Rule 974
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,rhizobiales),keyword(_2,hypothetical_protein) = 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,streptophyta),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),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),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,mycobacterium) = 1
-> class GO0000156 "two-component response regulator activity"
Evaluation on training data (5617 items):
at_At1g19050 GO0000156 two-component response regulator activity
at_At1g59940 GO0000156 two-component response regulator activity
at_At1g68210 GO0000156 two-component response regulator activity
at_At2g41310 GO0000156 two-component response regulator activity
at_At3g48100 GO0000156 two-component response regulator activity
at_At3g57040 GO0000156 two-component response regulator activity
at_At5g62120 GO0000156 two-component response regulator activity
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'GO0000156': 11/5617 (0.20%)
Evaluation on validation data (2787 items):
at_At1g67710 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At1g74890 GO0000156 two-component response regulator activity
at_At4g16110 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At5g02810 GO0000156 two-component response regulator activity
at_At5g24470 GO0000156 two-component response regulator activity
at_At5g53390 - GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At5g60100 GO0000156 two-component response regulator activity
at_At5g61380 GO0000156 two-component response regulator activity
at_At5g62920 GO0000156 two-component response regulator activity
at_At1g49190 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
Validation Accuracy: 9/10 (90.00%)
Validation Frequency class 'GO0000156': 14/2787 (0.50%)
Evaluation on propertest data (4746 items):
at_At2g01760 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At2g25180 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At3g04280 GO0000156 two-component response regulator activity
at_At3g49210 - GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At5g16350 - GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At2g40670 GO0000156 two-component response regulator activity
Propertest Accuracy: 4/6 (66.67%)
Propertest Frequency class 'GO0000156': 6/4746 (0.13%)
New (unknown) data (2787 items):
at_At1g72110 - GO0005554 molecular_function unknown
at_At3g29530 - no entry null
at_At2g07440 - GO0005554 molecular_function unknown
------------------
Rule 1290
eval(_1,_2,2.0e-5-4.0e-3),species(_2,rattus_norvegicus__rat_) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,triticeae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,caryophyllales),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,asteridae),keyword(_2,phosphorylation) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,multigene_family) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transport) = 0
-> class GO0003773 "heat shock protein activity"
Evaluation on training data (5617 items):
at_At1g16030 GO0003773 heat shock protein activity
at_At1g54050 GO0003773 heat shock protein activity
at_At1g79920 GO0003773 heat shock protein activity
at_At1g79930 GO0003773 heat shock protein activity
GO0005524 ATP binding
at_At1g07400 GO0003773 heat shock protein activity
at_At2g27140 GO0003773 heat shock protein activity
at_At3g09440 GO0003773 heat shock protein activity
at_At4g24280 GO0003773 heat shock protein activity
at_At4g25200 GO0003773 heat shock protein activity
at_At5g12030 GO0003754 chaperone activity
GO0003773 heat shock protein activity
at_At5g28540 GO0003773 heat shock protein activity
at_At5g37670 GO0003773 heat shock protein activity
at_At5g42020 GO0003773 heat shock protein activity
at_At5g51440 GO0003773 heat shock protein activity
at_At5g59720 GO0003773 heat shock protein activity
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'GO0003773': 27/5617 (0.48%)
Evaluation on validation data (2787 items):
at_At1g11660 GO0003773 heat shock protein activity
at_At3g46230 GO0003773 heat shock protein activity
at_At4g27670 GO0003773 heat shock protein activity
at_At4g37910 GO0003773 heat shock protein activity
at_At5g02490 GO0003773 heat shock protein activity
Validation Accuracy: 5/5 (100.00%)
Validation Frequency class 'GO0003773': 9/2787 (0.32%)
Evaluation on propertest data (4746 items):
at_At1g52560 GO0003773 heat shock protein activity
at_At1g53540 GO0003773 heat shock protein activity
at_At1g56410 GO0003773 heat shock protein activity
at_At1g80600 - GO0003992 acetylornithine transaminase activity
at_At1g09080 GO0003773 heat shock protein activity
at_At2g25840 - GO0004812 tRNA ligase activity
GO0004830 tryptophan-tRNA ligase activity
GO0005524 ATP binding
at_At2g29500 GO0003773 heat shock protein activity
at_At3g12580 GO0003773 heat shock protein activity
at_At4g10250 GO0003773 heat shock protein activity
at_At4g16660 GO0003773 heat shock protein activity
at_At4g21870 GO0003773 heat shock protein activity
at_At4g30310 - GO0004370 glycerol kinase activity
GO0004856 xylulokinase activity
GO0008741 ribulokinase activity
GO0019200 carbohydrate kinase activity
at_At4g32210 - GO0000104 succinate dehydrogenase activity
at_At5g02500 GO0003773 heat shock protein activity
at_At5g09590 GO0003773 heat shock protein activity
at_At5g12020 GO0003773 heat shock protein activity
at_At5g20970 GO0003773 heat shock protein activity
at_At5g49910 GO0003773 heat shock protein activity
Propertest Accuracy: 14/18 (77.78%)
Propertest Frequency class 'GO0003773': 27/4746 (0.57%)
New (unknown) data (2787 items):
at_At2g19310 - GO0005554 molecular_function unknown
at_At4g16560 - GO0005554 molecular_function unknown
at_At5g47600 - GO0005554 molecular_function unknown
at_At4g16550 - GO0005554 molecular_function unknown
------------------
Rule 838
eval(_1,_2,0.0-9.0e-25),db_ref(_2,flybase),desc(_2,homolog) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,atp_binding),desc(_2,factor) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,oomycetes),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,caenorhabditis),desc(_2,factor) = 1
-> class GO0003787 "actin depolymerizing activity"
Evaluation on training data (5617 items):
at_At2g31200 GO0003779 actin binding
GO0003787 actin depolymerizing activity
at_At4g00680 GO0003779 actin binding
GO0003787 actin depolymerizing activity
at_At5g52360 GO0003779 actin binding
GO0003787 actin depolymerizing activity
at_At5g59890 GO0003779 actin binding
GO0003787 actin depolymerizing activity
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'GO0003787': 4/5617 (0.07%)
Evaluation on validation data (2787 items):
at_At2g16700 GO0003779 actin binding
GO0003787 actin depolymerizing activity
at_At3g45990 GO0003779 actin binding
GO0003787 actin depolymerizing activity
at_At3g46010 GO0003779 actin binding
GO0003787 actin depolymerizing activity
at_At4g34970 GO0003787 actin depolymerizing activity
at_At5g59880 GO0003779 actin binding
GO0003787 actin depolymerizing activity
at_At1g01750 GO0003779 actin binding
GO0003787 actin depolymerizing activity
Validation Accuracy: 6/6 (100.00%)
Validation Frequency class 'GO0003787': 6/2787 (0.22%)
Evaluation on propertest data (4746 items):
at_At3g46000 GO0003779 actin binding
GO0003787 actin depolymerizing activity
at_At2g23460 - GO0004871 signal transducer activity
GO0004872 receptor activity
GO0005215 transporter activity
at_At4g25590 GO0003779 actin binding
GO0003787 actin depolymerizing activity
Propertest Accuracy: 2/3 (66.67%)
Propertest Frequency class 'GO0003787': 2/4746 (0.04%)
New (unknown) data (2787 items):
at_At1g31930 - GO0004871 signal transducer activity
------------------
Rule 1094
eval(_1,_2,4.0e-3-0.1),keyword(_2,atp_binding),desc(_2,probable) = 1
eval(_1,_2,2.0e-5-4.0e-3),mol_wt(_2,54204.0-74022.0),classification(_2,cyanobacteria) = 0
eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,1574.0-38820.0),species(_2,haemophilus_influenzae) = 0
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,oxidoreductase),db_ref(_2,pir) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,streptomyces),keyword(_2,phosphorylation) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,prodom),desc(_2,in) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,atp_binding),desc(_2,factor) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,zinc_finger),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,embryophyta),keyword(_2,transcription_regulation) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,sordariales) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),db_ref(_2,hamap) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transcription_regulation) = 0
-> class GO0004386 "helicase activity"
Evaluation on training data (5617 items):
at_At1g16280 GO0008026 ATP-dependent helicase activity
at_At1g02670 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g20750 GO0003676 nucleic acid binding
GO0005524 ATP binding
GO0005554 molecular_function unknown
GO0008026 ATP-dependent helicase activity
at_At1g27880 GO0003676 nucleic acid binding
GO0004003 ATP-dependent DNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g27900 GO0003676 nucleic acid binding
GO0004004 ATP-dependent RNA helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g31360 GO0003676 nucleic acid binding
GO0004003 ATP-dependent DNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
GO0016149 translation release factor activity\, codon specific
at_At1g03750 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g48310 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g48650 GO0003676 nucleic acid binding
GO0003725 double-stranded RNA binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g51380 GO0008026 ATP-dependent helicase activity
at_At1g55150 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g58050 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g59760 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g59990 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g60930 GO0003676 nucleic acid binding
GO0003678 DNA helicase activity
GO0004003 ATP-dependent DNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g61140 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At1g71280 GO0003676 nucleic acid binding
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g72730 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g54460 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At2g01440 GO0003676 nucleic acid binding
GO0003684 damaged DNA binding
GO0004003 ATP-dependent DNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At2g07750 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g08600 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At2g28600 GO0005524 ATP binding
GO0005554 molecular_function unknown
GO0008026 ATP-dependent helicase activity
at_At2g40700 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At2g40770 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At2g45810 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g10930 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004003 ATP-dependent DNA helicase activity
GO0004386 helicase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At2g47330 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
GO0015520 tetracycline\:hydrogen antiporter activity
at_At3g12810 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g13920 GO0003743 translation initiation factor activity
GO0008026 ATP-dependent helicase activity
at_At3g22310 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g22330 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g24340 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008170 N-methyltransferase activity
at_At3g26560 GO0003676 nucleic acid binding
GO0003723 RNA binding
GO0004004 ATP-dependent RNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g53110 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g57300 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g62310 GO0003676 nucleic acid binding
GO0003724 RNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At4g01020 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005489 electron transporter activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At4g01800 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At4g09730 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At4g16680 GO0003676 nucleic acid binding
GO0003724 RNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At4g33370 GO0003676 nucleic acid binding
GO0004003 ATP-dependent DNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g11170 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g11200 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g22330 GO0005524 ATP binding
GO0005554 molecular_function unknown
GO0009378 Holliday junction helicase activity
at_At5g22750 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
GO0008270 zinc ion binding
at_At5g39840 GO0003676 nucleic acid binding
GO0004004 ATP-dependent RNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g51280 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003918 DNA topoisomerase (ATP-hydrolyzing) activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g62190 GO0008026 ATP-dependent helicase activity
at_At5g63120 GO0003676 nucleic acid binding
GO0004086 carbamoyl-phosphate synthase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g63630 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g05130 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At5g08610 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g41370 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004003 ATP-dependent DNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At4g04180 GO0003677 DNA binding
GO0004222 metalloendopeptidase activity
GO0005524 ATP binding
GO0009378 Holliday junction helicase activity
GO0016787 hydrolase activity
GO0016887 ATPase activity
Training Accuracy: 55/55 (100.00%)
Training Frequency class 'GO0004386': 68/5617 (1.21%)
Evaluation on validation data (2787 items):
at_At1g03000 - GO0016887 ATPase activity
at_At1g31970 GO0008026 ATP-dependent helicase activity
at_At1g34610 - GO0008234 cysteine-type peptidase activity
at_At1g50410 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At1g63250 GO0003676 nucleic acid binding
GO0004003 ATP-dependent DNA helicase activity
GO0004386 helicase activity
GO0004420 hydroxymethylglutaryl-CoA reductase (NADPH) activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g71370 GO0008026 ATP-dependent helicase activity
at_At1g77050 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At2g18190 - GO0003796 lysozyme activity
GO0005524 ATP binding
GO0016787 hydrolase activity
GO0016887 ATPase activity
at_At2g21450 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At2g29080 - GO0004222 metalloendopeptidase activity
GO0005524 ATP binding
GO0016787 hydrolase activity
GO0016887 ATPase activity
at_At2g47250 GO0003676 nucleic acid binding
GO0003724 RNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g06980 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g16840 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g27730 GO0003677 DNA binding
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g43350 - GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At3g46960 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At4g15850 GO0008026 ATP-dependent helicase activity
GO0017151 DEAD/H-box RNA helicase binding
at_At4g16630 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At4g34910 GO0003676 nucleic acid binding
GO0004019 adenylosuccinate synthase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0005525 GTP binding
GO0008026 ATP-dependent helicase activity
GO0016151 nickel ion binding
at_At5g08620 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g19310 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At5g45570 - GO0008234 cysteine-type peptidase activity
at_At5g54910 GO0003676 nucleic acid binding
GO0004003 ATP-dependent DNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g65900 GO0003676 nucleic acid binding
GO0004003 ATP-dependent DNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g09720 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g19210 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
Validation Accuracy: 20/26 (76.92%)
Validation Frequency class 'GO0004386': 36/2787 (1.29%)
Evaluation on propertest data (4746 items):
at_At1g26370 GO0003676 nucleic acid binding
GO0003724 RNA helicase activity
GO0003774 motor activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g54270 GO0008026 ATP-dependent helicase activity
at_At1g05120 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005489 electron transporter activity
GO0005524 ATP binding
at_At1g58060 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g70070 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g79890 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
GO0008026 ATP-dependent helicase activity
at_At2g01130 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g61240 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At4g35740 GO0003676 nucleic acid binding
GO0004003 ATP-dependent DNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At2g02090 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At2g13390 - GO0003677 DNA binding
at_At2g28290 - GO0016887 ATPase activity
at_At2g33730 GO0003676 nucleic acid binding
GO0004003 ATP-dependent DNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At2g42270 GO0001584 rhodopsin-like receptor activity
GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At2g44980 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0030528 transcription regulator activity
at_At2g46020 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
GO0030528 transcription regulator activity
at_At3g02060 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g02450 - GO0004222 metalloendopeptidase activity
GO0005524 ATP binding
GO0016787 hydrolase activity
GO0016887 ATPase activity
at_At3g05740 GO0008026 ATP-dependent helicase activity
at_At3g05790 - GO0003793 defense/immunity protein activity
GO0004176 ATP-dependent peptidase activity
GO0004252 serine-type endopeptidase activity
GO0005524 ATP binding
GO0008236 serine-type peptidase activity
at_At3g06400 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At3g18600 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g19760 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g20010 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At3g28520 - GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g50940 - GO0005524 ATP binding
GO0016787 hydrolase activity
GO0016887 ATPase activity
at_At4g00660 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At4g31900 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003682 chromatin binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
GO0030528 transcription regulator activity
at_At5g05450 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g16930 - GO0003774 motor activity
GO0005524 ATP binding
GO0016787 hydrolase activity
GO0016887 ATPase activity
at_At5g27680 GO0003676 nucleic acid binding
GO0004003 ATP-dependent DNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g41360 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004003 ATP-dependent DNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g43530 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
GO0008270 zinc ion binding
at_At5g45140 - GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At5g53540 - GO0003677 DNA binding
GO0003688 DNA replication origin binding
GO0004176 ATP-dependent peptidase activity
GO0004222 metalloendopeptidase activity
GO0004252 serine-type endopeptidase activity
GO0005524 ATP binding
GO0016787 hydrolase activity
GO0016887 ATPase activity
at_At5g57480 - GO0005524 ATP binding
GO0016787 hydrolase activity
GO0016887 ATPase activity
at_At5g60990 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g66750 GO0004386 helicase activity
GO0016887 ATPase activity
at_At1g35530 GO0008026 ATP-dependent helicase activity
at_At4g18460 GO0003724 RNA helicase activity
GO0016788 hydrolase activity\, acting on ester bonds
at_At5g07810 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0004386 helicase activity
GO0004519 endonuclease activity
GO0005489 electron transporter activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g08110 GO0003676 nucleic acid binding
GO0004003 ATP-dependent DNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
Propertest Accuracy: 32/42 (76.19%)
Propertest Frequency class 'GO0004386': 62/4746 (1.31%)
New (unknown) data (2787 items):
at_At1g64960 - GO0005215 transporter activity
GO0005488 binding
GO0005554 molecular_function unknown
at_At2g02560 - GO0005554 molecular_function unknown
at_At2g39730 - GO0030234 enzyme regulator activity
at_At3g11963 - no entry null
at_At3g32280 - GO0005554 molecular_function unknown
at_At3g32330 - GO0005554 molecular_function unknown
at_At1g12770 - GO0005554 molecular_function unknown
at_At1g53470 - GO0005554 molecular_function unknown
at_At3g56720 - GO0005554 molecular_function unknown
at_At4g37020 - GO0005554 molecular_function unknown
at_At1g28180 - no entry null
at_At2g14480 - no entry null
at_At3g31900 - GO0005554 molecular_function unknown
at_At3g32370 - no entry null
------------------
Rule 1299
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,54204.0-74022.0),classification(_2,eurosids_i) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,triticeae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,multigene_family) = 1
-> class GO0004857 "enzyme inhibitor activity"
Evaluation on training data (5617 items):
at_At1g14890 GO0046910 pectinesterase inhibitor activity
at_At1g02550 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_At3g17130 GO0046910 pectinesterase inhibitor activity
at_At2g01610 GO0046910 pectinesterase inhibitor activity
at_At1g09360 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_At5g46930 GO0046910 pectinesterase inhibitor activity
at_At5g46960 GO0046910 pectinesterase inhibitor activity
at_At5g46980 GO0046910 pectinesterase inhibitor activity
at_At5g46990 GO0046910 pectinesterase inhibitor activity
at_At5g62360 GO0046910 pectinesterase inhibitor activity
Training Accuracy: 22/22 (100.00%)
Training Frequency class 'GO0004857': 53/5617 (0.94%)
Evaluation on validation data (2787 items):
at_At1g48010 GO0046910 pectinesterase inhibitor activity
at_At1g50340 GO0046910 pectinesterase inhibitor activity
at_At1g55770 GO0046910 pectinesterase inhibitor activity
at_At1g62770 GO0046910 pectinesterase inhibitor activity
at_At1g10770 GO0046910 pectinesterase inhibitor activity
at_At3g17230 GO0046910 pectinesterase inhibitor activity
at_At4g12390 GO0046910 pectinesterase inhibitor activity
at_At4g20930 - GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
GO0008442 3-hydroxyisobutyrate dehydrogenase activity
GO0008883 glutamyl-tRNA reductase activity
at_At1g23350 GO0046910 pectinesterase inhibitor activity
at_At5g46940 GO0046910 pectinesterase inhibitor activity
at_At3g49330 GO0046910 pectinesterase inhibitor activity
at_At5g62340 GO0004872 receptor activity
GO0005215 transporter activity
GO0046872 metal ion binding
GO0046910 pectinesterase inhibitor activity
at_At5g62350 GO0046910 pectinesterase inhibitor activity
Validation Accuracy: 12/13 (92.31%)
Validation Frequency class 'GO0004857': 31/2787 (1.11%)
Evaluation on propertest data (4746 items):
at_At1g48020 GO0046910 pectinesterase inhibitor activity
at_At1g53720 - GO0003676 nucleic acid binding
GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At1g56500 - GO0004647 phosphoserine phosphatase activity
GO0008967 phosphoglycolate phosphatase activity
GO0016787 hydrolase activity
GO0019120 hydrolase activity\, acting on acid halide bonds\, in C-halide compounds
at_At1g70540 GO0046910 pectinesterase inhibitor activity
at_At1g71180 - GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
at_At2g47670 GO0046910 pectinesterase inhibitor activity
at_At5g14780 - GO0008863 formate dehydrogenase 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_At4g32210 - GO0000104 succinate dehydrogenase activity
at_At5g34930 - GO0004665 prephenate dehydrogenase (NADP+) activity
GO0016616 oxidoreductase activity\, acting on the CH-OH group of donors\, NAD or NADP as acceptor
at_At5g46950 GO0046910 pectinesterase inhibitor activity
at_At5g50030 GO0046910 pectinesterase inhibitor activity
at_At5g51520 GO0046910 pectinesterase inhibitor activity
Propertest Accuracy: 11/17 (64.71%)
Propertest Frequency class 'GO0004857': 41/4746 (0.86%)
New (unknown) data (2787 items):
at_At5g14800 - no entry null
at_At3g12380 - GO0005554 molecular_function unknown
------------------
Rule 1292
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,multigene_family) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),desc(_2,kinase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,cyprinus) = 1
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),keyword(_2,transport) = 0
-> class GO0005200 "structural constituent of cytoskeleton"
Evaluation on training data (5617 items):
at_At1g13180 GO0005200 structural constituent of cytoskeleton
at_At3g53750 GO0003774 motor activity
GO0005200 structural constituent of cytoskeleton
at_At3g60830 GO0005200 structural constituent of cytoskeleton
at_At2g37620 GO0003774 motor activity
GO0005200 structural constituent of cytoskeleton
at_At2g42100 GO0005200 structural constituent of cytoskeleton
at_At3g33520 GO0005200 structural constituent of cytoskeleton
at_At5g56180 GO0005200 structural constituent of cytoskeleton
at_At5g59370 GO0005200 structural constituent of cytoskeleton
Training Accuracy: 8/8 (100.00%)
Training Frequency class 'GO0005200': 13/5617 (0.23%)
Evaluation on validation data (2787 items):
at_At3g12110 GO0003774 motor activity
GO0005200 structural constituent of cytoskeleton
at_At3g27000 GO0003790 actin modulating activity
GO0005200 structural constituent of cytoskeleton
at_At4g18240 - GO0016757 transferase activity\, transferring glycosyl groups
at_At5g09810 GO0005200 structural constituent of cytoskeleton
at_At3g18780 GO0003774 motor activity
GO0005200 structural constituent of cytoskeleton
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'GO0005200': 9/2787 (0.32%)
Evaluation on propertest data (4746 items):
at_At2g42090 GO0003774 motor activity
GO0005200 structural constituent of cytoskeleton
at_At3g46520 GO0003774 motor activity
GO0005200 structural constituent of cytoskeleton
at_At5g43500 GO0003677 DNA binding
GO0005200 structural constituent of cytoskeleton
GO0005554 molecular_function unknown
at_At1g49240 GO0003774 motor activity
GO0005200 structural constituent of cytoskeleton
Propertest Accuracy: 4/4 (100.00%)
Propertest Frequency class 'GO0005200': 5/4746 (0.11%)
New (unknown) data (2787 items):
at_At3g12380 - GO0005554 molecular_function unknown
------------------
Rule 2020
eval(_1,_2,4.0e-3-0.1),keyword(_2,transmembrane),desc(_2,probable) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria),desc(_2,serine) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transmembrane) = 1
-> class GO0005275 "amine/polyamine transporter activity"
Evaluation on training data (5617 items):
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_At3g30390 GO0015359 amino acid permease activity
at_At1g08230 GO0015359 amino acid permease activity
at_At2g39130 GO0015359 amino acid permease activity
at_At2g39890 GO0015359 amino acid permease activity
at_At3g19553 GO0015326 cationic amino acid transporter activity
at_At3g28960 GO0015359 amino acid permease activity
at_At3g56200 GO0015359 amino acid permease activity
at_At5g15240 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_At5g63850 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
GO0015399 primary active transporter activity
at_At5g02170 GO0015359 amino acid permease activity
at_At5g16740 GO0015359 amino acid permease activity
at_At5g40780 GO0015359 amino acid permease activity
Training Accuracy: 22/22 (100.00%)
Training Frequency class 'GO0005275': 33/5617 (0.59%)
Evaluation on validation data (2787 items):
at_At1g31820 GO0015326 cationic amino acid transporter activity
at_At1g44100 GO0015171 amino acid transporter activity
GO0015174 basic amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g67640 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At1g80830 - GO0005384 manganese ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At2g21050 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At2g33260 GO0005302 L-tyrosine transporter activity
at_At2g40420 GO0005279 amino acid-polyamine transporter activity
GO0005311 sodium\:dicarboxylate/tricarboxylate symporter activity
GO0015128 gluconate 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_At4g18790 - GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At5g05630 GO0005554 molecular_function unknown
GO0015326 cationic amino acid transporter activity
at_At5g39830 - GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g41800 GO0015359 amino acid permease activity
at_At5g65990 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
Validation Accuracy: 10/13 (76.92%)
Validation Frequency class 'GO0005275': 17/2787 (0.61%)
Evaluation on propertest data (4746 items):
at_At1g25530 GO0015359 amino acid permease activity
at_At1g29020 - GO0005509 calcium ion binding
at_At1g47670 GO0015359 amino acid permease activity
at_At1g56500 - GO0004647 phosphoserine phosphatase activity
GO0008967 phosphoglycolate phosphatase activity
GO0016787 hydrolase activity
GO0019120 hydrolase activity\, acting on acid halide bonds\, in C-halide compounds
at_At1g77690 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At2g23150 - GO0005384 manganese ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At1g10010 GO0015359 amino acid permease activity
at_At3g01760 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At3g03380 - GO0004252 serine-type endopeptidase activity
GO0004295 trypsin activity
GO0005515 protein binding
GO0008236 serine-type peptidase activity
at_At3g09330 GO0015359 amino acid permease activity
at_At3g13620 GO0015326 cationic amino acid transporter activity
at_At3g27925 - GO0008236 serine-type peptidase activity
at_At3g54830 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At3g55740 GO0015359 amino acid permease activity
at_At4g35180 GO0015359 amino acid permease activity
at_At4g38250 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At5g09220 GO0015359 amino acid permease activity
at_At5g49630 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g65630 - GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At2g36590 GO0015359 amino acid permease activity
at_At5g23810 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
Propertest Accuracy: 15/21 (71.43%)
Propertest Frequency class 'GO0005275': 22/4746 (0.46%)
New (unknown) data (2787 items):
at_At5g01240 - GO0005215 transporter activity
------------------
Rule 2021
eval(_1,_2,4.0e-3-0.1),keyword(_2,transmembrane),desc(_2,probable) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria),desc(_2,serine) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transmembrane) = 1
-> class GO0005342 "organic acid transporter activity"
Evaluation on training data (5617 items):
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_At3g30390 GO0015359 amino acid permease activity
at_At1g08230 GO0015359 amino acid permease activity
at_At2g39130 GO0015359 amino acid permease activity
at_At2g39890 GO0015359 amino acid permease activity
at_At3g19553 GO0015326 cationic amino acid transporter activity
at_At3g28960 GO0015359 amino acid permease activity
at_At3g56200 GO0015359 amino acid permease activity
at_At5g15240 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_At5g63850 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
GO0015399 primary active transporter activity
at_At5g02170 GO0015359 amino acid permease activity
at_At5g16740 GO0015359 amino acid permease activity
at_At5g40780 GO0015359 amino acid permease activity
Training Accuracy: 22/22 (100.00%)
Training Frequency class 'GO0005342': 34/5617 (0.61%)
Evaluation on validation data (2787 items):
at_At1g31820 GO0015326 cationic amino acid transporter activity
at_At1g44100 GO0015171 amino acid transporter activity
GO0015174 basic amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g67640 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At1g80830 - GO0005384 manganese ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At2g21050 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At2g33260 GO0005302 L-tyrosine transporter activity
at_At2g40420 GO0005279 amino acid-polyamine transporter activity
GO0005311 sodium\:dicarboxylate/tricarboxylate symporter activity
GO0015128 gluconate 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_At4g18790 - GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At5g05630 GO0005554 molecular_function unknown
GO0015326 cationic amino acid transporter activity
at_At5g39830 - GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g41800 GO0015359 amino acid permease activity
at_At5g65990 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
Validation Accuracy: 10/13 (76.92%)
Validation Frequency class 'GO0005342': 18/2787 (0.65%)
Evaluation on propertest data (4746 items):
at_At1g25530 GO0015359 amino acid permease activity
at_At1g29020 - GO0005509 calcium ion binding
at_At1g47670 GO0015359 amino acid permease activity
at_At1g56500 - GO0004647 phosphoserine phosphatase activity
GO0008967 phosphoglycolate phosphatase activity
GO0016787 hydrolase activity
GO0019120 hydrolase activity\, acting on acid halide bonds\, in C-halide compounds
at_At1g77690 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At2g23150 - GO0005384 manganese ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At1g10010 GO0015359 amino acid permease activity
at_At3g01760 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At3g03380 - GO0004252 serine-type endopeptidase activity
GO0004295 trypsin activity
GO0005515 protein binding
GO0008236 serine-type peptidase activity
at_At3g09330 GO0015359 amino acid permease activity
at_At3g13620 GO0015326 cationic amino acid transporter activity
at_At3g27925 - GO0008236 serine-type peptidase activity
at_At3g54830 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At3g55740 GO0015359 amino acid permease activity
at_At4g35180 GO0015359 amino acid permease activity
at_At4g38250 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At5g09220 GO0015359 amino acid permease activity
at_At5g49630 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g65630 - GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At2g36590 GO0015359 amino acid permease activity
at_At5g23810 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
Propertest Accuracy: 15/21 (71.43%)
Propertest Frequency class 'GO0005342': 24/4746 (0.51%)
New (unknown) data (2787 items):
at_At5g01240 - GO0005215 transporter activity
------------------
Rule 818
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,alveolata),desc(_2,hypothetical) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,485.0-667.0),classification(_2,synechocystis) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,flybase),desc(_2,homolog) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,nuclear_protein),db_ref(_2,wormpep) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,mgd) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,triticeae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,caenorhabditis),desc(_2,factor) = 1
-> class GO0008135 "translation factor activity\, nucleic acid binding"
Evaluation on training data (5617 items):
at_At1g13950 GO0003743 translation initiation factor activity
at_At1g33330 GO0003747 translation release factor activity
at_At1g35550 GO0003746 translation elongation factor activity
GO0005525 GTP binding
at_At1g36730 GO0003743 translation initiation factor activity
at_At1g53900 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At1g56070 GO0003746 translation elongation factor activity
GO0005524 ATP binding
GO0005525 GTP binding
GO0008135 translation factor activity\, nucleic acid binding
GO0016149 translation release factor activity\, codon specific
at_At1g56350 GO0003747 translation release factor activity
at_At1g62750 GO0003743 translation initiation factor activity
GO0003746 translation elongation factor activity
GO0005524 ATP binding
GO0005525 GTP binding
GO0008135 translation factor activity\, nucleic acid binding
GO0016149 translation release factor activity\, codon specific
at_At1g69410 GO0003743 translation initiation factor activity
at_At1g77840 GO0003743 translation initiation factor activity
at_At4g34110 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At2g05830 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At1g07920 GO0003746 translation elongation factor activity
GO0005516 calmodulin binding
at_At2g31060 GO0003746 translation elongation factor activity
GO0005524 ATP binding
GO0005525 GTP binding
GO0016149 translation release factor activity\, codon specific
at_At2g45030 GO0003746 translation elongation factor activity
GO0005524 ATP binding
GO0005525 GTP binding
GO0008135 translation factor activity\, nucleic acid binding
GO0016149 translation release factor activity\, codon specific
at_At2g47020 GO0003747 translation release factor activity
GO0016149 translation release factor activity\, codon specific
at_At3g07300 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At3g07920 GO0003743 translation initiation factor activity
GO0005215 transporter activity
at_At3g08740 GO0003746 translation elongation factor activity
at_At3g11400 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At3g55620 GO0003743 translation initiation factor activity
at_At3g57290 GO0003743 translation initiation factor activity
at_At3g62910 GO0003747 translation release factor activity
GO0016149 translation release factor activity\, codon specific
at_At4g02930 GO0003746 translation elongation factor activity
at_At4g18330 GO0003735 structural constituent of ribosome
GO0003743 translation initiation factor activity
GO0003746 translation elongation factor activity
GO0003925 small monomeric GTPase activity
GO0005524 ATP binding
GO0005525 GTP binding
at_At4g20360 GO0003746 translation elongation factor activity
GO0005524 ATP binding
GO0005525 GTP binding
at_At5g18110 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At5g19510 GO0003735 structural constituent of ribosome
GO0003746 translation elongation factor activity
at_At5g20920 GO0003743 translation initiation factor activity
at_At5g35620 GO0000340 RNA 7-methylguanosine cap binding
GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At5g39900 GO0003743 translation initiation factor activity
GO0003746 translation elongation factor activity
GO0005524 ATP binding
GO0005525 GTP binding
GO0016149 translation release factor activity\, codon specific
at_At5g06000 GO0003676 nucleic acid binding
GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At1g53880 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At5g01940 GO0003743 translation initiation factor activity
at_At5g08650 GO0003746 translation elongation factor activity
GO0005525 GTP binding
at_At5g60390 GO0003746 translation elongation factor activity
GO0005516 calmodulin binding
Training Accuracy: 36/36 (100.00%)
Training Frequency class 'GO0008135': 86/5617 (1.53%)
Evaluation on validation data (2787 items):
at_At1g30230 GO0003746 translation elongation factor activity
at_At1g06220 GO0003743 translation initiation factor activity
GO0003746 translation elongation factor activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0005525 GTP binding
GO0008135 translation factor activity\, nucleic acid binding
GO0016149 translation release factor activity\, codon specific
at_At2g39820 GO0003743 translation initiation factor activity
at_At4g18040 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At5g12110 GO0003746 translation elongation factor activity
at_At1g48970 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At1g72340 GO0003743 translation initiation factor activity
GO0005525 GTP binding
Validation Accuracy: 7/7 (100.00%)
Validation Frequency class 'GO0008135': 32/2787 (1.15%)
Evaluation on propertest data (4746 items):
at_At1g26630 GO0003743 translation initiation factor activity
at_At1g29550 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At1g29590 GO0003723 RNA binding
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 GO0003735 structural constituent of ribosome
GO0003746 translation elongation factor activity
GO0003925 small monomeric GTPase activity
GO0005524 ATP binding
GO0005525 GTP binding
GO0008135 translation factor activity\, nucleic acid binding
GO0008233 peptidase activity
at_At2g44070 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At3g57190 GO0003700 transcription factor activity
GO0003747 translation release factor activity
GO0016149 translation release factor activity\, codon specific
at_At4g20980 GO0003743 translation initiation factor activity
at_At5g25230 GO0003746 translation elongation factor activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0005525 GTP binding
GO0008135 translation factor activity\, nucleic acid binding
GO0016149 translation release factor activity\, codon specific
at_At5g36170 GO0003747 translation release factor activity
GO0016149 translation release factor activity\, codon specific
at_At5g44320 GO0003743 translation initiation factor activity
at_At4g11420 GO0003743 translation initiation factor activity
Propertest Accuracy: 13/13 (100.00%)
Propertest Frequency class 'GO0008135': 41/4746 (0.86%)
New (unknown) data (2787 items):
at_At1g12690 - no entry null
at_At5g10640 - no entry null
at_At5g14250 - GO0005554 molecular_function unknown
at_At1g53470 - GO0005554 molecular_function unknown
at_At1g62850 - GO0005554 molecular_function unknown
at_At1g01330 - no entry null
at_At3g61140 - GO0005554 molecular_function unknown
------------------
Rule 1046
eval(_1,_2,0.0-9.0e-25),keyword(_2,atp_binding),desc(_2,factor) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,multigene_family) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),classification(_2,euglenozoa) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,ditrysia) = 1
-> class GO0008144 "drug binding"
Evaluation on training data (5617 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_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
at_At5g05420 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
Training Accuracy: 8/8 (100.00%)
Training Frequency class 'GO0008144': 11/5617 (0.20%)
Evaluation on validation data (2787 items):
at_At3g60370 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g10060 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g55520 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0008144': 4/2787 (0.14%)
Evaluation on propertest data (4746 items):
at_At1g20810 GO0003735 structural constituent of ribosome
GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
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_At5g48570 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005516 calmodulin binding
GO0005528 FK506 binding
Propertest Accuracy: 4/4 (100.00%)
Propertest Frequency class 'GO0008144': 6/4746 (0.13%)
New (unknown) data (2787 items):
at_At5g55400 - GO0005554 molecular_function unknown
at_At3g12330 - no entry null
at_At5g06290 - GO0016209 antioxidant activity
------------------
Rule 1324
eval(_1,_2,0.0-9.0e-25),keyword(_2,nuclear_protein),db_ref(_2,flybase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,embryophyta),keyword(_2,transcription_regulation) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),desc(_2,kinase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
-> class GO0008639 "small protein conjugating enzyme activity"
Evaluation on training data (5617 items):
at_At1g53020 GO0004840 ubiquitin conjugating enzyme activity
at_At1g70660 GO0004840 ubiquitin conjugating enzyme activity
at_At2g16740 GO0004840 ubiquitin conjugating enzyme activity
at_At2g16920 GO0004197 cysteine-type endopeptidase activity
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_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
at_At5g05080 GO0004840 ubiquitin conjugating enzyme activity
Training Accuracy: 16/16 (100.00%)
Training Frequency class 'GO0008639': 19/5617 (0.34%)
Evaluation on validation data (2787 items):
at_At1g45050 GO0004840 ubiquitin conjugating enzyme activity
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_At2g32790 GO0004840 ubiquitin conjugating enzyme activity
at_At2g46030 GO0004840 ubiquitin conjugating enzyme activity
at_At1g14400 GO0004840 ubiquitin conjugating enzyme activity
at_At5g41340 GO0004840 ubiquitin conjugating enzyme activity
at_At3g08700 GO0004840 ubiquitin conjugating enzyme activity
Validation Accuracy: 10/10 (100.00%)
Validation Frequency class 'GO0008639': 11/2787 (0.39%)
Evaluation on propertest data (4746 items):
at_At1g23260 GO0004840 ubiquitin conjugating enzyme activity
at_At1g36340 GO0004840 ubiquitin conjugating enzyme activity
at_At1g78870 GO0004840 ubiquitin conjugating enzyme activity
at_At3g15355 GO0004840 ubiquitin conjugating enzyme activity
GO0005554 molecular_function unknown
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_At5g03700 - GO0004872 receptor activity
GO0005554 molecular_function unknown
GO0016301 kinase activity
at_At5g25760 GO0004840 ubiquitin conjugating enzyme activity
at_At5g41700 GO0000211 protein degradation tagging activity
GO0004840 ubiquitin conjugating enzyme activity
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_At1g16890 GO0004840 ubiquitin conjugating enzyme activity
Propertest Accuracy: 17/18 (94.44%)
Propertest Frequency class 'GO0008639': 18/4746 (0.38%)
New (unknown) data (2787 items):
at_At3g51710 - no entry null
at_At3g22640 - GO0045735 nutrient reservoir activity
at_At1g64140 - GO0005554 molecular_function unknown
------------------
Rule 1998
eval(_1,_2,4.0e-3-0.1),keyword(_2,calcium_binding),db_ref(_2,prosite) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,drosophila),keyword(_2,receptor) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,muscomorpha),db_ref(_2,pfam) = 1
eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,1005.0-6487.0),desc(_2,probable) = 0
eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,349.0-485.0),classification(_2,cercopithecinae) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,corynebacterineae),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 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),mol_wt(_2,54204.0-74022.0),desc(_2,factor) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),desc(_2,in) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,synechocystis) = 1
-> class GO0015144 "carbohydrate transporter activity"
Evaluation on training data (5617 items):
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_At1g05030 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g61800 GO0015152 glucose-6-phosphate transporter activity
GO0015297 antiporter 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_At1g73220 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 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0015075 ion transporter activity
GO0015103 inorganic anion transporter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
GO0015520 tetracycline\:hydrogen antiporter activity
at_At1g08900 GO0015144 carbohydrate transporter activity
at_At1g08930 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g38060 GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At2g43240 GO0005338 nucleotide-sugar transporter activity
at_At2g43330 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g47420 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0015075 ion transporter activity
GO0015103 inorganic anion transporter activity
at_At3g49310 GO0005215 transporter activity
GO0005403 hydrogen\:sugar symporter-transporter activity
GO0005554 molecular_function unknown
at_At4g02050 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g11810 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0005554 molecular_function unknown
GO0015103 inorganic anion transporter activity
at_At4g16480 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g21480 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g22990 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0005554 molecular_function unknown
GO0015103 inorganic anion transporter activity
GO0015144 carbohydrate transporter activity
GO0015355 monocarboxylate porter activity
at_At4g31600 GO0005215 transporter activity
GO0005338 nucleotide-sugar transporter activity
GO0005554 molecular_function unknown
at_At4g35300 GO0005337 nucleoside transporter activity
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
at_At5g65000 GO0005338 nucleotide-sugar 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
Training Accuracy: 34/34 (100.00%)
Training Frequency class 'GO0015144': 43/5617 (0.77%)
Evaluation on validation data (2787 items):
at_At1g54730 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g67300 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g06890 GO0004765 shikimate kinase activity
GO0005215 transporter activity
GO0005338 nucleotide-sugar transporter activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At1g76430 GO0005351 sugar porter activity
GO0015114 phosphate transporter 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_At2g25520 - GO0008514 organic anion 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_At3g54700 GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At3g14410 - GO0008514 organic anion transporter activity
at_At3g43790 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0015075 ion transporter activity
GO0015103 inorganic anion transporter activity
GO0015144 carbohydrate transporter activity
GO0015520 tetracycline\:hydrogen antiporter activity
at_At4g36790 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0015103 inorganic anion transporter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At1g21870 - GO0008514 organic anion transporter activity
at_At5g05820 - GO0008514 organic anion transporter activity
at_At5g19980 - GO0005215 transporter activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
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_At5g46110 - GO0009670 triose-phosphate transporter activity
GO0015297 antiporter activity
at_At3g18830 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g19940 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
Validation Accuracy: 21/28 (75.00%)
Validation Frequency class 'GO0015144': 34/2787 (1.22%)
Evaluation on propertest data (4746 items):
at_At1g30220 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g34580 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter 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_At5g14570 - GO0015112 nitrate transporter activity
at_At1g16370 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g02040 - GO0005215 transporter activity
GO0015197 peptide transporter activity
at_At2g14670 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At2g16970 - GO0008493 tetracycline transporter activity
at_At2g18480 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g18590 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0015103 inorganic anion transporter activity
GO0015144 carbohydrate transporter activity
GO0015520 tetracycline\:hydrogen antiporter activity
at_At2g21340 - GO0005554 molecular_function unknown
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At2g33280 - GO0005215 transporter activity
GO0005509 calcium ion binding
GO0005544 calcium-dependent phospholipid binding
at_At1g11260 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g13050 GO0005215 transporter activity
GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015075 ion transporter activity
GO0015103 inorganic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At3g19930 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
GO0015145 monosaccharide transporter activity
at_At3g20460 GO0015144 carbohydrate transporter activity
at_At3g20660 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g27720 GO0005215 transporter activity
GO0005403 hydrogen\:sugar symporter-transporter activity
GO0005554 molecular_function unknown
at_At4g32390 - GO0008514 organic anion transporter activity
at_At4g36670 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g11230 - GO0008514 organic anion transporter activity
at_At5g25400 - GO0008514 organic anion transporter activity
at_At5g26340 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g44370 GO0005351 sugar porter activity
GO0008514 organic anion transporter 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_At3g10290 - GO0008514 organic anion 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: 26/37 (70.27%)
Propertest Frequency class 'GO0015144': 46/4746 (0.97%)
New (unknown) data (2787 items):
at_At1g27040 - GO0005215 transporter activity
at_At1g27080 - GO0005215 transporter activity
at_At1g69860 - GO0005215 transporter activity
at_At2g38460 - GO0005215 transporter activity
at_At3g18200 - GO0005554 molecular_function unknown
at_At3g25260 - GO0005215 transporter activity
at_At3g25290 - GO0005554 molecular_function unknown
at_At4g32140 - GO0005554 molecular_function unknown
at_At5g13670 - GO0005554 molecular_function unknown
at_At5g19640 - GO0005215 transporter activity
at_At5g46050 - GO0005215 transporter activity
at_At5g54860 - GO0005215 transporter activity
at_At5g55950 - GO0005215 transporter activity
GO0005554 molecular_function unknown
at_At5g64700 - GO0005554 molecular_function unknown
at_At5g07050 - GO0005554 molecular_function unknown
at_At5g03570 - GO0005215 transporter activity
GO0005554 molecular_function unknown
at_At1g76340 - GO0005554 molecular_function unknown
at_At3g56620 - GO0005554 molecular_function unknown
at_At1g11460 - GO0005554 molecular_function unknown
at_At3g45710 - GO0005215 transporter activity
at_At1g21070 - GO0005215 transporter activity
GO0005554 molecular_function unknown
at_At1g01070 - GO0005554 molecular_function unknown
at_At1g63010 - GO0005215 transporter activity
GO0005554 molecular_function unknown
at_At1g64890 - GO0005215 transporter activity
at_At1g72130 - GO0005215 transporter activity
at_At1g76670 - GO0005215 transporter activity
GO0005554 molecular_function unknown
at_At2g40460 - GO0005215 transporter activity
at_At2g32040 - GO0005215 transporter activity
at_At2g37460 - GO0005554 molecular_function unknown
at_At3g53210 - GO0005554 molecular_function unknown
at_At4g08290 - GO0005554 molecular_function unknown
at_At4g08300 - GO0005554 molecular_function unknown
at_At3g02690 - GO0005554 molecular_function unknown
------------------
Rule 2012
eval(_1,_2,4.0e-3-0.1),keyword(_2,transmembrane),desc(_2,probable) = 1
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,helicobacter),db_ref(_2,prints) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),keyword(_2,transcription_regulation) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),desc(_2,factor) = 1
-> class GO0015238 "drug transporter activity"
Evaluation on training data (5617 items):
at_At1g15160 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g15170 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g23300 GO0005215 transporter activity
GO0005311 sodium\:dicarboxylate/tricarboxylate symporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g47530 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g61890 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g64820 GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At2g04070 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At2g04090 GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At2g04100 GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At2g38330 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At2g38510 GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At3g26590 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At4g00350 GO0005215 transporter activity
GO0005283 sodium\:amino acid transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At4g21910 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At5g38030 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At5g65380 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
Training Accuracy: 16/16 (100.00%)
Training Frequency class 'GO0015238': 25/5617 (0.45%)
Evaluation on validation data (2787 items):
at_At4g25640 GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At4g39030 GO0005215 transporter activity
GO0015297 antiporter activity
GO0015559 multidrug efflux pump activity
at_At1g58340 GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g66780 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At2g34360 GO0005215 transporter activity
GO0005311 sodium\:dicarboxylate/tricarboxylate symporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g11670 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At4g38380 GO0005311 sodium\:dicarboxylate/tricarboxylate symporter activity
GO0005554 molecular_function unknown
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At5g17250 - GO0016740 transferase activity
at_At1g15180 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At2g04080 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
Validation Accuracy: 9/10 (90.00%)
Validation Frequency class 'GO0015238': 14/2787 (0.50%)
Evaluation on propertest data (4746 items):
at_At1g33080 - GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g33110 GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g51340 GO0005554 molecular_function unknown
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g71140 - GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g71870 - GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g73700 - GO0005215 transporter activity
GO0015297 antiporter activity
at_At3g23550 GO0003993 acid phosphatase activity
GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At3g23560 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g15150 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At2g04040 GO0005215 transporter activity
GO0005311 sodium\:dicarboxylate/tricarboxylate symporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At2g04050 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At3g03620 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At3g21690 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At3g59030 - GO0005215 transporter activity
GO0005386 carrier activity
GO0015297 antiporter activity
at_At4g21900 GO0003677 DNA binding
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At4g22790 GO0005215 transporter activity
GO0005337 nucleoside transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At4g23030 GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g12950 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At4g29140 GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At5g05310 - GO0005311 sodium\:dicarboxylate/tricarboxylate symporter activity
GO0005471 ATP\:ADP antiporter activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At5g17700 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At5g19700 GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At5g44050 GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At5g49130 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
GO0015450 protein translocase activity
at_At5g52050 GO0005554 molecular_function unknown
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At5g52450 GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g66760 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At3g03050 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
Propertest Accuracy: 21/28 (75.00%)
Propertest Frequency class 'GO0015238': 30/4746 (0.63%)
New (unknown) data (2787 items):
at_At1g69450 - GO0005554 molecular_function unknown
at_At4g38640 - GO0005554 molecular_function unknown
at_At3g03700 - GO0005554 molecular_function unknown
at_At5g07630 - GO0005554 molecular_function unknown
------------------
Rule 1527
eval(_1,_2,0.0-9.0e-25),classification(_2,myxogastria),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,ostariophysi),keyword(_2,nuclear_protein) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),desc(_2,kinase) = 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,candida) = 0
-> class GO0019207 "kinase regulator activity"
Evaluation on training data (5617 items):
at_At1g44110 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_At5g11300 GO0016538 cyclin-dependent protein kinase regulator activity
at_At5g43080 GO0016538 cyclin-dependent protein kinase regulator activity
Training Accuracy: 5/5 (100.00%)
Training Frequency class 'GO0019207': 16/5617 (0.28%)
Evaluation on validation data (2787 items):
at_At1g47210 - GO0004693 cyclin-dependent protein kinase activity
at_At1g20610 GO0016538 cyclin-dependent protein kinase regulator activity
at_At4g35620 GO0016538 cyclin-dependent protein kinase regulator activity
Validation Accuracy: 2/3 (66.67%)
Validation Frequency class 'GO0019207': 7/2787 (0.25%)
Evaluation on propertest data (4746 items):
at_At2g26760 GO0016538 cyclin-dependent protein kinase regulator activity
Propertest Accuracy: 1/1 (100.00%)
Propertest Frequency class 'GO0019207': 11/4746 (0.23%)
New (unknown) data (2787 items):
------------------
Rule 1714
eval(_1,_2,4.0e-3-0.1),db_ref(_2,flybase),desc(_2,alpha) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,listeria),db_ref(_2,tigrfams) = 0
eval(_1,_2,8.0e-10-2.0e-5),db_ref(_2,hssp),desc(_2,kinase) = 1
eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,349.0-485.0),classification(_2,bacteria) = 0
eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,15.0-349.0),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),desc(_2,kinase) = 1
-> class GO0030246 "carbohydrate binding"
Evaluation on training data (5617 items):
at_At1g61370 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61390 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61420 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61440 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61460 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61490 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61500 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61610 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At2g19130 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
at_At1g11330 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g11340 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g60900 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
Training Accuracy: 12/12 (100.00%)
Training Frequency class 'GO0030246': 39/5617 (0.69%)
Evaluation on validation data (2787 items):
at_At4g39270 - GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g61360 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61400 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61430 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At2g15300 - GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g24370 - GO0003899 DNA-directed RNA polymerase activity
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g11280 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g21390 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
at_At4g23050 - GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004871 signal transducer activity
GO0005524 ATP binding
at_At4g32300 GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g35370 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
Validation Accuracy: 7/11 (63.64%)
Validation Frequency class 'GO0030246': 18/2787 (0.65%)
Evaluation on propertest data (4746 items):
at_At1g34300 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61380 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61480 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61550 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g65790 - GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
GO0019199 transmembrane receptor protein kinase activity
at_At1g67520 GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g16030 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g03770 - GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g00340 GO0004672 protein kinase activity
GO0004872 receptor activity
GO0005529 sugar binding
at_At4g03230 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
at_At4g11900 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g20450 - GO0016301 kinase activity
at_At5g40380 - GO0016301 kinase activity
at_At5g07300 - GO0005544 calcium-dependent phospholipid binding
at_At5g56890 - GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
Propertest Accuracy: 9/15 (60.00%)
Propertest Frequency class 'GO0030246': 26/4746 (0.55%)
New (unknown) data (2787 items):
------------------
Rule 1473
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,echinodermata),db_ref(_2,prodom) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,mollicutes),db_ref(_2,hamap) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 1
-> class GO0030246 "carbohydrate binding"
Evaluation on training data (5617 items):
at_At2g16730 GO0004565 beta-galactosidase activity
GO0005529 sugar binding
at_At2g32810 GO0004565 beta-galactosidase activity
GO0005529 sugar binding
at_At3g13750 GO0004565 beta-galactosidase activity
GO0004601 peroxidase activity
GO0005529 sugar binding
at_At4g36360 GO0004565 beta-galactosidase activity
GO0005529 sugar binding
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'GO0030246': 39/5617 (0.69%)
Evaluation on validation data (2787 items):
at_At2g28470 GO0004565 beta-galactosidase activity
GO0005524 ATP binding
GO0005529 sugar binding
at_At5g20710 GO0004565 beta-galactosidase activity
GO0005529 sugar binding
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0030246': 18/2787 (0.65%)
Evaluation on propertest data (4746 items):
at_At1g77410 GO0004565 beta-galactosidase activity
GO0005524 ATP binding
GO0005529 sugar binding
Propertest Accuracy: 1/1 (100.00%)
Propertest Frequency class 'GO0030246': 26/4746 (0.55%)
New (unknown) data (2787 items):
------------------
Rule 435
eval(_1,_2,0.0-9.0e-25),classification(_2,triticum) = 0
eval(_1,_2,4.0e-3-0.1),db_ref(_2,sgd),desc(_2,chain) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,echinacea),keyword(_2,dna_binding) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,pezizomycotina),db_ref(_2,pir) = 1
eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,54204.0-74022.0),db_ref(_2,tigrfams) = 1
eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,485.0-667.0),classification(_2,neurospora) = 1
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),db_ref(_2,genew) = 1
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),desc(_2,kinase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,ascaris),db_ref(_2,prodom) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriales),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),desc(_2,factor) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,arabidopsis) = 0
-> class GO0046872 "metal ion binding"
Evaluation on training data (5617 items):
at_At1g18760 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g23980 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g35630 GO0005515 protein binding
GO0008233 peptidase activity
GO0008270 zinc ion binding
at_At1g45180 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g49200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g49210 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g51930 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g63170 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g68180 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74410 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g80400 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g61180 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g01150 GO0004842 ubiquitin-protein ligase activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g03000 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_At2g29840 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g34990 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g09090 GO0005509 calcium ion binding
at_At3g18930 GO0003677 DNA binding
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At3g19950 GO0003677 DNA binding
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_At4g10150 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_At4g18110 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g23450 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g30400 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g38140 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g10380 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g37200 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g37270 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41580 GO0008270 zinc ion binding
at_At5g43420 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g66070 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05280 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05530 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g06490 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g07040 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g01980 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g15790 GO0005515 protein binding
GO0008270 zinc ion binding
Training Accuracy: 45/45 (100.00%)
Training Frequency class 'GO0046872': 416/5617 (7.41%)
Evaluation on validation data (2787 items):
at_At3g61550 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g70910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g76410 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g79810 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g46160 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g56580 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g17970 GO0003677 DNA binding
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 GO0005489 electron transporter activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g42830 - GO0004842 ubiquitin-protein ligase activity
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_At5g01280 - GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At5g05830 GO0005489 electron transporter activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g27420 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g37230 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g37280 GO0008237 metallopeptidase activity
GO0008270 zinc ion binding
at_At5g41400 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g53910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g66160 GO0003677 DNA binding
GO0005515 protein binding
GO0008233 peptidase activity
GO0008270 zinc ion binding
at_At5g67120 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g02610 GO0005489 electron transporter activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g15100 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g72200 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g42350 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g42360 GO0005515 protein binding
GO0008270 zinc ion binding
Validation Accuracy: 27/29 (93.10%)
Validation Frequency class 'GO0046872': 183/2787 (6.57%)
Evaluation on propertest data (4746 items):
at_At1g19350 - GO0005515 protein binding
at_At1g26800 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g04360 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g49850 GO0003677 DNA binding
GO0005515 protein binding
GO0005529 sugar binding
GO0008270 zinc ion binding
at_At1g04790 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g53010 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g57730 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g62370 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g63840 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g66630 - GO0003911 DNA ligase (NAD+) activity
GO0005554 molecular_function unknown
at_At1g68070 GO0003677 DNA binding
GO0005515 protein binding
GO0005529 sugar binding
GO0008270 zinc ion binding
at_At1g69330 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74620 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g35000 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g17920 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g26400 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
GO0016151 nickel ion binding
at_At4g26580 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g15580 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g18650 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g20030 GO0001584 rhodopsin-like receptor activity
GO0003677 DNA binding
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_At2g33320 - GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At1g11020 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g02290 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_At3g25500 - GO0003779 actin binding
at_At3g26730 GO0003684 damaged DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g28620 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g30460 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g47180 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g60220 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g61950 - GO0003700 transcription factor activity
at_At4g00150 - GO0003700 transcription factor activity
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 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g19190 - GO0003676 nucleic acid binding
at_At4g22250 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g27470 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g01880 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g02750 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05910 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g37250 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41430 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
GO0045735 nutrient reservoir activity
at_At5g41440 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41450 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g42200 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g54990 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g28920 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g05200 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g05250 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g10910 GO0003677 DNA binding
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: 55/62 (88.71%)
Propertest Frequency class 'GO0046872': 348/4746 (7.33%)
New (unknown) data (2787 items):
at_At1g18770 - no entry null
at_At1g26730 - GO0005554 molecular_function unknown
at_At1g49780 - GO0005554 molecular_function unknown
at_At1g56060 - GO0005554 molecular_function unknown
at_At1g59560 - GO0005554 molecular_function unknown
at_At1g63900 - no entry null
at_At1g77830 - no entry null
at_At1g79380 - GO0005554 molecular_function unknown
at_At2g38190 - no entry null
at_At2g40070 - GO0005554 molecular_function unknown
at_At3g07370 - GO0005554 molecular_function unknown
at_At3g19140 - GO0005554 molecular_function unknown
at_At3g22240 - GO0005554 molecular_function unknown
at_At3g32360 - no entry null
at_At3g51540 - GO0005554 molecular_function unknown
at_At4g13370 - GO0005554 molecular_function unknown
at_At4g27880 - GO0005554 molecular_function unknown
at_At5g25270 - GO0005554 molecular_function unknown
at_At5g37870 - GO0005554 molecular_function unknown
at_At5g38890 - GO0005554 molecular_function unknown
at_At5g62580 - GO0005554 molecular_function unknown
at_At3g60790 - GO0005554 molecular_function unknown
at_At1g53600 - GO0005554 molecular_function unknown
at_At1g54150 - GO0005554 molecular_function unknown
at_At2g32190 - GO0005554 molecular_function unknown
at_At1g10560 - GO0005554 molecular_function unknown
at_At3g08530 - GO0003824 catalytic activity
GO0005198 structural molecule activity
at_At3g49590 - GO0005554 molecular_function unknown
at_At3g61790 - GO0005554 molecular_function unknown
at_At3g22160 - GO0005554 molecular_function unknown
at_At5g11620 - GO0005554 molecular_function unknown
at_At1g24580 - no entry null
at_At5g65920 - GO0005554 molecular_function unknown
at_At5g62560 - GO0005554 molecular_function unknown
at_At1g49890 - GO0005554 molecular_function unknown
at_At2g41980 - GO0005554 molecular_function unknown
at_At1g23030 - GO0005554 molecular_function unknown
at_At1g67530 - GO0005554 molecular_function unknown
at_At2g17730 - no entry null
at_At3g61460 - GO0005554 molecular_function unknown
at_At2g17460 - no entry null
at_At2g32210 - GO0005554 molecular_function unknown
at_At2g39810 - GO0005554 molecular_function unknown
at_At3g02175 - no entry null
at_At3g02180 - GO0005554 molecular_function unknown
at_At3g18770 - GO0005554 molecular_function unknown
at_At3g63180 - GO0005554 molecular_function unknown
at_At4g28050 - GO0005554 molecular_function unknown
at_At5g04040 - GO0003824 catalytic activity
GO0005554 molecular_function unknown
GO0045735 nutrient reservoir activity
at_At5g06700 - GO0005554 molecular_function unknown
at_At5g09800 - GO0005554 molecular_function unknown
at_At5g37890 - GO0005554 molecular_function unknown
at_At5g37910 - GO0005554 molecular_function unknown
at_At5g62800 - GO0005554 molecular_function unknown
at_At1g68820 - GO0005554 molecular_function unknown
at_At1g72480 - GO0005554 molecular_function unknown
at_At3g58040 - GO0005554 molecular_function unknown
------------------
Rule 1305
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,fabales),db_ref(_2,smart) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,nuclear_protein),db_ref(_2,flybase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,embryophyta),keyword(_2,transcription_regulation) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,triticeae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,bos),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,gammaproteobacteria),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,heme) = 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,arabidopsis) = 1
-> class GO0046872 "metal ion binding"
Evaluation on training data (5617 items):
at_At1g17800 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g20340 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g24620 GO0005509 calcium ion binding
at_At1g48940 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g62820 GO0005509 calcium ion binding
at_At1g72230 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g73630 GO0005509 calcium ion binding
at_At1g76640 GO0005509 calcium ion binding
at_At1g76650 GO0005509 calcium ion binding
at_At4g12880 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At2g15680 GO0005509 calcium ion binding
at_At2g27030 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_At3g20570 GO0005489 electron transporter activity
GO0005507 copper ion binding
GO0005524 ATP binding
at_At3g24110 GO0005509 calcium ion binding
at_At3g47480 GO0005509 calcium ion binding
at_At3g50360 GO0005509 calcium ion binding
at_At3g60270 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g14640 GO0005509 calcium ion binding
at_At1g12310 GO0005509 calcium ion binding
at_At4g27790 GO0005509 calcium ion binding
at_At4g37010 GO0005509 calcium ion binding
GO0005524 ATP binding
at_At5g14350 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g17470 GO0005509 calcium ion binding
at_At5g20230 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g37780 GO0005509 calcium ion binding
at_At5g49480 GO0005509 calcium ion binding
at_At5g57920 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g07320 GO0005215 transporter activity
GO0005488 binding
GO0005509 calcium ion binding
at_At1g20030 GO0005514 calcium ion storage activity
GO0005554 molecular_function unknown
at_At5g08580 GO0005509 calcium ion binding
Training Accuracy: 36/36 (100.00%)
Training Frequency class 'GO0046872': 416/5617 (7.41%)
Evaluation on validation data (2787 items):
at_At1g64640 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g05990 GO0005509 calcium ion binding
at_At3g25600 GO0005509 calcium ion binding
at_At3g27200 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g03290 GO0005509 calcium ion binding
at_At4g31840 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g21550 GO0005509 calcium ion binding
at_At5g42380 GO0005509 calcium ion binding
at_At5g51050 GO0005215 transporter activity
GO0005488 binding
GO0005509 calcium ion binding
at_At5g61810 GO0005215 transporter activity
GO0005488 binding
GO0005509 calcium ion binding
Validation Accuracy: 10/10 (100.00%)
Validation Frequency class 'GO0046872': 183/2787 (6.57%)
Evaluation on propertest data (4746 items):
at_At1g22480 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g32250 GO0005509 calcium ion binding
at_At1g50060 - GO0004084 branched-chain-amino-acid transaminase activity
at_At1g66400 GO0005509 calcium ion binding
at_At1g66410 GO0005509 calcium ion binding
at_At1g76100 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At3g43810 GO0005509 calcium ion binding
at_At3g51920 GO0005509 calcium ion binding
at_At4g26470 GO0005509 calcium 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_At2g41090 GO0005509 calcium ion binding
at_At3g01070 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At3g01830 GO0005509 calcium ion binding
at_At3g03400 GO0005509 calcium ion binding
at_At3g03410 GO0005509 calcium ion binding
at_At3g07490 GO0005509 calcium ion binding
at_At3g50770 GO0005509 calcium ion binding
at_At3g56800 GO0005509 calcium ion binding
at_At3g59440 GO0005509 calcium ion binding
at_At4g12860 GO0003723 RNA binding
GO0003964 RNA-directed DNA polymerase activity
GO0005509 calcium ion binding
at_At4g20780 GO0005509 calcium ion binding
at_At5g37770 GO0005509 calcium ion binding
at_At5g39670 GO0005509 calcium ion binding
at_At5g44460 GO0005509 calcium ion binding
at_At2g43290 GO0005509 calcium ion binding
at_At3g03000 GO0005509 calcium ion binding
Propertest Accuracy: 27/28 (96.43%)
Propertest Frequency class 'GO0046872': 348/4746 (7.33%)
New (unknown) data (2787 items):
at_At1g50050 - no entry null
at_At1g75030 - GO0005554 molecular_function unknown
at_At1g75050 - GO0005554 molecular_function unknown
at_At1g75800 - GO0005554 molecular_function unknown
at_At2g17860 - GO0005554 molecular_function unknown
at_At2g19980 - no entry null
at_At2g19990 - GO0005554 molecular_function unknown
at_At2g28790 - GO0005554 molecular_function unknown
at_At2g45110 - GO0005554 molecular_function unknown
at_At3g19690 - no entry null
at_At3g50680 - no entry null
at_At4g07820 - no entry null
at_At4g24180 - GO0005554 molecular_function unknown
at_At4g30320 - no entry null
at_At4g31470 - no entry null
at_At4g33720 - no entry null
at_At4g33730 - no entry null
at_At4g36000 - GO0005554 molecular_function unknown
at_At5g24620 - GO0005554 molecular_function unknown
at_At1g01310 - no entry null
at_At4g25780 - no entry null
at_At4g38660 - GO0005554 molecular_function unknown
at_At4g38670 - GO0005554 molecular_function unknown
at_At1g73620 - GO0005554 molecular_function unknown
at_At1g75040 - GO0005554 molecular_function unknown
at_At1g77700 - GO0005554 molecular_function unknown
at_At2g20750 - GO0005554 molecular_function unknown
at_At4g11650 - GO0005554 molecular_function unknown
at_At4g33710 - no entry null
at_At5g57625 - GO0045735 nutrient reservoir activity
at_At3g09590 - no entry null
at_At1g19320 - GO0005554 molecular_function unknown
at_At4g36010 - GO0005554 molecular_function unknown
at_At2g14580 - GO0005554 molecular_function unknown
at_At2g14610 - GO0005554 molecular_function unknown
at_At2g19970 - no entry null
at_At5g02140 - GO0005554 molecular_function unknown
at_At5g02730 - no entry null
at_At5g26130 - no entry null
at_At5g40020 - GO0005554 molecular_function unknown
at_At5g66590 - no entry null
at_At2g24810 - GO0005554 molecular_function unknown
------------------
Rule 252
eval(_1,_2,4.0e-3-0.1),classification(_2,synechococcus) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,triticum) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,actinomycetales),keyword(_2,transferase) = 0
eval(_1,_2,2.0e-5-4.0e-3),mol_wt(_2,54204.0-74022.0),desc(_2,cytochrome) = 0
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,glycoprotein),desc(_2,factor) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,gastropoda),keyword(_2,repeat) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,triticeae) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,smart),desc(_2,in) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,atp_binding),db_ref(_2,flybase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,probable) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,complete_proteome) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,arabidopsis) = 0
-> class GO0046872 "metal ion binding"
Evaluation on training data (5617 items):
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_At3g23130 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g02030 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_At3g43430 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g49930 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g62970 GO0005489 electron transporter activity
GO0005515 protein binding
GO0008270 zinc ion binding
GO0046872 metal ion binding
at_At4g10150 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g35280 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_At5g14010 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g18650 GO0003677 DNA binding
GO0005489 electron transporter activity
GO0005515 protein binding
GO0008270 zinc ion binding
GO0046872 metal ion binding
at_At5g48100 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g57520 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
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_At5g60470 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
Training Accuracy: 28/28 (100.00%)
Training Frequency class 'GO0046872': 416/5617 (7.41%)
Evaluation on validation data (2787 items):
at_At4g10190 - GO0001584 rhodopsin-like receptor activity
GO0005554 molecular_function unknown
at_At1g03840 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g70340 - GO0005554 molecular_function unknown
GO0015450 protein translocase activity
at_At1g73490 - GO0003676 nucleic acid binding
GO0003723 RNA binding
at_At1g74370 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g02960 GO0005489 electron transporter activity
GO0005515 protein binding
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_At2g37950 GO0005489 electron transporter activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g10480 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g56660 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g18780 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g12440 GO0003677 DNA binding
GO0005554 molecular_function unknown
GO0008270 zinc ion binding
at_At3g45260 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g28610 - GO0003700 transcription factor activity
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 GO0005489 electron transporter activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g12850 - GO0003700 transcription factor activity
at_At5g15830 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g43170 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
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_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: 22/31 (70.97%)
Validation Frequency class 'GO0046872': 183/2787 (6.57%)
Evaluation on propertest data (4746 items):
at_At1g34790 - GO0003700 transcription factor activity
at_At1g67500 - GO0003894 zeta DNA polymerase activity
at_At1g80730 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g15820 - GO0004519 endonuclease activity
GO0005554 molecular_function unknown
at_At4g17810 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g05110 - GO0004869 cysteine protease inhibitor activity
at_At5g15480 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g31380 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g09920 GO0005554 molecular_function unknown
GO0008270 zinc ion binding
at_At2g36930 - GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At2g37150 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g01030 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g04260 - GO0003677 DNA binding
GO0005179 hormone activity
GO0008170 N-methyltransferase activity
at_At3g11200 - GO0003677 DNA binding
at_At3g13810 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g14320 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g18090 - GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At3g26250 - GO0003677 DNA binding
GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g50700 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g57130 - GO0005515 protein 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_At4g12140 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g13290 - GO0003700 transcription factor activity
at_At4g39560 GO0005509 calcium ion binding
GO0005554 molecular_function unknown
at_At1g13400 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g06650 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g11260 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g14140 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g22920 - GO0005489 electron transporter activity
at_At5g25560 GO0003677 DNA binding
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_At1g68920 - GO0003700 transcription factor activity
at_At2g41940 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
Propertest Accuracy: 20/35 (57.14%)
Propertest Frequency class 'GO0046872': 348/4746 (7.33%)
New (unknown) data (2787 items):
at_At1g21510 - GO0005554 molecular_function unknown
at_At1g24630 - no entry null
at_At1g49790 - GO0005554 molecular_function unknown
at_At1g50040 - GO0005554 molecular_function unknown
at_At1g60570 - GO0005554 molecular_function unknown
at_At1g61710 - GO0005554 molecular_function unknown
at_At2g22030 - no entry null
at_At2g22050 - GO0005554 molecular_function unknown
at_At2g44630 - GO0005554 molecular_function unknown
at_At3g19190 - GO0005554 molecular_function unknown
at_At3g29150 - GO0005554 molecular_function unknown
at_At3g43710 - GO0005554 molecular_function unknown
at_At4g02310 - GO0005554 molecular_function unknown
at_At4g13370 - GO0005554 molecular_function unknown
at_At4g22430 - GO0005554 molecular_function unknown
at_At4g39290 - GO0005554 molecular_function unknown
at_At4g39570 - GO0005554 molecular_function unknown
at_At4g39760 - GO0005554 molecular_function unknown
at_At5g28160 - GO0005554 molecular_function unknown
at_At5g39560 - GO0005554 molecular_function unknown
at_At5g43560 - GO0005554 molecular_function unknown
at_At5g51250 - GO0005554 molecular_function unknown
at_At5g02360 - GO0005554 molecular_function unknown
at_At5g03020 - GO0005554 molecular_function unknown
at_At5g47490 - GO0005554 molecular_function unknown
at_At4g39590 - GO0005554 molecular_function unknown
at_At4g39600 - GO0005554 molecular_function unknown
at_At1g41680 - no entry null
at_At2g02660 - GO0005554 molecular_function unknown
at_At2g12890 - no entry null
at_At2g18940 - GO0005554 molecular_function unknown
at_At2g29860 - GO0005554 molecular_function unknown
at_At2g41360 - GO0005554 molecular_function unknown
at_At3g20640 - GO0005554 molecular_function unknown
at_At3g24760 - GO0005554 molecular_function unknown
at_At4g08460 - GO0005554 molecular_function unknown
at_At1g19470 - GO0005554 molecular_function unknown
at_At4g14740 - GO0005554 molecular_function unknown
at_At4g22760 - GO0005554 molecular_function unknown
at_At4g30990 - GO0005554 molecular_function unknown
at_At4g38610 - no entry null
at_At5g03000 - GO0005554 molecular_function unknown
at_At1g23390 - GO0005554 molecular_function unknown
at_At5g38670 - GO0005554 molecular_function unknown
at_At5g38680 - GO0005554 molecular_function unknown
at_At2g31400 - GO0005554 molecular_function unknown
at_At1g19930 - GO0005554 molecular_function unknown
at_At1g35270 - no entry null
at_At1g53360 - GO0005554 molecular_function unknown
at_At1g61540 - GO0005554 molecular_function unknown
at_At1g66290 - GO0005554 molecular_function unknown
at_At4g17840 - GO0005554 molecular_function unknown
at_At2g24510 - GO0005554 molecular_function unknown
at_At2g29830 - GO0005554 molecular_function unknown
at_At2g44700 - GO0005554 molecular_function unknown
at_At3g06570 - GO0005554 molecular_function unknown
at_At3g08810 - GO0005554 molecular_function unknown
at_At3g20700 - GO0005554 molecular_function unknown
at_At3g21290 - GO0005554 molecular_function unknown
at_At3g28330 - GO0005554 molecular_function unknown
at_At3g46050 - GO0005554 molecular_function unknown
at_At4g23580 - GO0005554 molecular_function unknown
at_At4g34170 - no entry null
at_At4g35120 - GO0005554 molecular_function unknown
at_At5g02700 - GO0005554 molecular_function unknown
at_At5g02980 - GO0005554 molecular_function unknown
at_At5g28180 - GO0005554 molecular_function unknown
at_At5g37220 - GO0005554 molecular_function unknown
at_At5g48980 - GO0005554 molecular_function unknown
at_At5g48990 - GO0005554 molecular_function unknown
at_At3g24610 - GO0005554 molecular_function unknown
at_At4g25710 - GO0005554 molecular_function unknown
at_At5g43310 - GO0005554 molecular_function unknown
------------------
Rule 1829
eval(_1,_2,4.0e-3-0.1),classification(_2,oligohymenophorea),db_ref(_2,smart) = 0
eval(_1,_2,8.0e-10-2.0e-5),species(_2,rattus_norvegicus__rat_),desc(_2,subunit) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,hystricognathi),desc(_2,precursor) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 1
-> class GO0046872 "metal ion binding"
Evaluation on training data (5617 items):
at_At1g18140 GO0005507 copper ion binding
GO0008471 laccase activity
at_At1g21850 GO0005507 copper ion binding
at_At1g71040 GO0005507 copper ion binding
at_At1g75790 GO0005507 copper ion binding
at_At4g12420 GO0005507 copper ion binding
at_At2g30210 GO0005507 copper ion binding
GO0008471 laccase activity
at_At2g38080 GO0005507 copper ion binding
GO0008471 laccase activity
at_At3g13390 GO0005507 copper ion binding
GO0005524 ATP binding
at_At3g13400 GO0005507 copper ion binding
GO0005524 ATP binding
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_At5g48100 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g51480 GO0005507 copper ion binding
at_At5g58910 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_At2g29130 GO0005507 copper ion binding
GO0008471 laccase activity
Training Accuracy: 19/19 (100.00%)
Training Frequency class 'GO0046872': 416/5617 (7.41%)
Evaluation on validation data (2787 items):
at_At1g55570 GO0005507 copper ion binding
GO0005524 ATP binding
at_At1g76160 GO0005507 copper ion binding
at_At2g28260 - GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At3g59140 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g38420 GO0005507 copper ion binding
at_At1g21860 GO0005507 copper ion binding
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'GO0046872': 183/2787 (6.57%)
Evaluation on propertest data (4746 items):
at_At1g41830 GO0005507 copper ion binding
at_At1g55560 GO0005507 copper ion binding
GO0005524 ATP binding
at_At1g72040 - GO0005524 ATP binding
GO0016773 phosphotransferase activity\, alcohol group as acceptor
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_At3g13070 - GO0005554 molecular_function unknown
GO0015484 hemolysin 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_At5g03910 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g09360 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g21100 GO0005507 copper ion binding
GO0008447 L-ascorbate oxidase activity
at_At5g40890 - GO0005247 voltage-gated chloride channel activity
GO0005253 anion channel activity
at_At5g46240 - GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
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
Propertest Accuracy: 17/22 (77.27%)
Propertest Frequency class 'GO0046872': 348/4746 (7.33%)
New (unknown) data (2787 items):
at_At4g02900 - GO0005554 molecular_function unknown
at_At1g80090 - GO0005554 molecular_function unknown
at_At4g04340 - GO0005554 molecular_function unknown
------------------
Rule 1722
eval(_1,_2,0.0-9.0e-25),classification(_2,oomycetes) = 1
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,metazoa),keyword(_2,zinc_finger) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,ditrysia),db_ref(_2,prints) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),desc(_2,kinase) = 1
-> class GO0046872 "metal ion binding"
Evaluation on training data (5617 items):
at_At1g35670 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0004689 phosphorylase kinase activity
GO0005509 calcium ion binding
GO0005516 calmodulin binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g17890 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
at_At3g18430 GO0005509 calcium ion binding
at_At3g51850 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g57530 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g01420 GO0005509 calcium ion binding
at_At4g04740 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g09570 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0004689 phosphorylase kinase activity
GO0005509 calcium ion binding
GO0005516 calmodulin binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g26560 GO0005509 calcium ion binding
at_At4g26570 GO0005509 calcium ion binding
at_At4g32060 GO0005509 calcium ion binding
at_At4g36070 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
at_At4g38230 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g12180 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g55990 GO0005509 calcium ion binding
at_At5g66210 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
at_At5g23580 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
Training Accuracy: 17/17 (100.00%)
Training Frequency class 'GO0046872': 416/5617 (7.41%)
Evaluation on validation data (2787 items):
at_At1g64480 GO0005509 calcium ion binding
at_At2g28260 - GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g41860 - GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g19710 - GO0004072 aspartate kinase activity
GO0004412 homoserine dehydrogenase activity
at_At5g19360 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g19450 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g24270 GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
at_At5g47100 GO0005509 calcium ion binding
Validation Accuracy: 5/8 (62.50%)
Validation Frequency class 'GO0046872': 183/2787 (6.57%)
Evaluation on propertest data (4746 items):
at_At1g50700 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g61950 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g17615 GO0005509 calcium ion binding
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_At3g20410 - GO0004685 calcium/calmodulin-dependent protein kinase activity
at_At4g04710 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g04720 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g34070 - GO0005554 molecular_function unknown
GO0016831 carboxy-lyase activity
at_At5g28900 GO0005509 calcium ion binding
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_At4g33000 GO0005509 calcium ion binding
Propertest Accuracy: 7/12 (58.33%)
Propertest Frequency class 'GO0046872': 348/4746 (7.33%)
New (unknown) data (2787 items):
------------------
Rule 696
eval(_1,_2,0.0-9.0e-25),keyword(_2,hydrolase),db_ref(_2,mim) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,caenorhabditis),desc(_2,factor) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cetartiodactyla),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,multigene_family) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriales),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,complete_proteome) = 1
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),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,mycobacterium) = 0
-> class GO0003735 "structural constituent of ribosome"
Evaluation on training data (5617 items):
at_At1g36240 GO0003735 structural constituent of ribosome
at_At1g69620 GO0003735 structural constituent of ribosome
at_At1g74270 GO0003735 structural constituent of ribosome
at_At1g07070 GO0003735 structural constituent of ribosome
at_At3g23390 GO0003735 structural constituent of ribosome
at_At2g01250 GO0003735 structural constituent of ribosome
GO0004197 cysteine-type endopeptidase activity
GO0030528 transcription regulator activity
at_At2g17360 GO0003735 structural constituent of ribosome
at_At2g27710 GO0003735 structural constituent of ribosome
at_At1g09590 GO0003735 structural constituent of ribosome
at_At1g09690 GO0003735 structural constituent of ribosome
at_At2g32060 GO0003735 structural constituent of ribosome
at_At2g44120 GO0003735 structural constituent of ribosome
GO0004197 cysteine-type endopeptidase activity
GO0030528 transcription regulator activity
at_At3g13580 GO0003735 structural constituent of ribosome
GO0004197 cysteine-type endopeptidase activity
GO0030528 transcription regulator activity
at_At3g18740 GO0003735 structural constituent of ribosome
at_At3g28500 GO0003735 structural constituent of ribosome
at_At3g28900 GO0003735 structural constituent of ribosome
at_At3g44590 GO0003735 structural constituent of ribosome
at_At3g55280 GO0003677 DNA binding
GO0003723 RNA binding
GO0003735 structural constituent of ribosome
at_At3g55750 GO0003735 structural constituent of ribosome
at_At3g58660 GO0003735 structural constituent of ribosome
GO0005554 molecular_function unknown
at_At4g02230 GO0003735 structural constituent of ribosome
at_At4g16720 GO0003735 structural constituent of ribosome
at_At1g12960 GO0003735 structural constituent of ribosome
at_At5g20160 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
at_At5g24510 GO0003735 structural constituent of ribosome
at_At5g27850 GO0003735 structural constituent of ribosome
at_At5g39740 GO0003735 structural constituent of ribosome
at_At5g46430 GO0003735 structural constituent of ribosome
at_At5g59240 GO0003735 structural constituent of ribosome
at_At5g15520 GO0003735 structural constituent of ribosome
at_At5g67510 GO0003735 structural constituent of ribosome
Training Accuracy: 31/31 (100.00%)
Training Frequency class 'GO0003735': 154/5617 (2.74%)
Evaluation on validation data (2787 items):
at_At5g15140 - GO0004034 aldose 1-epimerase activity
at_At1g02780 GO0003735 structural constituent of ribosome
at_At3g25520 GO0003735 structural constituent of ribosome
GO0008097 5S rRNA binding
at_At3g62870 GO0003735 structural constituent of ribosome
at_At3g16780 GO0003735 structural constituent of ribosome
at_At4g08350 GO0003711 transcriptional elongation regulator activity
GO0003735 structural constituent of ribosome
at_At4g17390 GO0003735 structural constituent of ribosome
at_At4g18100 GO0003735 structural constituent of ribosome
at_At5g10360 GO0003735 structural constituent of ribosome
at_At5g20290 GO0003735 structural constituent of ribosome
at_At5g40040 GO0003735 structural constituent of ribosome
at_At5g40820 - GO0004428 inositol/phosphatidylinositol kinase activity
GO0004601 peroxidase activity
at_At1g26880 GO0003735 structural constituent of ribosome
at_At5g61170 GO0003735 structural constituent of ribosome
Validation Accuracy: 12/14 (85.71%)
Validation Frequency class 'GO0003735': 66/2787 (2.37%)
Evaluation on propertest data (4746 items):
at_At1g41880 GO0003735 structural constituent of ribosome
at_At1g57660 GO0003735 structural constituent of ribosome
at_At1g57860 GO0003735 structural constituent of ribosome
at_At1g80750 GO0003735 structural constituent of ribosome
GO0030528 transcription regulator activity
at_At2g47610 GO0003735 structural constituent of ribosome
at_At5g47700 GO0003735 structural constituent of ribosome
at_At1g15930 GO0003735 structural constituent of ribosome
at_At2g39460 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
at_At2g47570 GO0003735 structural constituent of ribosome
at_At3g01500 - GO0004089 carbonate dehydratase activity
GO0008270 zinc ion binding
at_At3g02080 GO0003735 structural constituent of ribosome
at_At3g04840 GO0003735 structural constituent of ribosome
at_At3g05590 GO0003735 structural constituent of ribosome
at_At3g10950 GO0003735 structural constituent of ribosome
at_At3g17770 - GO0004371 glycerone kinase activity
at_At4g12600 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
at_At4g14320 GO0003735 structural constituent of ribosome
at_At4g31700 GO0003735 structural constituent of ribosome
at_At4g34670 GO0003735 structural constituent of ribosome
at_At5g07090 GO0003735 structural constituent of ribosome
at_At5g40890 - GO0005247 voltage-gated chloride channel activity
GO0005253 anion channel activity
at_At5g58370 - GO0003746 translation elongation factor activity
GO0005524 ATP binding
GO0005525 GTP binding
GO0005554 molecular_function unknown
at_At5g58420 GO0003735 structural constituent of ribosome
at_At5g62050 - GO0003754 chaperone activity
GO0015450 protein translocase activity
at_At1g01100 GO0003735 structural constituent of ribosome
at_At1g77940 GO0003735 structural constituent of ribosome
at_At1g08170 - GO0003677 DNA binding
at_At5g08180 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
Propertest Accuracy: 22/28 (78.57%)
Propertest Frequency class 'GO0003735': 159/4746 (3.35%)
New (unknown) data (2787 items):
at_At1g24500 - no entry null
at_At1g44890 - GO0005554 molecular_function unknown
at_At1g65080 - GO0005554 molecular_function unknown
at_At3g14160 - GO0005554 molecular_function unknown
at_At3g14810 - GO0005554 molecular_function unknown
at_At5g01780 - GO0005554 molecular_function unknown
at_At1g68600 - GO0005554 molecular_function unknown
at_At5g24710 - GO0005554 molecular_function unknown
at_At2g42650 - GO0005554 molecular_function unknown
at_At1g76630 - GO0005554 molecular_function unknown
at_At2g17000 - GO0005554 molecular_function unknown
at_At2g17010 - GO0005554 molecular_function unknown
at_At2g46470 - GO0005554 molecular_function unknown
at_At3g44370 - GO0005554 molecular_function unknown
at_At5g53750 - GO0005554 molecular_function unknown
------------------
Rule 942
eval(_1,_2,0.0-9.0e-25),classification(_2,thermotogae) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,mycoplasmataceae),desc(_2,hypothetical) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,hydrolase),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,multigene_family) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonadales),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,bradyrhizobium),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,mycobacterium),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),sq_len(_2,15.0-349.0) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,putative) = 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),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,mycobacterium) = 1
-> class GO0003735 "structural constituent of ribosome"
Evaluation on training data (5617 items):
at_At1g15810 GO0003735 structural constituent of ribosome
at_At1g22780 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
at_At1g33120 GO0003735 structural constituent of ribosome
at_At1g49400 GO0003735 structural constituent of ribosome
at_At1g04270 GO0003735 structural constituent of ribosome
at_At1g04480 GO0003735 structural constituent of ribosome
at_At1g05190 GO0003735 structural constituent of ribosome
at_At1g64880 GO0003735 structural constituent of ribosome
at_At1g67430 GO0003735 structural constituent of ribosome
at_At1g74970 GO0003735 structural constituent of ribosome
at_At1g78630 GO0003735 structural constituent of ribosome
at_At1g80620 GO0003735 structural constituent of ribosome
at_At2g43030 GO0003735 structural constituent of ribosome
at_At3g54210 GO0003735 structural constituent of ribosome
at_At1g07320 GO0003735 structural constituent of ribosome
at_At2g16930 GO0003735 structural constituent of ribosome
at_At2g19720 GO0003735 structural constituent of ribosome
at_At2g20060 GO0003735 structural constituent of ribosome
at_At2g39590 GO0003735 structural constituent of ribosome
at_At2g42710 GO0003735 structural constituent of ribosome
at_At3g09630 GO0003735 structural constituent of ribosome
GO0005524 ATP binding
at_At3g11510 GO0003735 structural constituent of ribosome
at_At3g11940 GO0003735 structural constituent of ribosome
at_At3g22300 GO0003735 structural constituent of ribosome
at_At3g44890 GO0003735 structural constituent of ribosome
at_At3g47370 GO0003735 structural constituent of ribosome
at_At3g48930 GO0003735 structural constituent of ribosome
at_At3g57490 GO0003735 structural constituent of ribosome
at_At4g01310 GO0003735 structural constituent of ribosome
at_At4g13170 GO0003735 structural constituent of ribosome
at_At4g14250 GO0003735 structural constituent of ribosome
GO0005554 molecular_function unknown
at_At4g26370 - GO0003723 RNA binding
at_At4g30930 GO0003700 transcription factor activity
GO0003735 structural constituent of ribosome
at_At4g35490 GO0003735 structural constituent of ribosome
at_At4g36130 GO0003735 structural constituent of ribosome
at_At4g39880 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
at_At5g09770 GO0003735 structural constituent of ribosome
at_At5g14320 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
at_At5g22440 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
at_At5g23740 GO0003735 structural constituent of ribosome
at_At5g27820 GO0003735 structural constituent of ribosome
at_At5g43640 GO0003735 structural constituent of ribosome
at_At5g53070 GO0003735 structural constituent of ribosome
at_At5g23535 GO0003735 structural constituent of ribosome
at_At5g66860 GO0003735 structural constituent of ribosome
GO0005554 molecular_function unknown
GO0008097 5S rRNA binding
Training Accuracy: 44/45 (97.78%)
Training Frequency class 'GO0003735': 154/5617 (2.74%)
Evaluation on validation data (2787 items):
at_At4g10450 GO0003735 structural constituent of ribosome
GO0005198 structural molecule activity
at_At4g11630 GO0003735 structural constituent of ribosome
at_At5g15220 GO0003735 structural constituent of ribosome
at_At1g33140 GO0003735 structural constituent of ribosome
at_At1g52370 GO0003735 structural constituent of ribosome
at_At1g58380 GO0003735 structural constituent of ribosome
at_At1g63970 - GO0008685 2C-methyl-D-erythritol 2\,4-cyclodiphosphate synthase activity
at_At2g09990 GO0003735 structural constituent of ribosome
at_At2g18020 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
GO0003793 defense/immunity protein activity
GO0004415 hyalurononglucosaminidase activity
GO0016740 transferase activity
at_At2g18400 GO0003735 structural constituent of ribosome
at_At2g35370 - GO0004375 glycine dehydrogenase (decarboxylating) activity
at_At2g36160 GO0003735 structural constituent of ribosome
at_At3g52580 GO0003735 structural constituent of ribosome
at_At3g21110 - GO0004639 phosphoribosylaminoimidazolesuccinocarboxamide synthase activity
at_At3g24830 GO0003735 structural constituent of ribosome
at_At4g28360 GO0003735 structural constituent of ribosome
at_At4g29430 GO0003735 structural constituent of ribosome
at_At5g54600 GO0003735 structural constituent of ribosome
at_At3g49080 GO0003735 structural constituent of ribosome
Validation Accuracy: 16/19 (84.21%)
Validation Frequency class 'GO0003735': 66/2787 (2.37%)
Evaluation on propertest data (4746 items):
at_At1g24240 GO0003735 structural constituent of ribosome
at_At1g27400 GO0003735 structural constituent of ribosome
at_At1g32990 GO0003735 structural constituent of ribosome
at_At1g34030 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
at_At1g35680 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
at_At1g43170 GO0003735 structural constituent of ribosome
at_At1g48350 GO0003735 structural constituent of ribosome
at_At1g61580 GO0003735 structural constituent of ribosome
at_At1g77750 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
at_At1g79850 GO0003735 structural constituent of ribosome
at_At2g33370 GO0003735 structural constituent of ribosome
at_At4g17560 GO0003735 structural constituent of ribosome
at_At5g47190 GO0003735 structural constituent of ribosome
at_At5g47320 - GO0003723 RNA binding
at_At5g64650 GO0003735 structural constituent of ribosome
at_At1g07770 GO0003735 structural constituent of ribosome
at_At1g08360 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
at_At2g27530 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
at_At2g33800 GO0003735 structural constituent of ribosome
at_At2g37190 GO0003735 structural constituent of ribosome
at_At2g37270 GO0003735 structural constituent of ribosome
at_At2g42740 GO0003735 structural constituent of ribosome
GO0005198 structural molecule activity
at_At3g01790 GO0003735 structural constituent of ribosome
at_At3g03600 GO0003735 structural constituent of ribosome
at_At3g04230 GO0003735 structural constituent of ribosome
at_At3g04400 GO0003735 structural constituent of ribosome
at_At3g04770 GO0003735 structural constituent of ribosome
at_At3g07110 GO0003735 structural constituent of ribosome
at_At3g09680 GO0003735 structural constituent of ribosome
at_At3g13120 GO0003735 structural constituent of ribosome
at_At3g17465 GO0003735 structural constituent of ribosome
at_At3g18880 GO0003735 structural constituent of ribosome
at_At3g20230 GO0003735 structural constituent of ribosome
at_At3g45030 GO0003735 structural constituent of ribosome
at_At3g46040 GO0003735 structural constituent of ribosome
at_At3g51190 GO0003735 structural constituent of ribosome
at_At3g53430 GO0003735 structural constituent of ribosome
at_At3g60770 GO0003735 structural constituent of ribosome
at_At3g63490 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
at_At4g00100 GO0003735 structural constituent of ribosome
at_At4g09800 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
at_At4g23620 GO0003735 structural constituent of ribosome
GO0005554 molecular_function unknown
GO0008097 5S rRNA binding
at_At4g30800 GO0003735 structural constituent of ribosome
at_At4g34620 GO0003735 structural constituent of ribosome
at_At5g02960 GO0003735 structural constituent of ribosome
at_At5g09490 GO0003735 structural constituent of ribosome
at_At5g09500 GO0003735 structural constituent of ribosome
at_At5g09510 GO0003735 structural constituent of ribosome
at_At5g11750 GO0003735 structural constituent of ribosome
at_At5g18380 GO0003735 structural constituent of ribosome
at_At5g40950 GO0003735 structural constituent of ribosome
at_At5g45775 GO0003735 structural constituent of ribosome
GO0005198 structural molecule activity
at_At5g46160 GO0003735 structural constituent of ribosome
at_At5g48760 GO0003735 structural constituent of ribosome
at_At5g51610 GO0003735 structural constituent of ribosome
at_At5g59850 GO0003735 structural constituent of ribosome
at_At5g60670 GO0003735 structural constituent of ribosome
at_At5g62300 GO0003735 structural constituent of ribosome
at_At5g63070 GO0003735 structural constituent of ribosome
at_At2g41840 GO0003735 structural constituent of ribosome
at_At3g49910 GO0003735 structural constituent of ribosome
at_At3g58700 GO0003735 structural constituent of ribosome
at_At4g18730 GO0003735 structural constituent of ribosome
Propertest Accuracy: 62/63 (98.41%)
Propertest Frequency class 'GO0003735': 159/4746 (3.35%)
New (unknown) data (2787 items):
at_At4g34350 - no entry null
at_At5g46420 - GO0005554 molecular_function unknown
at_At1g06380 - GO0005554 molecular_function unknown
at_At3g22450 - GO0005554 molecular_function unknown
at_At3g45020 - GO0005554 molecular_function unknown
------------------
Rule 1893
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),keyword(_2,calcium_binding) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,oxidoreductase) = 1
-> class GO0004601 "peroxidase activity"
Evaluation on training data (5617 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
GO0005509 calcium ion binding
at_At2g38380 GO0004601 peroxidase activity
at_At2g38390 GO0004601 peroxidase activity
at_At2g43480 GO0004601 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
GO0005524 ATP binding
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_At5g15180 GO0004601 peroxidase activity
at_At5g17820 GO0004601 peroxidase activity
at_At5g19880 GO0004601 peroxidase activity
at_At5g19890 GO0004601 peroxidase activity
at_At5g24070 GO0004601 peroxidase activity
GO0005524 ATP binding
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_At5g05340 GO0004601 peroxidase activity
at_At5g06730 GO0004601 peroxidase activity
at_At5g67400 GO0004601 peroxidase activity
Training Accuracy: 32/33 (96.97%)
Training Frequency class 'GO0004601': 36/5617 (0.64%)
Evaluation on validation data (2787 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
at_At3g32980 GO0004601 peroxidase activity
Validation Accuracy: 15/17 (88.24%)
Validation Frequency class 'GO0004601': 19/2787 (0.68%)
Evaluation on propertest data (4746 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_At3g27870 - GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
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: 29/32 (90.62%)
Propertest Frequency class 'GO0004601': 33/4746 (0.70%)
New (unknown) data (2787 items):
------------------
Rule 1012
eval(_1,_2,0.0-9.0e-25),desc(_2,chain) = 1
eval(_1,_2,4.0e-3-0.1),classification(_2,xenopus),keyword(_2,phosphorylation) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,fungi),keyword(_2,electron_transport) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,667.0-1005.0),classification(_2,streptomyces) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,atp_binding),desc(_2,factor) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,receptor),desc(_2,putative) = 1
-> class GO0005515 "protein binding"
Evaluation on training data (5617 items):
at_At1g13230 GO0005515 protein binding
at_At1g15740 GO0003793 defense/immunity protein activity
GO0005515 protein binding
at_At1g17240 GO0004672 protein kinase activity
GO0005515 protein binding
at_At1g17250 GO0004672 protein kinase activity
GO0005515 protein binding
at_At1g03440 GO0005515 protein binding
at_At1g33600 GO0005515 protein binding
at_At1g33610 GO0005515 protein binding
at_At1g34290 GO0005515 protein binding
at_At1g47890 GO0005515 protein binding
GO0016301 kinase activity
at_At1g58190 GO0005515 protein binding
at_At1g71390 GO0005515 protein binding
at_At1g74200 GO0005515 protein binding
at_At1g78230 GO0003793 defense/immunity protein activity
GO0005515 protein binding
at_At3g23110 GO0005515 protein binding
GO0016301 kinase activity
at_At2g15080 GO0005515 protein binding
GO0016301 kinase activity
at_At2g15320 GO0005515 protein binding
at_At2g26380 GO0005515 protein binding
at_At2g33030 GO0005515 protein binding
at_At1g09760 GO0005515 protein binding
at_At2g42800 GO0005515 protein binding
at_At3g11010 GO0005515 protein binding
GO0016301 kinase activity
at_At3g11330 GO0005515 protein binding
at_At3g17640 GO0005515 protein binding
at_At3g20820 GO0005515 protein binding
at_At3g24900 GO0005515 protein binding
at_At3g25010 GO0005515 protein binding
GO0016301 kinase activity
at_At3g26500 GO0005515 protein binding
at_At3g28890 GO0005515 protein binding
GO0016301 kinase activity
at_At3g43740 GO0005515 protein binding
at_At3g53240 GO0005515 protein binding
at_At4g03010 GO0005515 protein binding
at_At4g13810 GO0005515 protein binding
at_At4g13900 GO0005515 protein binding
GO0016301 kinase activity
at_At4g28380 GO0005515 protein binding
at_At1g12970 GO0005515 protein binding
at_At5g19680 GO0005515 protein binding
at_At5g21090 GO0005515 protein binding
at_At5g27060 GO0005515 protein binding
GO0016301 kinase activity
at_At5g49290 GO0005515 protein binding
at_At5g49750 GO0005515 protein binding
at_At5g66330 GO0005515 protein binding
at_At5g06860 GO0005515 protein binding
at_At5g23400 GO0005515 protein binding
at_At4g04220 GO0005515 protein binding
GO0016301 kinase activity
Training Accuracy: 44/44 (100.00%)
Training Frequency class 'GO0005515': 349/5617 (6.21%)
Evaluation on validation data (2787 items):
at_At4g24490 - GO0004663 RAB-protein geranylgeranyltransferase activity
at_At1g33670 GO0005515 protein binding
at_At3g25670 GO0005515 protein binding
at_At2g19330 GO0005515 protein binding
at_At2g25470 GO0005515 protein binding
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_At1g11130 GO0005515 protein binding
at_At3g23010 GO0005515 protein binding
at_At3g23120 GO0005515 protein binding
GO0016301 kinase activity
at_At4g05470 - GO0004842 ubiquitin-protein ligase activity
at_At4g13880 GO0005515 protein binding
at_At4g13920 GO0005515 protein binding
GO0016301 kinase activity
at_At4g23840 GO0005515 protein binding
at_At4g35470 - GO0003793 defense/immunity protein activity
at_At5g07910 GO0005515 protein binding
at_At5g12940 GO0005515 protein binding
at_At5g61240 GO0005515 protein binding
at_At1g28340 GO0005515 protein binding
at_At5g65830 GO0005515 protein binding
at_At2g19780 GO0005515 protein binding
Validation Accuracy: 20/23 (86.96%)
Validation Frequency class 'GO0005515': 192/2787 (6.89%)
Evaluation on propertest data (4746 items):
at_At1g33590 GO0005515 protein binding
at_At1g54480 GO0005515 protein binding
at_At1g65380 GO0005057 receptor signaling protein activity
GO0005515 protein binding
at_At1g71440 - GO0003723 RNA binding
GO0003968 RNA-directed RNA polymerase activity
at_At1g74180 GO0005515 protein binding
at_At1g74190 GO0005515 protein binding
at_At1g80080 GO0004872 receptor activity
GO0005515 protein binding
at_At3g15410 GO0005515 protein binding
at_At2g20210 GO0005515 protein binding
GO0008237 metallopeptidase activity
GO0008270 zinc ion binding
at_At2g32680 GO0005515 protein binding
GO0016301 kinase activity
at_At2g33060 GO0005515 protein binding
GO0016301 kinase activity
at_At3g05650 GO0005515 protein binding
GO0016301 kinase activity
at_At3g05660 GO0005515 protein binding
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_At3g19320 - GO0001584 rhodopsin-like receptor activity
GO0005199 structural constituent of cell wall
at_At3g59510 GO0005515 protein binding
at_At4g13820 GO0005515 protein binding
GO0016301 kinase activity
at_At4g28560 GO0005515 protein binding
at_At4g29880 GO0005515 protein binding
at_At5g06870 GO0005515 protein binding
at_At5g25910 GO0005515 protein binding
GO0016301 kinase activity
at_At1g13910 GO0005515 protein binding
at_At5g45770 GO0005515 protein binding
at_At5g66890 - GO0004714 transmembrane receptor protein tyrosine kinase activity
GO0005006 epidermal growth factor receptor activity
at_At1g68780 GO0005515 protein binding
at_At1g71400 GO0005515 protein binding
at_At1g73070 GO0005515 protein binding
at_At1g07390 GO0005515 protein binding
at_At2g25440 GO0005515 protein binding
GO0016301 kinase activity
at_At3g05360 GO0005515 protein binding
GO0016301 kinase activity
at_At3g05370 GO0005515 protein binding
GO0016301 kinase activity
at_At3g24480 GO0005199 structural constituent of cell wall
GO0005515 protein binding
at_At3g25020 GO0005515 protein binding
at_At3g49750 GO0005515 protein binding
at_At4g18760 GO0005515 protein binding
Propertest Accuracy: 33/37 (89.19%)
Propertest Frequency class 'GO0005515': 326/4746 (6.87%)
New (unknown) data (2787 items):
at_At1g25570 - GO0005554 molecular_function unknown
at_At2g06030 - GO0005554 molecular_function unknown
at_At2g30100 - GO0005554 molecular_function unknown
at_At2g42390 - GO0005554 molecular_function unknown
at_At3g25000 - no entry null
at_At3g32110 - no entry null
at_At3g54910 - GO0005554 molecular_function unknown
at_At3g58530 - GO0005554 molecular_function unknown
at_At4g26050 - no entry null
at_At5g25550 - no entry null
at_At5g52480 - GO0005554 molecular_function unknown
at_At3g18150 - GO0005554 molecular_function unknown
at_At3g44180 - GO0005554 molecular_function unknown
at_At4g16880 - GO0005554 molecular_function unknown
at_At5g56800 - GO0005554 molecular_function unknown
at_At5g67140 - GO0005554 molecular_function unknown
at_At2g15040 - no entry null
at_At2g17440 - no entry null
at_At2g24770 - no entry null
at_At2g25660 - GO0005554 molecular_function unknown
at_At3g26930 - GO0005554 molecular_function unknown
at_At3g58890 - GO0005554 molecular_function unknown
at_At4g13910 - no entry null
at_At4g23830 - no entry null
at_At5g05850 - GO0005554 molecular_function unknown
at_At5g22680 - GO0005554 molecular_function unknown
at_At3g24235 - no entry null
------------------
Rule 429
eval(_1,_2,0.0-9.0e-25),classification(_2,triticum) = 0
eval(_1,_2,4.0e-3-0.1),db_ref(_2,sgd),desc(_2,chain) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,echinacea),keyword(_2,dna_binding) = 0
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,zinc_finger),desc(_2,intergenic) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,pezizomycotina),db_ref(_2,pir) = 1
eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,485.0-667.0),classification(_2,neurospora) = 1
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),desc(_2,kinase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,complete_proteome) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,arabidopsis) = 0
-> class GO0005515 "protein binding"
Evaluation on training data (5617 items):
at_At1g18760 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g23980 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g35630 GO0005515 protein binding
GO0008233 peptidase activity
GO0008270 zinc ion binding
at_At1g45180 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g49200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g49210 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g51930 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g63170 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g68180 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74410 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g80400 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g27940 GO0001584 rhodopsin-like receptor activity
GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g61180 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g01150 GO0004842 ubiquitin-protein ligase activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g03000 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_At2g29840 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g34990 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g18930 GO0003677 DNA binding
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At3g19950 GO0003677 DNA binding
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 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g10150 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_At4g18110 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g23450 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g30400 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g38140 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g10380 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g37200 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g37270 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g43420 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g57750 - GO0003677 DNA binding
at_At5g66070 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05280 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05530 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g06490 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g07040 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g01980 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g15790 GO0005515 protein binding
GO0008270 zinc ion binding
Training Accuracy: 45/46 (97.83%)
Training Frequency class 'GO0005515': 349/5617 (6.21%)
Evaluation on validation data (2787 items):
at_At3g61550 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g70910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g76410 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g79810 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g46160 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g56580 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g17970 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g17980 - GO0004652 polynucleotide adenylyltransferase activity
GO0016779 nucleotidyltransferase activity
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 GO0005489 electron transporter activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g42830 - GO0004842 ubiquitin-protein ligase activity
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 GO0005489 electron transporter activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g27420 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g37230 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g37280 - GO0008237 metallopeptidase activity
GO0008270 zinc ion binding
at_At5g41400 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g53910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g66160 GO0003677 DNA binding
GO0005515 protein binding
GO0008233 peptidase activity
GO0008270 zinc ion binding
at_At5g67120 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g02610 GO0005489 electron transporter activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g15100 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g72200 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g42350 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g42360 GO0005515 protein binding
GO0008270 zinc ion binding
Validation Accuracy: 27/30 (90.00%)
Validation Frequency class 'GO0005515': 192/2787 (6.89%)
Evaluation on propertest data (4746 items):
at_At1g26800 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g04360 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g49850 GO0003677 DNA binding
GO0005515 protein binding
GO0005529 sugar binding
GO0008270 zinc ion binding
at_At1g04790 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g53010 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g57730 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g62370 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g63840 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g66630 - GO0003911 DNA ligase (NAD+) activity
GO0005554 molecular_function unknown
at_At1g68070 GO0003677 DNA binding
GO0005515 protein binding
GO0005529 sugar binding
GO0008270 zinc ion binding
at_At1g69330 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g73760 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74620 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g35000 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g15070 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g17920 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g26400 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
GO0016151 nickel ion binding
at_At4g26580 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g15580 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g18650 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g20030 GO0001584 rhodopsin-like receptor activity
GO0003677 DNA binding
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_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_At3g26730 GO0003684 damaged DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g28620 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g30460 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g47180 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g60220 GO0003677 DNA binding
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 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g19190 - GO0003676 nucleic acid binding
at_At4g22250 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g27470 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g01880 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g02750 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05910 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g16700 - GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g37250 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41430 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
GO0045735 nutrient reservoir activity
at_At5g41440 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41450 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g42200 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g54990 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g28920 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g05200 GO0003677 DNA binding
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g05250 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g10910 GO0003677 DNA binding
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: 57/60 (95.00%)
Propertest Frequency class 'GO0005515': 326/4746 (6.87%)
New (unknown) data (2787 items):
at_At1g18770 - no entry null
at_At1g26730 - GO0005554 molecular_function unknown
at_At1g49780 - GO0005554 molecular_function unknown
at_At1g59560 - GO0005554 molecular_function unknown
at_At1g63110 - GO0005554 molecular_function unknown
at_At1g63900 - no entry null
at_At1g77830 - no entry null
at_At1g79380 - GO0005554 molecular_function unknown
at_At2g28830 - GO0005554 molecular_function unknown
at_At2g38190 - no entry null
at_At3g12060 - GO0005554 molecular_function unknown
at_At3g19140 - GO0005554 molecular_function unknown
at_At4g27880 - GO0005554 molecular_function unknown
at_At5g37870 - GO0005554 molecular_function unknown
at_At5g38270 - GO0005554 molecular_function unknown
at_At5g38890 - GO0005554 molecular_function unknown
at_At5g67340 - GO0005554 molecular_function unknown
at_At3g60790 - GO0005554 molecular_function unknown
at_At1g54150 - GO0005554 molecular_function unknown
at_At2g18940 - GO0005554 molecular_function unknown
at_At1g10560 - GO0005554 molecular_function unknown
at_At3g08530 - GO0003824 catalytic activity
GO0005198 structural molecule activity
at_At3g61790 - GO0005554 molecular_function unknown
at_At5g11620 - GO0005554 molecular_function unknown
at_At1g24580 - no entry null
at_At5g65920 - GO0005554 molecular_function unknown
at_At5g62560 - GO0005554 molecular_function unknown
at_At2g41980 - GO0005554 molecular_function unknown
at_At1g67530 - GO0005554 molecular_function unknown
at_At2g17730 - no entry null
at_At3g61460 - GO0005554 molecular_function unknown
at_At2g17460 - no entry null
at_At2g39810 - GO0005554 molecular_function unknown
at_At3g49510 - GO0005554 molecular_function unknown
at_At5g09800 - GO0005554 molecular_function unknown
at_At5g37890 - GO0005554 molecular_function unknown
at_At5g37910 - GO0005554 molecular_function unknown
at_At5g50280 - GO0005554 molecular_function unknown
at_At5g62800 - GO0005554 molecular_function unknown
at_At1g68820 - GO0005554 molecular_function unknown
at_At3g58040 - GO0005554 molecular_function unknown
------------------
Rule 1773
eval(_1,_2,2.0e-5-4.0e-3),species(_2,mycobacterium_tuberculosis) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,brassica) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,rattus),keyword(_2,hydrolase) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),desc(_2,kinase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,triticum) = 0
-> class GO0005515 "protein binding"
Evaluation on training data (5617 items):
at_At1g03670 GO0005515 protein binding
GO0005524 ATP binding
at_At3g54070 GO0005515 protein binding
at_At2g01680 GO0005515 protein binding
at_At2g14250 GO0005515 protein binding
at_At3g09890 GO0005515 protein binding
at_At3g24210 GO0005515 protein binding
at_At4g03470 GO0005515 protein binding
at_At4g10720 GO0005515 protein binding
at_At4g19150 GO0005515 protein binding
GO0005524 ATP binding
at_At5g14230 GO0005515 protein binding
GO0005524 ATP binding
at_At5g64220 GO0005516 calmodulin binding
at_At5g02620 GO0005515 protein binding
GO0005524 ATP binding
GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g07840 GO0005515 protein binding
at_At5g54720 GO0005515 protein binding
Training Accuracy: 14/14 (100.00%)
Training Frequency class 'GO0005515': 349/5617 (6.21%)
Evaluation on validation data (2787 items):
at_At1g05640 GO0005515 protein binding
at_At4g03460 GO0005515 protein binding
at_At4g03480 GO0005515 protein binding
GO0005524 ATP binding
at_At4g03500 GO0005515 protein binding
at_At5g15500 GO0005515 protein binding
at_At5g65860 GO0005515 protein binding
at_At3g09550 GO0005515 protein binding
Validation Accuracy: 7/7 (100.00%)
Validation Frequency class 'GO0005515': 192/2787 (6.89%)
Evaluation on propertest data (4746 items):
at_At1g34050 GO0005515 protein binding
at_At3g23280 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g35450 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0005515 protein binding
at_At2g03430 GO0005515 protein binding
at_At1g07710 GO0005515 protein binding
at_At2g04740 GO0005515 protein binding
at_At2g17390 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0005515 protein binding
at_At2g31820 GO0005515 protein binding
at_At3g01510 GO0005515 protein binding
GO0005554 molecular_function unknown
GO0008138 protein tyrosine/serine/threonine phosphatase activity
at_At1g11740 GO0005515 protein binding
at_At3g18670 GO0005515 protein binding
at_At4g05040 GO0005515 protein binding
at_At5g54610 GO0005515 protein binding
at_At5g60070 GO0005515 protein binding
at_At5g61230 GO0005515 protein binding
at_At3g02850 - GO0005242 inward rectifier potassium channel activity
GO0015271 outward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At4g11000 GO0005515 protein binding
at_At5g07270 GO0005515 protein binding
at_At5g35830 GO0005515 protein binding
Propertest Accuracy: 18/19 (94.74%)
Propertest Frequency class 'GO0005515': 326/4746 (6.87%)
New (unknown) data (2787 items):
at_At5g35810 - GO0005554 molecular_function unknown
at_At5g04700 - GO0005554 molecular_function unknown
at_At5g04680 - GO0005554 molecular_function unknown
at_At5g04690 - GO0005554 molecular_function unknown
at_At5g20350 - GO0005554 molecular_function unknown
------------------
Rule 1327
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,fabales),db_ref(_2,smart) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,embryophyta),keyword(_2,transcription_regulation) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),desc(_2,kinase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
-> class GO0008289 "lipid binding"
Evaluation on training data (5617 items):
at_At1g32280 GO0008289 lipid binding
at_At1g55260 GO0008289 lipid binding
at_At1g73560 GO0008289 lipid binding
at_At1g73780 GO0008289 lipid binding
at_At1g73890 GO0008289 lipid binding
at_At2g18370 GO0004872 receptor activity
GO0005215 transporter activity
GO0008289 lipid binding
at_At2g27130 GO0008289 lipid binding
at_At2g37870 GO0008289 lipid binding
at_At2g38540 GO0008289 lipid binding
at_At3g08770 GO0008289 lipid binding
at_At4g08530 GO0008289 lipid binding
at_At4g22520 GO0008289 lipid binding
at_At4g22610 GO0008289 lipid binding
at_At4g30880 GO0008289 lipid binding
at_At4g33550 GO0008289 lipid binding
at_At5g09370 GO0008289 lipid binding
at_At5g55410 GO0008289 lipid binding
at_At5g55450 GO0008289 lipid binding
at_At5g55460 GO0008289 lipid binding
at_At5g59310 - GO0005319 lipid transporter activity
at_At5g64080 GO0008289 lipid binding
Training Accuracy: 20/21 (95.24%)
Training Frequency class 'GO0008289': 61/5617 (1.09%)
Evaluation on validation data (2787 items):
at_At1g62790 GO0008289 lipid binding
at_At2g13830 - GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003723 RNA binding
GO0003964 RNA-directed DNA polymerase activity
GO0004019 adenylosuccinate synthase activity
GO0004523 ribonuclease H activity
GO0005525 GTP binding
at_At2g38530 - GO0005319 lipid transporter activity
at_At3g51590 GO0008289 lipid binding
at_At3g51600 - GO0005319 lipid transporter activity
at_At3g22570 GO0008289 lipid binding
at_At3g22580 GO0008289 lipid binding
at_At4g12530 GO0008289 lipid binding
at_At5g13900 GO0008289 lipid binding
at_At5g59320 - GO0005319 lipid transporter activity
Validation Accuracy: 6/10 (60.00%)
Validation Frequency class 'GO0008289': 22/2787 (0.79%)
Evaluation on propertest data (4746 items):
at_At1g73550 GO0008289 lipid binding
at_At2g15050 GO0008289 lipid binding
at_At3g45810 - GO0005509 calcium ion binding
GO0016175 superoxide-generating NADPH oxidase activity
GO0016491 oxidoreductase activity
at_At5g01870 GO0008289 lipid binding
at_At1g27950 GO0005554 molecular_function unknown
GO0008289 lipid binding
at_At3g58550 GO0008289 lipid binding
at_At4g11230 - GO0016175 superoxide-generating NADPH oxidase activity
at_At5g56480 GO0008289 lipid binding
Propertest Accuracy: 6/8 (75.00%)
Propertest Frequency class 'GO0008289': 42/4746 (0.88%)
New (unknown) data (2787 items):
at_At4g22640 - GO0005554 molecular_function unknown
at_At4g22650 - GO0005554 molecular_function unknown
at_At5g44420 - no entry null
at_At5g44430 - no entry null
at_At2g26010 - no entry null
at_At2g26020 - no entry null
at_At1g75830 - no entry null
------------------
Rule 1002
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,viridiplantae),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),desc(_2,kinase) = 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),keyword(_2,transmembrane) = 1
-> class GO0008289 "lipid binding"
Evaluation on training data (5617 items):
at_At1g62510 GO0008289 lipid binding
at_At4g12480 GO0008289 lipid binding
GO0045735 nutrient reservoir activity
at_At4g12510 GO0008289 lipid binding
at_At2g45180 GO0008289 lipid binding
at_At1g12090 GO0008289 lipid binding
at_At4g22460 GO0008289 lipid binding
at_At4g22490 GO0008289 lipid binding
at_At5g46900 GO0008289 lipid binding
Training Accuracy: 8/8 (100.00%)
Training Frequency class 'GO0008289': 61/5617 (1.09%)
Evaluation on validation data (2787 items):
at_At1g12100 GO0008289 lipid binding
at_At4g12470 GO0008289 lipid binding
GO0045735 nutrient reservoir activity
at_At4g12490 GO0008289 lipid binding
at_At4g12500 GO0008289 lipid binding
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'GO0008289': 22/2787 (0.79%)
Evaluation on propertest data (4746 items):
at_At4g12520 GO0008289 lipid binding
at_At4g12550 GO0008289 lipid binding
at_At5g46890 GO0008289 lipid binding
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'GO0008289': 42/4746 (0.88%)
New (unknown) data (2787 items):
at_At1g05050 - no entry null
at_At4g00170 - GO0005198 structural molecule activity
------------------
Rule 1001
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,triticeae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,multigene_family) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,receptor) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transmembrane) = 1
-> class GO0015267 "channel/pore class transporter activity"
Evaluation on training data (5617 items):
at_At2g29100 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_At5g48410 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At2g29110 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'GO0015267': 56/5617 (1.00%)
Evaluation on validation data (2787 items):
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_At5g11180 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0015267': 38/2787 (1.36%)
Evaluation on propertest data (4746 items):
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_At3g09330 - GO0015359 amino acid permease activity
at_At3g51480 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At4g35180 - GO0015359 amino acid permease activity
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_At1g42540 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
Propertest Accuracy: 7/9 (77.78%)
Propertest Frequency class 'GO0015267': 54/4746 (1.14%)
New (unknown) data (2787 items):
at_At2g24730 - no entry null
------------------
Rule 1298
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,streptophyta),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,multigene_family) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transport) = 1
-> class GO0015267 "channel/pore class transporter activity"
Evaluation on training data (5617 items):
at_At2g25810 GO0015250 water channel activity
at_At4g01470 GO0015250 water channel activity
at_At4g17340 GO0015250 water channel activity
at_At5g15090 GO0008308 voltage-dependent ion-selective channel activity
at_At5g57490 GO0008308 voltage-dependent ion-selective channel activity
Training Accuracy: 5/5 (100.00%)
Training Frequency class 'GO0015267': 56/5617 (1.00%)
Evaluation on validation data (2787 items):
at_At4g10380 GO0015250 water channel activity
at_At1g52180 GO0015250 water channel activity
at_At2g34390 GO0015250 water channel activity
at_At3g49920 GO0008308 voltage-dependent ion-selective channel activity
at_At4g00430 GO0015250 water channel activity
at_At3g20000 GO0008308 voltage-dependent ion-selective channel activity
GO0015450 protein translocase activity
at_At3g47440 GO0015250 water channel activity
at_At4g18910 GO0015250 water channel activity
Validation Accuracy: 8/8 (100.00%)
Validation Frequency class 'GO0015267': 38/2787 (1.36%)
Evaluation on propertest data (4746 items):
at_At1g50400 GO0008308 voltage-dependent ion-selective channel activity
GO0015450 protein translocase activity
at_At1g56500 - GO0004647 phosphoserine phosphatase activity
GO0008967 phosphoglycolate phosphatase activity
GO0016787 hydrolase activity
GO0019120 hydrolase activity\, acting on acid halide bonds\, in C-halide compounds
at_At5g47450 GO0015250 water channel activity
at_At2g29870 GO0015250 water channel activity
at_At2g36830 GO0015250 water channel activity
at_At5g37610 GO0005554 molecular_function unknown
GO0015288 porin activity
at_At5g67500 GO0008308 voltage-dependent ion-selective channel activity
at_At1g17810 GO0015250 water channel activity
Propertest Accuracy: 7/8 (87.50%)
Propertest Frequency class 'GO0015267': 54/4746 (1.14%)
New (unknown) data (2787 items):
at_At3g44600 - no entry null
at_At3g01280 - no entry null
at_At3g04090 - GO0005215 transporter activity
------------------
Rule 2028
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),keyword(_2,transcription_regulation) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,sordariomycetes),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,nicotiana) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transmembrane) = 1
-> class GO0015267 "channel/pore class transporter activity"
Evaluation on training data (5617 items):
at_At1g55620 GO0005247 voltage-gated chloride channel activity
at_At2g46450 GO0005216 ion channel activity
GO0030551 cyclic nucleotide binding
at_At3g27170 GO0005247 voltage-gated chloride channel activity
GO0005253 anion channel activity
at_At3g48010 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g03450 - GO0005515 protein binding
at_At4g30360 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g35440 GO0005247 voltage-gated chloride channel activity
at_At5g57940 GO0005267 potassium channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At5g33280 GO0005247 voltage-gated chloride channel activity
GO0005253 anion channel activity
Training Accuracy: 8/9 (88.89%)
Training Frequency class 'GO0015267': 56/5617 (1.00%)
Evaluation on validation data (2787 items):
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_At4g18290 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0015267': 38/2787 (1.36%)
Evaluation on propertest data (4746 items):
at_At3g16090 - GO0003677 DNA binding
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At3g02580 - GO0000248 C-5 sterol desaturase activity
at_At3g02590 - GO0000248 C-5 sterol desaturase activity
at_At5g54710 - GO0005515 protein binding
at_At1g30450 - GO0015377 cation\:chloride symporter activity
at_At5g49890 GO0005247 voltage-gated chloride channel activity
GO0005253 anion channel activity
Propertest Accuracy: 1/6 (16.67%)
Propertest Frequency class 'GO0015267': 54/4746 (1.14%)
New (unknown) data (2787 items):
------------------
Rule 1047
eval(_1,_2,0.0-9.0e-25),keyword(_2,atp_binding),desc(_2,factor) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,multigene_family) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),classification(_2,euglenozoa) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,ditrysia) = 1
-> class GO0016853 "isomerase activity"
Evaluation on training data (5617 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_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
at_At5g05420 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
Training Accuracy: 8/8 (100.00%)
Training Frequency class 'GO0016853': 114/5617 (2.03%)
Evaluation on validation data (2787 items):
at_At3g60370 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g10060 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g55520 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0016853': 42/2787 (1.51%)
Evaluation on propertest data (4746 items):
at_At1g20810 GO0003735 structural constituent of ribosome
GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
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_At5g48570 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005516 calmodulin binding
GO0005528 FK506 binding
Propertest Accuracy: 4/4 (100.00%)
Propertest Frequency class 'GO0016853': 98/4746 (2.06%)
New (unknown) data (2787 items):
at_At5g55400 - GO0005554 molecular_function unknown
at_At3g12330 - no entry null
at_At5g06290 - GO0016209 antioxidant activity
------------------
Rule 1294
eval(_1,_2,0.0-9.0e-25),classification(_2,orthopteroidea) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,triticeae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,multigene_family) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),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),keyword(_2,transport) = 0
-> class GO0016853 "isomerase activity"
Evaluation on training data (5617 items):
at_At1g26940 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At1g01940 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At2g15790 - GO0042027 cyclophilin-type 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
GO0005524 ATP binding
at_At5g35100 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At5g67530 GO0003755 peptidyl-prolyl cis-trans isomerase activity
Training Accuracy: 14/15 (93.33%)
Training Frequency class 'GO0016853': 114/5617 (2.03%)
Evaluation on validation data (2787 items):
at_At2g36130 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At2g47320 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0016149 translation release factor activity\, codon specific
at_At3g66654 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0016149 translation release factor activity\, codon specific
at_At3g15520 GO0003755 peptidyl-prolyl cis-trans isomerase activity
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'GO0016853': 42/2787 (1.51%)
Evaluation on propertest data (4746 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_At3g63400 - GO0005524 ATP binding
at_At5g58710 GO0003677 DNA binding
GO0003755 peptidyl-prolyl cis-trans isomerase activity
Propertest Accuracy: 6/7 (85.71%)
Propertest Frequency class 'GO0016853': 98/4746 (2.06%)
New (unknown) data (2787 items):
at_At4g32420 - no entry null
------------------
Rule 1162
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,core_eudicots),keyword(_2,oxidoreductase) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,streptomyces),keyword(_2,phosphorylation) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,atp_binding),desc(_2,factor) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transferase) = 0
-> class GO0003793 "defense/immunity protein activity"
Evaluation on training data (5617 items):
at_At1g17610 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At1g18830 - GO0000166 nucleotide binding
at_At1g27170 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At1g27180 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At1g50180 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At1g51480 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At1g58390 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At1g58400 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At1g58410 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At1g59620 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At1g61180 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At1g62630 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At1g66090 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At1g72850 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At1g72870 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At1g72890 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At4g27220 GO0003793 defense/immunity protein activity
GO0004197 cysteine-type endopeptidase activity
GO0005524 ATP binding
at_At2g16870 GO0003793 defense/immunity protein activity
GO0004176 ATP-dependent peptidase activity
GO0004252 serine-type endopeptidase activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At2g17060 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At1g10920 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At3g14470 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At3g27120 - GO0004222 metalloendopeptidase activity
GO0005524 ATP binding
GO0016787 hydrolase activity
GO0016887 ATPase activity
at_At4g10780 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At4g12010 GO0003793 defense/immunity protein activity
GO0004009 ATP-binding cassette (ABC) transporter activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At1g12210 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At1g12280 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At1g12290 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At4g14370 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At4g14610 - GO0005524 ATP binding
at_At4g16990 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
GO0005525 GTP binding
at_At4g19500 GO0003793 defense/immunity protein activity
GO0004009 ATP-binding cassette (ABC) transporter activity
GO0004176 ATP-dependent peptidase activity
GO0004252 serine-type endopeptidase activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At4g33300 GO0003793 defense/immunity protein activity
GO0005488 binding
GO0005524 ATP binding
at_At4g36140 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
GO0016787 hydrolase activity
at_At5g11250 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At5g17890 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
GO0008237 metallopeptidase activity
GO0008270 zinc ion binding
at_At5g38340 GO0003793 defense/immunity protein activity
GO0004009 ATP-binding cassette (ABC) transporter activity
GO0004176 ATP-dependent peptidase activity
GO0004252 serine-type endopeptidase activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At5g41750 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At5g43730 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At5g44870 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At5g45210 GO0003793 defense/immunity protein activity
GO0004765 shikimate kinase activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At5g48770 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005179 hormone activity
GO0005524 ATP binding
at_At5g49140 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
GO0008237 metallopeptidase activity
GO0008270 zinc ion binding
at_At5g63020 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At5g66630 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
GO0008237 metallopeptidase activity
GO0008270 zinc ion binding
at_At5g05400 GO0003793 defense/immunity protein activity
GO0004672 protein kinase activity
GO0005524 ATP binding
at_At5g47250 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At5g66900 GO0003793 defense/immunity protein activity
GO0004963 follicle stimulating hormone receptor activity
GO0005524 ATP binding
Training Accuracy: 44/47 (93.62%)
Training Frequency class 'GO0003793': 73/5617 (1.30%)
Evaluation on validation data (2787 items):
at_At4g11170 GO0003793 defense/immunity protein activity
GO0004176 ATP-dependent peptidase activity
GO0004252 serine-type endopeptidase activity
GO0005524 ATP binding
at_At5g48780 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At1g56540 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At1g59780 GO0003793 defense/immunity protein activity
GO0004197 cysteine-type endopeptidase activity
GO0005524 ATP binding
at_At1g61190 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At1g61310 GO0003735 structural constituent of ribosome
GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At2g47680 - GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g44400 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At3g44480 - GO0030275 LRR-domain binding
at_At5g22690 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At5g40910 GO0003684 damaged DNA binding
GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At5g45260 - GO0003700 transcription factor activity
at_At5g46270 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At5g58120 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
Validation Accuracy: 11/14 (78.57%)
Validation Frequency class 'GO0003793': 35/2787 (1.26%)
Evaluation on propertest data (4746 items):
at_At1g52660 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At1g53350 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At1g56510 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At1g61300 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At3g15700 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At4g36150 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At5g47260 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At5g47280 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At3g06480 - GO0003676 nucleic acid binding
GO0004003 ATP-dependent DNA helicase activity
GO0004386 helicase activity
GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g14460 GO0003793 defense/immunity protein activity
GO0004964 lutropin-choriogonadotropic hormone receptor activity
GO0005524 ATP binding
at_At3g25510 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At3g46710 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
at_At3g50950 GO0003793 defense/immunity protein activity
GO0004765 shikimate kinase activity
GO0005524 ATP binding
at_At4g16890 GO0003793 defense/immunity protein activity
GO0004009 ATP-binding cassette (ABC) transporter activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At4g16940 GO0003793 defense/immunity protein activity
GO0003910 DNA ligase (ATP) activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At4g16960 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At4g19050 GO0003793 defense/immunity protein activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At4g23230 - GO0016301 kinase activity
at_At5g40090 GO0001584 rhodopsin-like receptor activity
GO0003793 defense/immunity protein activity
GO0004849 uridine kinase activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At5g40100 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At5g46450 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At5g66910 GO0003723 RNA binding
GO0003724 RNA helicase activity
GO0003793 defense/immunity protein activity
GO0003968 RNA-directed RNA polymerase activity
GO0004672 protein kinase activity
GO0005524 ATP binding
at_At1g72840 GO0003793 defense/immunity protein activity
GO0004526 ribonuclease P activity
GO0004888 transmembrane receptor activity
GO0005524 ATP binding
at_At4g09420 GO0003793 defense/immunity protein activity
GO0004888 transmembrane receptor activity
GO0005351 sugar porter activity
GO0005524 ATP binding
Propertest Accuracy: 22/24 (91.67%)
Propertest Frequency class 'GO0003793': 50/4746 (1.05%)
New (unknown) data (2787 items):
at_At1g63360 - no entry null
at_At3g44630 - no entry null
at_At3g51560 - no entry null
at_At4g16950 - no entry null
at_At5g45060 - no entry null
at_At5g45250 - no entry null
at_At3g63460 - GO0005554 molecular_function unknown
at_At3g46730 - no entry null
at_At5g04720 - no entry null
at_At5g41740 - no entry null
at_At1g31540 - no entry null
at_At1g33560 - no entry null
at_At3g07040 - no entry null
at_At3g44670 - no entry null
at_At3g46530 - no entry null
at_At5g13480 - GO0005554 molecular_function unknown
at_At5g35450 - no entry null
at_At5g38350 - no entry null
------------------
Rule 1297
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,rosales),db_ref(_2,hssp) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,multigene_family) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
-> class GO0016829 "lyase activity"
Evaluation on training data (5617 items):
at_At1g30350 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At1g04680 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At2g02720 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At3g07010 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At3g24230 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At3g27400 GO0030570 pectate lyase activity
at_At3g53190 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At1g11920 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At4g22080 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At5g15110 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At5g63180 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At5g04230 GO0045548 phenylalanine ammonia-lyase activity
Training Accuracy: 12/12 (100.00%)
Training Frequency class 'GO0016829': 164/5617 (2.92%)
Evaluation on validation data (2787 items):
at_At3g10340 GO0045548 phenylalanine ammonia-lyase activity
at_At3g53260 GO0045548 phenylalanine ammonia-lyase activity
at_At5g04310 GO0030570 pectate lyase activity
at_At5g09280 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At5g55720 GO0016829 lyase activity
GO0030570 pectate lyase activity
Validation Accuracy: 5/5 (100.00%)
Validation Frequency class 'GO0016829': 78/2787 (2.80%)
Evaluation on propertest data (4746 items):
at_At2g37040 GO0045548 phenylalanine ammonia-lyase activity
at_At3g01270 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At3g06640 - GO0016301 kinase activity
at_At3g09540 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At3g55140 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At4g13210 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At4g13710 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At5g48900 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At1g14420 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At1g67750 GO0030570 pectate lyase activity
Propertest Accuracy: 9/10 (90.00%)
Propertest Frequency class 'GO0016829': 128/4746 (2.70%)
New (unknown) data (2787 items):
------------------
Rule 683
eval(_1,_2,0.0-9.0e-25),classification(_2,porphyridiales) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,atp_binding),desc(_2,factor) = 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),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,streptomyces) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,corynebacterineae) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,mycobacterium) = 0
-> class GO0016829 "lyase activity"
Evaluation on training data (5617 items):
at_At1g15380 GO0004462 lactoylglutathione lyase activity
at_At2g27820 GO0004664 prephenate dehydratase activity
at_At1g08110 GO0004462 lactoylglutathione lyase activity
GO0005516 calmodulin binding
at_At2g28420 GO0004462 lactoylglutathione lyase activity
at_At2g45440 GO0008840 dihydrodipicolinate synthase activity
at_At3g07630 GO0004664 prephenate dehydratase activity
GO0016597 amino acid binding
at_At1g11840 GO0003868 4-hydroxyphenylpyruvate dioxygenase activity
GO0004462 lactoylglutathione lyase activity
at_At5g11950 GO0005554 molecular_function unknown
GO0008923 lysine decarboxylase activity
at_At5g57040 GO0004462 lactoylglutathione lyase activity
at_At5g03270 GO0005554 molecular_function unknown
GO0008923 lysine decarboxylase activity
Training Accuracy: 10/10 (100.00%)
Training Frequency class 'GO0016829': 164/5617 (2.92%)
Evaluation on validation data (2787 items):
at_At3g60880 GO0008840 dihydrodipicolinate synthase activity
at_At1g67280 GO0003868 4-hydroxyphenylpyruvate dioxygenase activity
GO0004462 lactoylglutathione lyase activity
GO0005524 ATP binding
at_At1g80160 GO0004462 lactoylglutathione lyase activity
at_At3g25660 - GO0004040 amidase activity
GO0005524 ATP binding
GO0017068 glutamyl-tRNA(Gln) amidotransferase activity
at_At1g08250 GO0004664 prephenate dehydratase activity
at_At3g44720 GO0004664 prephenate dehydratase activity
at_At5g06300 GO0008923 lysine decarboxylase activity
at_At5g22630 GO0004664 prephenate dehydratase activity
Validation Accuracy: 7/8 (87.50%)
Validation Frequency class 'GO0016829': 78/2787 (2.80%)
Evaluation on propertest data (4746 items):
at_At1g06570 - GO0003868 4-hydroxyphenylpyruvate dioxygenase activity
at_At4g27080 - GO0005489 electron transporter activity
GO0016853 isomerase activity
at_At5g64440 - GO0004040 amidase activity
GO0017068 glutamyl-tRNA(Gln) amidotransferase activity
at_At2g41540 - GO0004367 glycerol-3-phosphate dehydrogenase (NAD+) activity
GO0008324 cation transporter activity
at_At1g11790 GO0004664 prephenate dehydratase activity
GO0016597 amino acid binding
at_At5g28310 - GO0016491 oxidoreductase activity
GO0016616 oxidoreductase activity\, acting on the CH-OH group of donors\, NAD or NADP as acceptor
Propertest Accuracy: 1/6 (16.67%)
Propertest Frequency class 'GO0016829': 128/4746 (2.70%)
New (unknown) data (2787 items):
at_At2g35990 - GO0005554 molecular_function unknown
at_At2g37210 - GO0005554 molecular_function unknown
at_At4g18410 - no entry null
at_At4g35190 - GO0005554 molecular_function unknown
at_At4g03870 - no entry null
at_At3g53450 - GO0005554 molecular_function unknown
at_At5g26140 - GO0005554 molecular_function unknown
------------------
Rule 1301
eval(_1,_2,0.0-9.0e-25),classification(_2,eukaryota),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,streptophyta),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,embryophyta),keyword(_2,transcription_regulation) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
-> class GO0016829 "lyase activity"
Evaluation on training data (5617 items):
at_At1g79460 GO0009899 ent-kaurene synthase activity
at_At2g23230 GO0005554 molecular_function unknown
GO0016829 lyase activity
at_At3g14490 GO0005554 molecular_function unknown
GO0016829 lyase activity
at_At3g29190 GO0005554 molecular_function unknown
GO0016829 lyase activity
at_At4g02780 - GO0009905 ent-copalyl diphosphate synthase activity
at_At4g13280 GO0005554 molecular_function unknown
GO0016829 lyase activity
at_At4g13300 GO0005554 molecular_function unknown
GO0008308 voltage-dependent ion-selective channel activity
GO0016829 lyase activity
at_At4g15870 GO0005554 molecular_function unknown
GO0016829 lyase activity
at_At4g16740 GO0042408 myrcene/(E)-beta-ocimene synthase activity
at_At4g20230 GO0005554 molecular_function unknown
GO0016829 lyase activity
at_At5g44630 GO0005554 molecular_function unknown
GO0016829 lyase activity
Training Accuracy: 10/11 (90.91%)
Training Frequency class 'GO0016829': 164/5617 (2.92%)
Evaluation on validation data (2787 items):
at_At1g33750 GO0005554 molecular_function unknown
GO0016829 lyase activity
at_At1g66020 GO0005554 molecular_function unknown
GO0016829 lyase activity
at_At3g25810 GO0042408 myrcene/(E)-beta-ocimene synthase activity
at_At3g25820 GO0042408 myrcene/(E)-beta-ocimene synthase activity
at_At3g25830 GO0016829 lyase activity
GO0042408 myrcene/(E)-beta-ocimene synthase activity
at_At3g14540 GO0005554 molecular_function unknown
GO0016829 lyase activity
at_At4g20210 GO0004872 receptor activity
GO0005215 transporter activity
GO0005554 molecular_function unknown
GO0016829 lyase activity
at_At5g23960 GO0005554 molecular_function unknown
GO0016829 lyase activity
at_At1g61680 GO0005554 molecular_function unknown
GO0016829 lyase activity
Validation Accuracy: 9/9 (100.00%)
Validation Frequency class 'GO0016829': 78/2787 (2.80%)
Evaluation on propertest data (4746 items):
at_At1g70080 GO0005351 sugar porter activity
GO0005554 molecular_function unknown
GO0016829 lyase activity
at_At3g14520 GO0005554 molecular_function unknown
GO0016829 lyase activity
at_At2g24210 GO0042408 myrcene/(E)-beta-ocimene synthase activity
at_At3g29110 GO0005554 molecular_function unknown
GO0016829 lyase activity
at_At3g29410 GO0005554 molecular_function unknown
GO0016829 lyase activity
at_At4g16730 GO0005198 structural molecule activity
GO0005554 molecular_function unknown
GO0016829 lyase activity
at_At4g20200 GO0005554 molecular_function unknown
GO0016829 lyase activity
at_At5g48110 GO0005554 molecular_function unknown
GO0016829 lyase activity
Propertest Accuracy: 8/8 (100.00%)
Propertest Frequency class 'GO0016829': 128/4746 (2.70%)
New (unknown) data (2787 items):
at_At1g13760 - GO0005554 molecular_function unknown
at_At1g48820 - GO0005554 molecular_function unknown
at_At2g37140 - GO0005554 molecular_function unknown
at_At3g32030 - GO0005554 molecular_function unknown
at_At1g48800 - GO0005554 molecular_function unknown
at_At1g31950 - GO0005554 molecular_function unknown
at_At3g31415 - no entry null
------------------
Rule 1542
eval(_1,_2,2.0e-5-4.0e-3),desc(_2,hypothetical) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,triticeae),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,streptococcaceae),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),desc(_2,kinase) = 0
-> class GO0016829 "lyase activity"
Evaluation on training data (5617 items):
at_At1g23320 GO0004400 histidinol-phosphate transaminase activity
GO0008483 transaminase activity
GO0016846 carbon-sulfur lyase activity
at_At1g34060 GO0004400 histidinol-phosphate transaminase activity
GO0016846 carbon-sulfur lyase activity
at_At1g62960 GO0003824 catalytic activity
GO0004400 histidinol-phosphate transaminase activity
GO0004838 tyrosine transaminase activity
GO0008483 transaminase activity
GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At1g77670 GO0003824 catalytic activity
GO0004400 histidinol-phosphate transaminase activity
GO0004838 tyrosine transaminase activity
GO0008483 transaminase activity
GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
GO0018826 methionine gamma-lyase activity
at_At2g22810 GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At4g08040 GO0003824 catalytic activity
GO0004400 histidinol-phosphate transaminase activity
GO0004838 tyrosine transaminase activity
GO0008483 transaminase activity
GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At4g26200 GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At5g49810 - GO0008276 protein methyltransferase activity
GO0008483 transaminase activity
GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At5g53970 GO0003824 catalytic activity
GO0004400 histidinol-phosphate transaminase activity
GO0004838 tyrosine transaminase activity
GO0008483 transaminase activity
GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At5g65800 GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At1g01480 GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
Training Accuracy: 10/11 (90.91%)
Training Frequency class 'GO0016829': 164/5617 (2.92%)
Evaluation on validation data (2787 items):
at_At4g11280 GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At4g24670 GO0004400 histidinol-phosphate transaminase activity
GO0016846 carbon-sulfur lyase activity
at_At2g24850 GO0003824 catalytic activity
GO0004400 histidinol-phosphate transaminase activity
GO0004838 tyrosine transaminase activity
GO0008483 transaminase activity
GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At4g18240 - GO0016757 transferase activity\, transferring glycosyl groups
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'GO0016829': 78/2787 (2.80%)
Evaluation on propertest data (4746 items):
at_At1g34040 GO0016846 carbon-sulfur lyase activity
at_At1g70560 GO0016846 carbon-sulfur lyase activity
at_At1g71920 GO0003824 catalytic activity
GO0004400 histidinol-phosphate transaminase activity
GO0004838 tyrosine transaminase activity
GO0008483 transaminase activity
GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At3g61510 GO0008483 transaminase activity
GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At4g23590 GO0004400 histidinol-phosphate transaminase activity
GO0004838 tyrosine transaminase activity
GO0008483 transaminase activity
GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At4g28420 GO0003824 catalytic activity
GO0004400 histidinol-phosphate transaminase activity
GO0004838 tyrosine transaminase activity
GO0008483 transaminase activity
GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At4g37770 GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At5g10330 GO0004400 histidinol-phosphate transaminase activity
GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At5g51690 GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At3g49700 GO0008483 transaminase activity
GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
Propertest Accuracy: 10/10 (100.00%)
Propertest Frequency class 'GO0016829': 128/4746 (2.70%)
New (unknown) data (2787 items):
------------------
Rule 1525
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,heme) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 1
-> class GO0016829 "lyase activity"
Evaluation on training data (5617 items):
at_At1g48420 GO0008660 1-aminocyclopropane-1-carboxylate deaminase activity
GO0016829 lyase activity
at_At1g72810 GO0004795 threonine synthase activity
at_At3g10050 GO0003700 transcription factor activity
GO0004122 cystathionine beta-synthase activity
GO0004124 cysteine synthase activity
GO0004794 threonine ammonia-lyase activity
GO0004795 threonine synthase activity
GO0004834 tryptophan synthase activity
GO0008660 1-aminocyclopropane-1-carboxylate deaminase activity
GO0016829 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 GO0004122 cystathionine beta-synthase activity
GO0004124 cysteine synthase activity
GO0004794 threonine ammonia-lyase activity
GO0004795 threonine synthase activity
GO0005524 ATP binding
GO0016829 lyase activity
at_At5g54810 GO0004834 tryptophan synthase activity
Training Accuracy: 8/9 (88.89%)
Training Frequency class 'GO0016829': 164/5617 (2.92%)
Evaluation on validation data (2787 items):
at_At1g55880 GO0004122 cystathionine beta-synthase activity
GO0004124 cysteine synthase activity
GO0004185 serine carboxypeptidase activity
GO0004794 threonine ammonia-lyase activity
GO0004795 threonine synthase activity
GO0016829 lyase activity
at_At2g43750 GO0004124 cysteine synthase activity
at_At3g14070 - GO0015491 cation\:cation antiporter activity
at_At5g28020 GO0004122 cystathionine beta-synthase activity
GO0004124 cysteine synthase activity
GO0004794 threonine ammonia-lyase activity
GO0005524 ATP binding
GO0016829 lyase activity
at_At5g38530 GO0004124 cysteine synthase activity
GO0004834 tryptophan synthase activity
GO0008660 1-aminocyclopropane-1-carboxylate deaminase activity
GO0016829 lyase activity
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'GO0016829': 78/2787 (2.80%)
Evaluation on propertest data (4746 items):
at_At4g27070 GO0004834 tryptophan synthase activity
at_At3g03630 GO0004124 cysteine synthase activity
at_At3g04940 GO0004124 cysteine synthase activity
at_At3g22460 GO0004122 cystathionine beta-synthase activity
GO0004124 cysteine synthase activity
GO0016829 lyase activity
at_At4g29840 GO0004795 threonine synthase activity
Propertest Accuracy: 5/5 (100.00%)
Propertest Frequency class 'GO0016829': 128/4746 (2.70%)
New (unknown) data (2787 items):
------------------
Rule 1928
eval(_1,_2,0.0-9.0e-25),desc(_2,homolog) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transmembrane) = 0
-> class GO0019825 "oxygen binding"
Evaluation on training data (5617 items):
at_At1g13070 - GO0015034 cytochrome P450 activity
at_At1g13100 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g13140 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g13150 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g13710 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g19630 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g33720 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g33730 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g34540 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g47620 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g55940 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g57750 GO0004497 monooxygenase activity
GO0019825 oxygen binding
at_At1g58260 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g64930 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g66540 GO0004497 monooxygenase activity
GO0019825 oxygen binding
at_At1g67110 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g69500 GO0004497 monooxygenase activity
GO0019825 oxygen binding
at_At1g74110 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g74540 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g74550 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g75130 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g78490 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g01600 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g61040 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g12310 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g12320 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g02580 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g05180 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g12190 GO0019825 oxygen binding
at_At2g23190 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g25160 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g26170 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g27000 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g27010 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g27690 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g28860 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g30750 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g30770 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g34490 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g42250 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g45550 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g45560 - GO0015034 cytochrome P450 activity
at_At2g45580 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g46660 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g13730 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g14620 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g14640 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g14680 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g19270 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20080 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20090 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20950 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26150 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26160 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26170 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26180 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26200 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26210 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26300 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26330 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26830 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g28740 GO0019825 oxygen binding
at_At1g11600 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g11680 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g44250 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g52970 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g53280 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g56630 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g13290 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g15300 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g15440 - GO0015034 cytochrome P450 activity
at_At4g19230 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g20240 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g22710 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g31500 GO0015034 cytochrome P450 activity
GO0016709 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, NAD or NADH as one donor\, and incorporation of one atom of oxygen
GO0019825 oxygen binding
at_At4g37310 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g37330 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g37340 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g37370 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g37410 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g37430 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g39500 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g39510 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g09970 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g10610 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g14400 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g24910 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g25120 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g25180 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g36220 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g38450 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g44620 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g45340 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g47990 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g52400 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g05260 GO0015034 cytochrome P450 activity
GO0016709 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, NAD or NADH as one donor\, and incorporation of one atom of oxygen
GO0019825 oxygen binding
at_At5g05690 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g06900 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g02900 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
Training Accuracy: 96/99 (96.97%)
Training Frequency class 'GO0019825': 96/5617 (1.71%)
Evaluation on validation data (2787 items):
at_At4g39480 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g39490 - GO0015034 cytochrome P450 activity
at_At1g31800 GO0004497 monooxygenase activity
GO0019825 oxygen binding
at_At1g50560 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g64940 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g64950 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g65340 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26270 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g14100 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g23220 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g24180 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g32440 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g44890 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g53290 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g16400 GO0015034 cytochrome P450 activity
GO0016709 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, NAD or NADH as one donor\, and incorporation of one atom of oxygen
GO0019825 oxygen binding
at_At1g16410 - GO0015034 cytochrome P450 activity
GO0016709 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, NAD or NADH as one donor\, and incorporation of one atom of oxygen
at_At3g61880 - GO0015034 cytochrome P450 activity
at_At4g00360 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g14630 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20100 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20120 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20940 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20960 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g13080 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g44970 GO0004497 monooxygenase activity
GO0019825 oxygen binding
at_At3g48270 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g13310 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g15380 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g22690 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g31950 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g37320 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g37400 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g10600 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g24900 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g24950 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g25900 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g57220 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g28430 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g01280 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g48300 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g48320 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g48520 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g30180 GO0004497 monooxygenase activity
GO0019825 oxygen binding
Validation Accuracy: 40/43 (93.02%)
Validation Frequency class 'GO0019825': 41/2787 (1.47%)
Evaluation on propertest data (4746 items):
at_At1g24540 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g01190 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g53270 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g05160 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g63710 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g64900 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g65670 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g73340 GO0004497 monooxygenase activity
GO0019825 oxygen binding
at_At1g79370 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g29090 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g14610 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g14650 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g14660 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g14690 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g36220 - GO0004497 monooxygenase activity
GO0015034 cytochrome P450 activity
GO0046424 ferulate 5-hydroxylase activity
at_At5g04630 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g04660 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g24960 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g25130 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g25140 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g17060 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g17330 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g21910 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g23180 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g26710 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g34500 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g40890 - GO0004497 monooxygenase activity
GO0015034 cytochrome P450 activity
GO0046409 p-coumarate 3-hydroxylase activity
at_At2g42850 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g45510 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g45570 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g45970 GO0008393 fatty acid (omega-1)-hydroxylase activity
GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g46950 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g46960 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g01900 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g11610 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g03470 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20110 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20130 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20140 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26190 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26220 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26230 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26280 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26290 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26310 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26320 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g30290 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g48280 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g48290 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g48310 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g50660 - GO0010012 steroid 22-alpha hydroxylase activity
GO0015034 cytochrome P450 activity
at_At3g53130 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g53300 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g12740 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g12300 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g12330 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g13770 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g15110 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g15310 - GO0015034 cytochrome P450 activity
at_At4g15330 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g15350 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g15360 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g13090 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g27710 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g31940 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g31970 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g32170 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g13110 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g36380 GO0008395 steroid hydroxylase activity
GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g37360 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g39950 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g04330 GO0004497 monooxygenase activity
GO0019825 oxygen binding
at_At5g06905 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g23190 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g36110 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g42580 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g42590 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g48000 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g52320 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g58860 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g61320 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g67310 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g50520 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g28850 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g30490 - GO0015034 cytochrome P450 activity
GO0016710 trans-cinnamate 4-monooxygenase activity
at_At3g10560 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g10570 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g25180 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g07990 GO0015034 cytochrome P450 activity
GO0016711 flavonoid 3'-monooxygenase activity
GO0019825 oxygen binding
at_At5g08250 GO0019825 oxygen binding
at_At5g38970 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g42650 GO0009978 allene oxide synthase activity
GO0015034 cytochrome P450 activity
GO0016836 hydro-lyase activity
GO0019825 oxygen binding
at_At5g57260 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g63450 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
Propertest Accuracy: 88/94 (93.62%)
Propertest Frequency class 'GO0019825': 89/4746 (1.88%)
New (unknown) data (2787 items):
at_At5g33441 - no entry null
------------------
Rule 1923
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transmembrane) = 0
-> class GO0015034 "cytochrome P450 activity"
Evaluation on training data (5617 items):
at_At1g13070 GO0015034 cytochrome P450 activity
at_At1g13100 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g13140 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g13150 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g13710 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g19630 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g33720 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g33730 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g34540 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g47620 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g47630 GO0015034 cytochrome P450 activity
at_At1g50550 GO0015034 cytochrome P450 activity
at_At1g55940 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g57750 - GO0004497 monooxygenase activity
GO0019825 oxygen binding
at_At1g58260 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g64930 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g66540 - GO0004497 monooxygenase activity
GO0019825 oxygen binding
at_At1g67110 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g69500 - GO0004497 monooxygenase activity
GO0019825 oxygen binding
at_At1g74110 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g74540 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g74550 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g75130 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g78490 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g01600 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g61040 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g12310 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g12320 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g02580 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g05180 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g12190 - GO0019825 oxygen binding
at_At2g23190 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g25160 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g26170 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g27000 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g27010 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g27690 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g28860 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g30750 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g30770 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g34490 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g42250 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g45550 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g45560 GO0015034 cytochrome P450 activity
at_At2g45580 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g46660 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g13730 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g14620 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g14640 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g14680 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g19270 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20080 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20090 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20950 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26150 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26160 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26170 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26180 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26200 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26210 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26300 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26330 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26830 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g28740 - GO0019825 oxygen binding
at_At1g11600 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g11680 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g44250 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g52970 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g53280 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g56630 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g13290 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g15300 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g15440 GO0015034 cytochrome P450 activity
at_At4g19230 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g20240 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g22710 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g31500 GO0015034 cytochrome P450 activity
GO0016709 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, NAD or NADH as one donor\, and incorporation of one atom of oxygen
GO0019825 oxygen binding
at_At4g37310 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g37330 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g37340 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g37370 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g37410 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g37430 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g39500 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g39510 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g09970 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g10610 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g14400 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g24910 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g25120 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g25180 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g36220 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g38450 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g44620 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g45340 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g47990 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g52400 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g05260 GO0015034 cytochrome P450 activity
GO0016709 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, NAD or NADH as one donor\, and incorporation of one atom of oxygen
GO0019825 oxygen binding
at_At5g05690 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g06900 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g02900 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
Training Accuracy: 96/101 (95.05%)
Training Frequency class 'GO0015034': 98/5617 (1.74%)
Evaluation on validation data (2787 items):
at_At4g39480 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g39490 GO0015034 cytochrome P450 activity
at_At1g31800 - GO0004497 monooxygenase activity
GO0019825 oxygen binding
at_At1g50560 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g64940 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g64950 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g65340 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26270 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g14100 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g23220 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g24180 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g32440 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g44890 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g53290 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g16400 GO0015034 cytochrome P450 activity
GO0016709 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, NAD or NADH as one donor\, and incorporation of one atom of oxygen
GO0019825 oxygen binding
at_At1g16410 GO0015034 cytochrome P450 activity
GO0016709 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, NAD or NADH as one donor\, and incorporation of one atom of oxygen
at_At3g61880 GO0015034 cytochrome P450 activity
at_At4g00360 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g14630 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20100 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20120 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20940 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20960 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g13080 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g44970 - GO0004497 monooxygenase activity
GO0019825 oxygen binding
at_At3g48270 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g13310 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g15380 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g22690 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g31950 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g37320 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g37400 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g10600 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g24900 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g24950 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g25900 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g36130 - GO0004497 monooxygenase activity
at_At5g51900 - GO0004497 monooxygenase activity
at_At5g57220 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g28430 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g01280 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g48300 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g48320 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g48520 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g30180 - GO0004497 monooxygenase activity
GO0019825 oxygen binding
Validation Accuracy: 40/45 (88.89%)
Validation Frequency class 'GO0015034': 41/2787 (1.47%)
Evaluation on propertest data (4746 items):
at_At1g24540 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g01190 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g53270 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g05160 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g63710 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g64900 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g65670 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g66030 GO0015034 cytochrome P450 activity
at_At1g73340 - GO0004497 monooxygenase activity
GO0019825 oxygen binding
at_At1g79370 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g29090 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g14610 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g14650 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g14660 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g14690 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g36220 GO0004497 monooxygenase activity
GO0015034 cytochrome P450 activity
GO0046424 ferulate 5-hydroxylase activity
at_At5g04630 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g04660 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g24960 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g25130 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g25140 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g17060 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g17330 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g21910 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g23180 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g26710 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g34500 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g40890 GO0004497 monooxygenase activity
GO0015034 cytochrome P450 activity
GO0046409 p-coumarate 3-hydroxylase activity
at_At2g42850 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g45510 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g45570 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g45970 GO0008393 fatty acid (omega-1)-hydroxylase activity
GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g46950 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g46960 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g01900 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g11610 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g03470 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20110 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20130 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g20140 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26125 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26190 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26220 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26230 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26280 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26290 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26310 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g26320 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g30290 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g48280 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g48290 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g48310 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g50660 GO0010012 steroid 22-alpha hydroxylase activity
GO0015034 cytochrome P450 activity
at_At3g53130 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g53300 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g12740 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g12300 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g12330 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g13770 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g15110 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g15310 GO0015034 cytochrome P450 activity
at_At4g15330 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g15350 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g15360 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g13090 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g27710 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g31940 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g31970 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g32170 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g13110 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g36380 GO0008395 steroid hydroxylase activity
GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g37360 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g39950 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g04330 - GO0004497 monooxygenase activity
GO0019825 oxygen binding
at_At5g06905 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g23190 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g35920 GO0015034 cytochrome P450 activity
at_At5g36110 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g36140 GO0015034 cytochrome P450 activity
at_At5g42580 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g42590 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g48000 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g52320 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g58860 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g61320 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g67310 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g50520 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g28850 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g30490 GO0015034 cytochrome P450 activity
GO0016710 trans-cinnamate 4-monooxygenase activity
at_At3g10560 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g10570 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At3g25180 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g07990 GO0015034 cytochrome P450 activity
GO0016711 flavonoid 3'-monooxygenase activity
GO0019825 oxygen binding
at_At5g08250 - GO0019825 oxygen binding
at_At5g38970 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g42650 GO0009978 allene oxide synthase activity
GO0015034 cytochrome P450 activity
GO0016836 hydro-lyase activity
GO0019825 oxygen binding
at_At5g57260 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At5g63450 GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
Propertest Accuracy: 94/98 (95.92%)
Propertest Frequency class 'GO0015034': 94/4746 (1.98%)
New (unknown) data (2787 items):
at_At5g33441 - no entry null
------------------
Rule 931
eval(_1,_2,0.0-9.0e-25),db_ref(_2,tigr) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,multigene_family) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,mycobacterium) = 1
-> class GO0004803 "transposase activity"
Evaluation on training data (5617 items):
at_At1g34620 GO0003676 nucleic acid binding
GO0004803 transposase activity
at_At1g34700 GO0004803 transposase activity
at_At1g44840 GO0004803 transposase activity
at_At1g06740 GO0003676 nucleic acid binding
GO0004803 transposase activity
at_At3g47280 GO0004803 transposase activity
at_At2g06450 GO0003676 nucleic acid binding
GO0004803 transposase activity
at_At2g12860 - GO0003676 nucleic acid binding
GO0003723 RNA binding
GO0003964 RNA-directed DNA polymerase activity
GO0004523 ribonuclease H activity
at_At2g30640 GO0004803 transposase activity
at_At2g32250 - GO0005554 molecular_function unknown
GO0016329 apoptosis regulator activity
at_At3g06940 - GO0003676 nucleic acid binding
GO0005179 hormone activity
at_At3g32060 GO0004803 transposase activity
at_At3g43050 GO0004803 transposase activity
GO0005179 hormone activity
at_At3g47310 GO0004803 transposase activity
at_At4g08680 GO0003676 nucleic acid binding
GO0004803 transposase activity
GO0004952 dopamine receptor activity
at_At4g09380 GO0004803 transposase activity
at_At5g27190 GO0004803 transposase activity
at_At5g34860 - GO0003677 DNA binding
GO0005554 molecular_function unknown
at_At2g29230 GO0003676 nucleic acid binding
GO0004803 transposase activity
GO0005524 ATP binding
Training Accuracy: 14/18 (77.78%)
Training Frequency class 'GO0004803': 30/5617 (0.53%)
Evaluation on validation data (2787 items):
at_At1g32820 GO0004803 transposase activity
at_At1g33460 GO0004803 transposase activity
at_At1g35060 GO0004803 transposase activity
at_At1g43930 GO0003677 DNA binding
GO0004803 transposase activity
at_At2g04950 GO0003676 nucleic acid binding
GO0004803 transposase activity
at_At2g12160 - GO0003677 DNA binding
at_At1g21040 GO0004803 transposase activity
GO0005524 ATP binding
at_At5g34890 - GO0003676 nucleic acid binding
Validation Accuracy: 6/8 (75.00%)
Validation Frequency class 'GO0004803': 14/2787 (0.50%)
Evaluation on propertest data (4746 items):
at_At1g35760 GO0004803 transposase activity
at_At1g52520 - GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At1g64260 - GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At1g76320 - GO0003677 DNA binding
GO0005554 molecular_function unknown
at_At2g06870 GO0004803 transposase activity
at_At2g07500 GO0004803 transposase activity
at_At2g14030 - GO0005524 ATP binding
at_At2g14790 GO0003676 nucleic acid binding
GO0004803 transposase activity
at_At2g15210 GO0003676 nucleic acid binding
GO0004803 transposase activity
at_At2g23500 GO0004803 transposase activity
at_At3g22170 - GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g03980 GO0003676 nucleic acid binding
GO0004803 transposase activity
at_At4g28970 GO0004803 transposase activity
at_At2g05490 GO0003676 nucleic acid binding
GO0004803 transposase activity
GO0005215 transporter activity
at_At2g07250 GO0004803 transposase activity
Propertest Accuracy: 10/15 (66.67%)
Propertest Frequency class 'GO0004803': 26/4746 (0.55%)
New (unknown) data (2787 items):
at_At1g64250 - no entry null
at_At1g80010 - GO0005554 molecular_function unknown
at_At2g15160 - no entry null
at_At5g28530 - GO0005554 molecular_function unknown
at_At1g64270 - no entry null
at_At1g49920 - GO0005554 molecular_function unknown
at_At3g06250 - GO0005554 molecular_function unknown
at_At2g06130 - no entry null
at_At2g14570 - GO0005554 molecular_function unknown
at_At2g27110 - GO0005554 molecular_function unknown
at_At4g19990 - GO0005554 molecular_function unknown
at_At4g38170 - GO0005554 molecular_function unknown
at_At4g38180 - GO0005554 molecular_function unknown
at_At1g10240 - GO0005554 molecular_function unknown
at_At4g08720 - no entry null
------------------
Rule 1967
eval(_1,_2,4.0e-3-0.1),sq_len(_2,667.0-1005.0),classification(_2,fungi) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,asteridae),desc(_2,precursor) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,cavia),db_ref(_2,prosite) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,trypanosomatidae),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,receptor),db_ref(_2,mgd) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,repeat),desc(_2,probable) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,canis),keyword(_2,signal) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,sordariomycetes),keyword(_2,transferase) = 0
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,proteobacteria),keyword(_2,hypothetical_protein) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,streptococcus),db_ref(_2,prints) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),desc(_2,in) = 0
-> class GO0015075 "ion transporter activity"
Evaluation on training data (5617 items):
at_At1g15960 GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At1g22150 GO0015116 sulfate transporter activity
at_At1g23090 GO0015116 sulfate transporter activity
at_At1g47240 GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At1g54370 GO0005328 neurotransmitter\:sodium symporter activity
GO0015299 solute\:hydrogen antiporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At1g06970 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g79400 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g79610 GO0005216 ion channel activity
GO0005328 neurotransmitter\:sodium symporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At1g80300 - GO0005471 ATP\:ADP 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_At1g08150 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_At2g30070 GO0015079 potassium ion transporter activity
at_At2g31910 GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At2g47160 GO0015106 bicarbonate transporter activity
GO0015380 anion exchanger activity
at_At3g12520 GO0015116 sulfate transporter activity
at_At3g19490 GO0015385 sodium\:hydrogen antiporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At3g25410 GO0005215 transporter activity
GO0008508 bile acid\:sodium symporter 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_At3g60070 GO0005215 transporter activity
GO0005554 molecular_function unknown
GO0015103 inorganic anion transporter activity
at_At3g62270 GO0015380 anion exchanger activity
at_At4g00370 GO0008514 organic anion transporter activity
at_At4g02700 GO0015116 sulfate transporter activity
at_At4g23700 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At4g32510 GO0015380 anion exchanger activity
at_At5g20380 GO0005215 transporter activity
GO0005554 molecular_function unknown
GO0015114 phosphate transporter 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_At5g49960 GO0005554 molecular_function unknown
GO0008324 cation transporter activity
at_At5g55470 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At5g67330 GO0005384 manganese ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At1g01790 GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
Training Accuracy: 35/36 (97.22%)
Training Frequency class 'GO0015075': 142/5617 (2.53%)
Evaluation on validation data (2787 items):
at_At1g77990 GO0015116 sulfate transporter activity
at_At1g80310 GO0015116 sulfate transporter activity
at_At1g80830 GO0005384 manganese ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At2g05760 - GO0015646 permease activity
at_At1g09930 - GO0015198 oligopeptide transporter activity
at_At2g28170 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At3g55030 - GO0003882 CDP-diacylglycerol-serine O-phosphatidyltransferase activity
GO0004435 phosphoinositide phospholipase C activity
GO0008444 CDP-diacylglycerol-glycerol-3-phosphate 3-phosphatidyltransferase activity
GO0017169 CDP-alcohol phosphatidyltransferase activity
at_At4g00630 GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At3g15990 GO0015116 sulfate transporter activity
at_At4g05110 - GO0005337 nucleoside 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_At5g02940 - GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At5g25430 GO0015380 anion exchanger activity
at_At5g50520 GO0004129 cytochrome-c oxidase activity
GO0005554 molecular_function unknown
GO0015103 inorganic anion transporter activity
at_At1g61740 - GO0003793 defense/immunity protein activity
GO0005554 molecular_function unknown
GO0008565 protein transporter activity
at_At2g19600 GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At2g30240 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
Validation Accuracy: 12/19 (63.16%)
Validation Frequency class 'GO0015075': 62/2787 (2.22%)
Evaluation on propertest data (4746 items):
at_At1g49810 GO0015385 sodium\:hydrogen antiporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At1g60600 - GO0004659 prenyltransferase activity
GO0016740 transferase activity
at_At1g64170 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g68170 - GO0005554 molecular_function unknown
GO0008565 protein transporter activity
at_At1g74810 GO0015380 anion exchanger activity
at_At1g78620 - GO0004605 phosphatidate cytidylyltransferase activity
GO0005554 molecular_function unknown
at_At3g06370 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At5g47560 GO0005215 transporter activity
GO0015105 arsenite transporter activity
GO0015556 C4-dicarboxylate transporter activity
GO0017153 sodium\:dicarboxylate symporter activity
at_At1g15500 - GO0005471 ATP\:ADP antiporter activity
at_At1g16380 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At2g04620 GO0008324 cation transporter activity
GO0015562 efflux permease 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_At2g34190 - GO0015646 permease activity
at_At2g38290 GO0008519 ammonium transporter activity
GO0015398 high affinity ammonium transporter activity
at_At2g45150 - GO0004605 phosphatidate cytidylyltransferase activity
at_At3g02050 GO0015079 potassium ion transporter activity
at_At3g17630 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At3g27020 - GO0015198 oligopeptide transporter 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_At4g05140 - GO0005337 nucleoside transporter activity
at_At4g12030 GO0005215 transporter activity
GO0008508 bile acid\:sodium symporter activity
at_At4g13420 GO0015079 potassium ion transporter activity
at_At4g22840 GO0005215 transporter activity
GO0008508 bile acid\:sodium symporter activity
at_At4g35080 GO0015099 nickel ion transporter activity
at_At5g01690 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g05310 - GO0005311 sodium\:dicarboxylate/tricarboxylate symporter activity
GO0005471 ATP\:ADP antiporter activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At5g10180 GO0015116 sulfate transporter activity
at_At5g13550 GO0015116 sulfate transporter activity
at_At5g27150 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At5g50630 GO0004129 cytochrome-c oxidase activity
GO0005554 molecular_function unknown
GO0015103 inorganic anion transporter 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
at_At1g78000 GO0015116 sulfate transporter activity
at_At4g08620 GO0015116 sulfate transporter activity
at_At1g15460 GO0015380 anion exchanger activity
Propertest Accuracy: 30/41 (73.17%)
Propertest Frequency class 'GO0015075': 110/4746 (2.32%)
New (unknown) data (2787 items):
at_At1g49370 - no entry null
at_At1g69870 - GO0005215 transporter activity
at_At1g70260 - GO0005554 molecular_function unknown
at_At1g75500 - GO0005554 molecular_function unknown
at_At3g09470 - GO0005554 molecular_function unknown
at_At3g51900 - no entry null
at_At1g11960 - GO0005554 molecular_function unknown
at_At4g22850 - GO0005554 molecular_function unknown
at_At4g34950 - GO0005554 molecular_function unknown
at_At5g03280 - GO0005215 transporter activity
at_At1g43650 - GO0005554 molecular_function unknown
at_At3g57170 - no entry null
at_At3g28060 - GO0005554 molecular_function unknown
at_At1g22850 - GO0005554 molecular_function unknown
at_At1g61670 - GO0005554 molecular_function unknown
at_At4g17790 - GO0005554 molecular_function unknown
at_At5g47470 - GO0005554 molecular_function unknown
at_At4g27970 - GO0005215 transporter activity
at_At4g32670 - GO0005554 molecular_function unknown
------------------
Rule 1999
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,muscomorpha),db_ref(_2,pfam) = 1
eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,349.0-485.0),classification(_2,cercopithecinae) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,euglenozoa),db_ref(_2,prodom) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,349.0-485.0),desc(_2,chromosome) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,mitochondrion) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 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),sq_len(_2,349.0-485.0),desc(_2,in) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,synechocystis) = 1
-> class GO0015075 "ion transporter activity"
Evaluation on training data (5617 items):
at_At1g20860 GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At1g30560 GO0004347 glucose-6-phosphate isomerase activity
GO0005215 transporter activity
GO0015075 ion transporter activity
GO0015103 inorganic anion transporter activity
GO0015114 phosphate transporter activity
at_At1g61800 GO0015152 glucose-6-phosphate transporter activity
GO0015297 antiporter activity
at_At2g22730 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0015075 ion transporter activity
GO0015103 inorganic anion transporter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
GO0015520 tetracycline\:hydrogen antiporter activity
at_At2g38060 GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At3g47420 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0015075 ion transporter activity
GO0015103 inorganic anion transporter activity
at_At3g49310 GO0005215 transporter activity
GO0005403 hydrogen\:sugar symporter-transporter activity
GO0005554 molecular_function unknown
at_At4g11810 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0005554 molecular_function unknown
GO0015103 inorganic anion transporter activity
at_At4g22990 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0005554 molecular_function unknown
GO0015103 inorganic anion transporter activity
GO0015144 carbohydrate transporter activity
GO0015355 monocarboxylate porter activity
at_At4g25220 GO0004347 glucose-6-phosphate isomerase activity
GO0005215 transporter activity
GO0015103 inorganic anion transporter activity
GO0015114 phosphate transporter activity
at_At5g13750 GO0005215 transporter activity
GO0005554 molecular_function unknown
GO0015075 ion transporter activity
GO0015103 inorganic anion transporter activity
GO0015520 tetracycline\:hydrogen antiporter activity
at_At5g43350 GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At5g64500 GO0005215 transporter activity
GO0005554 molecular_function unknown
GO0015075 ion transporter activity
GO0015103 inorganic anion transporter activity
at_At1g12940 GO0015112 nitrate transporter activity
at_At5g04160 GO0008514 organic anion transporter activity
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'GO0015075': 142/5617 (2.53%)
Evaluation on validation data (2787 items):
at_At1g53660 GO0008514 organic anion transporter activity
at_At1g76430 GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At2g25520 GO0008514 organic anion transporter activity
at_At1g08890 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g32830 GO0005315 inorganic phosphate transporter activity
GO0015114 phosphate transporter activity
at_At2g38940 GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At3g17430 GO0008514 organic anion transporter activity
at_At3g45060 GO0015112 nitrate transporter activity
at_At4g36790 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0015103 inorganic anion transporter activity
GO0015114 phosphate transporter 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
Validation Accuracy: 10/12 (83.33%)
Validation Frequency class 'GO0015075': 62/2787 (2.22%)
Evaluation on propertest data (4746 items):
at_At1g28230 - GO0005345 purine transporter activity
GO0015211 purine nucleoside transporter activity
at_At1g77610 GO0008514 organic anion transporter activity
at_At5g14570 GO0015112 nitrate transporter activity
at_At2g16970 - GO0008493 tetracycline transporter activity
at_At2g16980 - GO0008493 tetracycline transporter activity
at_At2g18590 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0015103 inorganic anion transporter activity
GO0015144 carbohydrate transporter activity
GO0015520 tetracycline\:hydrogen antiporter activity
at_At2g24220 - GO0005345 purine transporter activity
at_At1g11260 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g05960 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g21900 - GO0003677 DNA binding
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At4g27720 GO0005215 transporter activity
GO0005403 hydrogen\:sugar symporter-transporter activity
GO0005554 molecular_function unknown
at_At4g32390 GO0008514 organic anion transporter activity
at_At5g10190 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g11230 GO0008514 organic anion transporter activity
at_At5g13740 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0015075 ion transporter activity
GO0015103 inorganic anion transporter activity
GO0015144 carbohydrate transporter activity
GO0015520 tetracycline\:hydrogen antiporter activity
at_At5g26340 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g44370 GO0005351 sugar porter activity
GO0008514 organic anion transporter 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_At1g08920 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g03090 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g05400 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
Propertest Accuracy: 10/23 (43.48%)
Propertest Frequency class 'GO0015075': 110/4746 (2.32%)
New (unknown) data (2787 items):
at_At1g18000 - GO0005215 transporter activity
GO0005554 molecular_function unknown
at_At1g72120 - GO0005215 transporter activity
at_At1g09380 - GO0005554 molecular_function unknown
at_At1g11450 - GO0005554 molecular_function unknown
at_At3g25290 - GO0005554 molecular_function unknown
at_At4g28040 - GO0005554 molecular_function unknown
at_At4g32140 - GO0005554 molecular_function unknown
at_At5g13670 - GO0005554 molecular_function unknown
at_At5g54860 - GO0005215 transporter activity
at_At5g64700 - GO0005554 molecular_function unknown
at_At1g76340 - GO0005554 molecular_function unknown
at_At2g40900 - GO0005554 molecular_function unknown
at_At1g18010 - GO0005554 molecular_function unknown
at_At1g11460 - GO0005554 molecular_function unknown
at_At3g45710 - GO0005215 transporter activity
at_At3g47960 - GO0005215 transporter activity
at_At1g21070 - GO0005215 transporter activity
GO0005554 molecular_function unknown
at_At1g01070 - GO0005554 molecular_function unknown
at_At1g32450 - GO0005215 transporter activity
at_At1g63010 - GO0005215 transporter activity
GO0005554 molecular_function unknown
at_At1g72130 - GO0005215 transporter activity
at_At3g45690 - GO0005215 transporter activity
at_At4g01430 - GO0005554 molecular_function unknown
at_At4g08290 - GO0005554 molecular_function unknown
at_At5g12130 - GO0005554 molecular_function unknown
at_At3g02690 - GO0005554 molecular_function unknown
------------------
Rule 1396
eval(_1,_2,4.0e-3-0.1),classification(_2,cercopithecidae) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,crenarchaeota) = 0
eval(_1,_2,2.0e-5-4.0e-3),db_ref(_2,tigrfams) = 1
eval(_1,_2,4.0e-3-0.1),keyword(_2,zinc_finger),desc(_2,homolog) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,drosophila),keyword(_2,membrane) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,plasmodium),keyword(_2,nuclear_protein) = 0
eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,349.0-485.0),db_ref(_2,smart) = 1
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,repeat),desc(_2,in) = 1
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,triticum),db_ref(_2,prosite) = 0
eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,485.0-667.0),classification(_2,bacillus) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 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,bacteria),keyword(_2,hypothetical_protein) = 0
-> class GO0005489 "electron transporter activity"
Evaluation on training data (5617 items):
at_At1g31920 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At1g04840 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At1g59720 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At1g71420 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At1g74630 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g46790 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g61170 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At2g01510 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At2g02980 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At1g08070 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At2g22070 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At2g25580 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At2g27610 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At1g09410 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At2g29760 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At2g41080 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g08820 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At1g11290 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g12770 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g14330 GO0004185 serine carboxypeptidase activity
GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g47530 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g49170 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g57430 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g62890 GO0005489 electron transporter activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At4g13650 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At4g14050 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At4g14820 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At4g14850 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At4g15720 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At4g21070 GO0003684 damaged DNA binding
GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At4g33170 GO0003824 catalytic activity
GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At4g35130 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At5g14350 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g39680 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At5g48910 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
GO0008430 selenium binding
at_At5g65570 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At5g66520 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
GO0008430 selenium binding
at_At5g03800 GO0003824 catalytic activity
GO0005489 electron transporter activity
at_At1g19720 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At5g15340 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At5g16860 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
Training Accuracy: 41/41 (100.00%)
Training Frequency class 'GO0005489': 166/5617 (2.96%)
Evaluation on validation data (2787 items):
at_At1g31840 - GO0005554 molecular_function unknown
GO0016491 oxidoreductase activity
at_At1g68930 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At1g76280 - GO0005554 molecular_function unknown
GO0016855 racemase and epimerase activity\, acting on amino acids and derivatives
at_At2g33760 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g49710 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g62470 - GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At3g62540 - GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At3g23330 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g29290 - GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At5g06540 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
GO0008430 selenium binding
at_At5g46460 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
Validation Accuracy: 6/11 (54.55%)
Validation Frequency class 'GO0005489': 80/2787 (2.87%)
Evaluation on propertest data (4746 items):
at_At1g25360 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At1g56690 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g24000 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At5g55840 - GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At1g15510 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At1g16480 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At2g27800 - GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At2g32630 - GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At3g11460 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g13770 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g56550 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At4g30700 GO0005179 hormone activity
GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At4g37380 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At5g13230 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At5g19020 - GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At5g50390 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
GO0008430 selenium binding
at_At1g20230 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At4g02750 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At4g18750 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
Propertest Accuracy: 15/19 (78.95%)
Propertest Frequency class 'GO0005489': 140/4746 (2.95%)
New (unknown) data (2787 items):
at_At1g18900 - GO0005554 molecular_function unknown
at_At1g22820 - no entry null
at_At1g22960 - GO0005554 molecular_function unknown
at_At1g28690 - GO0005554 molecular_function unknown
at_At1g29710 - GO0005554 molecular_function unknown
at_At1g52620 - GO0005554 molecular_function unknown
at_At1g62260 - GO0005554 molecular_function unknown
at_At1g62590 - GO0005554 molecular_function unknown
at_At1g63150 - GO0005554 molecular_function unknown
at_At1g71060 - GO0005554 molecular_function unknown
at_At1g79080 - GO0005554 molecular_function unknown
at_At3g16610 - GO0005554 molecular_function unknown
at_At3g46610 - GO0005554 molecular_function unknown
at_At4g26680 - GO0005554 molecular_function unknown
at_At2g01740 - GO0005554 molecular_function unknown
at_At2g13600 - GO0005554 molecular_function unknown
at_At1g08610 - GO0005554 molecular_function unknown
at_At2g21090 - GO0005554 molecular_function unknown
at_At2g30780 - GO0005554 molecular_function unknown
at_At2g34370 - GO0005554 molecular_function unknown
at_At2g48000 - GO0005554 molecular_function unknown
at_At3g17370 - GO0005554 molecular_function unknown
at_At3g26540 - GO0005554 molecular_function unknown
at_At3g28640 - GO0005554 molecular_function unknown
at_At3g49240 - GO0005554 molecular_function unknown
at_At1g11900 - GO0005554 molecular_function unknown
at_At3g59040 - GO0005554 molecular_function unknown
at_At4g01030 - GO0005554 molecular_function unknown
at_At1g12300 - GO0005554 molecular_function unknown
at_At4g16840 - GO0005554 molecular_function unknown
at_At4g18520 - GO0005554 molecular_function unknown
at_At1g12620 - GO0005554 molecular_function unknown
at_At4g38010 - GO0005554 molecular_function unknown
at_At5g13270 - GO0005554 molecular_function unknown
at_At5g15010 - GO0005554 molecular_function unknown
at_At5g27110 - GO0005554 molecular_function unknown
at_At5g27460 - GO0005554 molecular_function unknown
at_At5g46100 - GO0005554 molecular_function unknown
at_At5g46580 - GO0005554 molecular_function unknown
at_At5g66500 - GO0005554 molecular_function unknown
at_At5g41170 - GO0005554 molecular_function unknown
at_At1g62720 - GO0005554 molecular_function unknown
at_At1g73710 - GO0005554 molecular_function unknown
at_At2g34400 - GO0005554 molecular_function unknown
at_At1g12700 - GO0005554 molecular_function unknown
at_At3g26630 - GO0005554 molecular_function unknown
at_At4g21300 - GO0005554 molecular_function unknown
at_At5g10690 - GO0005554 molecular_function unknown
at_At1g22830 - GO0005554 molecular_function unknown
at_At5g16640 - GO0005554 molecular_function unknown
at_At5g27270 - GO0005554 molecular_function unknown
at_At5g42310 - GO0005554 molecular_function unknown
at_At1g26460 - GO0005554 molecular_function unknown
at_At3g18840 - GO0005554 molecular_function unknown
at_At1g03540 - GO0005554 molecular_function unknown
at_At1g34160 - GO0005554 molecular_function unknown
at_At1g43980 - GO0005554 molecular_function unknown
at_At1g62930 - GO0005554 molecular_function unknown
at_At1g63130 - GO0005554 molecular_function unknown
at_At1g64100 - GO0005554 molecular_function unknown
at_At1g05750 - GO0005554 molecular_function unknown
at_At1g77360 - GO0005554 molecular_function unknown
at_At3g16010 - GO0005554 molecular_function unknown
at_At2g36980 - GO0005554 molecular_function unknown
at_At3g04130 - GO0005554 molecular_function unknown
at_At3g11380 - GO0005554 molecular_function unknown
at_At3g16890 - GO0005554 molecular_function unknown
at_At4g31070 - GO0005554 molecular_function unknown
at_At4g32430 - GO0005554 molecular_function unknown
at_At5g09320 - GO0005554 molecular_function unknown
at_At5g39980 - GO0005554 molecular_function unknown
at_At5g40400 - GO0005554 molecular_function unknown
at_At1g14090 - no entry null
at_At5g61370 - GO0005554 molecular_function unknown
at_At1g80550 - GO0005554 molecular_function unknown
at_At2g37320 - GO0005554 molecular_function unknown
at_At3g05340 - GO0005554 molecular_function unknown
------------------
Rule 1184
eval(_1,_2,4.0e-3-0.1),classification(_2,ssdna_viruses) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,electron_transport) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 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,solanum),keyword(_2,multigene_family) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,mycobacterium) = 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),keyword(_2,transferase) = 0
-> class GO0005489 "electron transporter activity"
Evaluation on training data (5617 items):
at_At1g15020 GO0003677 DNA binding
GO0005489 electron transporter activity
GO0016853 isomerase activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g16700 GO0005489 electron transporter activity
GO0008137 NADH dehydrogenase (ubiquinone) activity
at_At1g17800 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g20340 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g03020 GO0005489 electron transporter activity
GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g28480 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g32760 GO0005489 electron transporter activity
at_At1g03850 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g48940 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g50940 GO0005489 electron transporter activity
at_At1g72230 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g77370 GO0005489 electron transporter activity
GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g06830 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g79010 GO0005489 electron transporter activity
GO0008137 NADH dehydrogenase (ubiquinone) activity
at_At4g12880 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At2g20270 GO0005215 transporter activity
GO0005489 electron transporter activity
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 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g47470 GO0005489 electron transporter activity
GO0016853 isomerase activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g47880 - GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g16110 GO0005489 electron transporter activity
GO0005509 calcium ion binding
GO0005514 calcium ion storage activity
GO0016853 isomerase activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g20560 GO0005489 electron transporter activity
GO0016853 isomerase activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g20570 GO0005489 electron transporter activity
GO0005507 copper ion binding
GO0005524 ATP binding
at_At3g60270 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g08930 GO0003756 protein disulfide isomerase activity
GO0005489 electron transporter activity
GO0005554 molecular_function unknown
GO0016853 isomerase activity
at_At4g10040 GO0009055 electron carrier activity
at_At4g15700 GO0004869 cysteine protease inhibitor activity
GO0005489 electron transporter activity
GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g28730 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g09400 - GO0015079 potassium ion transporter activity
at_At5g20230 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g20500 GO0005489 electron transporter activity
GO0008794 arsenate reductase (glutaredoxin) activity
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_At5g43430 GO0005489 electron transporter activity
GO0008246 electron transfer flavoprotein
at_At5g45040 GO0005489 electron transporter activity
GO0009055 electron carrier activity
at_At5g57920 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g06470 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g54500 - GO0016655 oxidoreductase activity\, acting on NADH or NADPH\, quinone or similar compound as acceptor
Training Accuracy: 33/37 (89.19%)
Training Frequency class 'GO0005489': 166/5617 (2.96%)
Evaluation on validation data (2787 items):
at_At1g50950 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
GO0016853 isomerase activity
at_At1g52260 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g64640 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g76080 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g18990 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
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_At3g11920 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g15660 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At3g27200 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At3g28850 - GO0005524 ATP binding
at_At4g15660 GO0004869 cysteine protease inhibitor activity
GO0005489 electron transporter activity
GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15690 GO0004869 cysteine protease inhibitor activity
GO0005489 electron transporter activity
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_At4g28360 - GO0003735 structural constituent of ribosome
at_At4g31840 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g10480 - GO0004725 protein-tyrosine-phosphatase activity
at_At5g11930 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g18600 - GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g63030 GO0005489 electron transporter activity
GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
Validation Accuracy: 15/21 (71.43%)
Validation Frequency class 'GO0005489': 80/2787 (2.87%)
Evaluation on propertest data (4746 items):
at_At1g22480 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g22840 GO0005489 electron transporter activity
GO0009055 electron carrier activity
at_At1g31020 GO0005489 electron transporter activity
GO0016853 isomerase activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g54500 GO0005489 electron transporter activity
GO0046872 metal ion binding
at_At1g76100 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g77510 GO0003756 protein disulfide isomerase activity
GO0005489 electron transporter activity
GO0016853 isomerase activity
at_At3g14950 GO0005489 electron transporter activity
GO0005554 molecular_function unknown
GO0008318 protein prenyltransferase activity
GO0015450 protein translocase activity
at_At4g27080 GO0005489 electron transporter activity
GO0016853 isomerase activity
at_At5g15350 GO0005489 electron transporter activity
GO0005507 copper ion binding
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_At2g02850 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At2g03240 - GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At1g08350 - GO0005486 t-SNARE activity
at_At1g08570 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g25060 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At2g38270 - GO0005554 molecular_function unknown
GO0015297 antiporter activity
at_At2g46430 - GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At3g01070 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At3g02000 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g48560 - GO0003984 acetolactate synthase activity
GO0004737 pyruvate decarboxylase activity
at_At3g54830 - GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At3g56420 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g62930 GO0005489 electron transporter activity
GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g62960 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15670 GO0004869 cysteine protease inhibitor activity
GO0005489 electron transporter activity
GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15680 GO0004869 cysteine protease inhibitor activity
GO0005489 electron transporter activity
GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g21090 GO0005489 electron transporter activity
GO0009055 electron carrier activity
at_At4g29670 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g35180 - GO0015359 amino acid permease activity
at_At4g36750 - GO0016655 oxidoreductase activity\, acting on NADH or NADPH\, quinone or similar compound as acceptor
at_At5g14070 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g53130 - GO0005242 inward rectifier potassium channel activity
GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At5g58800 - GO0016655 oxidoreductase activity\, acting on NADH or NADPH\, quinone or similar compound as acceptor
at_At5g60750 - GO0008487 prenyl-dependent CAAX protease activity
at_At5g61440 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g02730 GO0005489 electron transporter activity
GO0016853 isomerase activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g18160 - GO0015271 outward rectifier potassium channel activity
at_At4g32650 - GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At4g33040 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
Propertest Accuracy: 25/39 (64.10%)
Propertest Frequency class 'GO0005489': 140/4746 (2.95%)
New (unknown) data (2787 items):
at_At1g25290 - GO0005554 molecular_function unknown
at_At1g26730 - GO0005554 molecular_function unknown
at_At3g23430 - GO0005554 molecular_function unknown
at_At2g32730 - GO0005554 molecular_function unknown
at_At4g10630 - no entry null
at_At1g12600 - GO0005554 molecular_function unknown
at_At5g11640 - GO0005554 molecular_function unknown
at_At5g13810 - GO0005554 molecular_function unknown
at_At2g03840 - GO0005554 molecular_function unknown
at_At1g30360 - GO0005554 molecular_function unknown
at_At3g07480 - GO0005554 molecular_function unknown
at_At3g54510 - GO0005554 molecular_function unknown
at_At4g31240 - GO0005554 molecular_function unknown
at_At1g62280 - GO0005215 transporter activity
at_At1g32090 - GO0005554 molecular_function unknown
at_At5g56090 - GO0005554 molecular_function unknown
at_At3g06470 - GO0005554 molecular_function unknown
at_At3g21460 - no entry null
at_At3g54900 - no entry null
at_At4g15430 - GO0005554 molecular_function unknown
at_At5g01420 - no entry null
at_At5g42210 - GO0005554 molecular_function unknown
at_At5g53190 - GO0005554 molecular_function unknown
at_At4g18260 - GO0005554 molecular_function unknown
at_At5g23660 - GO0005554 molecular_function unknown
at_At5g24030 - GO0005215 transporter activity
------------------
Rule 1914
eval(_1,_2,4.0e-3-0.1),db_ref(_2,embl) = 1
eval(_1,_2,4.0e-3-0.1),keyword(_2,oxidoreductase),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,hystricognathi),desc(_2,precursor) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,oxidoreductase) = 1
-> class GO0005489 "electron transporter activity"
Evaluation on training data (5617 items):
at_At1g26380 GO0008891 glycolate oxidase activity
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_At2g34790 GO0009055 electron carrier activity
at_At4g20840 GO0009055 electron carrier activity
at_At4g20860 GO0005198 structural molecule activity
GO0009055 electron carrier activity
GO0016491 oxidoreductase activity
at_At5g17850 - GO0005432 calcium\:sodium antiporter activity
GO0015491 cation\:cation antiporter activity
at_At5g44380 GO0009055 electron carrier activity
at_At5g44410 GO0009055 electron carrier activity
Training Accuracy: 12/13 (92.31%)
Training Frequency class 'GO0005489': 166/5617 (2.96%)
Evaluation on validation data (2787 items):
at_At1g30760 GO0009055 electron carrier activity
at_At4g20820 GO0009055 electron carrier activity
GO0016491 oxidoreductase activity
at_At1g01980 GO0009055 electron carrier activity
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0005489': 80/2787 (2.87%)
Evaluation on propertest data (4746 items):
at_At1g30720 GO0009055 electron carrier activity
at_At1g30740 GO0009055 electron carrier activity
at_At2g46740 - GO0005554 molecular_function unknown
GO0008246 electron transfer flavoprotein
at_At1g11770 GO0009055 electron carrier activity
at_At5g44360 GO0009055 electron carrier activity
GO0016491 oxidoreductase activity
at_At5g44390 GO0009055 electron carrier activity
at_At5g44440 GO0009055 electron carrier activity
at_At1g26390 GO0009055 electron carrier activity
at_At5g56970 - GO0004041 amine oxidase (flavin-containing) activity
GO0046420 cytokinin oxidase activity
Propertest Accuracy: 7/9 (77.78%)
Propertest Frequency class 'GO0005489': 140/4746 (2.95%)
New (unknown) data (2787 items):
at_At2g46750 - GO0005554 molecular_function unknown
at_At4g20800 - GO0005554 molecular_function unknown
at_At5g11540 - GO0005554 molecular_function unknown
------------------
Rule 1734
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,trypanosomatidae),keyword(_2,mitochondrion) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,oxidoreductase),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,rattus),keyword(_2,hydrolase) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),keyword(_2,mitochondrion) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),desc(_2,kinase) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transferase) = 1
-> class GO0016301 "kinase activity"
Evaluation on training data (5617 items):
at_At1g13870 - GO0005524 ATP binding
GO0005554 molecular_function unknown
GO0016491 oxidoreductase activity
at_At1g14370 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g14390 GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g16160 GO0016301 kinase activity
at_At1g17230 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004872 receptor activity
GO0005524 ATP 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_At1g21590 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g22870 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g23700 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g02970 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g24030 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g25390 GO0016301 kinase activity
at_At1g26150 GO0001584 rhodopsin-like receptor activity
GO0003677 DNA binding
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004879 ligand-dependent nuclear receptor activity
GO0005199 structural constituent of cell wall
GO0005524 ATP binding
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_At1g29230 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g29720 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g29740 GO0016301 kinase activity
at_At1g30570 GO0016301 kinase activity
at_At1g30640 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g31910 GO0004631 phosphomevalonate kinase activity
GO0005554 molecular_function unknown
at_At1g32320 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At1g33770 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g34110 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0008483 transaminase activity
at_At1g35670 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0004689 phosphorylase kinase activity
GO0005509 calcium ion binding
GO0005516 calmodulin binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g03740 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g48210 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g48260 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_At1g49350 GO0004747 ribokinase activity
GO0016301 kinase activity
at_At1g49580 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g49730 GO0016301 kinase activity
at_At1g50390 GO0005554 molecular_function unknown
GO0008865 fructokinase activity
at_At1g04440 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004681 casein kinase I activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g50610 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g51170 GO0016301 kinase activity
at_At1g51620 GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g51790 GO0016301 kinase activity
at_At1g51810 GO0016301 kinase activity
at_At1g51830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g51870 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g51890 GO0016301 kinase activity
at_At1g52310 GO0016301 kinase activity
at_At1g52540 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g53050 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g53090 GO0004672 protein kinase activity
GO0004871 signal transducer activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At1g53420 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g53440 GO0016301 kinase activity
at_At1g53570 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g54510 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g55610 GO0016301 kinase activity
at_At1g55810 GO0004845 uracil phosphoribosyltransferase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g56120 GO0016301 kinase activity
at_At1g56130 GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004872 receptor activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g56140 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004872 receptor activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g56720 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g05100 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g60630 GO0005524 ATP binding
GO0016301 kinase activity
at_At1g60940 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g61370 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61390 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61420 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61440 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61460 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61490 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61500 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61610 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61860 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g63430 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g65190 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At1g65250 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g65800 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g66150 GO0004675 transmembrane receptor protein serine/threonine kinase activity
at_At1g05700 GO0016301 kinase activity
at_At1g66460 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g66750 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g66920 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g67000 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g67510 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g67580 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g67890 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004871 signal transducer activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g68400 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g68690 GO0001584 rhodopsin-like receptor activity
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005199 structural constituent of cell wall
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g06020 GO0004747 ribokinase activity
GO0016301 kinase activity
at_At1g06030 GO0004747 ribokinase activity
GO0016301 kinase activity
at_At1g69200 GO0016301 kinase activity
at_At1g69220 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g69270 GO0016301 kinase activity
at_At1g70110 GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g70430 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g70460 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005199 structural constituent of cell wall
GO0005524 ATP binding
at_At1g72460 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g06390 GO0004696 glycogen synthase kinase 3 activity
GO0016301 kinase activity
at_At1g73450 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g73460 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g73670 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At1g73980 GO0004849 uridine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g74360 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g75640 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g76360 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g76540 GO0004693 cyclin-dependent protein kinase activity
GO0005515 protein binding
GO0016301 kinase activity
at_At1g77280 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g06840 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g77720 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g78290 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g78980 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g79570 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g79640 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g02220 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g16750 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g19190 GO0016301 kinase activity
at_At2g19210 GO0016301 kinase activity
at_At2g19410 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g01740 GO0016301 kinase activity
at_At2g26730 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At2g30360 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g31800 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g33580 GO0016301 kinase activity
at_At3g23000 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g23340 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004681 casein kinase I activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g46760 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g47090 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g53810 GO0016301 kinase activity
at_At3g54250 - GO0004163 diphosphomevalonate decarboxylase activity
at_At4g26890 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g27290 GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004872 receptor 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_At4g34440 GO0016301 kinase activity
at_At4g34500 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g01210 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g01820 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At2g01830 GO0004673 protein-histidine kinase activity
at_At2g05060 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g07650 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g13800 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g08120 GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At2g17170 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
GO0016868 intramolecular transferase activity\, phosphotransferases
at_At2g17530 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g17700 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016597 amino acid binding
at_At2g17890 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
at_At2g18890 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g19130 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
at_At1g08590 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At2g20300 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g08650 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004689 phosphorylase kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005516 calmodulin binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g20470 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g08720 GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At2g23200 GO0016301 kinase activity
at_At2g23300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g09000 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g24130 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g25220 GO0016301 kinase activity
at_At2g25790 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g26330 GO0019199 transmembrane receptor protein kinase activity
at_At2g26930 GO0004413 homoserine kinase activity
GO0005524 ATP binding
GO0008698 4-diphosphocytidyl-2C-methyl-D-erythritol kinase activity
GO0016301 kinase activity
at_At2g27060 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g28590 GO0016301 kinase activity
at_At2g28930 GO0016301 kinase activity
at_At2g28960 GO0003793 defense/immunity protein activity
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g28970 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g28990 GO0016301 kinase activity
at_At2g29250 GO0016301 kinase activity
at_At2g30740 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g30940 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0008237 metallopeptidase activity
GO0008270 zinc ion binding
GO0008415 acyltransferase activity
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_At2g32510 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g32850 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g35620 GO0016301 kinase activity
at_At2g35890 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g09970 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g37840 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g38490 GO0016301 kinase activity
at_At2g39270 GO0004017 adenylate kinase activity
GO0005524 ATP binding
GO0016776 phosphotransferase activity\, phosphate group as acceptor
at_At2g40120 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g40500 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g40560 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g40730 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At2g40940 GO0004673 protein-histidine kinase activity
at_At2g41140 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g41820 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g41880 GO0004385 guanylate kinase activity
at_At2g41910 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g41920 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g41930 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g42630 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g43690 GO0016301 kinase activity
at_At2g43700 GO0016301 kinase activity
at_At2g44680 - GO0008605 protein kinase CK2 regulator activity
at_At2g45490 GO0003677 DNA binding
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0008170 N-methyltransferase activity
at_At1g10940 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g46700 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g11050 GO0016301 kinase activity
at_At3g07070 GO0016301 kinase activity
at_At3g07980 GO0003700 transcription factor activity
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g08680 GO0016301 kinase activity
at_At3g09820 GO0004001 adenosine kinase activity
at_At3g10540 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g11870 GO0016301 kinase activity
at_At3g12200 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g13065 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g13530 GO0003700 transcription factor activity
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g13690 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g14720 GO0004707 MAP kinase activity
at_At3g14840 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004872 receptor activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g15220 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g11330 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g11340 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g17410 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g17850 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g18040 GO0004707 MAP kinase activity
at_At3g18680 GO0004349 glutamate 5-kinase activity
GO0009041 uridylate kinase activity
at_At3g18810 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At3g19300 GO0016301 kinase activity
at_At3g20530 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g20830 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g20860 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g21220 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At3g21450 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g22750 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g23750 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004751 ribose-5-phosphate isomerase activity
GO0004872 receptor activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g24030 GO0004417 hydroxyethylthiazole kinase activity
GO0016301 kinase activity
at_At3g24400 GO0001584 rhodopsin-like receptor activity
GO0003677 DNA binding
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004879 ligand-dependent nuclear receptor activity
GO0005199 structural constituent of cell wall
GO0005524 ATP binding
GO0045735 nutrient reservoir activity
at_At3g24540 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g24790 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g25250 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g25560 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004872 receptor activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g26940 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g28450 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g28690 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g42850 GO0004335 galactokinase activity
GO0005524 ATP binding
GO0016301 kinase activity
GO0016773 phosphotransferase activity\, alcohol group as acceptor
at_At3g42880 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g44200 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g44610 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g44850 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g45390 GO0016301 kinase activity
at_At3g45420 GO0016301 kinase activity
at_At3g45440 GO0016301 kinase activity
GO0030246 carbohydrate binding
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_At3g45920 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004702 receptor signaling protein serine/threonine kinase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At3g46140 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g46160 GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At3g46290 GO0016301 kinase activity
at_At3g46350 GO0016301 kinase activity
at_At3g46400 GO0016301 kinase activity
at_At3g46410 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004702 receptor signaling protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g46420 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g47570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g49060 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g50000 GO0016301 kinase activity
at_At3g50230 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g50500 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine 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 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g51990 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g52530 GO0016301 kinase activity
at_At3g52890 GO0004672 protein kinase activity
GO0005515 protein binding
GO0016301 kinase activity
at_At3g53030 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g53570 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g55950 GO0016301 kinase activity
at_At3g56050 GO0016301 kinase activity
at_At3g56100 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005515 protein binding
GO0005524 ATP binding
at_At3g57120 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g57530 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g57550 GO0004385 guanylate kinase activity
at_At3g57640 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At3g57700 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g57710 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g57730 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g57760 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At3g59110 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g59350 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g59420 GO0016301 kinase activity
at_At3g59480 GO0016301 kinase activity
at_At3g59700 GO0016301 kinase activity
at_At3g59730 GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g59740 GO0016301 kinase activity
at_At3g59790 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At3g61960 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At3g62220 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g63110 - GO0004161 dimethylallyltranstransferase activity
GO0004811 tRNA isopentenyltransferase activity
GO0005524 ATP binding
GO0016765 transferase activity\, transferring alkyl or aryl (other than methyl) groups
GO0016776 phosphotransferase activity\, phosphate group as acceptor
at_At4g00700 - GO0005554 molecular_function unknown
GO0016740 transferase activity
at_At4g00970 GO0003677 DNA binding
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004872 receptor activity
GO0005524 ATP binding
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_At4g04490 GO0016301 kinase activity
at_At4g04570 GO0016301 kinase activity
at_At4g04740 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g08470 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g08500 GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At4g08800 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g08850 GO0016301 kinase activity
at_At4g09320 GO0004550 nucleoside-diphosphate kinase activity
GO0005524 ATP binding
at_At4g09570 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0004689 phosphorylase kinase activity
GO0005509 calcium ion binding
GO0005516 calmodulin binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g09760 GO0004103 choline kinase activity
at_At4g10260 GO0016301 kinase activity
at_At4g11010 GO0004550 nucleoside-diphosphate kinase activity
GO0005524 ATP binding
at_At4g11470 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At4g11480 GO0016301 kinase activity
at_At4g11530 GO0016301 kinase activity
at_At4g13020 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g14340 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At4g14350 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At4g14480 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g14580 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g14780 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g17640 - GO0008605 protein kinase CK2 regulator activity
at_At4g18700 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g18710 GO0004696 glycogen synthase kinase 3 activity
GO0016301 kinase activity
at_At4g18950 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g19110 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g20140 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At4g20940 - GO0005515 protein binding
at_At4g21370 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004872 receptor activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
at_At4g21380 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At4g21400 GO0016301 kinase activity
at_At4g21940 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g22940 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g23130 GO0016301 kinase activity
at_At4g23140 GO0016301 kinase activity
at_At4g23180 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g23200 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At4g23210 GO0016301 kinase activity
at_At4g23220 GO0016301 kinase activity
at_At4g23240 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At4g23290 GO0016301 kinase activity
at_At4g23310 GO0004672 protein kinase activity
at_At4g24400 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g25160 GO0016301 kinase activity
at_At4g25280 GO0004017 adenylate kinase activity
GO0004765 shikimate kinase activity
GO0004798 thymidylate kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
GO0016776 phosphotransferase activity\, phosphate group as acceptor
at_At4g25390 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g26390 GO0004743 pyruvate kinase activity
at_At1g12460 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g27600 GO0004747 ribokinase activity
GO0016301 kinase activity
at_At4g28350 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g28540 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004681 casein kinase I activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g28650 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At4g28860 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004681 casein kinase I activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g29050 GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g29180 GO0016301 kinase activity
at_At4g29380 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g29990 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At4g30960 GO0016301 kinase activity
at_At4g31110 GO0016301 kinase activity
at_At4g31250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g32060 - GO0005509 calcium ion binding
at_At4g32250 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g33080 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g35780 GO0004672 protein kinase activity
at_At4g36070 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
at_At4g36180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g36450 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At4g36950 GO0004672 protein kinase activity
GO0004709 MAP kinase kinase kinase activity
GO0005524 ATP binding
at_At4g37250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g37670 GO0003991 acetylglutamate kinase activity
GO0004042 amino-acid N-acetyltransferase activity
GO0008901 ferredoxin hydrogenase activity
at_At4g38230 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g39110 GO0016301 kinase activity
at_At4g39940 GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
at_At5g01020 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g01060 GO0016301 kinase activity
at_At5g01560 GO0016301 kinase activity
at_At5g10290 GO0016301 kinase activity
at_At5g10530 GO0016301 kinase activity
at_At5g10930 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g11020 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g11400 GO0016301 kinase activity
at_At5g11410 GO0016301 kinase activity
at_At5g12000 GO0016301 kinase activity
at_At5g12090 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g12180 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g13280 GO0004072 aspartate kinase activity
at_At5g13290 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g14470 GO0004335 galactokinase activity
GO0005524 ATP binding
GO0016301 kinase activity
GO0016773 phosphotransferase activity\, alcohol group as acceptor
at_At5g14640 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g18500 GO0016301 kinase activity
at_At5g18610 GO0016301 kinase activity
at_At5g18700 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_At5g22050 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g22370 GO0004765 shikimate kinase activity
GO0005524 ATP binding
at_At5g22840 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g24010 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g24080 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g25110 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g26150 GO0003899 DNA-directed RNA polymerase activity
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g27450 GO0004335 galactokinase activity
GO0004496 mevalonate kinase activity
GO0004631 phosphomevalonate kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
GO0016773 phosphotransferase activity\, alcohol group as acceptor
at_At5g27510 GO0016301 kinase activity
at_At5g28290 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
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_At5g35580 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g35750 GO0004673 protein-histidine kinase activity
at_At5g37850 GO0008478 pyridoxal kinase activity
GO0016301 kinase activity
at_At5g38240 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g38250 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g38260 GO0016301 kinase activity
at_At5g38280 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g38990 GO0016301 kinase activity
at_At5g39440 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g41680 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g43020 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g44700 GO0003793 defense/immunity protein activity
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At5g45430 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g45780 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g45840 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g46080 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g46570 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g48740 GO0016301 kinase activity
at_At5g48940 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005311 sodium\:dicarboxylate/tricarboxylate symporter activity
GO0005524 ATP binding
at_At5g50000 GO0016301 kinase activity
at_At5g51270 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g51770 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g51830 GO0004001 adenosine kinase activity
GO0004747 ribokinase activity
GO0016301 kinase activity
at_At5g53450 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g55560 GO0016301 kinase activity
at_At5g55910 GO0016301 kinase activity
at_At5g56040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g56350 GO0004743 pyruvate kinase activity
at_At5g56460 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g56790 GO0003735 structural constituent of ribosome
GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005488 binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g57670 GO0016301 kinase activity
at_At5g58380 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g58940 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g58950 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g59010 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At5g59660 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g59670 GO0016301 kinase activity
at_At5g59680 GO0016301 kinase activity
at_At5g59700 GO0016301 kinase activity
at_At5g61350 GO0016301 kinase activity
at_At5g61570 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g62230 GO0016301 kinase activity
at_At5g62310 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g63400 GO0004017 adenylate kinase activity
at_At5g63410 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g63610 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g63940 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g65500 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g66210 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
at_At5g66710 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g15530 GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g07070 GO0016301 kinase activity
at_At5g07280 GO0016301 kinase activity
GO0019199 transmembrane receptor protein kinase activity
at_At5g07620 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
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_At5g02070 GO0016301 kinase activity
at_At5g02800 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g03300 GO0003872 6-phosphofructokinase activity
GO0004001 adenosine kinase activity
GO0016301 kinase activity
at_At5g03640 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_At5g08160 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g16500 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g16590 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g16900 GO0016301 kinase activity
at_At5g23170 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g23580 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g41180 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g41260 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g47840 GO0004017 adenylate kinase activity
GO0005524 ATP binding
GO0016776 phosphotransferase activity\, phosphate group as acceptor
at_At5g54380 GO0016301 kinase activity
at_At5g60090 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g60270 GO0016301 kinase activity
at_At5g60900 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
at_At5g66880 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g67080 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g67200 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
Training Accuracy: 465/473 (98.31%)
Training Frequency class 'GO0016301': 567/5617 (10.09%)
Evaluation on validation data (2787 items):
at_At3g60180 GO0004017 adenylate kinase activity
GO0004798 thymidylate kinase activity
GO0005524 ATP binding
GO0009041 uridylate kinase activity
GO0016776 phosphotransferase activity\, phosphate group as acceptor
at_At3g60250 - GO0008134 transcription factor binding
GO0008605 protein kinase CK2 regulator activity
at_At4g10010 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g11330 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At4g11500 GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At4g39270 GO0004672 protein kinase activity
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_At1g03920 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g31420 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g32440 GO0004743 pyruvate kinase activity
at_At1g48220 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g53510 GO0004707 MAP kinase activity
at_At1g53700 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g05200 - GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At1g54610 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g54960 GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At1g57700 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g57870 GO0004672 protein kinase activity
at_At1g59580 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At1g61360 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61400 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61430 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61590 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g63500 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
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 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g66930 GO0016301 kinase activity
at_At1g67720 GO0016301 kinase activity
at_At1g68830 GO0016301 kinase activity
at_At1g69990 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g70130 GO0016301 kinase activity
at_At1g70450 GO0016301 kinase activity
at_At1g70530 GO0016301 kinase activity
at_At1g70740 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g06700 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g06730 GO0004747 ribokinase activity
GO0016301 kinase activity
at_At1g73660 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g73690 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g74320 GO0004103 choline kinase activity
at_At1g74490 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g74740 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g78280 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g78530 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005311 sodium\:dicarboxylate/tricarboxylate symporter activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g79250 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g79620 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g80640 GO0016301 kinase activity
at_At2g01450 GO0004707 MAP kinase activity
at_At2g05940 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g07180 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g25760 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g25880 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g10030 GO0005554 molecular_function unknown
GO0009041 uridylate kinase activity
at_At3g25490 GO0016301 kinase activity
at_At3g25960 GO0004743 pyruvate kinase activity
at_At2g13790 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At2g14440 GO0016301 kinase activity
at_At2g14510 GO0016301 kinase activity
at_At2g14750 GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
at_At2g15300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g16250 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g17090 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g18470 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At2g18530 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g19230 GO0016301 kinase activity
at_At2g20040 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g22910 GO0003991 acetylglutamate kinase activity
GO0004042 amino-acid N-acetyltransferase activity
GO0008080 N-acetyltransferase activity
GO0016407 acetyltransferase activity
at_At2g23770 GO0016301 kinase activity
at_At2g23950 GO0016301 kinase activity
at_At2g24360 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g24370 GO0003899 DNA-directed RNA polymerase activity
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g25090 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g09440 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g09450 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At1g09840 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g26980 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At2g28250 GO0016301 kinase activity
at_At2g29010 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At2g32390 - GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At2g34030 - GO0005509 calcium ion binding
at_At2g36350 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g36570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g37710 GO0016301 kinase activity
at_At1g10210 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At1g10620 GO0001584 rhodopsin-like receptor activity
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005199 structural constituent of cell wall
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g40580 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004872 receptor activity
GO0005215 transporter activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g41860 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g42960 GO0016301 kinase activity
at_At2g43230 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g43850 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g44830 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g45910 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
GO0016301 kinase activity
at_At2g46070 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At2g46850 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At2g47060 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g07800 GO0004797 thymidine kinase activity
at_At3g53640 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g53930 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
GO0016831 carboxy-lyase activity
at_At3g55450 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g55550 GO0016301 kinase activity
at_At3g55810 GO0004743 pyruvate kinase activity
at_At3g57750 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g58760 GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g16270 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g16670 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g16760 GO0016301 kinase activity
at_At1g17410 GO0004550 nucleoside-diphosphate kinase activity
GO0005524 ATP binding
at_At1g18670 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g11280 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g15890 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g24660 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g24720 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g26700 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g27440 GO0004845 uracil phosphoribosyltransferase activity
GO0004849 uridine kinase activity
GO0005524 ATP binding
GO0008974 phosphoribulokinase activity
GO0016301 kinase activity
at_At3g29160 GO0004672 protein kinase activity
at_At3g46930 GO0016301 kinase activity
at_At3g47110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g02410 GO0016301 kinase activity
at_At4g02630 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g08480 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g13000 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g16130 GO0004335 galactokinase activity
GO0005524 ATP binding
at_At4g17660 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g18250 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At4g18640 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g21230 GO0016301 kinase activity
at_At4g21390 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
at_At4g21410 GO0016301 kinase activity
at_At4g22130 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g23050 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004871 signal transducer activity
GO0005524 ATP binding
at_At4g23270 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At4g23650 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g23740 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g24080 - GO0016228 aldolase 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 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004681 casein kinase I activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g26610 GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g27300 GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005198 structural molecule activity
GO0005524 ATP binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g28980 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g29810 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At4g32300 GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g32710 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g34220 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g35030 GO0016301 kinase activity
at_At4g35230 GO0016301 kinase activity
at_At4g35500 GO0016301 kinase activity
at_At4g35600 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g01550 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g01820 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g01850 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g01920 GO0003735 structural constituent of ribosome
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g03320 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g05160 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g06740 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g06820 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g09890 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g10520 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g23540 GO0016301 kinase activity
at_At5g16000 GO0016301 kinase activity
at_At5g18530 GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At5g18910 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g19360 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g19450 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g20480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g24650 GO0003735 structural constituent of ribosome
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005488 binding
GO0005524 ATP binding
at_At1g26190 GO0000166 nucleotide binding
GO0004849 uridine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
GO0046872 metal ion binding
at_At5g35170 GO0004017 adenylate kinase activity
GO0004798 thymidylate kinase activity
GO0005524 ATP binding
GO0016776 phosphotransferase activity\, phosphate group as acceptor
at_At5g35370 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g38210 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At5g38560 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005199 structural constituent of cell wall
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g41730 GO0016301 kinase activity
at_At5g42120 GO0016301 kinase activity
at_At5g43320 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At5g43910 GO0004747 ribokinase activity
GO0016301 kinase activity
at_At5g44100 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004681 casein kinase I activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g45810 GO0016301 kinase activity
at_At5g45820 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g47070 GO0016301 kinase activity
at_At1g26520 - GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At5g49660 GO0016301 kinase activity
at_At5g49760 GO0016301 kinase activity
at_At5g50180 GO0003735 structural constituent of ribosome
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g51350 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g53890 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0015070 toxin activity
at_At5g54590 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At5g55090 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
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_At5g59440 GO0004798 thymidylate kinase activity
GO0005524 ATP binding
GO0016776 phosphotransferase activity\, phosphate group as acceptor
at_At5g60080 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g61550 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
GO0016301 kinase activity
at_At5g61560 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
GO0016301 kinase activity
at_At5g63680 GO0004743 pyruvate 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_At5g66790 GO0016301 kinase activity
at_At5g66850 GO0003797 antibacterial peptide activity
GO0004672 protein kinase activity
GO0004713 protein-tyrosine 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_At5g67520 GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
at_At1g01450 GO0016301 kinase activity
at_At1g01560 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At3g48750 GO0004693 cyclin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g49370 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g49270 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g72180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g30980 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g31010 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g42290 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g08730 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
at_At3g09010 GO0016301 kinase activity
at_At3g09780 GO0016301 kinase activity
at_At3g19700 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
Validation Accuracy: 207/214 (96.73%)
Validation Frequency class 'GO0016301': 265/2787 (9.51%)
Evaluation on propertest data (4746 items):
at_At1g18390 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g19600 GO0016301 kinase activity
at_At1g20650 GO0003723 RNA binding
GO0003735 structural constituent of ribosome
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g20930 GO0004693 cyclin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g21210 GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
at_At1g03030 GO0004849 uridine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g25320 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g26640 GO0004349 glutamate 5-kinase activity
GO0005554 molecular_function unknown
at_At1g26970 GO0016301 kinase activity
at_At1g27320 GO0004673 protein-histidine kinase activity
at_At1g28390 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g29020 - GO0005509 calcium ion binding
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_At1g30270 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g32060 GO0004849 uridine kinase activity
GO0005524 ATP binding
GO0008974 phosphoribulokinase activity
GO0016301 kinase activity
at_At1g33260 GO0016301 kinase activity
at_At1g34100 GO0004103 choline kinase activity
at_At1g34210 GO0016301 kinase activity
at_At1g34300 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g03930 GO0004712 protein threonine/tyrosine kinase activity
GO0016301 kinase activity
at_At1g35710 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g01140 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g45160 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g48490 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g50230 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g50700 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
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 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g51940 GO0016301 kinase activity
at_At1g04700 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g52290 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g53430 GO0016301 kinase activity
at_At1g54820 GO0016301 kinase activity
at_At1g55200 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g61380 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61480 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61550 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61950 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g62400 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g62950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g64300 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
GO0016491 oxidoreductase activity
at_At1g01220 GO0004335 galactokinase activity
GO0005524 ATP binding
GO0016301 kinase activity
GO0016773 phosphotransferase activity\, alcohol group as acceptor
at_At1g63700 GO0004672 protein kinase activity
GO0004713 protein-tyrosine 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_At1g66430 GO0016301 kinase activity
at_At1g66830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g66910 GO0016301 kinase activity
at_At1g66980 GO0008889 glycerophosphodiester phosphodiesterase activity
GO0016301 kinase activity
at_At1g67470 GO0016301 kinase activity
at_At1g67520 GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g69790 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g69910 GO0016301 kinase activity
at_At1g70250 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g70520 GO0016301 kinase activity
at_At1g71530 GO0016301 kinase activity
at_At1g71697 GO0004103 choline kinase activity
at_At1g71830 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g72040 - GO0005524 ATP binding
GO0016773 phosphotransferase activity\, alcohol group as acceptor
at_At1g72300 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g72540 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g72710 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004681 casein kinase I activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g72760 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
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 GO0004672 protein kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g76370 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g78590 GO0003951 NAD+ kinase activity
at_At1g78940 GO0016301 kinase activity
at_At1g07150 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g01540 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g04300 GO0016301 kinase activity
at_At2g20850 GO0016301 kinase activity
at_At2g29120 - GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At2g29220 GO0016301 kinase activity
at_At2g30730 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g39110 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g39180 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004872 receptor activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g43790 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At2g45590 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0045735 nutrient reservoir activity
at_At3g06200 GO0004385 guanylate kinase activity
GO0004798 thymidylate kinase activity
GO0005524 ATP binding
at_At3g06230 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At3g16030 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g23310 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g61160 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g26540 GO0016301 kinase activity
at_At5g04510 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g14720 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g15080 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g15730 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g24430 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g47080 - GO0008605 protein kinase CK2 regulator activity
at_At5g55830 GO0016301 kinase activity
at_At5g64960 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g16120 GO0016301 kinase activity
at_At1g16130 GO0016301 kinase activity
at_At1g16260 GO0016301 kinase activity
at_At1g16440 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g01460 GO0004849 uridine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g01950 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At2g02780 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g02800 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g07870 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g07020 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g07040 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g07880 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At2g16790 - GO0046316 gluconokinase activity
at_At2g17290 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g17520 GO0004521 endoribonuclease activity
GO0016301 kinase activity
at_At2g19400 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g19470 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004681 casein kinase I activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g21480 GO0016301 kinase activity
at_At2g23030 GO0003735 structural constituent of ribosome
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g23070 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004680 casein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g23080 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004680 casein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g26290 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g30040 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g31390 GO0016301 kinase activity
GO0019904 protein domain specific binding
at_At1g09600 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g32800 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g33170 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At2g34020 - GO0005509 calcium ion binding
at_At2g34180 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g34290 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g34650 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At2g37050 GO0016301 kinase activity
at_At2g37250 GO0004017 adenylate kinase activity
GO0005524 ATP binding
GO0016776 phosphotransferase activity\, phosphate group as acceptor
at_At2g38620 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
GO0030332 cyclin binding
at_At2g38700 - GO0004163 diphosphomevalonate decarboxylase activity
at_At2g38910 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g39360 GO0016301 kinase activity
at_At2g39660 GO0016301 kinase activity
at_At2g40270 GO0016301 kinase activity
at_At2g42550 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
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_At3g01300 GO0016301 kinase activity
at_At3g01490 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g01640 GO0004335 galactokinase activity
GO0005524 ATP binding
GO0016301 kinase activity
GO0016773 phosphotransferase activity\, alcohol group as acceptor
at_At3g01820 GO0004017 adenylate kinase activity
GO0005524 ATP binding
GO0016776 phosphotransferase activity\, phosphate group as acceptor
at_At3g01840 GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g02020 GO0004072 aspartate 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_At3g03900 GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
at_At3g03940 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g04050 GO0004743 pyruvate kinase activity
at_At3g04530 GO0004611 phosphoenolpyruvate carboxykinase activity
GO0016301 kinase activity
at_At3g04580 GO0004673 protein-histidine kinase activity
at_At3g04690 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g04810 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g04910 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At3g05050 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g05140 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g05840 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
at_At3g06030 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g06580 GO0004335 galactokinase activity
GO0005524 ATP binding
GO0019200 carbohydrate kinase activity
at_At3g06620 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004871 signal transducer activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g06630 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At3g06640 GO0016301 kinase activity
at_At3g08720 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g08870 GO0016301 kinase activity
at_At3g09240 GO0004672 protein kinase activity
GO0005554 molecular_function unknown
at_At3g09830 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g12690 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g13380 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004872 receptor activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g14350 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At3g14370 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005488 binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g17420 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g17510 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g17750 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g17840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g18750 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At3g19100 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g20190 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g20200 GO0003899 DNA-directed RNA polymerase activity
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine 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_At3g21340 GO0016301 kinase activity
at_At3g21630 GO0016301 kinase activity
at_At3g22420 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At3g25840 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g27190 GO0004594 pantothenate kinase activity
GO0004845 uracil phosphoribosyltransferase activity
GO0004849 uridine kinase activity
GO0005524 ATP binding
GO0008974 phosphoribulokinase activity
GO0016301 kinase activity
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_At3g45240 GO0016301 kinase activity
at_At3g45330 GO0016301 kinase activity
at_At3g45410 GO0016301 kinase activity
at_At3g45430 GO0016301 kinase activity
at_At3g45640 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At3g45670 GO0016301 kinase activity
at_At3g45790 GO0016301 kinase activity
at_At3g46330 GO0016301 kinase activity
at_At3g46340 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_At3g49160 GO0004743 pyruvate kinase activity
at_At3g49670 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g50310 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g50530 GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0008651 actin polymerizing activity
GO0016301 kinase activity
at_At3g50720 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g50730 GO0016301 kinase activity
at_At3g51550 GO0016301 kinase activity
at_At3g51630 GO0004672 protein kinase activity
at_At3g53380 GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g53590 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At3g53840 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g54030 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g54090 GO0016301 kinase activity
at_At3g54180 GO0004693 cyclin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g55010 - GO0003824 catalytic activity
GO0004641 phosphoribosylformylglycinamidine cyclo-ligase activity
at_At3g55650 GO0004743 pyruvate kinase activity
at_At3g56280 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g56370 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g56760 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g57560 GO0003991 acetylglutamate kinase activity
GO0004349 glutamate 5-kinase activity
at_At3g57720 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g57740 GO0004672 protein kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g57770 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g57830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g59750 GO0016301 kinase activity
at_At3g59830 GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g12580 GO0016301 kinase activity
at_At3g63260 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g63280 GO0016301 kinase activity
at_At4g00330 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g00340 GO0004672 protein kinase activity
GO0004872 receptor activity
GO0005529 sugar binding
at_At4g00720 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g00960 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004872 receptor activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g01330 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005311 sodium\:dicarboxylate/tricarboxylate symporter activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g02010 GO0016301 kinase activity
at_At4g03230 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
at_At4g04500 GO0016301 kinase activity
at_At4g04510 GO0016301 kinase activity
at_At4g04540 GO0016301 kinase activity
at_At4g04700 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g04710 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g04720 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g04960 GO0016301 kinase activity
at_At4g05200 GO0016301 kinase activity
at_At1g12680 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g10390 GO0016301 kinase activity
at_At4g10730 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g11900 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005529 sugar binding
GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g13190 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g16970 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g20270 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At4g20450 GO0016301 kinase activity
at_At4g20790 GO0004672 protein kinase activity
GO0005515 protein binding
GO0005524 ATP binding
at_At4g22730 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At4g23150 GO0016301 kinase activity
at_At4g23160 GO0016301 kinase activity
at_At4g23190 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At4g23250 GO0016301 kinase activity
at_At4g23260 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At4g23280 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At4g23300 GO0016301 kinase activity
at_At4g23320 GO0016301 kinase activity
at_At4g23900 GO0004550 nucleoside-diphosphate kinase activity
GO0005524 ATP binding
at_At4g24100 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g24480 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g24740 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g28490 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g28670 GO0016301 kinase activity
at_At4g28880 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At4g29450 GO0016301 kinase activity
at_At4g30520 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004872 receptor activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g31100 GO0016301 kinase activity
at_At4g31170 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g31220 GO0016301 kinase activity
at_At4g32000 GO0016301 kinase activity
at_At4g34070 - GO0005554 molecular_function unknown
GO0016831 carboxy-lyase activity
at_At4g35310 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0005509 calcium ion binding
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g38470 GO0004672 protein kinase activity
at_At4g38830 GO0016301 kinase activity
at_At5g01540 GO0016301 kinase activity
at_At5g01890 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g02290 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g03140 GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g03730 GO0004674 protein serine/threonine kinase activity
GO0005515 protein binding
GO0016301 kinase activity
at_At1g13350 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g06940 GO0016301 kinase activity
at_At5g07140 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g08590 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g10020 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g10270 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g11850 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g13160 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g14060 GO0004072 aspartate kinase activity
at_At5g20050 GO0016301 kinase activity
at_At5g23070 GO0004797 thymidine kinase activity
GO0005524 ATP binding
at_At5g25440 GO0016301 kinase activity
at_At5g25930 GO0016301 kinase activity
at_At5g26110 GO0004175 endopeptidase activity
GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
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_At5g27790 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g28080 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g28680 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g28900 - GO0005509 calcium ion binding
at_At5g35960 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g35980 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g37450 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g37790 GO0004222 metalloendopeptidase activity
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g14000 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At5g39390 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004872 receptor activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g39420 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g40380 GO0016301 kinase activity
at_At5g40540 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g41990 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g42440 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g44290 GO0003700 transcription factor activity
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g45800 GO0003735 structural constituent of ribosome
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At5g46330 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g47750 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g47850 GO0016301 kinase activity
at_At5g48380 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004872 receptor activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g48400 - GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At5g49470 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g49770 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At5g50370 GO0004017 adenylate kinase activity
GO0005524 ATP binding
GO0016776 phosphotransferase activity\, phosphate group as acceptor
at_At5g51560 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At5g52920 GO0004743 pyruvate kinase activity
at_At5g53320 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g57610 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At5g57630 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 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_At5g58520 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g58730 GO0016301 kinase activity
at_At5g59260 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g59270 GO0016301 kinase activity
at_At5g59650 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
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 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g61480 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At5g62710 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0004872 receptor activity
GO0005524 ATP binding
at_At5g63310 GO0004550 nucleoside-diphosphate kinase activity
GO0005524 ATP binding
at_At5g65240 GO0016301 kinase activity
at_At5g65530 GO0016301 kinase activity
at_At5g65600 GO0016301 kinase activity
at_At5g67380 GO0016301 kinase activity
at_At1g21640 GO0003951 NAD+ kinase activity
at_At1g04210 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At1g49100 GO0016301 kinase activity
at_At1g51660 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At1g60800 GO0016301 kinase activity
at_At1g71410 GO0016301 kinase activity
at_At1g74330 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g80870 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g07550 GO0016301 kinase activity
at_At1g07560 GO0016301 kinase activity
at_At1g07570 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At2g17220 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g18170 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At2g23450 GO0016301 kinase activity
at_At2g27490 GO0004849 uridine kinase activity
GO0005524 ATP binding
at_At2g28940 GO0016301 kinase activity
at_At2g35050 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At2g36580 GO0004743 pyruvate kinase activity
at_At2g41970 GO0004672 protein kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g02810 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g02880 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g10660 GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g10700 GO0004335 galactokinase activity
GO0005524 ATP binding
GO0016301 kinase activity
GO0016773 phosphotransferase activity\, alcohol group as acceptor
at_At3g24240 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g24550 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005199 structural constituent of cell wall
GO0005524 ATP binding
at_At3g58640 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
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 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g32660 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g32830 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g33430 GO0016301 kinase activity
at_At4g40010 GO0003735 structural constituent of ribosome
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g07180 GO0016301 kinase activity
at_At5g24100 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At5g35380 GO0016301 kinase activity
at_At5g35840 GO0004673 protein-histidine kinase activity
at_At5g39000 GO0016301 kinase activity
at_At5g39020 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g39030 GO0016301 kinase activity
at_At5g49780 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g56890 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g63370 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g63650 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g63710 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
at_At5g63930 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0005524 ATP binding
Propertest Accuracy: 390/403 (96.77%)
Propertest Frequency class 'GO0016301': 483/4746 (10.18%)
New (unknown) data (2787 items):
at_At1g34420 - no entry null
at_At1g50990 - GO0005554 molecular_function unknown
at_At1g74260 - GO0003824 catalytic activity
at_At2g16620 - GO0005554 molecular_function unknown
at_At2g26830 - no entry null
at_At2g40870 - no entry null
at_At5g07150 - no entry null
at_At2g11530 - no entry null
at_At1g10860 - no entry null
at_At3g06800 - no entry null
at_At5g11360 - GO0005554 molecular_function unknown
at_At5g19150 - GO0005554 molecular_function unknown
at_At2g43830 - no entry null
at_At2g43930 - no entry null
at_At1g11140 - no entry null
at_At2g46350 - no entry null
------------------
Rule 1374
eval(_1,_2,9.0e-25-8.0e-10),species(_2,rattus_norvegicus__rat_),keyword(_2,calcium_binding) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,rattus_norvegicus__rat_),keyword(_2,nuclear_protein) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 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),mol_wt(_2,38820.0-54204.0),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),desc(_2,kinase) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 0
-> class GO0005386 "carrier activity"
Evaluation on training data (5617 items):
at_At1g02530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g20350 GO0015450 protein translocase activity
at_At1g28010 GO0004009 ATP-binding cassette (ABC) 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_At1g79900 GO0005476 carnitine/acyl carnitine carrier activity
GO0005488 binding
at_At1g80230 GO0004129 cytochrome-c oxidase activity
at_At2g01090 GO0008121 ubiquinol-cytochrome-c reductase activity
at_At3g46560 GO0015450 protein translocase activity
at_At3g54110 GO0005488 binding
GO0015302 uncoupling protein activity
at_At2g28070 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g29940 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g42210 GO0015450 protein translocase activity
at_At1g10680 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g47380 GO0004129 cytochrome-c oxidase activity
at_At3g08580 GO0005471 ATP\:ADP antiporter activity
GO0005488 binding
at_At3g10860 GO0008121 ubiquinol-cytochrome-c reductase activity
at_At3g13640 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g15640 GO0004129 cytochrome-c oxidase 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_At3g47790 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g52730 GO0008121 ubiquinol-cytochrome-c reductase activity
at_At3g53480 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62150 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62880 GO0015450 protein translocase activity
at_At4g01820 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g16160 GO0015450 protein translocase activity
at_At4g28630 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g32470 GO0008121 ubiquinol-cytochrome-c reductase activity
at_At5g13490 GO0005471 ATP\:ADP antiporter activity
GO0005488 binding
at_At5g25450 GO0008121 ubiquinol-cytochrome-c reductase activity
at_At5g42130 - GO0005215 transporter activity
GO0005488 binding
GO0005524 ATP binding
at_At5g55510 GO0015450 protein translocase activity
at_At5g58270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g61310 GO0004129 cytochrome-c oxidase activity
at_At5g05370 GO0008121 ubiquinol-cytochrome-c reductase activity
at_At5g40780 GO0015359 amino acid permease activity
at_At5g60740 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g04300 GO0015297 antiporter activity
Training Accuracy: 40/41 (97.56%)
Training Frequency class 'GO0005386': 309/5617 (5.50%)
Evaluation on validation data (2787 items):
at_At1g03900 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g07020 - GO0003843 1\,3-beta-glucan synthase activity
GO0005554 molecular_function unknown
at_At1g76280 - GO0005554 molecular_function unknown
GO0016855 racemase and epimerase activity\, acting on amino acids and derivatives
at_At3g10670 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g29530 GO0015450 protein translocase activity
at_At3g28380 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
GO0005315 inorganic phosphate transporter activity
GO0005524 ATP binding
GO0015112 nitrate transporter activity
GO0015114 phosphate transporter activity
GO0015171 amino acid transporter activity
GO0015197 peptide transporter activity
GO0015238 drug transporter activity
GO0015406 ABC-type uptake permease activity
GO0015417 polyamine-transporting ATPase activity
GO0015632 cobalt porter activity
GO0019534 toxin transporter activity
at_At4g03280 GO0009496 plastoquinol-plastocyanin reductase activity
GO0046028 electron transporter\, transferring electrons from cytochrome b6/f complex of photosystem II activity
at_At4g30300 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g32450 - GO0005489 electron transporter activity
GO0005554 molecular_function unknown
at_At5g11690 GO0003677 DNA binding
GO0008170 N-methyltransferase activity
GO0015450 protein translocase activity
at_At5g17400 GO0005471 ATP\:ADP antiporter activity
GO0005488 binding
at_At1g02520 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g72750 GO0015450 protein translocase activity
Validation Accuracy: 10/13 (76.92%)
Validation Frequency class 'GO0005386': 128/2787 (4.59%)
Evaluation on propertest data (4746 items):
at_At1g30290 - GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At1g54350 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g61570 GO0015450 protein translocase activity
at_At4g18050 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g26670 GO0015450 protein translocase activity
at_At5g24650 GO0015450 protein translocase activity
at_At1g15120 GO0008121 ubiquinol-cytochrome-c reductase activity
at_At2g17030 - GO0003677 DNA binding
GO0003685 DNA repair protein
GO0005524 ATP binding
GO0005554 molecular_function unknown
at_At2g36380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g37280 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g04800 GO0015450 protein translocase activity
at_At3g28360 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55320 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62400 - GO0005554 molecular_function unknown
GO0009458 cytochrome
at_At4g01830 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g15230 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g16700 - GO0004609 phosphatidylserine decarboxylase activity
at_At4g28390 GO0005471 ATP\:ADP antiporter activity
GO0005488 binding
at_At4g37830 GO0004129 cytochrome-c oxidase activity
GO0005554 molecular_function unknown
at_At4g39850 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g09470 GO0005488 binding
GO0015302 uncoupling protein activity
at_At5g19760 GO0005488 binding
GO0015302 uncoupling protein 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_At5g58970 GO0005488 binding
GO0015302 uncoupling protein activity
at_At1g27940 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g28900 GO0015267 channel/pore class transporter activity
GO0015450 protein translocase 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
at_At5g57190 - GO0004418 hydroxymethylbilane synthase activity
GO0004609 phosphatidylserine decarboxylase activity
GO0005509 calcium ion binding
Propertest Accuracy: 26/32 (81.25%)
Propertest Frequency class 'GO0005386': 253/4746 (5.33%)
New (unknown) data (2787 items):
at_At1g14040 - GO0005554 molecular_function unknown
at_At1g14560 - GO0005215 transporter activity
GO0005488 binding
at_At1g18900 - GO0005554 molecular_function unknown
at_At1g72820 - GO0005488 binding
at_At1g78180 - GO0005215 transporter activity
GO0005488 binding
at_At2g17270 - GO0005488 binding
at_At2g22500 - GO0005215 transporter activity
GO0005488 binding
at_At2g30100 - GO0005554 molecular_function unknown
at_At2g33820 - GO0005215 transporter activity
GO0005488 binding
at_At2g39750 - GO0005554 molecular_function unknown
at_At2g46320 - GO0005488 binding
at_At3g51870 - GO0005215 transporter activity
GO0005488 binding
at_At4g01100 - GO0005215 transporter activity
GO0005488 binding
at_At4g15010 - GO0005488 binding
at_At4g16450 - GO0005554 molecular_function unknown
at_At4g24570 - GO0005215 transporter activity
GO0005488 binding
at_At4g26180 - GO0005215 transporter activity
GO0005488 binding
at_At4g32400 - GO0005215 transporter activity
GO0005488 binding
at_At5g01340 - GO0005215 transporter activity
GO0005488 binding
at_At5g01500 - GO0005215 transporter activity
GO0005488 binding
at_At5g14040 - GO0005488 binding
at_At5g27390 - GO0005554 molecular_function unknown
at_At5g27520 - GO0005488 binding
at_At5g48970 - GO0005215 transporter activity
GO0005488 binding
at_At5g64970 - GO0005215 transporter activity
GO0005488 binding
at_At1g14140 - GO0005215 transporter activity
GO0005488 binding
at_At4g39460 - GO0005215 transporter activity
GO0005488 binding
at_At1g69290 - GO0005554 molecular_function unknown
at_At1g07030 - GO0005488 binding
at_At1g74240 - GO0005215 transporter activity
GO0005488 binding
at_At2g26360 - GO0005488 binding
at_At4g27940 - GO0005215 transporter activity
GO0005488 binding
at_At5g46800 - GO0005215 transporter activity
GO0005488 binding
at_At5g56450 - GO0005215 transporter activity
GO0005488 binding
at_At5g63000 - GO0005554 molecular_function unknown
at_At5g64520 - GO0005554 molecular_function unknown
at_At5g66380 - GO0005488 binding
at_At2g31400 - GO0005554 molecular_function unknown
at_At1g25380 - GO0005488 binding
at_At1g48510 - GO0005554 molecular_function unknown
at_At1g77400 - GO0005554 molecular_function unknown
at_At2g37890 - GO0005215 transporter activity
GO0005488 binding
at_At2g39060 - GO0005554 molecular_function unknown
at_At5g04810 - GO0005554 molecular_function unknown
at_At5g15640 - GO0005215 transporter activity
GO0005488 binding
at_At2g37010 - GO0005215 transporter activity
at_At2g39970 - GO0005215 transporter activity
GO0005488 binding
at_At2g47490 - GO0005215 transporter activity
GO0005488 binding
at_At3g17910 - GO0005554 molecular_function unknown
at_At3g20240 - GO0005215 transporter activity
GO0005488 binding
at_At3g21390 - GO0005215 transporter activity
GO0005488 binding
at_At3g28344 - no entry null
at_At3g48850 - GO0005215 transporter activity
GO0005488 binding
at_At3g53940 - GO0005215 transporter activity
GO0005488 binding
at_At3g55640 - GO0005215 transporter activity
GO0005488 binding
at_At4g10850 - GO0005554 molecular_function unknown
at_At4g15220 - no entry null
at_At5g26200 - GO0005488 binding
at_At5g50280 - GO0005554 molecular_function unknown
at_At2g30160 - GO0005215 transporter activity
GO0005488 binding
at_At3g05280 - GO0005554 molecular_function unknown
at_At3g05290 - GO0005488 binding
at_At4g11440 - GO0005488 binding
------------------
Rule 1913
eval(_1,_2,4.0e-3-0.1),db_ref(_2,embl) = 1
eval(_1,_2,4.0e-3-0.1),keyword(_2,oxidoreductase),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,hystricognathi),desc(_2,precursor) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,oxidoreductase) = 1
-> class GO0005386 "carrier activity"
Evaluation on training data (5617 items):
at_At1g26380 GO0008891 glycolate oxidase activity
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_At2g34790 GO0009055 electron carrier activity
at_At4g20840 GO0009055 electron carrier activity
at_At4g20860 GO0005198 structural molecule activity
GO0009055 electron carrier activity
GO0016491 oxidoreductase activity
at_At5g17850 GO0005432 calcium\:sodium antiporter activity
GO0015491 cation\:cation antiporter activity
at_At5g44380 GO0009055 electron carrier activity
at_At5g44410 GO0009055 electron carrier activity
Training Accuracy: 13/13 (100.00%)
Training Frequency class 'GO0005386': 309/5617 (5.50%)
Evaluation on validation data (2787 items):
at_At1g30760 GO0009055 electron carrier activity
at_At4g20820 GO0009055 electron carrier activity
GO0016491 oxidoreductase activity
at_At1g01980 GO0009055 electron carrier activity
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0005386': 128/2787 (4.59%)
Evaluation on propertest data (4746 items):
at_At1g30720 GO0009055 electron carrier activity
at_At1g30740 GO0009055 electron carrier activity
at_At2g46740 - GO0005554 molecular_function unknown
GO0008246 electron transfer flavoprotein
at_At1g11770 GO0009055 electron carrier activity
at_At5g44360 GO0009055 electron carrier activity
GO0016491 oxidoreductase activity
at_At5g44390 GO0009055 electron carrier activity
at_At5g44440 GO0009055 electron carrier activity
at_At1g26390 GO0009055 electron carrier activity
at_At5g56970 - GO0004041 amine oxidase (flavin-containing) activity
GO0046420 cytokinin oxidase activity
Propertest Accuracy: 7/9 (77.78%)
Propertest Frequency class 'GO0005386': 253/4746 (5.33%)
New (unknown) data (2787 items):
at_At2g46750 - GO0005554 molecular_function unknown
at_At4g20800 - GO0005554 molecular_function unknown
at_At5g11540 - GO0005554 molecular_function unknown
------------------
Rule 1488
eval(_1,_2,4.0e-3-0.1),classification(_2,rosales) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,epsilonproteobacteria),keyword(_2,transport) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,667.0-1005.0),keyword(_2,mitochondrion) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,atp_binding),desc(_2,chromosome) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,stramenopiles),db_ref(_2,prints) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 1
-> class GO0005386 "carrier activity"
Evaluation on training data (5617 items):
at_At1g63270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g63440 GO0004008 copper-exporting ATPase activity
GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
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_At3g54270 - GO0050307 sucrose-phosphatase activity
at_At3g54540 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g07670 GO0005388 calcium-transporting ATPase activity
at_At2g13610 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_At3g21250 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g47770 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g60160 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_At4g33460 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g33520 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
GO0046872 metal ion binding
at_At4g37270 GO0004008 copper-exporting ATPase activity
at_At5g21930 GO0004008 copper-exporting ATPase activity
GO0005388 calcium-transporting ATPase activity
GO0005507 copper ion binding
GO0005524 ATP binding
GO0008556 potassium-transporting ATPase activity
GO0015444 magnesium-importing ATPase activity
GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
GO0016787 hydrolase activity
GO0016887 ATPase activity
GO0046872 metal ion binding
at_At5g44110 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g06530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g60790 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Training Accuracy: 22/23 (95.65%)
Training Frequency class 'GO0005386': 309/5617 (5.50%)
Evaluation on validation data (2787 items):
at_At3g60970 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g59870 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g64550 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g26910 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g41700 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0015359 amino acid permease activity
at_At2g47390 - GO0005554 molecular_function unknown
GO0016526 G-protein coupled receptor activity\, unknown ligand
at_At3g13090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13100 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g08680 GO0003715 transcription termination factor activity
GO0005224 ATP-binding and phosphorylation-dependent chloride channel activity
GO0005524 ATP binding
GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At5g08690 GO0003715 transcription termination factor activity
GO0005224 ATP-binding and phosphorylation-dependent chloride channel activity
GO0005524 ATP binding
GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At5g09930 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g25210 - GO0005524 ATP binding
GO0008759 UDP-3-O-[3-hydroxymyristoyl] N-acetylglucosamine deacetylase activity
at_At5g61390 - GO0003887 DNA-directed DNA polymerase activity
GO0004527 exonuclease activity
at_At5g61740 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Validation Accuracy: 11/14 (78.57%)
Validation Frequency class 'GO0005386': 128/2787 (4.59%)
Evaluation on propertest data (4746 items):
at_At1g31770 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g04120 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g51420 - GO0050307 sucrose-phosphatase activity
at_At1g66950 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g66980 - GO0008889 glycerophosphodiester phosphodiesterase activity
GO0016301 kinase activity
at_At1g71960 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g01320 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g16340 GO0004009 ATP-binding cassette (ABC) transporter 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_At3g25620 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g47760 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g19210 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g30120 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g02270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g14100 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g44790 GO0004008 copper-exporting ATPase activity
GO0005375 copper ion transporter activity
GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g53850 - GO0016787 hydrolase activity
at_At5g58820 - GO0004289 subtilase activity
at_At5g61700 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g74390 - GO0004527 exonuclease activity
Propertest Accuracy: 18/23 (78.26%)
Propertest Frequency class 'GO0005386': 253/4746 (5.33%)
New (unknown) data (2787 items):
at_At2g33250 - GO0005554 molecular_function unknown
at_At1g25190 - no entry null
------------------
Rule 1954
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),sq_len(_2,485.0-667.0),keyword(_2,mitochondrion) = 1
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,485.0-667.0),classification(_2,metazoa) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,pfam) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),desc(_2,cytochrome) = 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,sordariomycetes),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria),db_ref(_2,tigrfams) = 1
-> class GO0005386 "carrier activity"
Evaluation on training data (5617 items):
at_At1g15160 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g15170 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g15960 - GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At1g16390 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
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_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_At1g21890 - GO0003735 structural constituent of ribosome
GO0005554 molecular_function unknown
at_At1g22150 - GO0015116 sulfate transporter activity
at_At1g23090 - GO0015116 sulfate transporter activity
at_At1g23300 GO0005215 transporter activity
GO0005311 sodium\:dicarboxylate/tricarboxylate symporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g24400 GO0015359 amino acid permease 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_At1g29310 GO0015450 protein translocase activity
at_At1g30400 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0008559 xenobiotic-transporting ATPase activity
at_At1g30560 - GO0004347 glucose-6-phosphate isomerase activity
GO0005215 transporter activity
GO0015075 ion transporter activity
GO0015103 inorganic anion transporter activity
GO0015114 phosphate transporter activity
at_At1g31830 GO0015326 cationic amino acid transporter activity
at_At1g33090 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g33100 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g47240 - GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At1g47530 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g48640 GO0015359 amino acid permease activity
at_At1g50310 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g51460 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g54110 GO0005554 molecular_function unknown
GO0015491 cation\:cation antiporter activity
at_At1g54280 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g54370 GO0005328 neurotransmitter\:sodium symporter activity
GO0015299 solute\:hydrogen antiporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At1g58360 GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g59820 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g05030 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g61630 - GO0005337 nucleoside transporter activity
at_At1g61800 GO0015152 glucose-6-phosphate transporter activity
GO0015297 antiporter activity
at_At1g61890 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g64820 GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g66570 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At1g68710 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g71680 GO0015359 amino acid permease activity
at_At1g71890 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At1g72700 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g73220 - GO0015144 carbohydrate transporter activity
at_At1g77210 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g77380 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g06970 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g79400 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g79610 GO0005216 ion channel activity
GO0005328 neurotransmitter\:sodium symporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At1g80300 GO0005471 ATP\:ADP antiporter activity
at_At1g80510 GO0015359 amino acid permease activity
at_At1g80660 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
at_At2g01110 - GO0009977 delta-pH-dependent transporter activity
at_At3g22910 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g30390 GO0015359 amino acid permease activity
at_At2g01170 GO0015359 amino acid permease activity
at_At2g01980 GO0015385 sodium\:hydrogen antiporter activity
at_At2g02860 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0008515 sucrose transporter activity
GO0015144 carbohydrate transporter activity
at_At2g04070 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At2g04090 GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At2g04100 GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At2g13620 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_At1g08230 GO0015359 amino acid permease activity
at_At2g17500 GO0009672 auxin\:hydrogen symporter activity
at_At2g18960 GO0005515 protein binding
GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
at_At2g21410 - GO0016887 ATPase activity
at_At2g22730 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0015075 ion transporter activity
GO0015103 inorganic anion transporter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
GO0015520 tetracycline\:hydrogen antiporter activity
at_At1g08900 - GO0015144 carbohydrate transporter activity
at_At1g08930 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g26900 GO0005215 transporter activity
GO0008508 bile acid\:sodium symporter activity
at_At2g28180 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At2g30070 - GO0015079 potassium ion transporter activity
at_At2g30300 - GO0005311 sodium\:dicarboxylate/tricarboxylate symporter activity
GO0005554 molecular_function unknown
at_At2g31530 GO0015450 protein translocase activity
at_At2g31910 GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At2g34250 GO0015450 protein translocase activity
at_At2g34960 GO0015326 cationic amino acid transporter activity
at_At2g38060 GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At2g38100 - GO0015171 amino acid transporter activity
GO0015210 uracil transporter activity
at_At2g38120 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At2g38330 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At2g38510 GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At1g10130 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At2g39130 GO0015359 amino acid permease activity
at_At2g39890 GO0015359 amino acid permease activity
at_At2g43240 - GO0005338 nucleotide-sugar transporter activity
at_At2g43330 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g47160 GO0015106 bicarbonate transporter activity
GO0015380 anion exchanger activity
at_At3g08040 GO0005215 transporter activity
GO0015297 antiporter activity
at_At3g10600 GO0015326 cationic amino acid transporter activity
at_At3g12520 - GO0015116 sulfate transporter activity
at_At3g13080 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13900 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g19490 GO0015385 sodium\:hydrogen antiporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At3g19553 GO0015326 cationic amino acid transporter activity
at_At3g21180 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g25410 GO0005215 transporter activity
GO0008508 bile acid\:sodium symporter activity
at_At3g25610 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g26590 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At3g28960 GO0015359 amino acid permease activity
at_At3g47420 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0015075 ion transporter activity
GO0015103 inorganic anion 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_At3g49310 GO0005215 transporter activity
GO0005403 hydrogen\:sugar symporter-transporter activity
GO0005554 molecular_function unknown
at_At3g51860 GO0015368 calcium\:cation antiporter activity
GO0015369 calcium\:hydrogen antiporter activity
GO0015491 cation\:cation 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_At3g55090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55130 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g56200 GO0015359 amino acid permease activity
at_At3g57330 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g60070 - GO0005215 transporter activity
GO0005554 molecular_function unknown
GO0015103 inorganic anion transporter activity
at_At3g60330 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
at_At3g62270 GO0015380 anion exchanger activity
at_At4g00350 GO0005215 transporter activity
GO0005283 sodium\:amino acid transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At4g00370 - GO0008514 organic anion transporter activity
at_At4g02050 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g02700 - GO0015116 sulfate transporter activity
at_At4g10770 - GO0015198 oligopeptide transporter activity
at_At4g11810 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0005554 molecular_function unknown
GO0015103 inorganic anion transporter activity
at_At4g16480 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g18210 - GO0005345 purine transporter activity
at_At4g18270 GO0003824 catalytic activity
GO0015450 protein translocase activity
at_At4g19180 - GO0016787 hydrolase activity
at_At4g21480 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g21910 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At4g22990 GO0005215 transporter activity
GO0005351 sugar porter activity
GO0005554 molecular_function unknown
GO0015103 inorganic anion transporter activity
GO0015144 carbohydrate transporter activity
GO0015355 monocarboxylate porter activity
at_At4g23700 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At4g25220 - GO0004347 glucose-6-phosphate isomerase activity
GO0005215 transporter activity
GO0015103 inorganic anion transporter activity
GO0015114 phosphate transporter activity
at_At1g12500 - GO0008514 organic anion 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_At4g31600 - GO0005215 transporter activity
GO0005338 nucleotide-sugar transporter activity
GO0005554 molecular_function unknown
at_At4g32510 GO0015380 anion exchanger activity
at_At4g35300 GO0005337 nucleoside transporter activity
GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g38050 - GO0015646 permease activity
at_At5g01490 GO0015368 calcium\:cation antiporter activity
GO0015369 calcium\:hydrogen antiporter activity
GO0015491 cation\:cation antiporter activity
at_At5g13580 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g13750 GO0005215 transporter activity
GO0005554 molecular_function unknown
GO0015075 ion transporter activity
GO0015103 inorganic anion transporter activity
GO0015520 tetracycline\:hydrogen antiporter activity
at_At5g14940 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At5g15100 GO0005215 transporter activity
GO0009672 auxin\:hydrogen symporter activity
at_At5g15240 GO0015359 amino acid permease activity
at_At5g19500 GO0005279 amino acid-polyamine transporter activity
at_At5g20380 - GO0005215 transporter activity
GO0005554 molecular_function unknown
GO0015114 phosphate transporter 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_At5g26250 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g27360 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g37060 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g38030 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At5g38630 - GO0008805 carbon-monoxide oxygenase activity
at_At5g38820 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At5g41610 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g43350 GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At5g44240 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g45380 GO0015204 urea transporter activity
GO0015370 solute\:sodium symporter activity
at_At5g49960 - GO0005554 molecular_function unknown
GO0008324 cation transporter activity
at_At5g52860 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g55470 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter 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
at_At5g62890 - GO0015646 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
at_At5g64410 - GO0015198 oligopeptide transporter activity
at_At5g64500 - GO0005215 transporter activity
GO0005554 molecular_function unknown
GO0015075 ion transporter activity
GO0015103 inorganic anion transporter activity
at_At5g65000 - GO0005338 nucleotide-sugar transporter activity
at_At5g65380 GO0005215 transporter activity
GO0015238 drug transporter activity
GO0015297 antiporter activity
at_At5g06170 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At1g12940 - GO0015112 nitrate transporter activity
at_At5g01990 GO0009672 auxin\:hydrogen symporter activity
at_At5g02170 GO0015359 amino acid permease activity
at_At5g04160 - GO0008514 organic anion transporter activity
at_At5g16530 GO0005215 transporter activity
GO0009672 auxin\:hydrogen symporter activity
at_At5g16740 GO0015359 amino acid permease activity
at_At5g17010 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g23270 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g23630 GO0019829 cation-transporting ATPase activity
at_At5g33320 GO0009670 triose-phosphate transporter activity
GO0015297 antiporter activity
at_At5g67330 - GO0005384 manganese ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At1g01790 GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
Training Accuracy: 146/182 (80.22%)
Training Frequency class 'GO0005386': 309/5617 (5.50%)
Evaluation on validation data (2787 items):
at_At4g2