55450 - GO0016301 kinase activity
at_At3g55550 - GO0016301 kinase activity
at_At3g57750 - GO0016301 kinase activity
at_At3g58760 - GO0016301 kinase activity
at_At1g16670 - GO0016301 kinase activity
at_At1g16760 - GO0016301 kinase activity
at_At1g18670 - GO0016301 kinase activity
at_At1g11280 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g15890 - GO0016301 kinase activity
at_At3g18150 - GO0005554 molecular_function unknown
at_At3g23010 - GO0005515 protein binding
at_At3g23120 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g24720 - GO0016301 kinase activity
at_At3g26700 - GO0016301 kinase activity
at_At3g46930 - GO0016301 kinase activity
at_At4g02410 - GO0016301 kinase activity
at_At4g02630 - GO0016301 kinase activity
at_At4g08480 - GO0016301 kinase activity
at_At4g09360 - no entry null
at_At4g13000 - GO0016301 kinase activity
at_At4g13880 - GO0005515 protein binding
at_At4g13920 - GO0005515 protein binding
GO0016301 kinase activity
at_At4g17660 - GO0016301 kinase activity
at_At4g19520 - no entry null
at_At4g21230 - GO0016301 kinase activity
at_At4g21390 - no entry null
at_At4g21410 - GO0016301 kinase activity
at_At4g22130 - GO0016301 kinase activity
at_At4g23050 - no entry null
at_At4g23270 - no entry null
at_At4g26610 - GO0016301 kinase activity
at_At4g27300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g28980 - GO0016301 kinase activity
at_At4g32300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g32710 - GO0016301 kinase activity
at_At4g35030 - GO0016301 kinase activity
at_At4g35230 - GO0016301 kinase activity
at_At4g35470 - no entry null
at_At4g35500 - GO0016301 kinase activity
at_At4g35600 - GO0016301 kinase activity
at_At5g01550 - GO0016301 kinase activity
at_At5g01820 - GO0016301 kinase activity
at_At5g01850 - GO0016301 kinase activity
at_At5g01920 - GO0016301 kinase activity
at_At5g03320 - GO0016301 kinase activity
at_At5g06740 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g07910 - GO0005515 protein binding
at_At5g09890 - GO0016301 kinase activity
at_At5g10520 - GO0016301 kinase activity
at_At5g11360 - GO0005554 molecular_function unknown
at_At5g12940 - GO0005515 protein binding
at_At1g23540 - GO0016301 kinase activity
at_At5g16000 - GO0016301 kinase activity
at_At5g18350 - no entry null
at_At5g18530 - GO0005554 molecular_function unknown
at_At5g18910 - GO0016301 kinase activity
at_At1g24650 - no entry null
at_At5g35370 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g38560 - GO0016301 kinase activity
at_At5g42120 - GO0016301 kinase activity
at_At5g45810 - GO0016301 kinase activity
at_At5g47070 - GO0016301 kinase activity
at_At5g49660 - GO0016301 kinase activity
at_At5g49760 - GO0016301 kinase activity
at_At5g50180 - GO0016301 kinase activity
at_At5g54590 - no entry null
at_At5g55090 - GO0016301 kinase activity
at_At5g56800 - GO0005554 molecular_function unknown
at_At5g60080 - GO0016301 kinase activity
at_At5g61240 - GO0005515 protein binding
at_At5g61550 - GO0005554 molecular_function unknown
GO0016301 kinase activity
at_At5g61560 - GO0005554 molecular_function unknown
GO0016301 kinase activity
at_At1g28340 - GO0005515 protein binding
at_At5g66790 - GO0016301 kinase activity
at_At5g66850 - GO0016301 kinase activity
at_At1g01450 - GO0016301 kinase activity
at_At1g49180 - GO0016301 kinase activity
at_At1g49270 - no entry null
at_At2g19780 - GO0005515 protein binding
at_At2g30980 - GO0016301 kinase activity
at_At2g31010 - GO0016301 kinase activity
at_At3g09010 - GO0016301 kinase activity
at_At3g09780 - GO0016301 kinase activity
at_At1g18390 - GO0016301 kinase activity
at_At1g20650 - no entry null
at_At1g26970 - GO0016301 kinase activity
at_At1g28390 - GO0016301 kinase activity
at_At1g30270 - GO0016301 kinase activity
at_At1g33590 - GO0005515 protein binding
at_At1g34210 - GO0016301 kinase activity
at_At1g34300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g01140 - GO0016301 kinase activity
at_At1g45160 - GO0016301 kinase activity
at_At1g48490 - GO0016301 kinase activity
at_At1g50230 - GO0016301 kinase activity
at_At1g51800 - GO0016301 kinase activity
at_At1g51820 - GO0016301 kinase activity
at_At1g51850 - GO0016301 kinase activity
at_At1g51860 - GO0016301 kinase activity
at_At1g51880 - GO0016301 kinase activity
at_At1g51910 - GO0016301 kinase activity
at_At1g51940 - GO0016301 kinase activity
at_At1g52290 - no entry null
at_At1g53350 - no entry null
at_At1g53430 - GO0016301 kinase activity
at_At1g54480 - GO0005515 protein binding
at_At1g54820 - GO0016301 kinase activity
at_At1g55200 - GO0016301 kinase activity
at_At1g61380 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61480 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61550 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61850 - GO0005554 molecular_function unknown
at_At1g62400 - GO0016301 kinase activity
at_At1g63880 - no entry null
at_At1g64300 - GO0016301 kinase activity
at_At1g63700 - GO0016301 kinase activity
at_At1g65380 - GO0005057 receptor signaling protein activity
GO0005515 protein binding
at_At1g66910 - GO0016301 kinase activity
at_At1g67470 - GO0016301 kinase activity
at_At1g67520 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g69790 - GO0016301 kinase activity
at_At1g69910 - GO0016301 kinase activity
at_At1g70520 - GO0016301 kinase activity
at_At1g71440 - no entry null
at_At1g71530 - GO0016301 kinase activity
at_At1g72540 - GO0016301 kinase activity
at_At1g72760 - GO0016301 kinase activity
at_At1g74180 - GO0005515 protein binding
at_At1g74190 - GO0005515 protein binding
at_At1g76370 - GO0016301 kinase activity
at_At1g78940 - GO0016301 kinase activity
at_At1g07150 - GO0016301 kinase activity
at_At1g80080 - GO0004872 receptor activity
GO0005515 protein binding
at_At1g01540 - GO0016301 kinase activity
at_At2g04300 - GO0016301 kinase activity
at_At2g20850 - GO0016301 kinase activity
at_At2g29220 - GO0016301 kinase activity
at_At2g30730 - GO0016301 kinase activity
at_At2g39110 - GO0016301 kinase activity
at_At2g39180 - GO0016301 kinase activity
at_At2g45590 - no entry null
at_At3g15410 - GO0005515 protein binding
at_At3g16030 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g23310 - GO0016301 kinase activity
at_At4g26540 - GO0016301 kinase activity
at_At5g04510 - GO0016301 kinase activity
at_At5g14720 - GO0016301 kinase activity
at_At5g15080 - GO0016301 kinase activity
at_At5g15730 - GO0016301 kinase activity
at_At5g55830 - GO0016301 kinase activity
at_At5g64960 - GO0016301 kinase activity
at_At1g16120 - GO0016301 kinase activity
at_At1g16130 - GO0016301 kinase activity
at_At1g16260 - GO0016301 kinase activity
at_At1g16440 - GO0016301 kinase activity
at_At2g02800 - GO0016301 kinase activity
at_At1g07870 - GO0016301 kinase activity
at_At2g07020 - GO0016301 kinase activity
at_At2g19400 - GO0016301 kinase activity
at_At2g20210 - GO0005515 protein binding
at_At2g21480 - GO0016301 kinase activity
at_At2g23030 - GO0016301 kinase activity
at_At2g26290 - GO0016301 kinase activity
at_At2g30040 - GO0016301 kinase activity
at_At1g09600 - GO0016301 kinase activity
at_At2g32680 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g32800 - no entry null
at_At2g33060 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g34180 - GO0016301 kinase activity
at_At2g34290 - GO0016301 kinase activity
at_At2g34680 - GO0005515 protein binding
at_At2g37050 - GO0016301 kinase activity
at_At2g39360 - GO0016301 kinase activity
at_At2g39660 - GO0016301 kinase activity
at_At2g40270 - GO0016301 kinase activity
at_At1g10510 - GO0005554 molecular_function unknown
at_At2g42550 - GO0016301 kinase activity
at_At2g43830 - no entry null
at_At2g43930 - no entry null
at_At3g01300 - GO0016301 kinase activity
at_At3g01490 - GO0016301 kinase activity
at_At3g01840 - GO0016301 kinase activity
at_At3g04220 - no entry null
at_At3g04690 - GO0016301 kinase activity
at_At3g04810 - GO0016301 kinase activity
at_At3g05050 - GO0016301 kinase activity
at_At3g05140 - GO0016301 kinase activity
at_At3g05650 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g05660 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g05990 - GO0005515 protein binding
at_At3g06030 - GO0016301 kinase activity
at_At3g06640 - GO0016301 kinase activity
at_At3g08720 - GO0016301 kinase activity
at_At3g08870 - GO0016301 kinase activity
at_At3g09240 - GO0005554 molecular_function unknown
at_At3g09830 - GO0016301 kinase activity
at_At3g11080 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g12145 - GO0004857 enzyme inhibitor activity
at_At3g12610 - GO0000166 nucleotide binding
GO0005515 protein binding
GO0005554 molecular_function unknown
at_At3g13380 - no entry null
at_At3g14370 - GO0016301 kinase activity
at_At3g14460 - no entry null
at_At3g17420 - GO0016301 kinase activity
at_At3g17510 - GO0016301 kinase activity
at_At3g17750 - GO0016301 kinase activity
at_At3g20200 - GO0016301 kinase activity
at_At3g21340 - GO0016301 kinase activity
at_At3g21630 - GO0016301 kinase activity
at_At3g25510 - no entry null
at_At3g45240 - GO0016301 kinase activity
at_At3g45330 - GO0016301 kinase activity
at_At3g45410 - GO0016301 kinase activity
at_At3g45430 - GO0016301 kinase activity
at_At3g45670 - GO0016301 kinase activity
at_At3g45790 - GO0016301 kinase activity
at_At3g46330 - GO0016301 kinase activity
at_At3g46340 - GO0016301 kinase activity
at_At3g46530 - no entry null
at_At3g48880 - GO0005554 molecular_function unknown
at_At3g50310 - GO0016301 kinase activity
at_At3g50720 - GO0016301 kinase activity
at_At3g50730 - GO0016301 kinase activity
at_At3g50950 - no entry null
at_At3g51550 - GO0016301 kinase activity
at_At3g53380 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g53840 - GO0016301 kinase activity
at_At3g54030 - GO0016301 kinase activity
at_At3g56280 - GO0016301 kinase activity
at_At3g57720 - GO0016301 kinase activity
at_At3g57740 - GO0016301 kinase activity
at_At3g57770 - GO0016301 kinase activity
at_At3g58890 - GO0005554 molecular_function unknown
at_At3g59510 - GO0005515 protein binding
at_At3g59750 - GO0016301 kinase activity
at_At3g59830 - GO0016301 kinase activity
at_At1g12580 - GO0016301 kinase activity
at_At3g63260 - GO0016301 kinase activity
at_At4g00330 - GO0016301 kinase activity
at_At4g00340 - no entry null
at_At4g00710 - GO0016301 kinase activity
at_At4g00720 - GO0016301 kinase activity
at_At4g00960 - no entry null
at_At4g01330 - GO0016301 kinase activity
at_At4g02010 - GO0016301 kinase activity
at_At4g03230 - GO0016301 kinase activity
at_At4g04500 - GO0016301 kinase activity
at_At4g04510 - GO0016301 kinase activity
at_At4g04540 - GO0016301 kinase activity
at_At4g04700 - GO0016301 kinase activity
at_At4g04960 - GO0016301 kinase activity
at_At4g05200 - GO0016301 kinase activity
at_At1g12680 - GO0016301 kinase activity
at_At4g10390 - GO0016301 kinase activity
at_At4g10730 - GO0016301 kinase activity
at_At4g11900 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g13190 - GO0016301 kinase activity
at_At4g13820 - GO0005515 protein binding
GO0016301 kinase activity
at_At4g13910 - no entry null
at_At4g16940 - no entry null
at_At4g16970 - GO0016301 kinase activity
at_At4g20450 - GO0016301 kinase activity
at_At4g20790 - GO0005515 protein binding
at_At4g23150 - GO0016301 kinase activity
at_At4g23160 - GO0016301 kinase activity
at_At4g23230 - GO0016301 kinase activity
at_At4g23250 - GO0016301 kinase activity
at_At4g23260 - no entry null
at_At4g23300 - GO0016301 kinase activity
at_At4g23320 - GO0016301 kinase activity
at_At4g23830 - no entry null
at_At4g24100 - GO0016301 kinase activity
at_At4g24480 - GO0016301 kinase activity
at_At4g24740 - GO0016301 kinase activity
at_At4g28560 - GO0005515 protein binding
at_At4g28670 - GO0016301 kinase activity
at_At4g29240 - no entry null
at_At4g29450 - GO0016301 kinase activity
at_At4g29880 - GO0005515 protein binding
at_At4g30520 - no entry null
at_At4g31100 - GO0016301 kinase activity
at_At4g31170 - GO0016301 kinase activity
at_At4g31220 - GO0016301 kinase activity
at_At4g32000 - GO0016301 kinase activity
at_At4g38830 - GO0016301 kinase activity
at_At5g01540 - GO0016301 kinase activity
at_At5g02290 - GO0016301 kinase activity
at_At5g03140 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g13350 - no entry null
at_At5g05850 - GO0005554 molecular_function unknown
at_At5g06870 - GO0005515 protein binding
at_At5g06940 - GO0016301 kinase activity
at_At5g07140 - GO0016301 kinase activity
at_At5g08590 - GO0016301 kinase activity
at_At5g10270 - GO0016301 kinase activity
at_At5g11850 - GO0016301 kinase activity
at_At5g20050 - GO0016301 kinase activity
at_At5g22710 - GO0005554 molecular_function unknown
at_At5g25440 - GO0016301 kinase activity
at_At5g25910 - GO0005515 protein binding
GO0016301 kinase activity
at_At5g25930 - GO0016301 kinase activity
at_At5g26110 - GO0005554 molecular_function unknown
at_At5g27790 - GO0016301 kinase activity
at_At5g28680 - GO0016301 kinase activity
at_At5g35960 - GO0016301 kinase activity
at_At5g35980 - GO0016301 kinase activity
at_At5g37790 - GO0016301 kinase activity
at_At1g13910 - GO0005515 protein binding
at_At1g14000 - no entry null
at_At5g39390 - no entry null
at_At5g39420 - GO0016301 kinase activity
at_At5g40170 - GO0005515 protein binding
GO0016301 kinase activity
at_At5g40380 - GO0016301 kinase activity
at_At5g40540 - GO0016301 kinase activity
at_At5g42440 - GO0016301 kinase activity
at_At5g44290 - GO0016301 kinase activity
at_At5g45770 - GO0005515 protein binding
at_At5g47750 - GO0016301 kinase activity
at_At5g47850 - GO0016301 kinase activity
at_At5g48380 - no entry null
at_At5g57630 - GO0016301 kinase activity
at_At5g58520 - GO0016301 kinase activity
at_At5g59260 - GO0016301 kinase activity
at_At5g59270 - GO0016301 kinase activity
at_At5g59650 - GO0016301 kinase activity
at_At5g60280 - GO0016301 kinase activity
at_At5g60300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g60310 - GO0016301 kinase activity
at_At5g60320 - GO0016301 kinase activity
at_At5g60550 - GO0016301 kinase activity
at_At5g62710 - no entry null
at_At5g65240 - GO0016301 kinase activity
at_At5g65530 - GO0016301 kinase activity
at_At5g65600 - GO0016301 kinase activity
at_At5g66890 - no entry null
at_At5g67380 - GO0016301 kinase activity
at_At1g04210 - no entry null
at_At1g49100 - GO0016301 kinase activity
at_At1g60800 - GO0016301 kinase activity
at_At1g62090 - GO0016301 kinase activity
at_At1g68780 - GO0005515 protein binding
at_At1g71400 - GO0005515 protein binding
at_At1g73070 - GO0005515 protein binding
at_At1g74330 - no entry null
at_At1g07390 - GO0005515 protein binding
at_At1g80870 - GO0016301 kinase activity
at_At1g07550 - GO0016301 kinase activity
at_At1g07560 - GO0016301 kinase activity
at_At2g14080 - no entry null
at_At2g17220 - GO0016301 kinase activity
at_At2g23450 - GO0016301 kinase activity
at_At2g25440 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g28940 - GO0016301 kinase activity
at_At2g41970 - GO0016301 kinase activity
at_At3g02810 - GO0016301 kinase activity
at_At3g05360 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g05370 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g25020 - GO0005515 protein binding
at_At3g58640 - GO0016301 kinase activity
at_At3g58690 - GO0016301 kinase activity
at_At4g02420 - GO0016301 kinase activity
at_At4g11460 - GO0016301 kinase activity
at_At4g11490 - GO0016301 kinase activity
at_At4g11890 - GO0016301 kinase activity
at_At4g18760 - GO0005515 protein binding
at_At4g32660 - GO0016301 kinase activity
at_At4g32830 - GO0016301 kinase activity
at_At4g33430 - GO0016301 kinase activity
at_At4g40010 - GO0016301 kinase activity
at_At5g07180 - GO0016301 kinase activity
at_At5g35380 - GO0016301 kinase activity
at_At5g38350 - no entry null
at_At5g39000 - GO0016301 kinase activity
at_At5g39020 - GO0016301 kinase activity
at_At5g39030 - GO0016301 kinase activity
at_At5g43470 - GO0000166 nucleotide binding
at_At5g56890 - GO0016301 kinase activity
at_At5g63370 - GO0016301 kinase activity
at_At5g63650 - GO0016301 kinase activity
------------------
Rule 321
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,rhodobacterales) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,chironomus),keyword(_2,repeat) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),desc(_2,precursor) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,bos_taurus__bovine_),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),keyword(_2,transcription_regulation) = 0
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,oryctolagus),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,schizosaccharomyces),species(_2,schizosaccharomyces_pombe__fission_yeast_) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,mus) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,apicomplexa) = 0
-> class GO0004672 "protein kinase activity"
Evaluation on training data (3433 items):
at_At1g14750 GO0004693 cyclin-dependent protein kinase activity
at_At1g16330 GO0004693 cyclin-dependent protein kinase activity
at_At1g35440 GO0004693 cyclin-dependent protein kinase activity
at_At2g44740 GO0004693 cyclin-dependent protein kinase activity
at_At3g21870 GO0004693 cyclin-dependent protein kinase activity
at_At3g60550 GO0004693 cyclin-dependent protein kinase activity
at_At3g63120 GO0004693 cyclin-dependent protein kinase activity
at_At4g03270 GO0004693 cyclin-dependent protein kinase activity
at_At5g02110 GO0004693 cyclin-dependent protein kinase activity
at_At5g07450 GO0004693 cyclin-dependent protein kinase activity
at_At5g45190 GO0004693 cyclin-dependent protein kinase activity
at_At5g48630 GO0004693 cyclin-dependent protein kinase activity
Training Accuracy: 12/12 (100.00%)
Training Frequency class 'GO0004672': 144/3433 (4.19%)
Evaluation on validation data (1752 items):
at_At5g48640 GO0004693 cyclin-dependent protein kinase activity
at_At1g47210 GO0004693 cyclin-dependent protein kinase activity
at_At1g47220 - GO0016538 cyclin-dependent protein kinase regulator activity
at_At1g20610 - GO0016538 cyclin-dependent protein kinase regulator activity
at_At5g10440 GO0004693 cyclin-dependent protein kinase activity
at_At5g61650 GO0004693 cyclin-dependent protein kinase activity
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'GO0004672': 70/1752 (4.00%)
Evaluation on propertest data (2925 items):
at_At1g20590 - GO0016538 cyclin-dependent protein kinase regulator activity
at_At1g20810 - GO0003735 structural constituent of ribosome
GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At1g47230 - GO0016538 cyclin-dependent protein kinase regulator activity
at_At1g70210 - GO0016538 cyclin-dependent protein kinase regulator activity
at_At5g55480 - GO0008889 glycerophosphodiester phosphodiesterase activity
at_At2g26760 - GO0016538 cyclin-dependent protein kinase regulator activity
at_At4g19600 GO0004693 cyclin-dependent protein kinase activity
at_At4g37630 GO0004693 cyclin-dependent protein kinase activity
at_At5g27620 GO0004693 cyclin-dependent protein kinase activity
Propertest Accuracy: 3/9 (33.33%)
Propertest Frequency class 'GO0004672': 119/2925 (4.07%)
New (unknown) data (1752 items):
at_At1g17850 - GO0005554 molecular_function unknown
at_At3g25580 - GO0005554 molecular_function unknown
at_At3g55560 - GO0005554 molecular_function unknown
at_At4g19540 - GO0005554 molecular_function unknown
at_At5g66410 - GO0005554 molecular_function unknown
at_At4g38800 - GO0003824 catalytic activity
at_At3g50960 - GO0005554 molecular_function unknown
at_At1g48550 - GO0005554 molecular_function unknown
at_At2g45090 - no entry null
at_At4g24340 - GO0003824 catalytic activity
------------------
Rule 741
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),classification(_2,clostridia) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,pfam) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,epsilonproteobacteria),db_ref(_2,prosite) = 1
-> class GO0015399 "primary active transporter activity"
Evaluation on training data (3433 items):
at_At1g07670 GO0005388 calcium-transporting ATPase activity
at_At1g10130 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At1g17260 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
GO0016887 ATPase activity
GO0019829 cation-transporting ATPase activity
at_At1g17840 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g26130 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g27770 GO0005262 calcium channel activity
GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At1g30400 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0008559 xenobiotic-transporting ATPase activity
at_At1g51460 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g54280 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g55620 - GO0005247 voltage-gated chloride channel activity
at_At1g59820 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g68710 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g72700 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g80660 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
at_At2g13610 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g18960 GO0005515 protein binding
GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
at_At2g28070 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g29940 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g34250 GO0015450 protein translocase activity
at_At3g13080 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13220 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13900 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g21180 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g22910 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g25610 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g47730 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47740 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g53480 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55130 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g57330 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g60330 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
at_At4g18270 GO0003824 catalytic activity
GO0015450 protein translocase activity
at_At4g27420 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g29900 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At4g30190 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
at_At5g13580 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g23630 GO0019829 cation-transporting ATPase activity
at_At5g44240 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g52860 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g57110 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At5g57350 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
at_At5g61730 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Training Accuracy: 43/44 (97.73%)
Training Frequency class 'GO0015399': 110/3433 (3.20%)
Evaluation on validation data (1752 items):
at_At3g60620 - GO0004605 phosphatidate cytidylyltransferase activity
at_At1g31820 - GO0015326 cationic amino acid transporter activity
at_At1g51500 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g59870 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g39350 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g24520 - GO0016887 ATPase activity
at_At2g26910 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g34660 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g37360 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g41560 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g55100 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62700 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g19410 GO0004009 ATP-binding cassette (ABC) transporter activity
Validation Accuracy: 10/13 (76.92%)
Validation Frequency class 'GO0015399': 28/1752 (1.60%)
Evaluation on propertest data (2925 items):
at_At1g30410 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g31770 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53270 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g66950 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g71960 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g78720 GO0015450 protein translocase activity
at_At2g01320 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g16340 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g52310 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g04930 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At2g36380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g37280 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g45150 - GO0004605 phosphatidate cytidylyltransferase activity
at_At3g21090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g25620 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g27870 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g47950 - GO0016887 ATPase activity
at_At3g53510 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55110 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g63380 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At4g00900 GO0005388 calcium-transporting ATPase activity
at_At4g37640 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
GO0015085 calcium ion transporter activity
at_At5g53010 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At5g62670 - GO0016887 ATPase activity
at_At3g42640 - GO0016887 ATPase activity
at_At4g11730 - GO0016887 ATPase activity
at_At4g25750 GO0004009 ATP-binding cassette (ABC) transporter activity
Propertest Accuracy: 22/27 (81.48%)
Propertest Frequency class 'GO0015399': 63/2925 (2.15%)
New (unknown) data (1752 items):
at_At2g07610 - no entry null
at_At2g22960 - no entry null
at_At1g78620 - GO0005554 molecular_function unknown
------------------
Rule 515
eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae) = 1
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,phaseoleae),desc(_2,precursor) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,ustilago),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,interpro),desc(_2,intergenic) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),desc(_2,precursor) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eukaryota),keyword(_2,inner_membrane) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eukaryota),keyword(_2,mitochondrion) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,oryctolagus),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,electron_transport) = 0
-> class GO0015399 "primary active transporter activity"
Evaluation on training data (3433 items):
at_At1g02530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g10680 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g20350 GO0015450 protein translocase activity
at_At1g28010 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g29310 GO0015450 protein translocase activity
at_At1g63270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g65410 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g67940 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g70610 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g71330 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g31530 GO0015450 protein translocase activity
at_At2g39480 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g42210 GO0015450 protein translocase activity
at_At2g47380 GO0004129 cytochrome-c oxidase activity
at_At3g13640 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g21250 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28345 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28860 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g46560 GO0015450 protein translocase activity
at_At3g47750 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47770 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47790 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g54540 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g60160 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62150 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g01820 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g25450 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g28620 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g28630 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g33460 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g39080 - GO0016887 ATPase activity
at_At5g06530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g44110 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g55510 GO0015450 protein translocase activity
at_At5g58270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g60740 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g60790 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g61310 GO0004129 cytochrome-c oxidase activity
at_At5g61690 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Training Accuracy: 39/40 (97.50%)
Training Frequency class 'GO0015399': 110/3433 (3.20%)
Evaluation on validation data (1752 items):
at_At3g60970 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g03900 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g64550 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g10670 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g14750 - GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
at_At2g29530 GO0015450 protein translocase activity
at_At2g41700 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0015359 amino acid permease activity
at_At3g59140 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13100 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g30300 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g08680 - GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At5g08690 - GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At5g09930 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g02520 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g61740 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Validation Accuracy: 14/17 (82.35%)
Validation Frequency class 'GO0015399': 28/1752 (1.60%)
Evaluation on propertest data (2925 items):
at_At1g30420 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g04120 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g54350 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g61570 GO0015450 protein translocase activity
at_At3g06200 - GO0004385 guanylate kinase activity
at_At4g18050 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g26670 GO0015450 protein translocase activity
at_At5g64840 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g07680 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g36910 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005516 calmodulin binding
at_At2g47000 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g03900 - GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
at_At3g27190 - GO0004845 uracil phosphoribosyltransferase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g28360 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g47760 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g55320 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g01830 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g15230 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g19210 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g39850 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g02270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g03910 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g14100 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g40890 - GO0005247 voltage-gated chloride channel activity
GO0005253 anion channel activity
at_At5g46540 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g50810 GO0015450 protein translocase activity
at_At5g57450 - GO0003697 single-stranded DNA binding
GO0005515 protein binding
at_At5g61700 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g27940 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g10110 GO0015450 protein translocase activity
at_At4g25960 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g39040 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Propertest Accuracy: 27/32 (84.38%)
Propertest Frequency class 'GO0015399': 63/2925 (2.15%)
New (unknown) data (1752 items):
at_At1g09190 - GO0005554 molecular_function unknown
at_At1g12770 - GO0005554 molecular_function unknown
at_At1g19720 - GO0005554 molecular_function unknown
at_At1g78180 - GO0005488 binding
at_At2g30100 - GO0005554 molecular_function unknown
at_At2g33820 - GO0005488 binding
at_At2g46320 - GO0005488 binding
at_At3g18110 - GO0005554 molecular_function unknown
at_At3g49170 - GO0005554 molecular_function unknown
at_At3g62880 - no entry null
at_At4g15010 - GO0005488 binding
at_At4g16160 - no entry null
at_At5g03800 - GO0003824 catalytic activity
at_At4g32450 - GO0005554 molecular_function unknown
at_At4g33990 - GO0005554 molecular_function unknown
at_At5g64520 - GO0005554 molecular_function unknown
at_At1g72750 - no entry null
at_At1g32410 - GO0005215 transporter activity
at_At5g55840 - GO0005554 molecular_function unknown
at_At2g02150 - GO0005554 molecular_function unknown
at_At2g17030 - GO0005554 molecular_function unknown
at_At2g37010 - GO0005215 transporter activity
at_At3g04800 - no entry null
at_At3g28344 - no entry null
at_At3g49420 - GO0005554 molecular_function unknown
at_At3g62400 - GO0005554 molecular_function unknown
at_At4g15220 - no entry null
at_At4g19190 - GO0003676 nucleic acid binding
at_At5g01430 - GO0005554 molecular_function unknown
at_At5g02410 - GO0005554 molecular_function unknown
at_At5g08310 - GO0005554 molecular_function unknown
at_At2g28900 - no entry null
------------------
Rule 481
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,firmicutes),keyword(_2,transport) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,mus),db_ref(_2,prodom) = 1
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,cricetinae),desc(_2,subunit) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transport) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),db_ref(_2,tigrfams) = 1
-> class GO0016817 "hydrolase activity\, acting on acid anhydrides"
Evaluation on training data (3433 items):
at_At1g04730 GO0016887 ATPase activity
at_At1g06430 GO0008237 metallopeptidase activity
GO0008270 zinc ion binding
GO0016887 ATPase activity
at_At1g09100 GO0005516 calmodulin binding
GO0016887 ATPase activity
at_At1g09180 GO0003926 ARF small monomeric GTPase activity
at_At1g10630 GO0003926 ARF small monomeric GTPase activity
at_At1g43910 GO0005524 ATP binding
GO0016887 ATPase activity
at_At1g50250 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At1g63160 GO0016887 ATPase activity
at_At1g70490 GO0003926 ARF small monomeric GTPase activity
at_At1g79560 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At2g15310 GO0003926 ARF small monomeric GTPase activity
at_At2g16440 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At2g18330 GO0016887 ATPase activity
at_At2g18390 GO0003926 ARF small monomeric GTPase activity
at_At2g20140 GO0016887 ATPase activity
at_At2g38840 GO0003924 GTPase activity
GO0005525 GTP binding
at_At2g46620 GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g47170 GO0003926 ARF small monomeric GTPase activity
at_At3g22950 GO0003926 ARF small monomeric GTPase activity
at_At3g27120 GO0016887 ATPase activity
at_At3g28540 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28570 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28580 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g47060 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At3g50930 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g56690 GO0005516 calmodulin binding
GO0016887 ATPase activity
at_At3g62560 GO0003926 ARF small monomeric GTPase activity
at_At4g02060 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At4g04180 GO0016887 ATPase activity
at_At4g27680 GO0016887 ATPase activity
at_At4g28000 GO0016887 ATPase activity
at_At4g30250 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g08470 GO0016887 ATPase activity
at_At5g14670 GO0003926 ARF small monomeric GTPase activity
at_At5g15250 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At5g17060 GO0003926 ARF small monomeric GTPase activity
at_At5g17730 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g17740 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g19990 GO0016887 ATPase activity
at_At5g37680 GO0003926 ARF small monomeric GTPase activity
at_At5g42270 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At5g49840 GO0016887 ATPase activity
at_At5g51070 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g52210 GO0003926 ARF small monomeric GTPase activity
at_At5g53350 GO0016887 ATPase activity
at_At5g58290 GO0016887 ATPase activity
Training Accuracy: 46/46 (100.00%)
Training Frequency class 'GO0016817': 183/3433 (5.33%)
Evaluation on validation data (1752 items):
at_At4g24710 GO0016887 ATPase activity
at_At4g39540 - GO0004765 shikimate kinase activity
at_At1g03000 GO0016887 ATPase activity
at_At1g33360 GO0016887 ATPase activity
at_At1g50140 GO0016887 ATPase activity
at_At1g53780 GO0016887 ATPase activity
at_At1g56330 GO0003926 ARF small monomeric GTPase activity
at_At1g64110 GO0016887 ATPase activity
at_At1g73110 GO0016887 ATPase activity
at_At1g77470 GO0016887 ATPase activity
at_At2g25530 GO0016887 ATPase activity
at_At2g18190 GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g29080 GO0016887 ATPase activity
at_At3g49870 GO0003926 ARF small monomeric GTPase activity
at_At3g53230 - GO0005524 ATP binding
at_At3g15120 GO0016887 ATPase activity
at_At3g27440 - GO0004845 uracil phosphoribosyltransferase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g29800 GO0005524 ATP binding
GO0016887 ATPase activity
at_At4g18480 - GO0016851 magnesium chelatase activity
at_At4g30490 GO0016887 ATPase activity
at_At1g24290 - GO0005524 ATP binding
at_At5g35930 - GO0016208 AMP binding
at_At5g40000 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g53170 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At3g48870 GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g03670 GO0016887 ATPase activity
Validation Accuracy: 20/26 (76.92%)
Validation Frequency class 'GO0016817': 74/1752 (4.22%)
Evaluation on propertest data (2925 items):
at_At1g02620 GO0003926 ARF small monomeric GTPase activity
at_At1g21690 GO0016887 ATPase activity
at_At1g02890 GO0016887 ATPase activity
at_At1g23490 GO0003926 ARF small monomeric GTPase activity
at_At1g62130 GO0016887 ATPase activity
at_At3g16290 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At1g02430 GO0003926 ARF small monomeric GTPase activity
at_At2g14050 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At2g25030 - GO0005524 ATP binding
at_At2g26140 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At2g30950 GO0004176 ATP-dependent peptidase activity
GO0008237 metallopeptidase activity
GO0008270 zinc ion binding
GO0016887 ATPase activity
at_At2g34560 GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g35500 - GO0004765 shikimate kinase activity
at_At2g44690 - GO0005525 GTP binding
at_At3g01610 GO0016887 ATPase activity
at_At3g02450 GO0016887 ATPase activity
at_At3g05530 GO0005516 calmodulin binding
GO0016887 ATPase activity
at_At3g09660 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At3g09840 GO0016887 ATPase activity
at_At3g28520 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28600 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g50940 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g54840 GO0003924 GTPase activity
GO0005525 GTP binding
at_At3g62290 GO0003926 ARF small monomeric GTPase activity
at_At4g29040 GO0016887 ATPase activity
at_At4g36580 GO0016887 ATPase activity
at_At5g03340 GO0016887 ATPase activity
at_At5g16930 GO0016887 ATPase activity
at_At5g17750 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g20000 GO0016887 ATPase activity
at_At5g40010 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g46280 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At5g50920 GO0004176 ATP-dependent peptidase activity
GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g53540 GO0016887 ATPase activity
at_At5g57480 GO0016887 ATPase activity
at_At5g58870 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At5g67560 GO0003926 ARF small monomeric GTPase activity
at_At1g02440 GO0003926 ARF small monomeric GTPase activity
at_At1g53750 GO0016887 ATPase activity
at_At1g07510 GO0016887 ATPase activity
at_At3g03060 GO0016887 ATPase activity
at_At3g03120 GO0003926 ARF small monomeric GTPase activity
at_At3g49860 GO0003926 ARF small monomeric GTPase activity
at_At4g02080 GO0003926 ARF small monomeric GTPase activity
at_At5g43010 GO0016887 ATPase activity
Propertest Accuracy: 42/45 (93.33%)
Propertest Frequency class 'GO0016817': 160/2925 (5.47%)
New (unknown) data (1752 items):
at_At1g17610 - GO0005554 molecular_function unknown
at_At2g02480 - no entry null
at_At2g15790 - GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At2g27600 - no entry null
at_At2g39730 - GO0030234 enzyme regulator activity
at_At3g19740 - no entry null
at_At3g52490 - GO0005554 molecular_function unknown
at_At4g02470 - no entry null
at_At4g04910 - no entry null
at_At4g18820 - GO0005554 molecular_function unknown
at_At4g32551 - no entry null
at_At5g17760 - no entry null
at_At5g22330 - GO0005554 molecular_function unknown
at_At5g45720 - GO0005554 molecular_function unknown
at_At5g66130 - GO0005554 molecular_function unknown
at_At4g24850 - no entry null
at_At1g45000 - no entry null
at_At1g56180 - GO0005554 molecular_function unknown
at_At1g56500 - GO0016787 hydrolase activity
at_At1g05910 - no entry null
at_At5g64580 - no entry null
at_At2g32950 - no entry null
at_At5g40090 - GO0005554 molecular_function unknown
at_At5g65960 - GO0005554 molecular_function unknown
at_At3g24530 - no entry null
at_At4g25830 - GO0005554 molecular_function unknown
------------------
Rule 517
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,phaseoleae),desc(_2,precursor) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,ustilago),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,interpro),desc(_2,intergenic) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),desc(_2,precursor) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eukaryota),keyword(_2,inner_membrane) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,oryctolagus),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,streptococcus) = 1
-> class GO0016817 "hydrolase activity\, acting on acid anhydrides"
Evaluation on training data (3433 items):
at_At1g02530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g10680 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g17840 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g28010 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g30400 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0008559 xenobiotic-transporting ATPase activity
at_At1g53390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g63270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g65410 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g67940 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g70610 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g71330 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g13610 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g28070 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g29940 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g39480 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13220 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13640 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g21250 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28345 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28860 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g47730 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47740 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47750 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47770 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47790 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g53480 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g54540 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g55130 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g60160 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62150 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g01820 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g25450 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g27420 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g28620 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g28630 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g33460 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g39080 GO0016887 ATPase activity
at_At5g06530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g13580 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g44110 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g58270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g60740 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g60790 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g61690 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Training Accuracy: 45/45 (100.00%)
Training Frequency class 'GO0016817': 183/3433 (5.33%)
Evaluation on validation data (1752 items):
at_At3g60620 - GO0004605 phosphatidate cytidylyltransferase activity
at_At3g60970 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g03900 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g59870 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g64550 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g10670 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g14750 - GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
at_At2g26910 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g37360 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g41700 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0015359 amino acid permease activity
at_At3g59140 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13100 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g30300 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g08680 - GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At5g08690 - GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At5g09930 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g19410 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g02520 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g61740 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Validation Accuracy: 17/21 (80.95%)
Validation Frequency class 'GO0016817': 74/1752 (4.22%)
Evaluation on propertest data (2925 items):
at_At1g30420 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g31770 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g04120 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53270 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g54350 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g66950 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g71960 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g01320 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g06200 - GO0004385 guanylate kinase activity
at_At3g16340 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g18050 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g05170 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g64840 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g07680 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g36380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g36910 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005516 calmodulin binding
at_At2g37280 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g47000 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g03900 - GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
at_At3g21090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g25620 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g27190 - GO0004845 uracil phosphoribosyltransferase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g28360 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g47760 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g53510 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55320 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g01830 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g15230 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g19210 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g39850 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g02270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g03910 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g14100 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g46540 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g57450 - GO0003697 single-stranded DNA binding
GO0005515 protein binding
at_At5g61700 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g27940 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g47800 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g25750 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g25960 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g39040 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Propertest Accuracy: 36/41 (87.80%)
Propertest Frequency class 'GO0016817': 160/2925 (5.47%)
New (unknown) data (1752 items):
at_At5g64520 - GO0005554 molecular_function unknown
at_At2g37010 - GO0005215 transporter activity
at_At3g28344 - no entry null
at_At4g15220 - no entry null
------------------
Rule 753
eval(_1,_2,4.0e-3-0.1),classification(_2,hexapoda) = 1
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),classification(_2,clostridia) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,pfam) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,epsilonproteobacteria),db_ref(_2,prosite) = 1
-> class GO0016817 "hydrolase activity\, acting on acid anhydrides"
Evaluation on training data (3433 items):
at_At1g07670 GO0005388 calcium-transporting ATPase activity
at_At1g10130 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At1g17260 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
GO0016887 ATPase activity
GO0019829 cation-transporting ATPase activity
at_At1g17840 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g26130 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g27770 GO0005262 calcium channel activity
GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At1g30400 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0008559 xenobiotic-transporting ATPase activity
at_At1g51460 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g54280 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g55620 - GO0005247 voltage-gated chloride channel activity
at_At1g59820 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g68710 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g72700 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g80660 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
at_At2g13610 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g18960 GO0005515 protein binding
GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
at_At2g28070 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g29940 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13080 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13220 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13900 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g21180 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g22910 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g25610 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g47730 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47740 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g53480 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55130 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g57330 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g60330 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
at_At4g27420 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g29900 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At4g30190 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
at_At5g13580 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g23630 GO0019829 cation-transporting ATPase activity
at_At5g44240 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g52860 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g57110 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At5g57350 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
at_At5g61730 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Training Accuracy: 41/42 (97.62%)
Training Frequency class 'GO0016817': 183/3433 (5.33%)
Evaluation on validation data (1752 items):
at_At3g60620 - GO0004605 phosphatidate cytidylyltransferase activity
at_At1g31820 - GO0015326 cationic amino acid transporter activity
at_At1g51500 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g59870 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g39350 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g24520 GO0016887 ATPase activity
at_At2g34660 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g37360 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g41560 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g55100 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62700 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g19410 GO0004009 ATP-binding cassette (ABC) transporter activity
Validation Accuracy: 10/12 (83.33%)
Validation Frequency class 'GO0016817': 74/1752 (4.22%)
Evaluation on propertest data (2925 items):
at_At1g30410 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g31770 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53270 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g66950 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g71960 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g78720 - GO0015450 protein translocase activity
at_At3g16340 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g52310 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g04930 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At2g36380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g37280 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g45150 - GO0004605 phosphatidate cytidylyltransferase activity
at_At3g21090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g25620 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g27870 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g47950 GO0016887 ATPase activity
at_At3g53510 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55110 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g63380 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At4g00900 GO0005388 calcium-transporting ATPase activity
at_At5g53010 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At5g62670 GO0016887 ATPase activity
at_At3g42640 GO0016887 ATPase activity
at_At4g11730 GO0016887 ATPase activity
at_At4g25750 GO0004009 ATP-binding cassette (ABC) transporter activity
Propertest Accuracy: 23/25 (92.00%)
Propertest Frequency class 'GO0016817': 160/2925 (5.47%)
New (unknown) data (1752 items):
at_At2g07610 - no entry null
at_At2g22960 - no entry null
at_At1g78620 - GO0005554 molecular_function unknown
------------------
Rule 505
eval(_1,_2,4.0e-3-0.1),classification(_2,streptococcaceae),keyword(_2,hydrolase) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,xenopus),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,complete_proteome),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,receptor) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,trypanosoma),desc(_2,putative) = 1
-> class GO0016817 "hydrolase activity\, acting on acid anhydrides"
Evaluation on training data (3433 items):
at_At1g01040 GO0003724 RNA helicase activity
GO0004525 ribonuclease III activity
GO0008026 ATP-dependent helicase activity
at_At1g10930 GO0008026 ATP-dependent helicase activity
at_At1g16280 GO0008026 ATP-dependent helicase activity
at_At1g27880 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g27900 GO0004004 ATP-dependent RNA helicase activity
at_At1g31360 GO0008026 ATP-dependent helicase activity
at_At1g51380 GO0008026 ATP-dependent helicase activity
at_At1g55150 GO0008026 ATP-dependent helicase activity
at_At1g59760 GO0008026 ATP-dependent helicase activity
at_At1g59990 GO0008026 ATP-dependent helicase activity
at_At1g71280 GO0008026 ATP-dependent helicase activity
at_At1g72730 GO0008026 ATP-dependent helicase activity
at_At2g01440 GO0008026 ATP-dependent helicase activity
at_At2g07750 GO0008026 ATP-dependent helicase activity
at_At2g40700 GO0008026 ATP-dependent helicase activity
at_At2g45810 GO0008026 ATP-dependent helicase activity
at_At2g47330 GO0008026 ATP-dependent helicase activity
at_At3g13920 GO0003743 translation initiation factor activity
GO0008026 ATP-dependent helicase activity
at_At3g22310 GO0008026 ATP-dependent helicase activity
at_At3g22330 GO0008026 ATP-dependent helicase activity
at_At3g26560 GO0003723 RNA binding
GO0004004 ATP-dependent RNA helicase activity
GO0005524 ATP binding
at_At3g53110 GO0008026 ATP-dependent helicase activity
at_At3g62310 - GO0003724 RNA helicase activity
at_At4g09730 GO0008026 ATP-dependent helicase activity
at_At4g33370 GO0003676 nucleic acid binding
GO0008026 ATP-dependent helicase activity
at_At5g08610 GO0008026 ATP-dependent helicase activity
at_At5g11170 GO0008026 ATP-dependent helicase activity
at_At5g11200 GO0008026 ATP-dependent helicase activity
at_At5g39840 GO0004004 ATP-dependent RNA helicase activity
at_At5g41370 GO0008026 ATP-dependent helicase activity
at_At5g51280 GO0003676 nucleic acid binding
GO0008026 ATP-dependent helicase activity
at_At5g62190 GO0008026 ATP-dependent helicase activity
at_At5g63120 GO0008026 ATP-dependent helicase activity
at_At5g63630 GO0008026 ATP-dependent helicase activity
Training Accuracy: 33/34 (97.06%)
Training Frequency class 'GO0016817': 183/3433 (5.33%)
Evaluation on validation data (1752 items):
at_At1g50410 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At1g63250 GO0008026 ATP-dependent helicase activity
at_At1g71370 GO0008026 ATP-dependent helicase activity
at_At1g77050 GO0008026 ATP-dependent helicase activity
at_At2g47250 - GO0003724 RNA helicase activity
at_At3g06980 GO0008026 ATP-dependent helicase activity
at_At3g16840 GO0008026 ATP-dependent helicase activity
at_At3g27730 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g46960 GO0008026 ATP-dependent helicase activity
at_At4g15850 GO0008026 ATP-dependent helicase activity
GO0017151 DEAD/H-box RNA helicase binding
at_At4g34910 GO0008026 ATP-dependent helicase activity
at_At5g08620 GO0008026 ATP-dependent helicase activity
at_At5g13010 - GO0003724 RNA helicase activity
at_At5g19210 GO0008026 ATP-dependent helicase activity
at_At5g54910 GO0008026 ATP-dependent helicase activity
at_At5g61390 - GO0004527 exonuclease activity
at_At5g65900 GO0008026 ATP-dependent helicase activity
at_At3g09720 GO0008026 ATP-dependent helicase activity
Validation Accuracy: 14/18 (77.78%)
Validation Frequency class 'GO0016817': 74/1752 (4.22%)
Evaluation on propertest data (2925 items):
at_At1g20920 GO0008026 ATP-dependent helicase activity
at_At1g20960 GO0008026 ATP-dependent helicase activity
at_At1g26370 - GO0003724 RNA helicase activity
at_At1g54270 GO0008026 ATP-dependent helicase activity
at_At1g70070 GO0008026 ATP-dependent helicase activity
at_At2g01130 - GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g61240 GO0008026 ATP-dependent helicase activity
at_At4g35740 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At2g06990 GO0003724 RNA helicase activity
GO0008026 ATP-dependent helicase activity
at_At2g33730 GO0008026 ATP-dependent helicase activity
at_At2g42270 GO0008026 ATP-dependent helicase activity
at_At1g11100 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g02060 GO0008026 ATP-dependent helicase activity
at_At3g05740 GO0008026 ATP-dependent helicase activity
at_At3g09620 GO0008026 ATP-dependent helicase activity
at_At3g19760 GO0008026 ATP-dependent helicase activity
at_At3g43920 - GO0003723 RNA binding
GO0004525 ribonuclease III activity
at_At4g00660 GO0008026 ATP-dependent helicase activity
at_At4g14790 GO0004004 ATP-dependent RNA helicase activity
at_At5g05450 GO0008026 ATP-dependent helicase activity
at_At5g60990 GO0008026 ATP-dependent helicase activity
at_At1g74390 - GO0004527 exonuclease activity
at_At4g32700 - GO0003677 DNA binding
GO0003887 DNA-directed DNA polymerase activity
at_At5g08110 GO0008026 ATP-dependent helicase activity
Propertest Accuracy: 18/24 (75.00%)
Propertest Frequency class 'GO0016817': 160/2925 (5.47%)
New (unknown) data (1752 items):
at_At1g03190 - no entry null
at_At3g32330 - GO0005554 molecular_function unknown
at_At3g54460 - GO0005554 molecular_function unknown
at_At2g47680 - no entry null
at_At4g37020 - GO0005554 molecular_function unknown
at_At1g28180 - no entry null
------------------
Rule 462
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,streptococcaceae),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,cyprinidae) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),db_ref(_2,prints) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 1
-> class GO0016817 "hydrolase activity\, acting on acid anhydrides"
Evaluation on training data (3433 items):
at_At1g10130 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At1g17260 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
GO0016887 ATPase activity
GO0019829 cation-transporting ATPase activity
at_At1g27770 GO0005262 calcium channel activity
GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At1g51460 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g68710 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g80660 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
at_At2g18960 GO0005515 protein binding
GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
at_At2g25610 GO0016887 ATPase activity
at_At3g21180 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g22910 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g25610 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g47740 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g55090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g57330 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g60330 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
at_At4g01320 - GO0008487 prenyl-dependent CAAX protease activity
at_At4g30190 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
at_At4g33520 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
GO0046872 metal ion binding
at_At4g34720 GO0016887 ATPase activity
GO0046961 hydrogen-transporting ATPase activity\, rotational mechanism
at_At4g37270 GO0004008 copper-exporting ATPase activity
at_At4g38920 GO0016887 ATPase activity
at_At5g21930 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g44240 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g52860 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g57350 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
Training Accuracy: 24/25 (96.00%)
Training Frequency class 'GO0016817': 183/3433 (5.33%)
Evaluation on validation data (1752 items):
at_At2g39350 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g24520 GO0016887 ATPase activity
at_At2g37360 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g41560 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g55100 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62700 GO0004009 ATP-binding cassette (ABC) transporter activity
Validation Accuracy: 6/6 (100.00%)
Validation Frequency class 'GO0016817': 74/1752 (4.22%)
Evaluation on propertest data (2925 items):
at_At2g16510 GO0000260 hydrogen-translocating V-type ATPase activity
GO0016887 ATPase activity
at_At3g47950 GO0016887 ATPase activity
at_At3g55110 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g63380 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At5g16700 - GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g17200 - GO0004650 polygalacturonase activity
at_At5g53010 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At5g62670 GO0016887 ATPase activity
at_At3g42640 GO0016887 ATPase activity
at_At4g11730 GO0016887 ATPase activity
at_At4g25750 GO0004009 ATP-binding cassette (ABC) transporter activity
Propertest Accuracy: 9/11 (81.82%)
Propertest Frequency class 'GO0016817': 160/2925 (5.47%)
New (unknown) data (1752 items):
at_At1g67420 - GO0005554 molecular_function unknown
at_At4g22330 - no entry null
at_At4g28510 - GO0005554 molecular_function unknown
at_At5g07250 - GO0005554 molecular_function unknown
at_At2g07610 - no entry null
at_At5g37160 - GO0005554 molecular_function unknown
at_At5g03080 - GO0005554 molecular_function unknown
at_At5g53850 - GO0016787 hydrolase activity
at_At1g58350 - GO0005554 molecular_function unknown
------------------
Rule 470
eval(_1,_2,0.0-9.0e-25),keyword(_2,heme) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),keyword(_2,heme) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 1
-> class GO0016835 "carbon-oxygen lyase activity"
Evaluation on training data (3433 items):
at_At1g72810 GO0004795 threonine synthase activity
at_At3g10050 - GO0004794 threonine ammonia-lyase activity
at_At3g59760 GO0004124 cysteine synthase activity
at_At3g61440 GO0004124 cysteine synthase activity
at_At4g11640 - GO0030378 serine racemase activity
at_At4g14880 GO0004124 cysteine synthase activity
at_At5g28030 GO0004124 cysteine synthase activity
at_At5g54810 GO0004834 tryptophan synthase activity
Training Accuracy: 6/8 (75.00%)
Training Frequency class 'GO0016835': 43/3433 (1.25%)
Evaluation on validation data (1752 items):
at_At2g43750 GO0004124 cysteine synthase activity
at_At3g14070 - GO0015491 cation\:cation antiporter activity
at_At5g28020 GO0004124 cysteine synthase activity
at_At5g38530 GO0004834 tryptophan synthase activity
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'GO0016835': 16/1752 (0.91%)
Evaluation on propertest data (2925 items):
at_At4g27070 GO0004834 tryptophan synthase activity
at_At3g03630 GO0004124 cysteine synthase activity
at_At3g04940 GO0004124 cysteine synthase activity
at_At3g22460 GO0004124 cysteine synthase activity
at_At4g29840 GO0004795 threonine synthase activity
Propertest Accuracy: 5/5 (100.00%)
Propertest Frequency class 'GO0016835': 36/2925 (1.23%)
New (unknown) data (1752 items):
at_At1g48420 - no entry null
at_At4g34020 - GO0005554 molecular_function unknown
at_At1g55880 - GO0016829 lyase activity
at_At5g35220 - no entry null
------------------
Rule 452
eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,precursor) = 1
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,vicieae),keyword(_2,heme) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,trypanosoma),desc(_2,putative) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,danio) = 0
-> class GO0008233 "peptidase activity"
Evaluation on training data (3433 items):
at_At1g01300 GO0004194 pepsin A activity
at_At1g11080 GO0004185 serine carboxypeptidase activity
at_At1g11910 GO0004194 pepsin A activity
at_At1g13060 GO0008233 peptidase activity
at_At1g16470 GO0008233 peptidase activity
at_At1g31450 GO0004194 pepsin A activity
at_At1g47250 GO0008233 peptidase activity
at_At1g53850 GO0008233 peptidase activity
at_At1g73280 GO0004185 serine carboxypeptidase activity
at_At1g73290 GO0004185 serine carboxypeptidase activity
at_At1g73300 GO0004185 serine carboxypeptidase activity
at_At1g73310 GO0004185 serine carboxypeptidase activity
at_At1g77440 GO0008233 peptidase activity
at_At1g79720 GO0004194 pepsin A activity
at_At2g17760 GO0004194 pepsin A activity
at_At2g22920 GO0004185 serine carboxypeptidase activity
at_At2g22970 GO0004185 serine carboxypeptidase activity
at_At2g22980 GO0004185 serine carboxypeptidase activity
at_At2g23010 GO0004185 serine carboxypeptidase activity
at_At2g24010 GO0004185 serine carboxypeptidase activity
at_At2g27020 GO0008233 peptidase activity
at_At2g28010 GO0004194 pepsin A activity
at_At2g35770 GO0004185 serine carboxypeptidase activity
at_At2g44180 GO0004239 methionyl aminopeptidase activity
at_At3g07990 GO0004185 serine carboxypeptidase activity
at_At3g10410 GO0004185 serine carboxypeptidase activity
at_At3g10450 GO0004185 serine carboxypeptidase activity
at_At3g14290 GO0008233 peptidase activity
at_At3g17180 GO0004185 serine carboxypeptidase activity
at_At3g22110 GO0008233 peptidase activity
at_At3g25420 GO0004185 serine carboxypeptidase activity
at_At3g26340 GO0004175 endopeptidase activity
at_At3g27430 GO0008233 peptidase activity
at_At3g45010 GO0004185 serine carboxypeptidase activity
at_At3g51330 GO0004194 pepsin A activity
at_At3g52010 GO0004185 serine carboxypeptidase activity
at_At3g60820 GO0008233 peptidase activity
at_At3g61820 GO0004194 pepsin A activity
at_At4g04460 GO0004194 pepsin A activity
at_At4g12910 GO0004185 serine carboxypeptidase activity
at_At4g14800 GO0008233 peptidase activity
at_At4g15100 GO0004185 serine carboxypeptidase activity
at_At4g30810 GO0004185 serine carboxypeptidase activity
at_At4g31300 GO0008233 peptidase activity
at_At5g08260 GO0004185 serine carboxypeptidase activity
at_At5g10080 GO0004194 pepsin A activity
at_At5g10760 GO0004194 pepsin A activity
at_At5g10770 - GO0003677 DNA binding
at_At5g23210 GO0004185 serine carboxypeptidase activity
at_At5g33340 GO0004194 pepsin A activity
Training Accuracy: 49/50 (98.00%)
Training Frequency class 'GO0008233': 179/3433 (5.21%)
Evaluation on validation data (1752 items):
at_At1g43780 GO0004185 serine carboxypeptidase activity
at_At1g73270 GO0004185 serine carboxypeptidase activity
at_At2g05840 GO0008233 peptidase activity
at_At1g07110 - GO0004331 fructose-2\,6-bisphosphate 2-phosphatase activity
at_At2g22990 GO0004185 serine carboxypeptidase activity
GO0016752 sinapoyltransferase activity
at_At3g51340 GO0004194 pepsin A activity
at_At3g51350 GO0004194 pepsin A activity
at_At3g51360 GO0004194 pepsin A activity
at_At3g52000 GO0004185 serine carboxypeptidase activity
at_At3g52020 GO0004185 serine carboxypeptidase activity
at_At3g22630 GO0008233 peptidase activity
at_At4g35880 GO0004194 pepsin A activity
at_At1g21720 GO0008233 peptidase activity
at_At5g09640 GO0004185 serine carboxypeptidase activity
GO0016752 sinapoyltransferase activity
at_At5g22960 GO0004185 serine carboxypeptidase activity
at_At5g22980 GO0004185 serine carboxypeptidase activity
at_At5g35590 GO0008233 peptidase activity
at_At5g40580 GO0008233 peptidase activity
at_At1g28110 GO0004185 serine carboxypeptidase activity
at_At5g66140 GO0005554 molecular_function unknown
GO0008233 peptidase activity
at_At1g62290 GO0004194 pepsin A activity
Validation Accuracy: 20/21 (95.24%)
Validation Frequency class 'GO0008233': 91/1752 (5.19%)
Evaluation on propertest data (2925 items):
at_At1g25510 GO0004194 pepsin A activity
at_At1g33540 GO0004185 serine carboxypeptidase activity
at_At1g56450 GO0008233 peptidase activity
at_At1g61130 GO0004185 serine carboxypeptidase activity
at_At1g64830 GO0004194 pepsin A activity
at_At1g79210 GO0004175 endopeptidase activity
at_At2g24000 GO0004185 serine carboxypeptidase activity
at_At1g15000 GO0004185 serine carboxypeptidase activity
at_At2g03200 GO0004194 pepsin A activity
at_At2g05850 GO0004185 serine carboxypeptidase activity
at_At2g23000 GO0004185 serine carboxypeptidase activity
at_At2g27920 GO0004185 serine carboxypeptidase activity
at_At2g28030 GO0004194 pepsin A activity
at_At2g28040 GO0004194 pepsin A activity
at_At2g28220 GO0004194 pepsin A activity
at_At2g35780 GO0004185 serine carboxypeptidase activity
at_At3g02110 GO0004185 serine carboxypeptidase activity
at_At3g12203 GO0004185 serine carboxypeptidase activity
at_At3g12220 GO0004185 serine carboxypeptidase activity
at_At3g12230 GO0004185 serine carboxypeptidase activity
at_At3g12240 GO0004185 serine carboxypeptidase activity
at_At3g18490 GO0004194 pepsin A activity
at_At3g20015 GO0004194 pepsin A activity
at_At3g51260 GO0005554 molecular_function unknown
GO0008233 peptidase activity
at_At3g63470 GO0004185 serine carboxypeptidase activity
at_At4g30040 GO0004194 pepsin A activity
at_At4g30610 GO0004187 carboxypeptidase D activity
at_At5g36180 GO0004185 serine carboxypeptidase activity
at_At5g42230 GO0004185 serine carboxypeptidase activity
at_At5g42240 GO0004185 serine carboxypeptidase activity
at_At2g33530 GO0004185 serine carboxypeptidase activity
at_At5g42790 GO0008233 peptidase activity
Propertest Accuracy: 32/32 (100.00%)
Propertest Frequency class 'GO0008233': 145/2925 (4.96%)
New (unknown) data (1752 items):
at_At1g09750 - GO0005554 molecular_function unknown
at_At1g66180 - no entry null
at_At1g69100 - no entry null
at_At1g77480 - GO0005554 molecular_function unknown
at_At2g36670 - no entry null
at_At2g42980 - no entry null
at_At3g50050 - no entry null
at_At3g52500 - no entry null
at_At4g16560 - GO0005554 molecular_function unknown
at_At4g22050 - no entry null
at_At5g19110 - GO0005554 molecular_function unknown
at_At5g37540 - no entry null
at_At5g45120 - no entry null
at_At1g03230 - GO0005554 molecular_function unknown
at_At1g05840 - no entry null
at_At3g59080 - no entry null
at_At3g12700 - no entry null
at_At5g07030 - no entry null
at_At5g33350 - no entry null
at_At1g49050 - no entry null
at_At1g03220 - GO0005554 molecular_function unknown
at_At2g12510 - no entry null
at_At3g25700 - GO0005554 molecular_function unknown
at_At4g12920 - no entry null
at_At5g19120 - GO0005554 molecular_function unknown
at_At5g22850 - no entry null
at_At1g68900 - GO0016787 hydrolase activity
at_At1g08210 - no entry null
at_At3g02740 - no entry null
at_At3g42550 - no entry null
at_At5g43100 - no entry null
------------------
Rule 445
eval(_1,_2,0.0-9.0e-25),keyword(_2,polymorphism),desc(_2,type) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,oryctolagus),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 1
-> class GO0008233 "peptidase activity"
Evaluation on training data (3433 items):
at_At1g04110 GO0004252 serine-type endopeptidase activity
GO0004289 subtilase activity
at_At1g13060 GO0008233 peptidase activity
at_At1g16470 GO0008233 peptidase activity
at_At1g20150 GO0004289 subtilase activity
at_At1g24140 GO0004222 metalloendopeptidase activity
at_At1g47250 GO0008233 peptidase activity
at_At1g53850 GO0008233 peptidase activity
at_At1g59970 GO0004222 metalloendopeptidase activity
at_At1g77440 GO0008233 peptidase activity
at_At2g27020 GO0008233 peptidase activity
at_At2g45040 GO0004222 metalloendopeptidase activity
at_At3g14290 GO0008233 peptidase activity
at_At3g22110 GO0008233 peptidase activity
at_At3g26340 GO0004175 endopeptidase activity
at_At3g27430 GO0008233 peptidase activity
at_At3g60820 GO0008233 peptidase activity
at_At4g10550 GO0004289 subtilase activity
at_At4g14800 GO0008233 peptidase activity
at_At4g16640 GO0004222 metalloendopeptidase activity
at_At4g31300 GO0008233 peptidase activity
at_At5g58830 GO0004289 subtilase activity
at_At5g59120 GO0004289 subtilase activity
Training Accuracy: 22/22 (100.00%)
Training Frequency class 'GO0008233': 179/3433 (5.21%)
Evaluation on validation data (1752 items):
at_At1g70170 GO0004222 metalloendopeptidase activity
at_At2g05840 GO0008233 peptidase activity
at_At3g22630 GO0008233 peptidase activity
at_At1g21720 GO0008233 peptidase activity
at_At5g35590 GO0008233 peptidase activity
at_At5g40580 GO0008233 peptidase activity
at_At5g58840 GO0004289 subtilase activity
at_At5g59190 GO0004289 subtilase activity
at_At5g66140 GO0005554 molecular_function unknown
GO0008233 peptidase activity
Validation Accuracy: 9/9 (100.00%)
Validation Frequency class 'GO0008233': 91/1752 (5.19%)
Evaluation on propertest data (2925 items):
at_At1g56450 GO0008233 peptidase activity
at_At1g79210 GO0004175 endopeptidase activity
at_At3g51260 GO0005554 molecular_function unknown
GO0008233 peptidase activity
at_At4g10510 GO0004289 subtilase activity
at_At4g21630 GO0004289 subtilase activity
at_At5g58820 GO0004289 subtilase activity
at_At5g67090 GO0004289 subtilase activity
at_At5g42790 GO0008233 peptidase activity
Propertest Accuracy: 8/8 (100.00%)
Propertest Frequency class 'GO0008233': 145/2925 (4.96%)
New (unknown) data (1752 items):
at_At2g32080 - no entry null
------------------
Rule 446
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,streptophyta),keyword(_2,mitochondrion) = 0
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,malus),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,oryctolagus),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 1
-> class GO0008233 "peptidase activity"
Evaluation on training data (3433 items):
at_At1g02560 GO0008462 endopeptidase Clp activity
at_At1g06260 GO0008234 cysteine-type peptidase activity
at_At1g09850 GO0008234 cysteine-type peptidase activity
at_At1g11750 GO0004176 ATP-dependent peptidase activity
GO0008462 endopeptidase Clp activity
at_At1g49970 GO0008462 endopeptidase Clp activity
at_At1g66670 GO0008462 endopeptidase Clp activity
at_At1g73990 GO0004252 serine-type endopeptidase activity
GO0008981 protease IV activity
at_At2g32480 GO0004222 metalloendopeptidase activity
at_At2g45270 GO0008450 O-sialoglycoprotein endopeptidase activity
at_At3g19400 GO0008234 cysteine-type peptidase activity
at_At3g49340 GO0008234 cysteine-type peptidase activity
at_At4g01610 GO0008234 cysteine-type peptidase activity
at_At4g11310 GO0008234 cysteine-type peptidase activity
at_At4g11320 GO0008234 cysteine-type peptidase activity
at_At4g23520 GO0008234 cysteine-type peptidase activity
at_At4g39090 GO0004197 cysteine-type endopeptidase activity
GO0008234 cysteine-type peptidase activity
at_At5g05050 GO0008234 cysteine-type peptidase activity
Training Accuracy: 17/17 (100.00%)
Training Frequency class 'GO0008233': 179/3433 (5.21%)
Evaluation on validation data (1752 items):
at_At1g76030 - GO0000260 hydrogen-translocating V-type ATPase activity
GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At1g07110 - GO0004331 fructose-2\,6-bisphosphate 2-phosphatase activity
at_At2g27420 GO0008234 cysteine-type peptidase activity
at_At2g34080 GO0008234 cysteine-type peptidase activity
at_At3g16550 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At3g45310 GO0008234 cysteine-type peptidase activity
at_At4g16190 GO0008234 cysteine-type peptidase activity
at_At1g20850 GO0008233 peptidase activity
GO0008234 cysteine-type peptidase activity
at_At5g36950 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g39830 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g45390 GO0008462 endopeptidase Clp activity
at_At5g45890 GO0008234 cysteine-type peptidase activity
at_At5g50260 GO0008234 cysteine-type peptidase activity
at_At1g29080 GO0008234 cysteine-type peptidase activity
at_At1g29110 GO0008234 cysteine-type peptidase activity
at_At3g48350 GO0008234 cysteine-type peptidase activity
Validation Accuracy: 14/16 (87.50%)
Validation Frequency class 'GO0008233': 91/1752 (5.19%)
Evaluation on propertest data (2925 items):
at_At1g29090 GO0008234 cysteine-type peptidase activity
at_At1g51150 GO0004252 serine-type endopeptidase activity
GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At1g60550 - GO0008935 naphthoate synthase activity
at_At1g02300 GO0008234 cysteine-type peptidase activity
at_At2g21430 GO0008234 cysteine-type peptidase activity
at_At3g03380 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At3g27925 GO0008236 serine-type peptidase activity
at_At3g43960 GO0008234 cysteine-type peptidase activity
at_At3g48340 GO0008234 cysteine-type peptidase activity
at_At1g12410 GO0008462 endopeptidase Clp activity
at_At3g54940 GO0008234 cysteine-type peptidase activity
at_At3g55940 - GO0004629 phospholipase C activity
at_At4g35350 GO0008234 cysteine-type peptidase activity
at_At4g36880 GO0008234 cysteine-type peptidase activity
at_At4g38510 - GO0000260 hydrogen-translocating V-type ATPase activity
GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At5g08670 - GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At5g23140 GO0008462 endopeptidase Clp activity
at_At5g60360 GO0008234 cysteine-type peptidase activity
at_At1g65630 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At1g65640 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At4g08870 - GO0008783 agmatinase activity
at_At4g08900 - GO0008783 agmatinase activity
Propertest Accuracy: 16/22 (72.73%)
Propertest Frequency class 'GO0008233': 145/2925 (4.96%)
New (unknown) data (1752 items):
at_At1g15700 - GO0000260 hydrogen-translocating V-type ATPase activity
at_At1g22080 - GO0005554 molecular_function unknown
at_At1g55350 - no entry null
at_At1g58280 - GO0005554 molecular_function unknown
at_At2g17280 - GO0003824 catalytic activity
at_At2g33040 - no entry null
at_At2g38660 - GO0003824 catalytic activity
at_At3g60420 - GO0005554 molecular_function unknown
at_At3g60440 - GO0005554 molecular_function unknown
at_At4g01620 - no entry null
at_At5g17080 - GO0005554 molecular_function unknown
at_At2g28560 - GO0005554 molecular_function unknown
at_At3g12290 - GO0003824 catalytic activity
at_At1g20260 - GO0000260 hydrogen-translocating V-type ATPase activity
at_At1g22170 - GO0003824 catalytic activity
at_At1g03720 - GO0005554 molecular_function unknown
at_At5g64460 - GO0005554 molecular_function unknown
at_At2g32080 - no entry null
at_At3g03390 - no entry null
at_At3g26780 - GO0003824 catalytic activity
at_At3g27890 - no entry null
at_At3g50520 - GO0003824 catalytic activity
at_At3g60450 - GO0005554 molecular_function unknown
at_At4g00600 - GO0003824 catalytic activity
at_At4g00620 - GO0003824 catalytic activity
at_At4g04640 - no entry null
at_At4g13360 - GO0003824 catalytic activity
at_At5g04120 - GO0003824 catalytic activity
at_At5g22620 - GO0003824 catalytic activity
at_At5g51180 - GO0005554 molecular_function unknown
at_At1g78050 - GO0003824 catalytic activity
at_At1g08940 - GO0003824 catalytic activity
at_At3g05170 - GO0003824 catalytic activity
------------------
Rule 160
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,calcium_binding),desc(_2,alpha) = 1
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,349.0-485.0),classification(_2,mus) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,malus),db_ref(_2,prosite) = 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,escherichia),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
-> class GO0008233 "peptidase activity"
Evaluation on training data (3433 items):
at_At1g26830 - GO0004842 ubiquitin-protein ligase activity
at_At1g35770 GO0008234 cysteine-type peptidase activity
at_At1g42460 GO0008234 cysteine-type peptidase activity
at_At1g52020 GO0008234 cysteine-type peptidase activity
at_At2g02210 GO0008234 cysteine-type peptidase activity
at_At2g05560 GO0008234 cysteine-type peptidase activity
at_At2g07240 GO0008234 cysteine-type peptidase activity
at_At2g10350 GO0008234 cysteine-type peptidase activity
at_At2g15140 GO0008234 cysteine-type peptidase activity
at_At2g15190 GO0008234 cysteine-type peptidase activity
at_At3g09170 GO0008234 cysteine-type peptidase activity
at_At3g42690 GO0008234 cysteine-type peptidase activity
at_At3g42730 GO0008234 cysteine-type peptidase activity
at_At3g44500 GO0008234 cysteine-type peptidase activity
at_At3g47260 GO0008234 cysteine-type peptidase activity
at_At4g03300 GO0008234 cysteine-type peptidase activity
at_At4g04010 GO0008234 cysteine-type peptidase activity
at_At4g04130 GO0008234 cysteine-type peptidase activity
at_At4g04390 GO0008234 cysteine-type peptidase activity
at_At4g05280 GO0008234 cysteine-type peptidase activity
at_At4g08340 GO0008234 cysteine-type peptidase activity
at_At4g08880 GO0008234 cysteine-type peptidase activity
at_At5g57160 - GO0003910 DNA ligase (ATP) activity
GO0005515 protein binding
Training Accuracy: 21/23 (91.30%)
Training Frequency class 'GO0008233': 179/3433 (5.21%)
Evaluation on validation data (1752 items):
at_At1g34740 GO0008234 cysteine-type peptidase activity
at_At1g68990 - GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At2g06430 GO0008234 cysteine-type peptidase activity
at_At3g26260 GO0008234 cysteine-type peptidase activity
at_At3g26530 GO0008234 cysteine-type peptidase activity
at_At5g57320 - GO0003779 actin binding
at_At1g48760 - GO0030276 clathrin binding
at_At3g32900 GO0008234 cysteine-type peptidase activity
Validation Accuracy: 5/8 (62.50%)
Validation Frequency class 'GO0008233': 91/1752 (5.19%)
Evaluation on propertest data (2925 items):
at_At1g44880 GO0008234 cysteine-type peptidase activity
at_At2g29240 GO0008234 cysteine-type peptidase activity
at_At3g57410 - GO0003779 actin binding
at_At4g08430 GO0008234 cysteine-type peptidase activity
at_At5g36860 GO0008234 cysteine-type peptidase activity
at_At5g44890 GO0008234 cysteine-type peptidase activity
at_At3g42580 GO0008234 cysteine-type peptidase activity
Propertest Accuracy: 6/7 (85.71%)
Propertest Frequency class 'GO0008233': 145/2925 (4.96%)
New (unknown) data (1752 items):
at_At1g02990 - GO0005554 molecular_function unknown
at_At1g06940 - no entry null
at_At1g22530 - GO0005215 transporter activity
at_At1g34700 - GO0004803 transposase activity
at_At1g37020 - GO0005554 molecular_function unknown
at_At1g43140 - GO0005554 molecular_function unknown
at_At1g55050 - GO0005554 molecular_function unknown
at_At1g55690 - GO0005215 transporter activity
at_At1g72150 - GO0005215 transporter activity
at_At1g80010 - GO0005554 molecular_function unknown
at_At2g02560 - GO0005554 molecular_function unknown
at_At2g05010 - GO0004803 transposase activity
at_At2g05450 - no entry null
at_At2g07080 - no entry null
at_At2g12860 - no entry null
at_At2g34920 - GO0005554 molecular_function unknown
at_At3g20975 - no entry null
at_At3g32060 - GO0004803 transposase activity
at_At3g42530 - GO0005554 molecular_function unknown
at_At3g43390 - GO0005554 molecular_function unknown
at_At3g43460 - GO0005554 molecular_function unknown
at_At3g44690 - GO0005554 molecular_function unknown
at_At4g01170 - GO0005554 molecular_function unknown
at_At4g04420 - no entry null
at_At4g04560 - no entry null
at_At4g08550 - GO0005554 molecular_function unknown
at_At4g09160 - GO0005215 transporter activity
at_At4g09410 - GO0004803 transposase activity
at_At4g14840 - GO0005554 molecular_function unknown
at_At4g19650 - GO0005554 molecular_function unknown
at_At5g02520 - GO0005554 molecular_function unknown
at_At5g27190 - GO0004803 transposase activity
at_At5g28530 - GO0005554 molecular_function unknown
at_At5g66660 - GO0005554 molecular_function unknown
at_At3g60740 - no entry null
at_At1g35060 - GO0004803 transposase activity
at_At1g70060 - GO0005554 molecular_function unknown
at_At2g09830 - no entry null
at_At2g16640 - GO0005554 molecular_function unknown
at_At2g21040 - GO0005554 molecular_function unknown
at_At5g02370 - no entry null
at_At5g18960 - GO0005554 molecular_function unknown
at_At5g20610 - GO0005554 molecular_function unknown
at_At5g45570 - no entry null
at_At3g31450 - no entry null
at_At1g52520 - GO0005554 molecular_function unknown
at_At1g59890 - GO0005554 molecular_function unknown
at_At1g76780 - GO0005554 molecular_function unknown
at_At2g04310 - GO0004803 transposase activity
at_At2g11170 - GO0005554 molecular_function unknown
at_At3g06250 - GO0005554 molecular_function unknown
at_At1g15300 - no entry null
at_At2g05170 - no entry null
at_At2g06870 - GO0004803 transposase activity
at_At2g14770 - GO0005554 molecular_function unknown
at_At2g23500 - GO0004803 transposase activity
at_At2g23720 - GO0004803 transposase activity
at_At2g24930 - no entry null
at_At2g39440 - GO0005554 molecular_function unknown
at_At3g16620 - GO0005554 molecular_function unknown
at_At1g01950 - no entry null
at_At3g54350 - GO0005554 molecular_function unknown
at_At4g04400 - GO0005554 molecular_function unknown
at_At5g14280 - GO0005554 molecular_function unknown
at_At5g16430 - GO0005554 molecular_function unknown
at_At5g28810 - GO0005554 molecular_function unknown
at_At5g45160 - no entry null
at_At1g66730 - no entry null
at_At1g10240 - GO0005554 molecular_function unknown
at_At3g03110 - GO0008565 protein transporter activity
at_At3g10180 - no entry null
at_At3g42910 - GO0005554 molecular_function unknown
------------------
Rule 634
eval(_1,_2,4.0e-3-0.1),keyword(_2,mitochondrion),desc(_2,homolog) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,rhizobiales),db_ref(_2,tigrfams) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,betaproteobacteria),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,receptor) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),keyword(_2,signal) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),db_ref(_2,hssp) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,synechocystis) = 0
-> class GO0016772 "transferase activity\, transferring phosphorus-containing groups"
Evaluation on training data (3433 items):
at_At1g04440 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At1g06390 GO0004696 glycogen synthase kinase 3 activity
GO0016301 kinase activity
at_At1g06840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g07650 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g08590 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g08720 GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At1g09970 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g12460 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g14390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g17240 GO0004672 protein kinase activity
GO0005515 protein binding
at_At1g17250 GO0004672 protein kinase activity
GO0005515 protein binding
at_At1g17750 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g19090 GO0004702 receptor signaling protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g21240 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g27190 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g28440 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g32320 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At1g34110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g35670 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g48480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g49160 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At1g50610 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g51830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g53420 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g60630 - GO0005524 ATP binding
GO0016301 kinase activity
at_At1g63430 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g65800 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g66150 GO0004675 transmembrane receptor protein serine/threonine kinase activity
at_At1g67510 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g68400 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g72460 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g73670 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At1g74360 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g75640 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g76540 GO0004693 cyclin-dependent protein kinase activity
GO0005515 protein binding
GO0016301 kinase activity
at_At1g78980 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g79570 GO0004672 protein kinase activity
at_At2g01210 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g01830 GO0004673 protein-histidine kinase activity
at_At2g02220 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g17700 GO0004672 protein kinase activity
at_At2g17820 GO0004673 protein-histidine kinase activity
GO0005034 osmosensor activity
GO0009927 histidine phosphotransfer kinase activity
at_At2g17890 GO0004685 calcium/calmodulin-dependent protein kinase activity
at_At2g23300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g24130 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g25790 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g26330 GO0019199 transmembrane receptor protein kinase activity
at_At2g26730 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g27060 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g28970 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g31500 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g31880 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g35890 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g40940 GO0004673 protein-histidine kinase activity
at_At2g41820 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g45340 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g13065 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g14720 GO0004707 MAP kinase activity
at_At3g18040 GO0004707 MAP kinase activity
at_At3g21220 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At3g23150 GO0004673 protein-histidine kinase activity
at_At3g23340 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At3g28450 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g42880 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP bi