Rule 175
eval(_1,_2,0.0-9.0e-25),classification(_2,methanobacteria) = 1
eval(_1,_2,0.0-9.0e-25),db_ref(_2,pir),desc(_2,factor) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,hydrozoa),db_ref(_2,smart) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),classification(_2,hypocreales) = 0
-> class GO0003743 "translation initiation factor activity"
Evaluation on training data (2915 items):
at_At1g13950 GO0003743 translation initiation factor activity
at_At1g36730 GO0003743 translation initiation factor activity
at_At1g53880 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At1g53900 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At1g69410 GO0003743 translation initiation factor activity
at_At1g71350 GO0003743 translation initiation factor activity
at_At1g76720 GO0003743 translation initiation factor activity
at_At1g77840 GO0003743 translation initiation factor activity
at_At2g04520 GO0003743 translation initiation factor activity
at_At2g05830 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At3g07300 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At3g07920 GO0003743 translation initiation factor activity
at_At3g55620 GO0003743 translation initiation factor activity
at_At5g01940 GO0003743 translation initiation factor activity
at_At5g20920 GO0003743 translation initiation factor activity
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'GO0003743': 38/2915 (1.30%)
Evaluation on validation data (1468 items):
at_At2g39820 GO0003743 translation initiation factor activity
at_At5g05470 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At5g35680 GO0003743 translation initiation factor activity
at_At1g48970 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At1g72340 GO0003743 translation initiation factor activity
GO0005525 GTP binding
Validation Accuracy: 5/5 (100.00%)
Validation Frequency class 'GO0003743': 13/1468 (0.89%)
Evaluation on propertest data (2516 items):
at_At1g26630 GO0003743 translation initiation factor activity
at_At1g01210 - GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003899 DNA-directed RNA polymerase activity
at_At1g08260 - GO0003887 DNA-directed DNA polymerase activity
at_At2g44070 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At3g27380 - GO0000104 succinate dehydrogenase activity
GO0005489 electron transporter activity
at_At4g30600 - GO0005525 GTP binding
GO0008548 signal-recognition-particle GTPase activity
at_At5g61070 - GO0004407 histone deacetylase activity
at_At1g21640 - GO0003951 NAD+ kinase activity
Propertest Accuracy: 2/8 (25.00%)
Propertest Frequency class 'GO0003743': 19/2516 (0.76%)
New (unknown) data (1468 items):
at_At1g11040 - GO0003754 chaperone activity
at_At1g55520 - GO0003677 DNA binding
GO0003702 RNA polymerase II transcription factor activity
GO0017025 TATA-binding protein binding
at_At1g68890 - GO0005554 molecular_function unknown
at_At2g40290 - GO0003723 RNA binding
at_At3g58730 - GO0000260 hydrogen-translocating V-type ATPase activity
at_At4g14250 - GO0005554 molecular_function unknown
at_At4g21180 - GO0003754 chaperone activity
at_At5g18750 - GO0003754 chaperone activity
at_At5g59610 - GO0003754 chaperone activity
at_At5g66950 - GO0005554 molecular_function unknown
at_At1g76820 - GO0005554 molecular_function unknown
at_At1g79940 - GO0003754 chaperone activity
at_At1g16680 - GO0003754 chaperone activity
at_At4g04670 - GO0005554 molecular_function unknown
at_At3g04980 - GO0003754 chaperone activity
at_At3g13445 - GO0003677 DNA binding
GO0003702 RNA polymerase II transcription factor activity
at_At4g37480 - GO0003754 chaperone activity
at_At1g76810 - GO0008135 translation factor activity\, nucleic acid binding
------------------
Rule 316
eval(_1,_2,0.0-9.0e-25),classification(_2,orthopteroidea) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,prints) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,electron_transport) = 0
-> class GO0003755 "peptidyl-prolyl cis-trans isomerase activity"
Evaluation on training data (2915 items):
at_At1g01940 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At1g26940 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At2g16600 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At2g21130 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At2g38730 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At3g55920 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At3g56070 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0016018 cyclosporin A binding
GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At4g33060 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At4g34870 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At4g34960 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At4g38740 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At5g13120 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At5g35100 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At5g67530 GO0003755 peptidyl-prolyl cis-trans isomerase activity
Training Accuracy: 14/14 (100.00%)
Training Frequency class 'GO0003755': 24/2915 (0.82%)
Evaluation on validation data (1468 items):
at_At2g36130 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At2g47320 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At3g66654 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At3g14070 - GO0015491 cation\:cation antiporter activity
at_At3g15520 GO0003755 peptidyl-prolyl cis-trans isomerase activity
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'GO0003755': 8/1468 (0.54%)
Evaluation on propertest data (2516 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_At5g05670 - GO0005047 signal recognition particle binding
at_At5g51420 - GO0008415 acyltransferase activity
at_At5g58710 GO0003755 peptidyl-prolyl cis-trans isomerase activity
Propertest Accuracy: 6/8 (75.00%)
Propertest Frequency class 'GO0003755': 12/2516 (0.48%)
New (unknown) data (1468 items):
at_At2g15790 - GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At2g37510 - GO0003723 RNA binding
at_At3g14200 - GO0003754 chaperone activity
at_At3g44600 - no entry null
at_At4g21270 - GO0008569 minus-end-directed microtubule motor activity
at_At4g28770 - GO0005554 molecular_function unknown
at_At5g61670 - GO0005554 molecular_function unknown
at_At5g62780 - GO0003754 chaperone activity
at_At3g23830 - GO0003723 RNA binding
at_At5g06210 - GO0003723 RNA binding
at_At1g32090 - GO0005554 molecular_function unknown
at_At5g47320 - GO0003723 RNA binding
at_At2g01710 - GO0003754 chaperone activity
at_At2g03250 - GO0005554 molecular_function unknown
at_At3g63400 - no entry null
at_At4g13850 - GO0003723 RNA binding
at_At4g32420 - no entry null
at_At5g17840 - GO0005554 molecular_function unknown
------------------
Rule 298
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,vibrionales) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,oryctolagus_cuniculus__rabbit_),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,serine) = 0
-> class GO0003755 "peptidyl-prolyl cis-trans isomerase activity"
Evaluation on training data (2915 items):
at_At2g43560 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g25220 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g25230 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005516 calmodulin binding
GO0005528 FK506 binding
at_At4g39710 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g05420 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g13410 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g45680 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g48580 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g64350 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'GO0003755': 24/2915 (0.82%)
Evaluation on validation data (1468 items):
at_At3g10060 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g55520 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0003755': 8/1468 (0.54%)
Evaluation on propertest data (2516 items):
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: 2/2 (100.00%)
Propertest Frequency class 'GO0003755': 12/2516 (0.48%)
New (unknown) data (1468 items):
at_At1g70590 - GO0005554 molecular_function unknown
at_At3g12330 - no entry null
------------------
Rule 117
eval(_1,_2,0.0-9.0e-25),keyword(_2,complete_proteome),desc(_2,probable) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,prints) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),keyword(_2,transcription_regulation) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transferase) = 0
-> class GO0003779 "actin binding"
Evaluation on training data (2915 items):
at_At2g43800 GO0003779 actin binding
at_At3g07540 GO0003779 actin binding
at_At4g15200 GO0003779 actin binding
at_At5g07740 GO0003779 actin binding
at_At5g48360 GO0003779 actin binding
at_At5g54650 GO0003779 actin binding
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0003779': 9/2915 (0.31%)
Evaluation on validation data (1468 items):
at_At1g70140 GO0003779 actin binding
at_At5g05560 - GO0004842 ubiquitin-protein ligase activity
at_At1g24150 GO0003779 actin binding
at_At5g67470 GO0003779 actin binding
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'GO0003779': 8/1468 (0.54%)
Evaluation on propertest data (2516 items):
at_At1g59910 GO0003779 actin binding
at_At3g05470 GO0003779 actin binding
at_At3g25500 GO0003779 actin binding
at_At5g23150 - GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At5g07770 GO0003779 actin binding
at_At5g07780 GO0003779 actin binding
GO0005554 molecular_function unknown
Propertest Accuracy: 5/6 (83.33%)
Propertest Frequency class 'GO0003779': 10/2516 (0.40%)
New (unknown) data (1468 items):
at_At1g02110 - GO0005554 molecular_function unknown
at_At3g51290 - GO0005554 molecular_function unknown
at_At3g52140 - GO0005554 molecular_function unknown
at_At4g22970 - no entry null
at_At4g28470 - GO0005554 molecular_function unknown
at_At4g37500 - GO0003824 catalytic activity
at_At5g60150 - GO0005554 molecular_function unknown
at_At5g62760 - GO0005554 molecular_function unknown
at_At1g52320 - GO0005554 molecular_function unknown
at_At1g76150 - GO0016491 oxidoreductase activity
at_At2g20960 - GO0005554 molecular_function unknown
at_At4g34260 - GO0005554 molecular_function unknown
at_At1g42980 - GO0005554 molecular_function unknown
at_At1g04810 - GO0005554 molecular_function unknown
at_At5g15870 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At2g20580 - GO0005554 molecular_function unknown
at_At2g34670 - GO0005554 molecular_function unknown
at_At5g17790 - GO0005488 binding
at_At5g38840 - GO0005554 molecular_function unknown
------------------
Rule 655
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,membrane),db_ref(_2,tigr) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,hydrozoa),db_ref(_2,smart) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),desc(_2,probable) = 1
-> class GO0003924 "GTPase activity"
Evaluation on training data (2915 items):
at_At1g09180 GO0003926 ARF small monomeric GTPase activity
at_At1g10630 GO0003926 ARF small monomeric GTPase activity
at_At1g70490 GO0003926 ARF small monomeric GTPase activity
at_At2g15310 GO0003926 ARF small monomeric GTPase activity
at_At2g18390 GO0003926 ARF small monomeric GTPase activity
at_At2g47170 GO0003926 ARF small monomeric GTPase activity
at_At3g22950 GO0003926 ARF small monomeric GTPase activity
at_At3g62560 GO0003926 ARF small monomeric GTPase activity
at_At5g14670 GO0003926 ARF small monomeric GTPase activity
at_At5g17060 GO0003926 ARF small monomeric GTPase activity
at_At5g37680 GO0003926 ARF small monomeric GTPase activity
at_At5g52210 GO0003926 ARF small monomeric GTPase activity
Training Accuracy: 12/12 (100.00%)
Training Frequency class 'GO0003924': 25/2915 (0.86%)
Evaluation on validation data (1468 items):
at_At1g56330 GO0003926 ARF small monomeric GTPase activity
at_At1g06400 - GO0005525 GTP binding
at_At3g49870 GO0003926 ARF small monomeric GTPase activity
Validation Accuracy: 2/3 (66.67%)
Validation Frequency class 'GO0003924': 6/1468 (0.41%)
Evaluation on propertest data (2516 items):
at_At1g23490 GO0003926 ARF small monomeric GTPase activity
at_At1g02430 GO0003926 ARF small monomeric GTPase activity
at_At3g62290 GO0003926 ARF small monomeric GTPase activity
at_At5g05670 - GO0005047 signal recognition particle binding
at_At5g67560 GO0003926 ARF small monomeric GTPase activity
at_At1g02440 GO0003926 ARF small monomeric GTPase activity
at_At3g02850 - GO0005242 inward rectifier potassium channel activity
GO0015271 outward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At3g03120 GO0003926 ARF small monomeric GTPase activity
at_At3g49860 GO0003926 ARF small monomeric GTPase activity
at_At4g02080 GO0003926 ARF small monomeric GTPase activity
Propertest Accuracy: 8/10 (80.00%)
Propertest Frequency class 'GO0003924': 21/2516 (0.83%)
New (unknown) data (1468 items):
------------------
Rule 238
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,hydrolase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,ovis) = 1
-> class GO0004175 "endopeptidase activity"
Evaluation on training data (2915 items):
at_At1g01300 GO0004194 pepsin A activity
at_At1g11910 GO0004194 pepsin A activity
at_At1g31450 GO0004194 pepsin A activity
at_At1g79720 GO0004194 pepsin A activity
at_At2g17760 GO0004194 pepsin A activity
at_At2g28010 GO0004194 pepsin A activity
at_At3g51330 GO0004194 pepsin A activity
at_At3g61820 GO0004194 pepsin A activity
at_At4g04460 GO0004194 pepsin A activity
at_At5g10080 GO0004194 pepsin A activity
at_At5g10760 GO0004194 pepsin A activity
at_At5g33340 GO0004194 pepsin A activity
Training Accuracy: 12/12 (100.00%)
Training Frequency class 'GO0004175': 46/2915 (1.58%)
Evaluation on validation data (1468 items):
at_At3g51340 GO0004194 pepsin A activity
at_At3g51350 GO0004194 pepsin A activity
at_At3g51360 GO0004194 pepsin A activity
at_At4g35880 GO0004194 pepsin A activity
at_At1g15080 - GO0008195 phosphatidate phosphatase activity
at_At1g62290 GO0004194 pepsin A activity
Validation Accuracy: 5/6 (83.33%)
Validation Frequency class 'GO0004175': 27/1468 (1.84%)
Evaluation on propertest data (2516 items):
at_At1g25510 GO0004194 pepsin A activity
at_At1g64830 GO0004194 pepsin A activity
at_At2g03200 GO0004194 pepsin A activity
at_At2g28030 GO0004194 pepsin A activity
at_At2g28040 GO0004194 pepsin A activity
at_At2g28220 GO0004194 pepsin A activity
at_At3g18490 GO0004194 pepsin A activity
at_At3g20015 GO0004194 pepsin A activity
at_At4g30040 GO0004194 pepsin A activity
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'GO0004175': 40/2516 (1.59%)
New (unknown) data (1468 items):
at_At1g09750 - GO0005554 molecular_function unknown
at_At1g17870 - GO0005554 molecular_function unknown
at_At1g25290 - GO0005554 molecular_function unknown
at_At1g53090 - GO0004871 signal transducer activity
GO0005554 molecular_function unknown
at_At1g66180 - no entry null
at_At1g69100 - no entry null
at_At1g77480 - GO0005554 molecular_function unknown
at_At2g36670 - no entry null
at_At2g42980 - no entry null
at_At3g50050 - no entry null
at_At3g52500 - no entry null
at_At4g16560 - GO0005554 molecular_function unknown
at_At4g22050 - no entry null
at_At4g29380 - no entry null
at_At5g10770 - GO0003677 DNA binding
at_At5g19110 - GO0005554 molecular_function unknown
at_At5g37540 - no entry null
at_At5g45120 - no entry null
at_At5g66450 - GO0005554 molecular_function unknown
at_At1g03230 - GO0005554 molecular_function unknown
at_At1g05840 - no entry null
at_At3g59080 - no entry null
at_At3g12700 - no entry null
at_At5g07030 - no entry null
at_At5g18530 - GO0005554 molecular_function unknown
at_At5g33350 - no entry null
at_At5g41730 - GO0016301 kinase activity
at_At1g49050 - no entry null
at_At1g03220 - GO0005554 molecular_function unknown
at_At1g61850 - GO0005554 molecular_function unknown
at_At3g25700 - GO0005554 molecular_function unknown
at_At4g12920 - no entry null
at_At5g05740 - no entry null
at_At5g19120 - GO0005554 molecular_function unknown
at_At5g22850 - no entry null
at_At1g08210 - no entry null
at_At3g02740 - no entry null
at_At3g42550 - no entry null
at_At5g35220 - no entry null
at_At5g43100 - no entry null
------------------
Rule 426
eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,serine) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,serine) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,homo) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,alveolata) = 0
-> class GO0004175 "endopeptidase activity"
Evaluation on training data (2915 items):
at_At1g04110 GO0004252 serine-type endopeptidase activity
GO0004289 subtilase activity
at_At1g20150 GO0004289 subtilase activity
at_At1g32950 GO0004289 subtilase activity
at_At2g32480 GO0004222 metalloendopeptidase activity
at_At2g47940 GO0004252 serine-type endopeptidase activity
GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At3g14240 GO0004289 subtilase activity
at_At4g10550 GO0004289 subtilase activity
at_At5g51750 GO0004289 subtilase activity
at_At5g58830 GO0004289 subtilase activity
at_At5g59120 GO0004289 subtilase activity
at_At5g59130 GO0004289 subtilase activity
Training Accuracy: 11/11 (100.00%)
Training Frequency class 'GO0004175': 46/2915 (1.58%)
Evaluation on validation data (1468 items):
at_At4g10530 GO0004289 subtilase activity
at_At4g10540 GO0004289 subtilase activity
at_At1g30600 GO0004289 subtilase activity
at_At1g53730 - GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g05140 GO0004222 metalloendopeptidase activity
at_At1g66210 GO0004289 subtilase activity
at_At5g44530 GO0004289 subtilase activity
at_At5g45650 GO0004289 subtilase activity
at_At5g58810 GO0004289 subtilase activity
at_At5g59810 GO0004289 subtilase activity
at_At1g62340 GO0004289 subtilase activity
Validation Accuracy: 10/11 (90.91%)
Validation Frequency class 'GO0004175': 27/1468 (1.84%)
Evaluation on propertest data (2516 items):
at_At1g32940 GO0004289 subtilase activity
at_At1g01900 GO0004289 subtilase activity
at_At4g10510 GO0004289 subtilase activity
at_At4g21630 GO0004289 subtilase activity
at_At5g03620 GO0004289 subtilase activity
at_At5g11940 GO0004289 subtilase activity
at_At5g27660 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g40200 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g45640 GO0004289 subtilase activity
at_At5g58820 GO0004289 subtilase activity
at_At5g59090 GO0004289 subtilase activity
at_At5g59100 GO0004289 subtilase activity
at_At5g67360 GO0004252 serine-type endopeptidase activity
GO0004289 subtilase activity
at_At1g20160 GO0004289 subtilase activity
Propertest Accuracy: 14/14 (100.00%)
Propertest Frequency class 'GO0004175': 40/2516 (1.59%)
New (unknown) data (1468 items):
at_At1g32980 - no entry null
at_At1g43750 - GO0005554 molecular_function unknown
at_At2g16620 - GO0005554 molecular_function unknown
at_At4g17740 - no entry null
at_At4g21320 - GO0005554 molecular_function unknown
at_At4g20850 - no entry null
at_At3g03390 - no entry null
at_At3g57680 - no entry null
at_At4g20310 - GO0005554 molecular_function unknown
at_At4g21640 - no entry null
at_At5g19660 - no entry null
------------------
Rule 313
eval(_1,_2,0.0-9.0e-25),classification(_2,marchantiophyta) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,prints) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,electron_transport) = 0
-> class GO0004175 "endopeptidase activity"
Evaluation on training data (2915 items):
at_At1g02560 GO0008462 endopeptidase Clp activity
at_At1g11750 GO0004176 ATP-dependent peptidase activity
GO0008462 endopeptidase Clp activity
at_At1g49970 GO0008462 endopeptidase Clp activity
at_At1g66670 GO0008462 endopeptidase Clp activity
at_At1g73990 GO0004252 serine-type endopeptidase activity
GO0008981 protease IV activity
at_At4g17040 GO0008462 endopeptidase Clp activity
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0004175': 46/2915 (1.58%)
Evaluation on validation data (1468 items):
at_At1g09130 GO0008462 endopeptidase Clp activity
at_At5g45390 GO0008462 endopeptidase Clp activity
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0004175': 27/1468 (1.84%)
Evaluation on propertest data (2516 items):
at_At1g60550 - GO0008935 naphthoate synthase activity
at_At1g67500 - GO0003894 zeta DNA polymerase activity
at_At1g08260 - GO0003887 DNA-directed DNA polymerase activity
at_At1g12410 GO0008462 endopeptidase Clp activity
at_At4g32500 - GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At5g23140 GO0008462 endopeptidase Clp activity
Propertest Accuracy: 2/6 (33.33%)
Propertest Frequency class 'GO0004175': 40/2516 (1.59%)
New (unknown) data (1468 items):
at_At1g04270 - GO0003735 structural constituent of ribosome
at_At1g05190 - GO0003735 structural constituent of ribosome
at_At1g14040 - GO0005554 molecular_function unknown
at_At3g22300 - GO0003735 structural constituent of ribosome
at_At5g43640 - GO0003735 structural constituent of ribosome
at_At2g18400 - GO0003735 structural constituent of ribosome
at_At1g32090 - GO0005554 molecular_function unknown
at_At1g35350 - GO0005554 molecular_function unknown
at_At1g68740 - GO0005554 molecular_function unknown
at_At5g47320 - GO0003723 RNA binding
at_At2g03250 - GO0005554 molecular_function unknown
at_At2g03260 - GO0005554 molecular_function unknown
at_At3g03600 - GO0003735 structural constituent of ribosome
at_At3g04770 - GO0003735 structural constituent of ribosome
at_At3g09680 - 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_At5g63070 - GO0003735 structural constituent of ribosome
at_At3g49730 - GO0005554 molecular_function unknown
at_At4g25350 - GO0005554 molecular_function unknown
------------------
Rule 318
eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,phosphorylation) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,phaseoleae),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),desc(_2,putative) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,synechocystis) = 0
-> class GO0004364 "glutathione transferase activity"
Evaluation on training data (2915 items):
at_At1g02920 GO0004364 glutathione transferase activity
at_At1g02930 GO0004364 glutathione transferase activity
at_At1g02940 GO0004364 glutathione transferase activity
at_At1g02950 GO0004364 glutathione transferase activity
at_At1g10360 GO0004364 glutathione transferase activity
at_At1g17170 GO0004364 glutathione transferase activity
GO0004672 protein kinase activity
at_At1g53680 GO0004364 glutathione transferase activity
at_At1g59670 GO0004364 glutathione transferase activity
at_At1g59700 GO0004364 glutathione transferase activity
at_At1g69920 GO0004364 glutathione transferase activity
at_At1g78320 GO0004364 glutathione transferase activity
at_At1g78360 GO0004364 glutathione transferase activity
GO0004672 protein kinase activity
at_At1g78370 GO0004364 glutathione transferase activity
at_At1g78380 GO0004364 glutathione transferase activity
at_At2g29450 GO0004364 glutathione transferase activity
at_At2g29460 GO0004364 glutathione transferase activity
at_At2g29490 GO0004364 glutathione transferase activity
at_At2g30860 GO0004364 glutathione transferase activity
at_At3g09270 GO0004364 glutathione transferase activity
at_At3g43800 GO0004364 glutathione transferase activity
at_At5g44000 GO0004364 glutathione transferase activity
at_At5g62480 GO0004364 glutathione transferase activity
Training Accuracy: 22/22 (100.00%)
Training Frequency class 'GO0004364': 23/2915 (0.79%)
Evaluation on validation data (1468 items):
at_At1g74590 GO0004364 glutathione transferase activity
at_At2g02380 GO0004364 glutathione transferase activity
at_At2g02930 GO0004364 glutathione transferase activity
at_At2g29470 GO0004364 glutathione transferase activity
at_At1g10370 GO0004364 glutathione transferase activity
at_At2g47730 GO0004364 glutathione transferase activity
at_At5g17220 GO0004364 glutathione transferase activity
at_At5g41240 GO0004364 glutathione transferase activity
at_At1g27140 GO0004364 glutathione transferase activity
Validation Accuracy: 9/9 (100.00%)
Validation Frequency class 'GO0004364': 9/1468 (0.61%)
Evaluation on propertest data (2516 items):
at_At1g27130 GO0004364 glutathione transferase activity
at_At1g49860 GO0004364 glutathione transferase activity
at_At1g69930 GO0004364 glutathione transferase activity
at_At1g78340 GO0004364 glutathione transferase activity
at_At1g17180 GO0004364 glutathione transferase activity
at_At1g17190 GO0004364 glutathione transferase activity
at_At2g02390 GO0004364 glutathione transferase activity
at_At2g29420 GO0004364 glutathione transferase activity
at_At2g29440 GO0004364 glutathione transferase activity
at_At2g29480 GO0004364 glutathione transferase activity
at_At2g30870 GO0004364 glutathione transferase activity
at_At3g62760 GO0004364 glutathione transferase activity
at_At5g41210 GO0004364 glutathione transferase activity
at_At3g03190 GO0004364 glutathione transferase activity
at_At4g02520 GO0004364 glutathione transferase activity
Propertest Accuracy: 15/15 (100.00%)
Propertest Frequency class 'GO0004364': 16/2516 (0.64%)
New (unknown) data (1468 items):
at_At1g22380 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g77290 - GO0005554 molecular_function unknown
at_At3g55040 - GO0005554 molecular_function unknown
at_At5g02780 - GO0005554 molecular_function unknown
at_At5g02790 - GO0005554 molecular_function unknown
at_At5g45020 - GO0005554 molecular_function unknown
at_At2g19080 - GO0005554 molecular_function unknown
at_At4g19880 - GO0005554 molecular_function unknown
at_At5g42150 - GO0005554 molecular_function unknown
------------------
Rule 232
eval(_1,_2,0.0-9.0e-25),classification(_2,paccad_clade),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,escherichia),db_ref(_2,smart) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,serine) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,hydrolase) = 1
-> class GO0004518 "nuclease activity"
Evaluation on training data (2915 items):
at_At1g01880 GO0004518 nuclease activity
at_At1g18090 GO0004518 nuclease activity
at_At1g56310 GO0003676 nucleic acid binding
GO0008408 3'-5'-exonuclease activity
at_At1g60080 GO0000175 3'-5'-exoribonuclease activity
GO0003723 RNA binding
at_At2g25910 GO0003676 nucleic acid binding
GO0008408 3'-5'-exonuclease activity
at_At2g26970 GO0004527 exonuclease activity
at_At3g12990 GO0000175 3'-5'-exoribonuclease activity
GO0003723 RNA binding
at_At3g48900 GO0004518 nuclease activity
at_At3g50100 GO0004527 exonuclease activity
at_At4g13870 GO0003676 nucleic acid binding
GO0008408 3'-5'-exonuclease activity
at_At4g37510 GO0003723 RNA binding
GO0004525 ribonuclease III activity
at_At4g39810 GO0004527 exonuclease activity
at_At5g24340 GO0003676 nucleic acid binding
GO0008408 3'-5'-exonuclease activity
at_At5g26680 GO0004518 nuclease activity
at_At5g26940 GO0004527 exonuclease activity
at_At5g35910 GO0003676 nucleic acid binding
GO0008408 3'-5'-exonuclease activity
at_At5g45150 GO0003725 double-stranded RNA binding
GO0004525 ribonuclease III activity
Training Accuracy: 17/17 (100.00%)
Training Frequency class 'GO0004518': 51/2915 (1.75%)
Evaluation on validation data (1468 items):
at_At1g54440 GO0003676 nucleic acid binding
GO0008408 3'-5'-exonuclease activity
at_At3g15140 GO0004527 exonuclease activity
at_At1g21710 GO0005554 molecular_function unknown
GO0008534 purine-specific oxidized base lesion DNA N-glycosylase activity
at_At5g02250 GO0003723 RNA binding
GO0004540 ribonuclease activity
at_At5g07710 GO0004527 exonuclease activity
Validation Accuracy: 5/5 (100.00%)
Validation Frequency class 'GO0004518': 22/1468 (1.50%)
Evaluation on propertest data (2516 items):
at_At1g29630 GO0004518 nuclease activity
at_At1g79230 - GO0004792 thiosulfate sulfurtransferase activity
GO0005554 molecular_function unknown
GO0016783 sulfurtransferase activity
GO0016784 3-mercaptopyruvate sulfurtransferase activity
at_At2g17510 GO0003723 RNA binding
GO0004540 ribonuclease activity
at_At3g07750 GO0000175 3'-5'-exoribonuclease activity
GO0003723 RNA binding
at_At3g60500 GO0000175 3'-5'-exoribonuclease activity
GO0003723 RNA binding
at_At5g05540 GO0004527 exonuclease activity
Propertest Accuracy: 5/6 (83.33%)
Propertest Frequency class 'GO0004518': 27/2516 (1.07%)
New (unknown) data (1468 items):
at_At1g09280 - GO0005554 molecular_function unknown
at_At1g17850 - GO0005554 molecular_function unknown
at_At3g10010 - no entry null
at_At3g11770 - GO0005554 molecular_function unknown
at_At4g12740 - no entry null
at_At5g48350 - GO0005554 molecular_function unknown
at_At1g05900 - GO0005554 molecular_function unknown
at_At2g04270 - GO0005554 molecular_function unknown
at_At2g32420 - no entry null
at_At3g07930 - no entry null
at_At3g47830 - GO0005554 molecular_function unknown
at_At1g24450 - no entry null
at_At5g40290 - GO0003824 catalytic activity
at_At2g31450 - GO0005554 molecular_function unknown
at_At1g03360 - no entry null
at_At1g34380 - GO0003824 catalytic activity
at_At5g04570 - no entry null
at_At3g20420 - no entry null
at_At3g26840 - no entry null
at_At3g50880 - no entry null
at_At5g41120 - no entry null
at_At5g46390 - no entry null
------------------
Rule 33
eval(_1,_2,4.0e-3-0.1),db_ref(_2,smart) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,metazoa),desc(_2,transcription) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,hydrolase) = 0
-> class GO0004518 "nuclease activity"
Evaluation on training data (2915 items):
at_At1g06450 GO0004540 ribonuclease activity
at_At1g27890 GO0004540 ribonuclease activity
at_At1g55870 GO0004540 ribonuclease activity
at_At2g32070 GO0004540 ribonuclease activity
at_At3g44260 GO0004540 ribonuclease activity
Training Accuracy: 5/5 (100.00%)
Training Frequency class 'GO0004518': 51/2915 (1.75%)
Evaluation on validation data (1468 items):
at_At5g48640 - GO0004693 cyclin-dependent protein kinase activity
at_At1g61470 GO0004540 ribonuclease activity
at_At1g80780 GO0004540 ribonuclease activity
at_At1g17880 - GO0003700 transcription factor activity
at_At5g22250 GO0004540 ribonuclease activity
at_At1g27630 - GO0004693 cyclin-dependent protein kinase activity
at_At1g15920 GO0004540 ribonuclease activity
Validation Accuracy: 4/7 (57.14%)
Validation Frequency class 'GO0004518': 22/1468 (1.50%)
Evaluation on propertest data (2516 items):
at_At3g25430 GO0004540 ribonuclease activity
at_At5g10960 GO0004540 ribonuclease activity
at_At1g30500 - GO0003700 transcription factor activity
Propertest Accuracy: 2/3 (66.67%)
Propertest Frequency class 'GO0004518': 27/2516 (1.07%)
New (unknown) data (1468 items):
at_At1g02680 - no entry null
at_At1g55520 - GO0003677 DNA binding
GO0003702 RNA polymerase II transcription factor activity
GO0017025 TATA-binding protein binding
at_At1g61980 - GO0005554 molecular_function unknown
at_At1g62010 - GO0005554 molecular_function unknown
at_At3g25940 - no entry null
at_At4g14600 - GO0005554 molecular_function unknown
at_At4g20330 - GO0005554 molecular_function unknown
at_At4g24440 - no entry null
at_At5g07900 - GO0005554 molecular_function unknown
at_At5g55040 - GO0003677 DNA binding
at_At1g04950 - no entry null
at_At1g56380 - GO0005554 molecular_function unknown
at_At3g46950 - GO0005554 molecular_function unknown
at_At4g31720 - no entry null
at_At1g20000 - GO0016986 transcription initiation factor activity
at_At1g73230 - GO0005554 molecular_function unknown
at_At1g75510 - no entry null
at_At3g52270 - GO0005554 molecular_function unknown
at_At2g36000 - GO0005554 molecular_function unknown
at_At3g13445 - GO0003677 DNA binding
GO0003702 RNA polymerase II transcription factor activity
------------------
Rule 521
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,eurosids_i) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 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),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 1
-> class GO0004601 "peroxidase activity"
Evaluation on training data (2915 items):
at_At1g30870 GO0004601 peroxidase activity
at_At1g71695 GO0004601 peroxidase activity
at_At1g77100 GO0004601 peroxidase activity
at_At2g18140 GO0004601 peroxidase activity
at_At2g35380 GO0004601 peroxidase activity
at_At2g38380 GO0004601 peroxidase activity
at_At2g38390 GO0004601 peroxidase activity
at_At2g43480 GO0004601 peroxidase activity
at_At3g28200 GO0004601 peroxidase activity
at_At3g49960 GO0004601 peroxidase activity
at_At3g50990 GO0004601 peroxidase activity
at_At4g08770 GO0004601 peroxidase activity
at_At4g08780 GO0004601 peroxidase activity
at_At4g16270 GO0004601 peroxidase activity
at_At4g17690 GO0004601 peroxidase activity
at_At4g26010 GO0004601 peroxidase activity
at_At4g30170 GO0004601 peroxidase activity
at_At4g37530 GO0004601 peroxidase activity
at_At5g05340 GO0004601 peroxidase activity
at_At5g06730 GO0004601 peroxidase activity
at_At5g15180 GO0004601 peroxidase activity
at_At5g17820 GO0004601 peroxidase activity
at_At5g19880 GO0004601 peroxidase activity
at_At5g19890 GO0004601 peroxidase activity
at_At5g24070 GO0004601 peroxidase activity
at_At5g39580 GO0004601 peroxidase activity
at_At5g47000 GO0004601 peroxidase activity
at_At5g51890 GO0004601 peroxidase activity
at_At5g58390 GO0004601 peroxidase activity
at_At5g58400 GO0004601 peroxidase activity
at_At5g66390 GO0004601 peroxidase activity
at_At5g67400 GO0004601 peroxidase activity
Training Accuracy: 32/32 (100.00%)
Training Frequency class 'GO0004601': 33/2915 (1.13%)
Evaluation on validation data (1468 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_At4g33420 GO0004601 peroxidase activity
at_At4g33870 GO0004601 peroxidase activity
at_At4g37520 GO0004601 peroxidase activity
at_At5g06720 GO0004601 peroxidase activity
at_At5g22410 GO0004601 peroxidase activity
Validation Accuracy: 14/15 (93.33%)
Validation Frequency class 'GO0004601': 14/1468 (0.95%)
Evaluation on propertest data (2516 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_At2g37130 GO0004601 peroxidase activity
GO0005554 molecular_function unknown
at_At2g39040 GO0004601 peroxidase activity
at_At3g01190 GO0004601 peroxidase activity
at_At3g03670 GO0004601 peroxidase activity
at_At3g17070 GO0004601 peroxidase activity
at_At3g49110 GO0004601 peroxidase activity
at_At3g49120 GO0004601 peroxidase activity
at_At4g21960 GO0004601 peroxidase activity
at_At4g36430 GO0004601 peroxidase activity
at_At5g40150 GO0004601 peroxidase activity
at_At5g42180 GO0004601 peroxidase activity
at_At1g14540 GO0004601 peroxidase activity
at_At1g14550 GO0004601 peroxidase activity
at_At1g24110 GO0004601 peroxidase activity
at_At1g44970 GO0004601 peroxidase activity
at_At1g68850 GO0004601 peroxidase activity
at_At2g18150 GO0004601 peroxidase activity
at_At3g42570 GO0004601 peroxidase activity
at_At4g11290 GO0004601 peroxidase activity
at_At5g64100 GO0004601 peroxidase activity
at_At5g64110 GO0004601 peroxidase activity
at_At5g64120 GO0004601 peroxidase activity
Propertest Accuracy: 29/30 (96.67%)
Propertest Frequency class 'GO0004601': 29/2516 (1.15%)
New (unknown) data (1468 items):
at_At3g32980 - no entry null
------------------
Rule 404
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,viruses),db_ref(_2,smart) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,sorghum),db_ref(_2,pfam) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 1
-> class GO0004673 "protein-histidine kinase activity"
Evaluation on training data (2915 items):
at_At2g01830 GO0004673 protein-histidine kinase activity
at_At2g17820 GO0004673 protein-histidine kinase activity
GO0005034 osmosensor activity
GO0009927 histidine phosphotransfer kinase activity
at_At2g40940 GO0004673 protein-histidine kinase activity
at_At3g23150 GO0004673 protein-histidine kinase activity
at_At5g10720 GO0004673 protein-histidine kinase activity
at_At5g35750 GO0004673 protein-histidine kinase activity
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0004673': 6/2915 (0.21%)
Evaluation on validation data (1468 items):
at_At1g04310 GO0004673 protein-histidine kinase activity
at_At1g04920 - GO0016757 transferase activity\, transferring glycosyl groups
GO0046524 sucrose-phosphate synthase activity
at_At1g66340 GO0000156 two-component response regulator activity
GO0004673 protein-histidine kinase activity
at_At2g18790 GO0004673 protein-histidine kinase activity
GO0004871 signal transducer activity
GO0008020 G-protein coupled photoreceptor activity
at_At3g27000 - GO0003790 actin modulating activity
GO0005200 structural constituent of cytoskeleton
Validation Accuracy: 3/5 (60.00%)
Validation Frequency class 'GO0004673': 3/1468 (0.20%)
Evaluation on propertest data (2516 items):
at_At1g27320 GO0004673 protein-histidine kinase activity
at_At4g18130 GO0004673 protein-histidine kinase activity
GO0004871 signal transducer activity
GO0008020 G-protein coupled photoreceptor activity
at_At1g09570 GO0004673 protein-histidine kinase activity
GO0004871 signal transducer activity
GO0008020 G-protein coupled photoreceptor activity
GO0009883 red/far-red light photoreceptor activity
at_At2g47430 GO0000156 two-component response regulator activity
GO0004673 protein-histidine kinase activity
at_At3g04580 GO0004673 protein-histidine kinase activity
at_At3g06483 - GO0004740 [pyruvate dehydrogenase (lipoamide)] kinase activity
GO0005524 ATP binding
GO0009927 histidine phosphotransfer kinase activity
at_At4g16250 GO0004673 protein-histidine kinase activity
GO0004871 signal transducer activity
GO0008020 G-protein coupled photoreceptor activity
at_At5g35840 GO0004673 protein-histidine kinase activity
Propertest Accuracy: 7/8 (87.50%)
Propertest Frequency class 'GO0004673': 7/2516 (0.28%)
New (unknown) data (1468 items):
at_At1g13180 - GO0005200 structural constituent of cytoskeleton
at_At2g37620 - GO0005200 structural constituent of cytoskeleton
at_At2g42100 - GO0005200 structural constituent of cytoskeleton
at_At3g33520 - GO0005200 structural constituent of cytoskeleton
at_At3g53750 - GO0005200 structural constituent of cytoskeleton
at_At3g60830 - GO0005200 structural constituent of cytoskeleton
at_At5g56180 - GO0005200 structural constituent of cytoskeleton
at_At5g59370 - GO0005200 structural constituent of cytoskeleton
at_At3g12110 - GO0005200 structural constituent of cytoskeleton
at_At5g09810 - GO0005200 structural constituent of cytoskeleton
at_At3g18780 - GO0005200 structural constituent of cytoskeleton
at_At2g42090 - GO0005200 structural constituent of cytoskeleton
at_At3g46520 - GO0005200 structural constituent of cytoskeleton
at_At1g49240 - GO0005200 structural constituent of cytoskeleton
------------------
Rule 634
eval(_1,_2,4.0e-3-0.1),species(_2,bos_taurus__bovine_),keyword(_2,actin_binding) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,chordata),desc(_2,kinase) = 1
eval(_1,_2,4.0e-3-0.1),mol_wt(_2,54204.0-74022.0),classification(_2,carnivora) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,magnoliophyta),db_ref(_2,smart) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,solanaceae),db_ref(_2,interpro) = 1
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,38820.0-54204.0),classification(_2,streptomycineae) = 1
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,485.0-667.0),desc(_2,chain) = 0
-> class GO0004707 "MAP kinase activity"
Evaluation on training data (2915 items):
at_At1g73670 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At3g14720 GO0004707 MAP kinase activity
at_At3g18040 GO0004707 MAP kinase activity
at_At3g59790 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At4g01370 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At4g36450 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At5g19010 GO0004707 MAP kinase activity
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'GO0004707': 7/2915 (0.24%)
Evaluation on validation data (1468 items):
at_At4g11330 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At1g53510 GO0004707 MAP kinase activity
at_At1g59580 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At1g10210 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At2g46070 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At3g59990 - GO0004239 methionyl aminopeptidase activity
at_At3g29160 - GO0004672 protein kinase activity
at_At4g18910 - GO0015250 water channel activity
at_At5g19450 - GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g01560 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At3g49370 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0016301 kinase activity
Validation Accuracy: 6/11 (54.55%)
Validation Frequency class 'GO0004707': 7/1468 (0.48%)
Evaluation on propertest data (2516 items):
at_At1g20930 - GO0004693 cyclin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g70250 - GO0004675 transmembrane receptor protein serine/threonine kinase activity
at_At2g43790 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At5g24430 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0016301 kinase activity
at_At1g07880 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At2g23070 - GO0004680 casein kinase activity
GO0016301 kinase activity
at_At2g23080 - GO0004680 casein kinase activity
GO0016301 kinase activity
at_At2g38620 - GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
GO0030332 cyclin binding
at_At2g42880 GO0004707 MAP kinase activity
at_At4g04710 - GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g04720 - GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g38470 - GO0004672 protein kinase activity
at_At5g08740 - GO0003954 NADH dehydrogenase activity
at_At2g18170 GO0004707 MAP kinase activity
GO0016301 kinase activity
Propertest Accuracy: 4/14 (28.57%)
Propertest Frequency class 'GO0004707': 5/2516 (0.20%)
New (unknown) data (1468 items):
at_At1g60940 - GO0016301 kinase activity
at_At1g66750 - GO0016301 kinase activity
at_At1g67000 - GO0016301 kinase activity
at_At1g73450 - GO0016301 kinase activity
at_At1g73460 - GO0016301 kinase activity
at_At2g30940 - GO0016301 kinase activity
at_At3g44610 - GO0016301 kinase activity
at_At3g50000 - GO0016301 kinase activity
at_At3g50500 - GO0016301 kinase activity
at_At4g09640 - GO0005554 molecular_function unknown
at_At4g23210 - GO0016301 kinase activity
at_At4g23290 - GO0016301 kinase activity
at_At5g16500 - GO0016301 kinase activity
at_At5g24010 - GO0016301 kinase activity
at_At5g39940 - GO0005554 molecular_function unknown
at_At5g55910 - GO0016301 kinase activity
at_At5g58940 - GO0016301 kinase activity
at_At5g59700 - GO0016301 kinase activity
at_At1g57700 - GO0016301 kinase activity
at_At2g11530 - no entry null
at_At2g18530 - GO0016301 kinase activity
at_At2g44830 - GO0016301 kinase activity
at_At3g53930 - GO0016301 kinase activity
at_At4g28980 - GO0016301 kinase activity
at_At4g35600 - GO0016301 kinase activity
at_At5g01920 - GO0016301 kinase activity
at_At5g24710 - GO0005554 molecular_function unknown
at_At1g49270 - no entry null
at_At1g29020 - GO0005509 calcium ion binding
at_At1g51940 - GO0016301 kinase activity
at_At1g80280 - GO0016787 hydrolase activity
at_At2g29220 - GO0016301 kinase activity
at_At2g37250 - no entry null
at_At3g53380 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g00620 - GO0003824 catalytic activity
at_At4g02010 - GO0016301 kinase activity
at_At4g16970 - GO0016301 kinase activity
at_At4g24740 - GO0016301 kinase activity
at_At4g28670 - GO0016301 kinase activity
at_At4g30520 - no entry null
at_At4g31390 - GO0005554 molecular_function unknown
at_At5g10270 - GO0016301 kinase activity
at_At5g26110 - GO0005554 molecular_function unknown
at_At5g47750 - GO0016301 kinase activity
at_At5g67380 - GO0016301 kinase activity
at_At1g71410 - GO0016301 kinase activity
------------------
Rule 519
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,multigene_family),desc(_2,subunit) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),keyword(_2,calcium_binding) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,candida) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,xenopus) = 1
-> class GO0005216 "ion channel activity"
Evaluation on training data (2915 items):
at_At1g01340 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At1g55620 GO0005247 voltage-gated chloride channel activity
at_At2g25600 GO0005242 inward rectifier potassium channel activity
GO0005267 potassium channel activity
GO0030551 cyclic nucleotide binding
at_At2g26650 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At2g46450 GO0005216 ion channel activity
GO0030551 cyclic nucleotide binding
at_At3g48010 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g30360 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At5g33280 GO0005247 voltage-gated chloride channel activity
GO0005253 anion channel activity
at_At5g46370 GO0005509 calcium ion binding
GO0015271 outward rectifier potassium channel activity
at_At5g57940 GO0005267 potassium channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Training Accuracy: 10/10 (100.00%)
Training Frequency class 'GO0005216': 32/2915 (1.10%)
Evaluation on validation data (1468 items):
at_At2g28260 GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g46440 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g01010 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g18290 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At1g15990 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Validation Accuracy: 5/5 (100.00%)
Validation Frequency class 'GO0005216': 15/1468 (1.02%)
Evaluation on propertest data (2516 items):
at_At5g55630 GO0015269 calcium-activated potassium channel activity
GO0015271 outward rectifier potassium channel activity
at_At5g46240 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At5g53460 - GO0016040 glutamate synthase (NADH) activity
at_At1g02510 GO0015271 outward rectifier potassium channel activity
at_At1g23020 - GO0000293 ferric-chelate reductase activity
at_At4g18160 GO0015271 outward rectifier potassium channel activity
at_At4g32650 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
Propertest Accuracy: 5/7 (71.43%)
Propertest Frequency class 'GO0005216': 25/2516 (0.99%)
New (unknown) data (1468 items):
at_At1g11880 - GO0005554 molecular_function unknown
at_At5g07250 - GO0005554 molecular_function unknown
at_At2g01070 - GO0005554 molecular_function unknown
at_At3g03700 - GO0005554 molecular_function unknown
at_At3g04440 - GO0005554 molecular_function unknown
------------------
Rule 652
eval(_1,_2,0.0-9.0e-25),classification(_2,hydrozoa),db_ref(_2,smart) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transmembrane) = 1
-> class GO0005216 "ion channel activity"
Evaluation on training data (2915 items):
at_At2g25600 GO0005242 inward rectifier potassium channel activity
GO0005267 potassium channel activity
GO0030551 cyclic nucleotide binding
at_At4g22200 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At5g37500 GO0005242 inward rectifier potassium channel activity
GO0015271 outward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At5g48410 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'GO0005216': 32/2915 (1.10%)
Evaluation on validation data (1468 items):
at_At1g05200 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_At5g35930 - GO0016208 AMP binding
Validation Accuracy: 2/3 (66.67%)
Validation Frequency class 'GO0005216': 15/1468 (1.02%)
Evaluation on propertest data (2516 items):
at_At2g29120 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At4g32500 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At5g05670 - GO0005047 signal recognition particle binding
at_At5g27100 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At5g48400 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At3g02850 GO0005242 inward rectifier potassium channel activity
GO0015271 outward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
Propertest Accuracy: 5/6 (83.33%)
Propertest Frequency class 'GO0005216': 25/2516 (0.99%)
New (unknown) data (1468 items):
at_At1g52310 - GO0016301 kinase activity
at_At3g44600 - no entry null
at_At4g35600 - GO0016301 kinase activity
at_At1g29020 - GO0005509 calcium ion binding
at_At1g34050 - GO0005515 protein binding
at_At1g56500 - GO0016787 hydrolase activity
at_At5g20350 - GO0005554 molecular_function unknown
------------------
Rule 545
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,drosophila),desc(_2,probable) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,streptomycineae),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,genew),desc(_2,subunit) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,campylobacterales),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,polymorphism) = 0
-> class GO0005279 "amino acid-polyamine transporter activity"
Evaluation on training data (2915 items):
at_At1g08230 GO0015359 amino acid permease activity
at_At1g24400 GO0015359 amino acid permease activity
at_At1g31830 GO0015326 cationic amino acid transporter activity
at_At1g48640 GO0015359 amino acid permease activity
at_At1g58360 GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g61270 GO0015359 amino acid permease activity
at_At1g71680 GO0015359 amino acid permease activity
at_At1g77380 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g80510 GO0015359 amino acid permease activity
at_At2g01170 GO0015359 amino acid permease activity
at_At2g34960 GO0015326 cationic amino acid transporter activity
at_At2g38120 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At2g39130 GO0015359 amino acid permease activity
at_At2g39890 GO0015359 amino acid permease activity
at_At3g10600 GO0015326 cationic amino acid transporter activity
at_At3g19553 GO0015326 cationic amino acid transporter activity
at_At3g28960 GO0015359 amino acid permease activity
at_At3g30390 GO0015359 amino acid permease activity
at_At3g56200 GO0015359 amino acid permease activity
at_At5g02170 GO0015359 amino acid permease activity
at_At5g15240 GO0015359 amino acid permease activity
at_At5g16740 GO0015359 amino acid permease activity
at_At5g19500 GO0005279 amino acid-polyamine transporter activity
at_At5g38820 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At5g40780 GO0015359 amino acid permease activity
at_At5g63850 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
GO0015399 primary active transporter activity
Training Accuracy: 26/26 (100.00%)
Training Frequency class 'GO0005279': 27/2915 (0.93%)
Evaluation on validation data (1468 items):
at_At1g44100 GO0015171 amino acid transporter activity
GO0015174 basic amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g60160 - GO0015079 potassium ion transporter activity
at_At1g67640 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At2g21050 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At2g27760 - GO0004811 tRNA isopentenyltransferase activity
GO0009824 adenylate dimethylallyltransferase activity
at_At2g33260 - GO0005302 L-tyrosine transporter activity
at_At2g35060 - GO0015079 potassium ion transporter activity
at_At2g40420 GO0005279 amino acid-polyamine transporter activity
at_At3g07610 - GO0003700 transcription factor activity
at_At1g17120 GO0015326 cationic amino acid transporter activity
at_At3g11900 GO0015171 amino acid transporter activity
GO0015173 aromatic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At4g33530 - GO0015079 potassium ion transporter activity
at_At5g04770 GO0015171 amino acid transporter activity
GO0015326 cationic amino acid transporter activity
at_At5g05630 GO0005554 molecular_function unknown
GO0015326 cationic amino acid transporter activity
at_At5g11690 - GO0015450 protein translocase activity
at_At5g41800 GO0015359 amino acid permease activity
at_At5g65990 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
Validation Accuracy: 10/17 (58.82%)
Validation Frequency class 'GO0005279': 12/1468 (0.82%)
Evaluation on propertest data (2516 items):
at_At1g25530 GO0015359 amino acid permease activity
at_At1g47670 GO0015359 amino acid permease activity
at_At1g77690 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At4g26670 - GO0015450 protein translocase activity
at_At5g14880 - GO0015079 potassium ion transporter activity
at_At1g10010 GO0015359 amino acid permease activity
at_At3g01760 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At3g02050 - GO0015079 potassium ion transporter activity
at_At3g03720 GO0015326 cationic amino acid transporter activity
at_At3g13620 GO0015326 cationic amino acid transporter activity
at_At3g54830 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At3g55740 GO0015359 amino acid permease activity
at_At4g21120 GO0015326 cationic amino acid transporter activity
at_At4g23640 - GO0015079 potassium ion transporter activity
at_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_At5g36940 GO0015326 cationic amino acid transporter activity
at_At5g49630 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g70300 - GO0015079 potassium ion transporter activity
at_At2g36590 GO0015359 amino acid permease activity
at_At5g23810 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
Propertest Accuracy: 17/22 (77.27%)
Propertest Frequency class 'GO0005279': 18/2516 (0.72%)
New (unknown) data (1468 items):
at_At1g49370 - no entry null
at_At4g16160 - no entry null
at_At5g01240 - GO0005215 transporter activity
at_At5g03280 - no entry null
at_At2g01690 - GO0005554 molecular_function unknown
at_At1g72750 - no entry null
at_At2g10440 - GO0005554 molecular_function unknown
at_At2g19120 - GO0005554 molecular_function unknown
at_At3g19640 - no entry null
at_At5g03555 - no entry null
at_At2g28900 - no entry null
------------------
Rule 299
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,vibrionales) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,oryctolagus_cuniculus__rabbit_),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,serine) = 0
-> class GO0005528 "FK506 binding"
Evaluation on training data (2915 items):
at_At2g43560 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g25220 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g25230 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005516 calmodulin binding
GO0005528 FK506 binding
at_At4g39710 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g05420 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g13410 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g45680 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g48580 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At5g64350 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'GO0005528': 9/2915 (0.31%)
Evaluation on validation data (1468 items):
at_At3g10060 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g55520 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0005528': 4/1468 (0.27%)
Evaluation on propertest data (2516 items):
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: 2/2 (100.00%)
Propertest Frequency class 'GO0005528': 6/2516 (0.24%)
New (unknown) data (1468 items):
at_At1g70590 - GO0005554 molecular_function unknown
at_At3g12330 - no entry null
------------------
Rule 189
eval(_1,_2,4.0e-3-0.1),classification(_2,hydridae) = 0
eval(_1,_2,2.0e-5-4.0e-3),mol_wt(_2,38820.0-54204.0),classification(_2,proteobacteria) = 1
eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,tigr),desc(_2,kinase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,phaseoleae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),classification(_2,bacillales) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,serine) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,hydrolase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,electron_transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,nicotiana) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,euteleostei) = 0
-> class GO0008168 "methyltransferase activity"
Evaluation on training data (2915 items):
at_At1g04870 GO0008168 methyltransferase activity
at_At1g20330 GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At1g21130 GO0008171 O-methyltransferase activity
at_At1g62900 GO0008171 O-methyltransferase activity
at_At1g73600 GO0000234 phosphoethanolamine N-methyltransferase activity
at_At1g76090 GO0003838 sterol 24-C-methyltransferase activity
GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At1g77530 GO0008171 O-methyltransferase activity
at_At2g19670 GO0016274 protein-arginine N-methyltransferase activity
at_At2g30920 GO0004395 hexaprenyldihydroxybenzoate methyltransferase activity
at_At2g43910 GO0008168 methyltransferase activity
at_At3g12270 GO0008168 methyltransferase activity
at_At3g23530 GO0008825 cyclopropane-fatty-acyl-phospholipid synthase activity
at_At3g53140 GO0008171 O-methyltransferase activity
at_At3g63410 GO0008168 methyltransferase activity
GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At4g14140 GO0003886 DNA (cytosine-5-)-methyltransferase activity
at_At4g25730 GO0008168 methyltransferase activity
at_At4g26220 GO0042409 caffeoyl-CoA O-methyltransferase activity
at_At4g29510 GO0016274 protein-arginine N-methyltransferase activity
at_At4g33110 GO0030794 (S)-coclaurine-N-methyltransferase activity
at_At4g34050 GO0042409 caffeoyl-CoA O-methyltransferase activity
at_At4g35160 GO0008171 O-methyltransferase activity
at_At5g13710 GO0003838 sterol 24-C-methyltransferase activity
at_At5g13830 GO0008168 methyltransferase activity
at_At5g37170 GO0008171 O-methyltransferase activity
at_At5g49160 GO0008168 methyltransferase activity
at_At5g49810 GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At5g54160 GO0008171 O-methyltransferase activity
Training Accuracy: 27/27 (100.00%)
Training Frequency class 'GO0008168': 56/2915 (1.92%)
Evaluation on validation data (1468 items):
at_At5g49020 GO0008168 methyltransferase activity
at_At1g67990 GO0042409 caffeoyl-CoA O-methyltransferase activity
at_At2g39770 - GO0004475 mannose-1-phosphate guanylyltransferase activity
GO0016779 nucleotidyltransferase activity
at_At2g43920 GO0008168 methyltransferase activity
at_At3g59380 - GO0004311 farnesyltranstransferase activity
GO0004660 protein farnesyltransferase activity
at_At3g23470 GO0008825 cyclopropane-fatty-acyl-phospholipid synthase activity
at_At3g25140 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g08990 GO0003886 DNA (cytosine-5-)-methyltransferase activity
at_At1g21100 GO0008171 O-methyltransferase activity
at_At1g21110 GO0008171 O-methyltransferase activity
at_At4g33120 GO0030794 (S)-coclaurine-N-methyltransferase activity
at_At5g61410 - GO0004750 ribulose-phosphate 3-epimerase activity
at_At5g66360 GO0000179 rRNA (adenine-N6\,N6-)-dimethyltransferase activity
GO0008649 rRNA methyltransferase activity
Validation Accuracy: 9/13 (69.23%)
Validation Frequency class 'GO0008168': 29/1468 (1.98%)
Evaluation on propertest data (2516 items):
at_At1g21120 GO0008171 O-methyltransferase activity
at_At1g23360 GO0008168 methyltransferase activity
at_At1g26220 - GO0008080 N-acetyltransferase activity
at_At1g32070 - GO0008080 N-acetyltransferase activity
at_At1g33030 GO0008171 O-methyltransferase activity
at_At1g51990 GO0008171 O-methyltransferase activity
at_At1g67980 GO0042409 caffeoyl-CoA O-methyltransferase activity
at_At1g76790 GO0008171 O-methyltransferase activity
at_At3g23510 GO0008825 cyclopropane-fatty-acyl-phospholipid synthase activity
at_At5g15810 GO0003723 RNA binding
GO0004809 tRNA (guanine-N2-)-methyltransferase activity
at_At1g07780 - GO0004640 phosphoribosylanthranilate isomerase activity
at_At2g32020 - GO0008080 N-acetyltransferase activity
at_At2g32030 - GO0008080 N-acetyltransferase activity
at_At1g01860 GO0016422 mRNA (2'-O-methyladenosine-N6-)-methyltransferase activity
at_At2g47420 GO0000179 rRNA (adenine-N6\,N6-)-dimethyltransferase activity
GO0008649 rRNA methyltransferase activity
at_At3g02320 GO0003723 RNA binding
GO0004809 tRNA (guanine-N2-)-methyltransferase activity
at_At3g06930 GO0008168 methyltransferase activity
at_At3g18000 GO0000234 phosphoethanolamine N-methyltransferase activity
at_At3g56330 GO0003723 RNA binding
GO0004809 tRNA (guanine-N2-)-methyltransferase activity
at_At3g61990 GO0008171 O-methyltransferase activity
at_At3g62000 GO0008171 O-methyltransferase activity
at_At4g13610 GO0003886 DNA (cytosine-5-)-methyltransferase activity
at_At4g25080 GO0046406 magnesium protoporphyrin IX methyltransferase activity
at_At4g30570 - GO0016779 nucleotidyltransferase activity
at_At4g35150 GO0008171 O-methyltransferase activity
at_At5g01230 GO0008168 methyltransferase activity
at_At5g16800 - GO0008080 N-acetyltransferase activity
at_At5g51690 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At5g53810 GO0008171 O-methyltransferase activity
at_At2g38560 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g02980 - GO0008080 N-acetyltransferase activity
at_At5g57300 GO0008425 ubiquinone biosynthesis methyltransferase activity
Propertest Accuracy: 22/32 (68.75%)
Propertest Frequency class 'GO0008168': 43/2516 (1.71%)
New (unknown) data (1468 items):
at_At1g22800 - GO0005554 molecular_function unknown
at_At1g23320 - GO0016846 carbon-sulfur lyase activity
at_At1g26850 - GO0005554 molecular_function unknown
at_At1g30550 - GO0005554 molecular_function unknown
at_At1g31850 - GO0005554 molecular_function unknown
at_At1g33170 - GO0005554 molecular_function unknown
at_At1g48600 - no entry null
at_At1g69520 - GO0005554 molecular_function unknown
at_At1g80740 - GO0003677 DNA binding
at_At2g26680 - GO0005554 molecular_function unknown
at_At2g40280 - GO0005554 molecular_function unknown
at_At2g41380 - GO0005554 molecular_function unknown
at_At2g43200 - GO0005554 molecular_function unknown
at_At3g10200 - GO0005554 molecular_function unknown
at_At3g13440 - GO0005554 molecular_function unknown
at_At3g23300 - GO0005554 molecular_function unknown
at_At3g23480 - GO0005554 molecular_function unknown
at_At3g26820 - no entry null
at_At3g56120 - GO0005554 molecular_function unknown
at_At3g60910 - GO0003824 catalytic activity
at_At3g61210 - GO0005554 molecular_function unknown
at_At4g00740 - GO0005554 molecular_function unknown
at_At4g00750 - GO0005554 molecular_function unknown
at_At4g16570 - GO0005554 molecular_function unknown
at_At4g28830 - GO0005554 molecular_function unknown
at_At5g04060 - GO0005554 molecular_function unknown
at_At5g10830 - GO0005554 molecular_function unknown
at_At5g10910 - no entry null
at_At5g24840 - GO0005554 molecular_function unknown
at_At5g41130 - no entry null
at_At5g44170 - GO0005554 molecular_function unknown
at_At5g49560 - GO0005554 molecular_function unknown
at_At5g53920 - GO0005554 molecular_function unknown
at_At5g54400 - GO0005554 molecular_function unknown
at_At5g57280 - GO0005554 molecular_function unknown
at_At5g64150 - no entry null
at_At5g66180 - GO0005554 molecular_function unknown
at_At5g66510 - GO0005554 molecular_function unknown
at_At4g10440 - GO0005554 molecular_function unknown
at_At5g14430 - GO0005554 molecular_function unknown
at_At5g14600 - GO0005554 molecular_function unknown
at_At1g04430 - GO0005554 molecular_function unknown
at_At1g36310 - GO0005554 molecular_function unknown
at_At1g64970 - GO0005554 molecular_function unknown
at_At1g66680 - GO0005554 molecular_function unknown
at_At1g06560 - GO0005554 molecular_function unknown
at_At1g73320 - GO0005554 molecular_function unknown
at_At1g78140 - GO0005554 molecular_function unknown
at_At2g26200 - GO0005554 molecular_function unknown
at_At2g43320 - GO0005554 molecular_function unknown
at_At2g45750 - GO0005554 molecular_function unknown
at_At3g54150 - GO0005554 molecular_function unknown
at_At3g27180 - GO0005554 molecular_function unknown
at_At1g19430 - GO0005554 molecular_function unknown
at_At4g18030 - GO0005554 molecular_function unknown
at_At4g19020 - GO0003677 DNA binding
at_At4g19120 - GO0005554 molecular_function unknown
at_At4g34360 - GO0003824 catalytic activity
at_At5g16120 - GO0016787 hydrolase activity
at_At5g17660 - GO0005554 molecular_function unknown
at_At5g27400 - GO0005554 molecular_function unknown
at_At5g50320 - GO0005554 molecular_function unknown
at_At2g03480 - GO0005554 molecular_function unknown
at_At1g23280 - GO0005554 molecular_function unknown
at_At1g24480 - GO0005554 molecular_function unknown
at_At1g54570 - no entry null
at_At1g54650 - GO0005554 molecular_function unknown
at_At1g55450 - GO0005554 molecular_function unknown
at_At1g72090 - GO0005554 molecular_function unknown
at_At3g15530 - GO0005554 molecular_function unknown
at_At2g02770 - GO0005554 molecular_function unknown
at_At3g01660 - GO0005554 molecular_function unknown
at_At3g05100 - GO0005554 molecular_function unknown
at_At3g17990 - no entry null
at_At3g21300 - no entry null
at_At3g28460 - GO0005554 molecular_function unknown
at_At3g50850 - GO0005554 molecular_function unknown
at_At3g56080 - GO0005554 molecular_function unknown
at_At4g14000 - GO0005554 molecular_function unknown
at_At4g14360 - GO0005554 molecular_function unknown
at_At4g22530 - GO0005554 molecular_function unknown
at_At5g19370 - GO0016853 isomerase activity
at_At1g13860 - GO0005554 molecular_function unknown
at_At5g50110 - GO0005554 molecular_function unknown
at_At5g51130 - GO0005554 molecular_function unknown
------------------
Rule 120
eval(_1,_2,0.0-9.0e-25),classification(_2,methanobacteria) = 0
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,calcium_binding),desc(_2,alpha) = 1
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,349.0-485.0),db_ref(_2,mgd) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),keyword(_2,transcription_regulation) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,phaseoleae),keyword(_2,transferase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),keyword(_2,receptor) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,hydrolase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transferase) = 0
-> class GO0008234 "cysteine-type peptidase activity"
Evaluation on training data (2915 items):
at_At1g35770 GO0008234 cysteine-type peptidase activity
at_At1g42460 GO0008234 cysteine-type peptidase activity
at_At1g52020 GO0008234 cysteine-type peptidase activity
at_At2g02210 GO0008234 cysteine-type peptidase activity
at_At2g05560 GO0008234 cysteine-type peptidase activity
at_At2g07240 GO0008234 cysteine-type peptidase activity
at_At2g10350 GO0008234 cysteine-type peptidase activity
at_At2g15140 GO0008234 cysteine-type peptidase activity
at_At2g15190 GO0008234 cysteine-type peptidase activity
at_At3g09170 GO0008234 cysteine-type peptidase activity
at_At3g42690 GO0008234 cysteine-type peptidase activity
at_At3g42730 GO0008234 cysteine-type peptidase activity
at_At3g44500 GO0008234 cysteine-type peptidase activity
at_At3g47260 GO0008234 cysteine-type peptidase activity
at_At4g03300 GO0008234 cysteine-type peptidase activity
at_At4g04010 GO0008234 cysteine-type peptidase activity
at_At4g04130 GO0008234 cysteine-type peptidase activity
at_At4g04390 GO0008234 cysteine-type peptidase activity
at_At4g05280 GO0008234 cysteine-type peptidase activity
at_At4g08340 GO0008234 cysteine-type peptidase activity
at_At4g08880 GO0008234 cysteine-type peptidase activity
Training Accuracy: 21/21 (100.00%)
Training Frequency class 'GO0008234': 63/2915 (2.16%)
Evaluation on validation data (1468 items):
at_At5g15140 - GO0004034 aldose 1-epimerase activity
at_At1g34740 GO0008234 cysteine-type peptidase activity
at_At1g68990 - GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At2g06430 GO0008234 cysteine-type peptidase activity
at_At3g26260 GO0008234 cysteine-type peptidase activity
at_At3g26530 GO0008234 cysteine-type peptidase activity
at_At5g57320 - GO0003779 actin binding
at_At3g32900 GO0008234 cysteine-type peptidase activity
Validation Accuracy: 5/8 (62.50%)
Validation Frequency class 'GO0008234': 32/1468 (2.18%)
Evaluation on propertest data (2516 items):
at_At1g44880 GO0008234 cysteine-type peptidase activity
at_At5g56000 - GO0003754 chaperone activity
GO0003773 heat shock protein activity
GO0005524 ATP binding
at_At2g29240 GO0008234 cysteine-type peptidase activity
at_At1g10570 GO0008234 cysteine-type peptidase activity
at_At3g54010 - GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g57410 - GO0003779 actin binding
at_At4g08430 GO0008234 cysteine-type peptidase activity
at_At4g24190 - GO0003754 chaperone activity
GO0005524 ATP binding
at_At4g29060 - GO0003746 translation elongation factor activity
at_At5g36860 GO0008234 cysteine-type peptidase activity
at_At5g44890 GO0008234 cysteine-type peptidase activity
at_At3g42580 GO0008234 cysteine-type peptidase activity
Propertest Accuracy: 7/12 (58.33%)
Propertest Frequency class 'GO0008234': 55/2516 (2.19%)
New (unknown) data (1468 items):
at_At1g02990 - GO0005554 molecular_function unknown
at_At1g06940 - no entry null
at_At1g22530 - GO0005215 transporter activity
at_At1g29650 - no entry null
at_At1g34700 - GO0004803 transposase activity
at_At1g37020 - GO0005554 molecular_function unknown
at_At1g55050 - GO0005554 molecular_function unknown
at_At1g55690 - GO0005215 transporter activity
at_At1g72150 - GO0005215 transporter activity
at_At1g80010 - GO0005554 molecular_function unknown
at_At2g02560 - GO0005554 molecular_function unknown
at_At2g05010 - GO0004803 transposase activity
at_At2g05450 - no entry null
at_At2g07080 - no entry null
at_At2g07620 - no entry null
at_At2g12860 - no entry null
at_At2g34920 - GO0005554 molecular_function unknown
at_At3g11964 - no entry null
at_At3g20975 - no entry null
at_At3g32060 - GO0004803 transposase activity
at_At3g42530 - GO0005554 molecular_function unknown
at_At3g43390 - GO0005554 molecular_function unknown
at_At3g43460 - GO0005554 molecular_function unknown
at_At3g44690 - GO0005554 molecular_function unknown
at_At4g01170 - GO0005554 molecular_function unknown
at_At4g04420 - no entry null
at_At4g04560 - no entry null
at_At4g08550 - GO0005554 molecular_function unknown
at_At4g09160 - GO0005215 transporter activity
at_At4g09410 - GO0004803 transposase activity
at_At4g14840 - GO0005554 molecular_function unknown
at_At4g19650 - GO0005554 molecular_function unknown
at_At4g25120 - no entry null
at_At4g27280 - GO0005509 calcium ion binding
at_At5g02520 - GO0005554 molecular_function unknown
at_At5g27190 - GO0004803 transposase activity
at_At5g28530 - GO0005554 molecular_function unknown
at_At5g48460 - GO0005554 molecular_function unknown
at_At5g66660 - GO0005554 molecular_function unknown
at_At3g60740 - no entry null
at_At1g35060 - GO0004803 transposase activity
at_At1g70060 - GO0005554 molecular_function unknown
at_At2g09830 - no entry null
at_At2g16640 - GO0005554 molecular_function unknown
at_At2g21040 - GO0005554 molecular_function unknown
at_At5g02370 - no entry null
at_At5g17480 - GO0005509 calcium ion binding
at_At5g18960 - GO0005554 molecular_function unknown
at_At5g20610 - GO0005554 molecular_function unknown
at_At5g45570 - no entry null
at_At3g31450 - no entry null
at_At1g52520 - GO0005554 molecular_function unknown
at_At1g59890 - GO0005554 molecular_function unknown
at_At1g76780 - GO0005554 molecular_function unknown
at_At2g04310 - GO0004803 transposase activity
at_At2g11170 - GO0005554 molecular_function unknown
at_At3g06250 - GO0005554 molecular_function unknown
at_At1g15300 - no entry null
at_At2g05170 - no entry null
at_At2g06870 - GO0004803 transposase activity
at_At2g14480 - no entry null
at_At2g14770 - GO0005554 molecular_function unknown
at_At2g23500 - GO0004803 transposase activity
at_At2g23720 - GO0004803 transposase activity
at_At2g24930 - no entry null
at_At2g39440 - GO0005554 molecular_function unknown
at_At3g03430 - GO0005509 calcium ion binding
at_At3g16620 - GO0005554 molecular_function unknown
at_At1g01950 - no entry null
at_At3g54350 - GO0005554 molecular_function unknown
at_At4g04400 - GO0005554 molecular_function unknown
at_At5g14280 - GO0005554 molecular_function unknown
at_At5g16430 - GO0005554 molecular_function unknown
at_At5g28810 - GO0005554 molecular_function unknown
at_At5g45160 - no entry null
at_At1g10240 - GO0005554 molecular_function unknown
at_At3g03110 - GO0008565 protein transporter activity
at_At3g10180 - no entry null
at_At3g42910 - GO0005554 molecular_function unknown
------------------
Rule 241
eval(_1,_2,9.0e-25-8.0e-10),species(_2,haemophilus_influenzae) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,fissipedia),db_ref(_2,pir) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,serine) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,hydrolase) = 1
-> class GO0008234 "cysteine-type peptidase activity"
Evaluation on training data (2915 items):
at_At1g04860 GO0004843 ubiquitin-specific protease activity
at_At1g06260 GO0008234 cysteine-type peptidase activity
at_At1g09850 GO0008234 cysteine-type peptidase activity
at_At1g17110 GO0004843 ubiquitin-specific protease activity
at_At2g22310 GO0004843 ubiquitin-specific protease activity
at_At3g19400 GO0008234 cysteine-type peptidase activity
at_At3g20625 GO0008581 ubiquitin isopeptidase T activity
at_At3g49340 GO0008234 cysteine-type peptidase activity
at_At4g11310 GO0008234 cysteine-type peptidase activity
at_At4g11320 GO0008234 cysteine-type peptidase activity
at_At4g23520 GO0008234 cysteine-type peptidase activity
at_At4g24560 GO0004843 ubiquitin-specific protease activity
at_At4g31670 GO0004197 cysteine-type endopeptidase activity
GO0004221 ubiquitin thiolesterase activity
at_At4g39090 GO0004197 cysteine-type endopeptidase activity
GO0008234 cysteine-type peptidase activity
at_At4g39910 GO0004843 ubiquitin-specific protease activity
at_At5g06600 GO0004843 ubiquitin-specific protease activity
Training Accuracy: 16/16 (100.00%)
Training Frequency class 'GO0008234': 63/2915 (2.16%)
Evaluation on validation data (1468 items):
at_At2g27420 GO0008234 cysteine-type peptidase activity
at_At2g34080 GO0008234 cysteine-type peptidase activity
at_At2g40930 GO0004843 ubiquitin-specific protease activity
at_At3g45310 GO0008234 cysteine-type peptidase activity
at_At3g47900 GO0004221 ubiquitin thiolesterase activity
at_At4g16190 GO0008234 cysteine-type peptidase activity
at_At4g22350 GO0004221 ubiquitin thiolesterase activity
at_At1g20850 GO0008233 peptidase activity
GO0008234 cysteine-type peptidase activity
at_At5g10790 GO0004843 ubiquitin-specific protease activity
at_At5g45890 GO0008234 cysteine-type peptidase activity
at_At5g50260 GO0008234 cysteine-type peptidase activity
at_At1g29080 GO0008234 cysteine-type peptidase activity
at_At1g29110 GO0008234 cysteine-type peptidase activity
at_At3g48350 GO0008234 cysteine-type peptidase activity
Validation Accuracy: 14/14 (100.00%)
Validation Frequency class 'GO0008234': 32/1468 (2.18%)
Evaluation on propertest data (2516 items):
at_At1g29090 GO0008234 cysteine-type peptidase activity
at_At1g32850 GO0004197 cysteine-type endopeptidase activity
GO0004221 ubiquitin thiolesterase activity
at_At1g02300 GO0008234 cysteine-type peptidase activity
at_At2g21430 GO0008234 cysteine-type peptidase activity
at_At2g24640 GO0004197 cysteine-type endopeptidase activity
GO0004221 ubiquitin thiolesterase activity
at_At2g32780 GO0004843 ubiquitin-specific protease activity
at_At3g11910 GO0004843 ubiquitin-specific protease activity
at_At3g43960 GO0008234 cysteine-type peptidase activity
at_At3g48340 GO0008234 cysteine-type peptidase activity
at_At3g49600 GO0004843 ubiquitin-specific protease activity
at_At3g54940 GO0008234 cysteine-type peptidase activity
at_At4g22290 GO0004221 ubiquitin thiolesterase activity
at_At4g35350 GO0008234 cysteine-type peptidase activity
at_At4g36880 GO0008234 cysteine-type peptidase activity
at_At4g39370 GO0004843 ubiquitin-specific protease activity
at_At5g22030 GO0004843 ubiquitin-specific protease activity
at_At5g46740 GO0004843 ubiquitin-specific protease activity
at_At5g60360 GO0008234 cysteine-type peptidase activity
at_At5g65450 GO0004197 cysteine-type endopeptidase activity
GO0004221 ubiquitin thiolesterase activity
at_At1g51710 GO0004843 ubiquitin-specific protease activity
Propertest Accuracy: 20/20 (100.00%)
Propertest Frequency class 'GO0008234': 55/2516 (2.19%)
New (unknown) data (1468 items):
at_At1g22080 - GO0005554 molecular_function unknown
at_At1g23940 - GO0005554 molecular_function unknown
at_At3g15710 - GO0008233 peptidase activity
at_At3g47880 - no entry null
at_At4g01620 - no entry null
at_At5g17080 - GO0005554 molecular_function unknown
at_At1g52600 - GO0008233 peptidase activity
at_At4g38480 - GO0000166 nucleotide binding
at_At5g17140 - GO0005554 molecular_function unknown
at_At1g03720 - GO0005554 molecular_function unknown
at_At4g17890 - no entry null
at_At3g51730 - GO0005554 molecular_function unknown
at_At5g01800 - GO0005554 molecular_function unknown
------------------
Rule 429
eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,serine) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,hydrozoa),db_ref(_2,smart) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,serine) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,homo) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,alveolata) = 0
-> class GO0008236 "serine-type peptidase activity"
Evaluation on training data (2915 items):
at_At1g11080 GO0004185 serine carboxypeptidase activity
at_At1g73280 GO0004185 serine carboxypeptidase activity
at_At1g73290 GO0004185 serine carboxypeptidase activity
at_At1g73300 GO0004185 serine carboxypeptidase activity
at_At1g73310 GO0004185 serine carboxypeptidase activity
at_At2g22920 GO0004185 serine carboxypeptidase activity
at_At2g22970 GO0004185 serine carboxypeptidase activity
at_At2g22980 GO0004185 serine carboxypeptidase activity
at_At2g23010 GO0004185 serine carboxypeptidase activity
at_At2g24010 GO0004185 serine carboxypeptidase activity
at_At2g35770 GO0004185 serine carboxypeptidase activity
at_At3g07990 GO0004185 serine carboxypeptidase activity
at_At3g10410 GO0004185 serine carboxypeptidase activity
at_At3g10450 GO0004185 serine carboxypeptidase activity
at_At3g17180 GO0004185 serine carboxypeptidase activity
at_At3g25420 GO0004185 serine carboxypeptidase activity
at_At3g45010 GO0004185 serine carboxypeptidase activity
at_At3g52010 GO0004185 serine carboxypeptidase activity
at_At3g56540 GO0004185 serine carboxypeptidase activity
at_At4g12910 GO0004185 serine carboxypeptidase activity
at_At4g15100 GO0004185 serine carboxypeptidase activity
at_At4g30810 GO0004185 serine carboxypeptidase activity
at_At5g08260 GO0004185 serine carboxypeptidase activity
at_At5g23210 GO0004185 serine carboxypeptidase activity
Training Accuracy: 24/24 (100.00%)
Training Frequency class 'GO0008236': 44/2915 (1.51%)
Evaluation on validation data (1468 items):
at_At1g43780 GO0004185 serine carboxypeptidase activity
at_At1g73270 GO0004185 serine carboxypeptidase activity
at_At2g22990 GO0004185 serine carboxypeptidase activity
GO0016752 sinapoyltransferase activity
at_At3g52000 GO0004185 serine carboxypeptidase activity
at_At3g52020 GO0004185 serine carboxypeptidase activity
at_At3g16550 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At3g21640 - GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005516 calmodulin binding
GO0005528 FK506 binding
at_At5g09640 GO0004185 serine carboxypeptidase activity
GO0016752 sinapoyltransferase activity
at_At5g22960 GO0004185 serine carboxypeptidase activity
at_At5g22980 GO0004185 serine carboxypeptidase activity
at_At5g36950 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g39830 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g58840 GO0004289 subtilase activity
at_At5g59190 GO0004289 subtilase activity
at_At1g28110 GO0004185 serine carboxypeptidase activity
Validation Accuracy: 14/15 (93.33%)
Validation Frequency class 'GO0008236': 25/1468 (1.70%)
Evaluation on propertest data (2516 items):
at_At1g33540 GO0004185 serine carboxypeptidase activity
at_At1g51150 GO0004252 serine-type endopeptidase activity
GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At1g61130 GO0004185 serine carboxypeptidase activity
at_At1g71010 - GO0016308 1-phosphatidylinositol-4-phosphate 5-kinase activity
at_At2g24000 GO0004185 serine carboxypeptidase activity
at_At1g15000 GO0004185 serine carboxypeptidase activity
at_At2g05850 GO0004185 serine carboxypeptidase activity
at_At2g23000 GO0004185 serine carboxypeptidase activity
at_At2g27920 GO0004185 serine carboxypeptidase activity
at_At2g35780 GO0004185 serine carboxypeptidase activity
at_At3g02110 GO0004185 serine carboxypeptidase activity
at_At3g03380 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At3g12203 GO0004185 serine carboxypeptidase activity
at_At3g12220 GO0004185 serine carboxypeptidase activity
at_At3g12230 GO0004185 serine carboxypeptidase activity
at_At3g12240 GO0004185 serine carboxypeptidase activity
at_At3g27925 GO0008236 serine-type peptidase activity
at_At3g54010 - GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g63470 GO0004185 serine carboxypeptidase activity
at_At4g20430 GO0004289 subtilase activity
at_At4g30610 GO0004187 carboxypeptidase D activity
at_At5g36180 GO0004185 serine carboxypeptidase activity
at_At5g42230 GO0004185 serine carboxypeptidase activity
at_At5g42240 GO0004185 serine carboxypeptidase activity
at_At5g67090 GO0004289 subtilase activity
at_At1g65630 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At1g65640 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At2g33530 GO0004185 serine carboxypeptidase activity
Propertest Accuracy: 26/28 (92.86%)
Propertest Frequency class 'GO0008236': 48/2516 (1.91%)
New (unknown) data (1468 items):
at_At1g02650 - GO0003754 chaperone activity
at_At1g07280 - GO0005554 molecular_function unknown
at_At1g33400 - GO0005554 molecular_function unknown
at_At1g56090 - GO0005554 molecular_function unknown
at_At1g77230 - GO0005554 molecular_function unknown
at_At2g15790 - GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At2g47440 - GO0003754 chaperone activity
GO0003773 heat shock protein activity
at_At3g07370 - GO0005554 molecular_function unknown
at_At3g61720 - GO0005554 molecular_function unknown
at_At3g62570 - GO0003754 chaperone activity
GO0003773 heat shock protein activity
at_At5g43120 - GO0005554 molecular_function unknown
at_At5g50510 - GO0005554 molecular_function unknown
at_At5g50620 - GO0005554 molecular_function unknown
at_At3g61300 - GO0005554 molecular_function unknown
at_At1g58450 - no entry null
at_At4g22670 - GO0005554 molecular_function unknown
at_At4g37460 - GO0005554 molecular_function unknown
at_At1g22700 - GO0005554 molecular_function unknown
at_At5g21990 - GO0005554 molecular_function unknown
at_At1g62390 - GO0005554 molecular_function unknown
at_At1g51570 - GO0005554 molecular_function unknown
at_At1g56440 - GO0005554 molecular_function unknown
at_At3g14950 - GO0005554 molecular_function unknown
at_At2g12510 - no entry null
at_At3g50030 - GO0005554 molecular_function unknown
at_At4g23230 - GO0016301 kinase activity
at_At4g30480 - GO0005554 molecular_function unknown
at_At5g10090 - GO0005554 molecular_function unknown
at_At5g12970 - GO0005554 molecular_function unknown
------------------
Rule 428
eval(_1,_2,4.0e-3-0.1),desc(_2,chromosome) = 1
eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,serine) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,serine) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,homo) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,alveolata) = 0
-> class GO0008236 "serine-type peptidase activity"
Evaluation on training data (2915 items):
at_At1g04110 GO0004252 serine-type endopeptidase activity
GO0004289 subtilase activity
at_At1g20150 GO0004289 subtilase activity
at_At1g32950 GO0004289 subtilase activity
at_At2g47940 GO0004252 serine-type endopeptidase activity
GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At3g14240 GO0004289 subtilase activity
at_At4g10550 GO0004289 subtilase activity
at_At5g51750 GO0004289 subtilase activity
at_At5g58830 GO0004289 subtilase activity
at_At5g59120 GO0004289 subtilase activity
at_At5g59130 GO0004289 subtilase activity
Training Accuracy: 10/10 (100.00%)
Training Frequency class 'GO0008236': 44/2915 (1.51%)
Evaluation on validation data (1468 items):
at_At4g10530 GO0004289 subtilase activity
at_At4g10540 GO0004289 subtilase activity
at_At1g30600 GO0004289 subtilase activity
at_At1g53730 - GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g05140 - GO0004222 metalloendopeptidase activity
at_At1g66210 GO0004289 subtilase activity
at_At5g44530 GO0004289 subtilase activity
at_At5g45650 GO0004289 subtilase activity
at_At5g58810 GO0004289 subtilase activity
at_At5g59810 GO0004289 subtilase activity
at_At1g62340 GO0004289 subtilase activity
Validation Accuracy: 9/11 (81.82%)
Validation Frequency class 'GO0008236': 25/1468 (1.70%)
Evaluation on propertest data (2516 items):
at_At1g32940 GO0004289 subtilase activity
at_At1g01900 GO0004289 subtilase activity
at_At4g10510 GO0004289 subtilase activity
at_At4g21630 GO0004289 subtilase activity
at_At5g03620 GO0004289 subtilase activity
at_At5g11940 GO0004289 subtilase activity
at_At5g27660 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g40200 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g45640 GO0004289 subtilase activity
at_At5g58820 GO0004289 subtilase activity
at_At5g59090 GO0004289 subtilase activity
at_At5g59100 GO0004289 subtilase activity
at_At5g67360 GO0004252 serine-type endopeptidase activity
GO0004289 subtilase activity
at_At1g20160 GO0004289 subtilase activity
Propertest Accuracy: 14/14 (100.00%)
Propertest Frequency class 'GO0008236': 48/2516 (1.91%)
New (unknown) data (1468 items):
at_At1g32980 - no entry null
at_At1g43750 - GO0005554 molecular_function unknown
at_At4g17740 - no entry null
at_At4g21320 - GO0005554 molecular_function unknown
at_At4g20850 - no entry null
at_At3g57680 - no entry null
at_At4g21640 - no entry null
at_At5g19660 - no entry null
------------------
Rule 314
eval(_1,_2,0.0-9.0e-25),classification(_2,marchantiophyta) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,prints) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,electron_transport) = 0
-> class GO0008236 "serine-type peptidase activity"
Evaluation on training data (2915 items):
at_At1g02560 GO0008462 endopeptidase Clp activity
at_At1g11750 GO0004176 ATP-dependent peptidase activity
GO0008462 endopeptidase Clp activity
at_At1g49970 GO0008462 endopeptidase Clp activity
at_At1g66670 GO0008462 endopeptidase Clp activity
at_At1g73990 GO0004252 serine-type endopeptidase activity
GO0008981 protease IV activity
at_At4g17040 GO0008462 endopeptidase Clp activity
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0008236': 44/2915 (1.51%)
Evaluation on validation data (1468 items):
at_At1g09130 GO0008462 endopeptidase Clp activity
at_At5g45390 GO0008462 endopeptidase Clp activity
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0008236': 25/1468 (1.70%)
Evaluation on propertest data (2516 items):
at_At1g60550 - GO0008935 naphthoate synthase activity
at_At1g67500 - GO0003894 zeta DNA polymerase activity
at_At1g08260 - GO0003887 DNA-directed DNA polymerase activity
at_At1g12410 GO0008462 endopeptidase Clp activity
at_At4g32500 - GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At5g23140 GO0008462 endopeptidase Clp activity
Propertest Accuracy: 2/6 (33.33%)
Propertest Frequency class 'GO0008236': 48/2516 (1.91%)
New (unknown) data (1468 items):
at_At1g04270 - GO0003735 structural constituent of ribosome
at_At1g05190 - GO0003735 structural constituent of ribosome
at_At1g14040 - GO0005554 molecular_function unknown
at_At3g22300 - GO0003735 structural constituent of ribosome
at_At5g43640 - GO0003735 structural constituent of ribosome
at_At2g18400 - GO0003735 structural constituent of ribosome
at_At1g32090 - GO0005554 molecular_function unknown
at_At1g35350 - GO0005554 molecular_function unknown
at_At1g68740 - GO0005554 molecular_function unknown
at_At5g47320 - GO0003723 RNA binding
at_At2g03250 - GO0005554 molecular_function unknown
at_At2g03260 - GO0005554 molecular_function unknown
at_At3g03600 - GO0003735 structural constituent of ribosome
at_At3g04770 - GO0003735 structural constituent of ribosome
at_At3g09680 - 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_At5g63070 - GO0003735 structural constituent of ribosome
at_At3g49730 - GO0005554 molecular_function unknown
at_At4g25350 - GO0005554 molecular_function unknown
------------------
Rule 430
eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,serine) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,hydrozoa),db_ref(_2,smart) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,serine) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,homo) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,alveolata) = 0
-> class GO0008238 "exopeptidase activity"
Evaluation on training data (2915 items):
at_At1g11080 GO0004185 serine carboxypeptidase activity
at_At1g73280 GO0004185 serine carboxypeptidase activity
at_At1g73290 GO0004185 serine carboxypeptidase activity
at_At1g73300 GO0004185 serine carboxypeptidase activity
at_At1g73310 GO0004185 serine carboxypeptidase activity
at_At2g22920 GO0004185 serine carboxypeptidase activity
at_At2g22970 GO0004185 serine carboxypeptidase activity
at_At2g22980 GO0004185 serine carboxypeptidase activity
at_At2g23010 GO0004185 serine carboxypeptidase activity
at_At2g24010 GO0004185 serine carboxypeptidase activity
at_At2g35770 GO0004185 serine carboxypeptidase activity
at_At3g07990 GO0004185 serine carboxypeptidase activity
at_At3g10410 GO0004185 serine carboxypeptidase activity
at_At3g10450 GO0004185 serine carboxypeptidase activity
at_At3g17180 GO0004185 serine carboxypeptidase activity
at_At3g25420 GO0004185 serine carboxypeptidase activity
at_At3g45010 GO0004185 serine carboxypeptidase activity
at_At3g52010 GO0004185 serine carboxypeptidase activity
at_At3g56540 GO0004185 serine carboxypeptidase activity
at_At4g12910 GO0004185 serine carboxypeptidase activity
at_At4g15100 GO0004185 serine carboxypeptidase activity
at_At4g30810 GO0004185 serine carboxypeptidase activity
at_At5g08260 GO0004185 serine carboxypeptidase activity
at_At5g23210 GO0004185 serine carboxypeptidase activity
Training Accuracy: 24/24 (100.00%)
Training Frequency class 'GO0008238': 36/2915 (1.23%)
Evaluation on validation data (1468 items):
at_At1g43780 GO0004185 serine carboxypeptidase activity
at_At1g73270 GO0004185 serine carboxypeptidase activity
at_At2g22990 GO0004185 serine carboxypeptidase activity
GO0016752 sinapoyltransferase activity
at_At3g52000 GO0004185 serine carboxypeptidase activity
at_At3g52020 GO0004185 serine carboxypeptidase activity
at_At3g16550 - GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At3g21640 - GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005516 calmodulin binding
GO0005528 FK506 binding
at_At5g09640 GO0004185 serine carboxypeptidase activity
GO0016752 sinapoyltransferase activity
at_At5g22960 GO0004185 serine carboxypeptidase activity
at_At5g22980 GO0004185 serine carboxypeptidase activity
at_At5g36950 - GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g39830 - GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g58840 - GO0004289 subtilase activity
at_At5g59190 - GO0004289 subtilase activity
at_At1g28110 GO0004185 serine carboxypeptidase activity
Validation Accuracy: 9/15 (60.00%)
Validation Frequency class 'GO0008238': 13/1468 (0.89%)
Evaluation on propertest data (2516 items):
at_At1g33540 GO0004185 serine carboxypeptidase activity
at_At1g51150 - GO0004252 serine-type endopeptidase activity
GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At1g61130 GO0004185 serine carboxypeptidase activity
at_At1g71010 - GO0016308 1-phosphatidylinositol-4-phosphate 5-kinase activity
at_At2g24000 GO0004185 serine carboxypeptidase activity
at_At1g15000 GO0004185 serine carboxypeptidase activity
at_At2g05850 GO0004185 serine carboxypeptidase activity
at_At2g23000 GO0004185 serine carboxypeptidase activity
at_At2g27920 GO0004185 serine carboxypeptidase activity
at_At2g35780 GO0004185 serine carboxypeptidase activity
at_At3g02110 GO0004185 serine carboxypeptidase activity
at_At3g03380 - GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At3g12203 GO0004185 serine carboxypeptidase activity
at_At3g12220 GO0004185 serine carboxypeptidase activity
at_At3g12230 GO0004185 serine carboxypeptidase activity
at_At3g12240 GO0004185 serine carboxypeptidase activity
at_At3g27925 - GO0008236 serine-type peptidase activity
at_At3g54010 - GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0005528 FK506 binding
at_At3g63470 GO0004185 serine carboxypeptidase activity
at_At4g20430 - GO0004289 subtilase activity
at_At4g30610 GO0004187 carboxypeptidase D activity
at_At5g36180 GO0004185 serine carboxypeptidase activity
at_At5g42230 GO0004185 serine carboxypeptidase activity
at_At5g42240 GO0004185 serine carboxypeptidase activity
at_At5g67090 - GO0004289 subtilase activity
at_At1g65630 - GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At1g65640 - GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At2g33530 GO0004185 serine carboxypeptidase activity
Propertest Accuracy: 19/28 (67.86%)
Propertest Frequency class 'GO0008238': 29/2516 (1.15%)
New (unknown) data (1468 items):
at_At1g02650 - GO0003754 chaperone activity
at_At1g07280 - GO0005554 molecular_function unknown
at_At1g33400 - GO0005554 molecular_function unknown
at_At1g56090 - GO0005554 molecular_function unknown
at_At1g77230 - GO0005554 molecular_function unknown
at_At2g15790 - GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At2g47440 - GO0003754 chaperone activity
GO0003773 heat shock protein activity
at_At3g07370 - GO0005554 molecular_function unknown
at_At3g61720 - GO0005554 molecular_function unknown
at_At3g62570 - GO0003754 chaperone activity
GO0003773 heat shock protein activity
at_At5g43120 - GO0005554 molecular_function unknown
at_At5g50510 - GO0005554 molecular_function unknown
at_At5g50620 - GO0005554 molecular_function unknown
at_At3g61300 - GO0005554 molecular_function unknown
at_At1g58450 - no entry null
at_At4g22670 - GO0005554 molecular_function unknown
at_At4g37460 - GO0005554 molecular_function unknown
at_At1g22700 - GO0005554 molecular_function unknown
at_At5g21990 - GO0005554 molecular_function unknown
at_At1g62390 - GO0005554 molecular_function unknown
at_At1g51570 - GO0005554 molecular_function unknown
at_At1g56440 - GO0005554 molecular_function unknown
at_At3g14950 - GO0005554 molecular_function unknown
at_At2g12510 - no entry null
at_At3g50030 - GO0005554 molecular_function unknown
at_At4g23230 - GO0016301 kinase activity
at_At4g30480 - GO0005554 molecular_function unknown
at_At5g10090 - GO0005554 molecular_function unknown
at_At5g12970 - GO0005554 molecular_function unknown
------------------
Rule 97
eval(_1,_2,4.0e-3-0.1),species(_2,bacillus_subtilis),desc(_2,subunit) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,tetrahymena),keyword(_2,nuclear_protein) = 0
eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,485.0-667.0),classification(_2,trypanosoma) = 1
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,calcium_binding),desc(_2,alpha) = 0
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,mitochondrion),desc(_2,hypothetical) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,deinococci),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),classification(_2,cetartiodactyla) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,electron_transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,schizosaccharomyces) = 0
-> class GO0008270 "zinc ion binding"
Evaluation on training data (2915 items):
at_At1g18760 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g19310 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g23980 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g45180 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g49200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g51930 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g53820 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g63170 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g80400 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g04240 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g27940 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g29840 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g30580 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g34990 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g18930 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g19950 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g47990 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g53410 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g58720 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g60080 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g61180 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g01270 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_At4g13100 GO0005515 protein binding
GO0005516 calmodulin binding
GO0008270 zinc ion binding
at_At4g28270 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g30400 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g01980 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05810 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g06490 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g09740 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g10380 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g15790 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g17600 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g37270 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g38070 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g43420 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g45290 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g62460 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g64610 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g66070 GO0005515 protein binding
GO0008270 zinc ion binding
Training Accuracy: 41/41 (100.00%)
Training Frequency class 'GO0008270': 153/2915 (5.25%)
Evaluation on validation data (1468 items):
at_At1g35110 - GO0008234 cysteine-type peptidase activity
at_At1g35330 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g70910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74370 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g79810 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g02960 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g35420 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g37950 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g40830 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g46160 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g53310 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g17970 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g18780 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g14970 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g15740 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g25030 GO0005515 protein binding
GO0005516 calmodulin binding
GO0008270 zinc ion binding
at_At1g14260 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g42830 - GO0004842 ubiquitin-protein ligase activity
at_At3g46620 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g12190 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g12210 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g31210 - GO0003677 DNA binding
GO0003917 DNA topoisomerase type I activity
at_At4g31690 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g21960 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05830 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g06950 - GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At5g19080 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g19430 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g53910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g60820 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g60830 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g64920 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g65210 - GO0003677 DNA binding
GO0003700 transcription factor activity
GO0005516 calmodulin binding
at_At5g66160 GO0005515 protein binding
GO0008233 peptidase activity
GO0008270 zinc ion binding
at_At5g66940 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g67120 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g02610 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g72200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g42360 GO0005515 protein binding
GO0008270 zinc ion binding
Validation Accuracy: 30/39 (76.92%)
Validation Frequency class 'GO0008270': 86/1468 (5.86%)
Evaluation on propertest data (2516 items):
at_At1g04360 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g49850 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g04790 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g53010 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g62370 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g68070 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g69330 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g72220 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g73760 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74620 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74760 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74990 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g76920 - GO0004842 ubiquitin-protein ligase activity
at_At2g35000 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g15070 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g17920 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g26400 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g26580 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g17310 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g15580 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g18650 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g20030 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g22120 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g23780 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g26350 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g26550 - GO0004392 heme oxygenase (decyclizing) activity
at_At2g34440 - GO0003700 transcription factor activity
at_At1g11020 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g02290 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g02340 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g03550 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g04100 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g11110 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g13430 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g16720 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g28620 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g30460 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g47180 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g60220 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g62590 - GO0004806 triacylglycerol lipase activity
at_At3g62690 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g03960 - GO0004721 phosphoprotein phosphatase activity
at_At1g12760 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g13490 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g14220 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g22250 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g27470 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g28890 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g01380 - GO0003700 transcription factor activity
at_At5g01880 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g13730 - GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003899 DNA-directed RNA polymerase activity
GO0016987 sigma factor activity
at_At5g25560 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g37250 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41430 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41440 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41450 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g54990 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74350 - GO0003723 RNA binding
GO0003964 RNA-directed DNA polymerase activity
at_At2g28920 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g05200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g05250 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g10810 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g58630 - GO0003700 transcription factor activity
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: 59/70 (84.29%)
Propertest Frequency class 'GO0008270': 149/2516 (5.92%)
New (unknown) data (1468 items):
at_At1g02650 - GO0003754 chaperone activity
at_At1g10650 - GO0005554 molecular_function unknown
at_At1g12870 - GO0005554 molecular_function unknown
at_At1g15560 - GO0005554 molecular_function unknown
at_At1g15680 - GO0005554 molecular_function unknown
at_At1g18770 - no entry null
at_At1g19960 - GO0005554 molecular_function unknown
at_At1g29470 - GO0005554 molecular_function unknown
at_At1g36810 - no entry null
at_At1g44080 - GO0005554 molecular_function unknown
at_At1g48060 - GO0005554 molecular_function unknown
at_At1g48280 - GO0005554 molecular_function unknown
at_At1g50870 - GO0005554 molecular_function unknown
at_At1g60610 - GO0005554 molecular_function unknown
at_At1g65740 - GO0005554 molecular_function unknown
at_At1g66650 - GO0005554 molecular_function unknown
at_At1g77830 - no entry null
at_At1g79110 - GO0005554 molecular_function unknown
at_At2g02190 - no entry null
at_At2g05570 - no entry null
at_At2g06500 - GO0005554 molecular_function unknown
at_At2g07380 - no entry null
at_At2g15640 - GO0005554 molecular_function unknown
at_At2g15880 - GO0005554 molecular_function unknown
at_At2g16220 - GO0005554 molecular_function unknown
at_At2g16290 - GO0005554 molecular_function unknown
at_At2g17830 - GO0005554 molecular_function unknown
at_At2g21560 - GO0005554 molecular_function unknown
at_At2g32910 - GO0005554 molecular_function unknown
at_At2g38190 - no entry null
at_At3g07030 - no entry null
at_At3g07200 - GO0005554 molecular_function unknown
at_At3g10430 - GO0005554 molecular_function unknown
at_At3g16660 - GO0005554 molecular_function unknown
at_At3g17490 - GO0005554 molecular_function unknown
at_At3g17530 - GO0005554 molecular_function unknown
at_At3g17540 - GO0005554 molecular_function unknown
at_At3g17560 - GO0005554 molecular_function unknown
at_At3g18340 - GO0005554 molecular_function unknown
at_At3g20470 - GO0005199 structural constituent of cell wall
GO0005554 molecular_function unknown
at_At3g21810 - GO0003676 nucleic acid binding
at_At3g22220 - GO0005554 molecular_function unknown
at_At3g22350 - GO0005554 molecular_function unknown
at_At3g22710 - GO0005554 molecular_function unknown
at_At3g26010 - GO0005554 molecular_function unknown
at_At3g27280 - GO0005554 molecular_function unknown
at_At3g28090 - no entry null
at_At3g42890 - no entry null
at_At3g43050 - GO0004803 transposase activity
at_At3g52320 - GO0005554 molecular_function unknown
at_At3g54360 - GO0005554 molecular_function unknown
at_At3g55790 - GO0005554 molecular_function unknown
at_At3g57590 - GO0005554 molecular_function unknown
at_At3g60040 - GO0005554 molecular_function unknown
at_At4g00830 - GO0003723 RNA binding
at_At4g03780 - no entry null
at_At4g04240 - no entry null
at_At4g04520 - no entry null
at_At4g11750 - GO0005554 molecular_function unknown
at_At4g17200 - GO0005554 molecular_function unknown
at_At4g18670 - GO0005515 protein binding
at_At4g27120 - GO0005554 molecular_function unknown
at_At4g27880 - GO0005554 molecular_function unknown
at_At4g28430 - GO0005554 molecular_function unknown
at_At4g35840 - GO0005554 molecular_function unknown
at_At4g38630 - GO0001653 peptide receptor activity
at_At4g38870 - GO0005554 molecular_function unknown
at_At4g39820 - GO0005554 molecular_function unknown
at_At5g01370 - GO0005554 molecular_function unknown
at_At5g03870 - GO0005554 molecular_function unknown
at_At5g06420 - no entry null
at_At5g06550 - no entry null
at_At5g07610 - GO0005554 molecular_function unknown
at_At5g10800 - GO0003723 RNA binding
at_At5g15510 - GO0005554 molecular_function unknown
at_At5g17900 - GO0005554 molecular_function unknown
at_At5g24040 - GO0005554 molecular_function unknown
at_At5g33442 - no entry null
at_At5g34880 - no entry null
at_At5g36200 - GO0005554 molecular_function unknown
at_At5g36730 - GO0005554 molecular_function unknown
at_At5g37870 - GO0005554 molecular_function unknown
at_At5g38270 - GO0005554 molecular_function unknown
at_At5g41710 - no entry null
at_At5g42460 - GO0005554 molecular_function unknown
at_At5g47050 - GO0005554 molecular_function unknown
at_At5g47090 - GO0005554 molecular_function unknown
at_At5g51330 - GO0005554 molecular_function unknown
at_At5g55660 - GO0005554 molecular_function unknown
at_At5g55880 - GO0005554 molecular_function unknown
at_At5g57750 - no entry null
at_At5g61280 - GO0003677 DNA binding
at_At4g11100 - GO0005554 molecular_function unknown
at_At1g36950 - GO0005554 molecular_function unknown
at_At1g47390 - GO0005554 molecular_function unknown
at_At1g47790 - GO0005554 molecular_function unknown
at_At1g52950 - GO0005554 molecular_function unknown
at_At1g53550 - GO0005554 molecular_function unknown
at_At1g53600 - GO0005554 molecular_function unknown
at_At1g53860 - GO0003677 DNA binding
at_At1g54150 - GO0005554 molecular_function unknown
at_At1g69840 - GO0005554 molecular_function unknown
at_At1g73490 - GO0003723 RNA binding
at_At2g05970 - GO0005554 molecular_function unknown
at_At1g08190 - GO0000166 nucleotide binding
at_At2g15060 - GO0005554 molecular_function unknown
at_At2g15260 - no entry null
at_At2g16340 - GO0005554 molecular_function unknown
at_At2g18840 - GO0005554 molecular_function unknown
at_At2g33200 - GO0005554 molecular_function unknown
at_At2g36300 - GO0005554 molecular_function unknown
at_At2g36410 - GO0005554 molecular_function unknown
at_At2g36640 - GO0005554 molecular_function unknown
at_At2g43960 - GO0003723 RNA binding
at_At2g44410 - GO0005554 molecular_function unknown
at_At3g49650 - no entry null
at_At3g61790 - GO0005554 molecular_function unknown
at_At3g16740 - GO0005554 molecular_function unknown
at_At3g16820 - GO0005554 molecular_function unknown
at_At3g17620 - GO0005554 molecular_function unknown
at_At3g22800 - GO0005515 protein binding
at_At3g23970 - GO0005554 molecular_function unknown
at_At3g28350 - GO0005554 molecular_function unknown
at_At3g29270 - GO0005554 molecular_function unknown
at_At3g47020 - GO0005554 molecular_function unknown
at_At4g02210 - GO0005554 molecular_function unknown
at_At4g07530 - GO0005554 molecular_function unknown
at_At4g09190 - GO0005554 molecular_function unknown
at_At4g12820 - GO0005554 molecular_function unknown
at_At4g13540 - GO0005554 molecular_function unknown
at_At4g19930 - GO0005554 molecular_function unknown
at_At4g28590 - GO0005554 molecular_function unknown
at_At4g33970 - GO0005515 protein binding
at_At1g22040 - GO0005554 molecular_function unknown
at_At5g02630 - GO0005554 molecular_function unknown
at_At5g04050 - GO0005554 molecular_function unknown
at_At5g04730 - GO0005554 molecular_function unknown
at_At5g08140 - no entry null
at_At5g11270 - GO0005554 molecular_function unknown
at_At5g11620 - GO0005554 molecular_function unknown
at_At1g24580 - no entry null
at_At5g41510 - GO0005554 molecular_function unknown
at_At5g49610 - GO0005554 molecular_function unknown
at_At5g61980 - GO0005554 molecular_function unknown
at_At1g61620 - GO0005554 molecular_function unknown
at_At1g62270 - GO0005554 molecular_function unknown
at_At2g41980 - GO0005554 molecular_function unknown
at_At1g25240 - GO0005488 binding
at_At1g27510 - GO0005554 molecular_function unknown
at_At1g28060 - GO0005554 molecular_function unknown
at_At1g32340 - GO0005554 molecular_function unknown
at_At1g35760 - GO0004803 transposase activity
at_At1g51010 - GO0005554 molecular_function unknown
at_At1g04800 - GO0005554 molecular_function unknown
at_At1g01350 - no entry null
at_At1g66630 - GO0005554 molecular_function unknown
at_At1g67450 - GO0005554 molecular_function unknown
at_At1g79170 - GO0005554 molecular_function unknown
at_At3g14780 - GO0005554 molecular_function unknown
at_At3g15700 - no entry null
at_At3g43180 - no entry null
at_At4g18060 - GO0030276 clathrin binding
at_At5g04990 - GO0005554 molecular_function unknown
at_At5g14420 - GO0005554 molecular_function unknown
at_At5g55680 - GO0005554 molecular_function unknown
at_At5g55890 - GO0005554 molecular_function unknown
at_At1g15640 - GO0005554 molecular_function unknown
at_At1g16250 - GO0005554 molecular_function unknown
at_At2g02150 - GO0005554 molecular_function unknown
at_At2g02170 - GO0003677 DNA binding
at_At2g03470 - GO0003677 DNA binding
at_At2g06120 - GO0005554 molecular_function unknown
at_At2g06180 - no entry null
at_At1g07990 - GO0005554 molecular_function unknown
at_At2g16320 - no entry null
at_At2g20530 - GO0005554 molecular_function unknown
at_At2g26630 - GO0004803 transposase activity
at_At2g27520 - GO0005554 molecular_function unknown
at_At2g31030 - GO0008142 oxysterol binding
at_At2g41060 - GO0003723 RNA binding
at_At1g11400 - GO0005554 molecular_function unknown
at_At3g04640 - GO0005554 molecular_function unknown
at_At3g04770 - GO0003735 structural constituent of ribosome
at_At3g04930 - GO0005554 molecular_function unknown
at_At3g05110 - GO0005554 molecular_function unknown
at_At3g20030 - GO0005554 molecular_function unknown
at_At3g44120 - GO0005554 molecular_function unknown
at_At3g44950 - GO0005554 molecular_function unknown
at_At3g48860 - GO0005554 molecular_function unknown
at_At3g51170 - no entry null
at_At3g56860 - GO0003723 RNA binding
at_At4g04210 - GO0005554 molecular_function unknown
at_At4g09790 - GO0005554 molecular_function unknown
at_At4g13670 - GO0005554 molecular_function unknown
at_At4g13850 - GO0003723 RNA binding
at_At4g15150 - GO0005554 molecular_function unknown
at_At4g15650 - GO0005554 molecular_function unknown
at_At4g16240 - GO0005554 molecular_function unknown
at_At4g19940 - GO0005554 molecular_function unknown
at_At4g21620 - GO0005554 molecular_function unknown
at_At4g23580 - GO0005554 molecular_function unknown
at_At4g29030 - GO0005554 molecular_function unknown
at_At5g02050 - GO0005554 molecular_function unknown
at_At5g02930 - GO0005554 molecular_function unknown
at_At5g02950 - GO0005554 molecular_function unknown
at_At5g04280 - GO0003723 RNA binding
at_At5g09800 - GO0005554 molecular_function unknown
at_At5g16270 - GO0005554 molecular_function unknown
at_At5g16790 - GO0005554 molecular_function unknown
at_At5g36820 - GO0005554 molecular_function unknown
at_At5g37220 - GO0005554 molecular_function unknown
at_At5g37910 - GO0005554 molecular_function unknown
at_At5g41940 - GO0005554 molecular_function unknown
at_At5g42430 - GO0005554 molecular_function unknown
at_At5g43960 - GO0003723 RNA binding
at_At5g44140 - GO0005554 molecular_function unknown
at_At5g45100 - GO0005554 molecular_function unknown
at_At5g46130 - GO0005554 molecular_function unknown
at_At5g51570 - GO0005554 molecular_function unknown
at_At5g52790 - GO0005554 molecular_function unknown
at_At5g58790 - GO0005554 molecular_function unknown
at_At5g60060 - GO0005554 molecular_function unknown
at_At5g62440 - GO0005554 molecular_function unknown
at_At5g62510 - GO0005554 molecular_function unknown
at_At5g62800 - GO0005554 molecular_function unknown
at_At1g32660 - GO0005554 molecular_function unknown
at_At1g55070 - GO0005554 molecular_function unknown
at_At1g68820 - GO0005554 molecular_function unknown
at_At2g05540 - GO0005554 molecular_function unknown
at_At2g43260 - GO0005554 molecular_function unknown
at_At3g42130 - GO0005554 molecular_function unknown
at_At3g49980 - GO0005554 molecular_function unknown
at_At3g58040 - GO0005554 molecular_function unknown
at_At3g58280 - GO0005554 molecular_function unknown
at_At4g08720 - no entry null
at_At4g11870 - GO0005554 molecular_function unknown
at_At4g25710 - GO0005554 molecular_function unknown
at_At4g33290 - GO0005554 molecular_function unknown
at_At4g40090 - GO0005554 molecular_function unknown
at_At5g23780 - GO0005554 molecular_function unknown
at_At5g49940 - GO0005198 structural molecule activity
GO0005554 molecular_function unknown
at_At5g64180 - GO0005554 molecular_function unknown
at_At1g16630 - GO0005554 molecular_function unknown
------------------
Rule 69
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,synechococcus) = 0
eval(_1,_2,0.0-9.0e-25),desc(_2,type) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,cricetinae),keyword(_2,metal_binding) = 0
eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,1005.0-6487.0),keyword(_2,developmental_protein) = 1
eval(_1,_2,0.0-9.0e-25),db_ref(_2,pir),desc(_2,probable) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,hypothetical) = 1
eval(_1,_2,0.0-9.0e-25),db_ref(_2,smart),desc(_2,in) = 0
-> class GO0008270 "zinc ion binding"
Evaluation on training data (2915 items):
at_At1g02030 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g25250 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g28050 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g50440 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g51220 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g55110 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g17180 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g26940 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g28200 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g28710 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g45120 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g20880 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g23130 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g49930 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g62970 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g08590 GO0008270 zinc ion binding
at_At4g35280 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g05120 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g06070 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g10970 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g14010 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g18650 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g43540 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g57520 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g60470 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g63280 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g64610 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
Training Accuracy: 27/27 (100.00%)
Training Frequency class 'GO0008270': 153/2915 (5.25%)
Evaluation on validation data (1468 items):
at_At4g10380 - GO0015250 water channel activity
at_At1g03840 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g05140 - GO0004222 metalloendopeptidase activity
at_At1g60250 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g02080 - GO0003700 transcription factor activity
at_At2g02960 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 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g10480 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g17220 - GO0003743 translation initiation factor activity
at_At1g18780 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g45260 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g35610 - GO0003700 transcription factor activity
at_At5g01860 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g03510 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g04390 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g05830 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g26930 - 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: 21/27 (77.78%)
Validation Frequency class 'GO0008270': 86/1468 (5.86%)
Evaluation on propertest data (2516 items):
at_At1g34790 - GO0003700 transcription factor activity
at_At1g67030 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g80730 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g17810 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g35700 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g15480 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g25160 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g31380 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g01030 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g07050 - GO0005525 GTP binding
at_At3g13810 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g27380 - GO0000104 succinate dehydrogenase activity
GO0005489 electron transporter activity
at_At3g50700 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g57670 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g60580 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g13290 - GO0003700 transcription factor activity
at_At1g13400 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g06650 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g14140 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g25560 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g41940 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
Propertest Accuracy: 17/21 (80.95%)
Propertest Frequency class 'GO0008270': 149/2516 (5.92%)
New (unknown) data (1468 items):
at_At1g17870 - GO0005554 molecular_function unknown
at_At1g20990 - GO0005554 molecular_function unknown
at_At1g24630 - no entry null
at_At1g35880 - GO0005554 molecular_function unknown
at_At1g61710 - GO0005554 molecular_function unknown
at_At2g02470 - GO0003677 DNA binding
at_At2g17740 - GO0005554 molecular_function unknown
at_At2g28280 - no entry null
at_At2g37820 - GO0005554 molecular_function unknown
at_At2g42060 - GO0005554 molecular_function unknown
at_At2g44370 - GO0005554 molecular_function unknown
at_At3g23700 - GO0003723 RNA binding
at_At3g25850 - GO0005554 molecular_function unknown
at_At3g29770 - GO0016787 hydrolase activity
at_At3g50840 - GO0004871 signal transducer activity
at_At3g57180 - GO0005554 molecular_function unknown
at_At3g59130 - GO0005554 molecular_function unknown
at_At4g10670 - GO0005554 molecular_function unknown
at_At4g11980 - GO0016787 hydrolase activity
at_At4g15760 - GO0004497 monooxygenase activity
at_At4g23440 - GO0005554 molecular_function unknown
at_At5g02360 - GO0005554 molecular_function unknown
at_At5g10640 - no entry null
at_At5g42020 - GO0003773 heat shock protein activity
at_At5g46660 - GO0005554 molecular_function unknown
at_At5g46670 - GO0005554 molecular_function unknown
at_At1g80220 - GO0005554 molecular_function unknown
at_At2g44390 - GO0005554 molecular_function unknown
at_At1g11660 - GO0003773 heat shock protein activity
at_At1g12440 - GO0005554 molecular_function unknown
at_At3g21050 - GO0005554 molecular_function unknown
at_At4g08460 - GO0005554 molecular_function unknown
at_At4g09690 - GO0005554 molecular_function unknown
at_At5g05610 - GO0003677 DNA binding
at_At5g18570 - GO0005554 molecular_function unknown
at_At5g26210 - GO0003677 DNA binding
at_At5g43520 - GO0005554 molecular_function unknown
at_At5g60220 - GO0005554 molecular_function unknown
at_At1g03360 - no entry null
at_At1g35270 - no entry null
at_At1g56410 - GO0003773 heat shock protein activity
at_At1g66170 - GO0003677 DNA binding
at_At1g80280 - GO0016787 hydrolase activity
at_At2g21810 - GO0005554 molecular_function unknown
at_At1g09080 - GO0003773 heat shock protein activity
at_At2g35660 - GO0004497 monooxygenase activity
at_At2g37810 - GO0005554 molecular_function unknown
at_At2g44380 - GO0005554 molecular_function unknown
at_At3g04090 - no entry null
at_At3g11200 - GO0003677 DNA binding
at_At3g57130 - GO0005515 protein binding
at_At4g16440 - no entry null
at_At4g16660 - GO0003773 heat shock protein activity
at_At5g22920 - no entry null
at_At5g53050 - GO0016787 hydrolase activity
at_At1g14510 - GO0003677 DNA binding
at_At1g52750 - GO0016787 hydrolase activity
at_At5g49950 - GO0005554 molecular_function unknown
------------------
Rule 92
eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,54204.0-74022.0),classification(_2,kinetoplastida) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),keyword(_2,transcription_regulation) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),classification(_2,cetartiodactyla) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),classification(_2,plasmodium) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,schizosaccharomyces) = 0
-> class GO0008270 "zinc ion binding"
Evaluation on training data (2915 items):
at_At1g14200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g18760 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g19310 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g35630 GO0005515 protein binding
GO0008233 peptidase activity
GO0008270 zinc ion binding
at_At1g49210 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g51930 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g68180 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74410 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g01150 GO0004842 ubiquitin-protein ligase activity
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_At2g39100 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g43430 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g03510 GO0004842 ubiquitin-protein ligase activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g08590 GO0008270 zinc ion binding
at_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_At4g38140 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05280 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 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g46650 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g59550 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g66070 GO0005515 protein binding
GO0008270 zinc ion binding
Training Accuracy: 27/27 (100.00%)
Training Frequency class 'GO0008270': 153/2915 (5.25%)
Evaluation on validation data (1468 items):
at_At3g61550 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g51290 - GO0004842 ubiquitin-protein ligase activity
at_At1g53730 - GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g70910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g76410 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g18670 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g46160 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g52400 - GO0005486 t-SNARE activity
at_At3g55530 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g14970 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_At4g30370 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g21960 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g01520 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g22760 - GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At5g27420 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41400 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g53910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g66940 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g02610 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g15100 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g42350 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g42360 GO0005515 protein binding
GO0008270 zinc ion binding
Validation Accuracy: 20/26 (76.92%)
Validation Frequency class 'GO0008270': 86/1468 (5.86%)
Evaluation on propertest data (2516 items):
at_At1g26800 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g30010 - GO0003723 RNA binding
GO0003964 RNA-directed DNA polymerase activity
at_At1g53010 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g57730 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g63840 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g68070 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74620 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g47610 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g15580 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g23780 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g24480 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g47560 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_At3g14320 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g28620 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g30460 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g12140 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g01880 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g02750 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g20910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g37250 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41440 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41450 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g42200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74350 - GO0003723 RNA binding
GO0003964 RNA-directed DNA polymerase activity
at_At3g05250 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g10910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g09110 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: 30/32 (93.75%)
Propertest Frequency class 'GO0008270': 149/2516 (5.92%)
New (unknown) data (1468 items):
at_At1g09650 - GO0005554 molecular_function unknown
at_At1g11620 - GO0005554 molecular_function unknown
at_At1g12190 - GO0005554 molecular_function unknown
at_At1g16820 - GO0005554 molecular_function unknown
at_At1g18770 - no entry null
at_At1g19960 - GO0005554 molecular_function unknown
at_At1g22910 - GO0003723 RNA binding
at_At1g24490 - GO0005554 molecular_function unknown
at_At1g27010 - no entry null
at_At1g27540 - GO0005554 molecular_function unknown
at_At1g35880 - GO0005554 molecular_function unknown
at_At1g47800 - GO0005554 molecular_function unknown
at_At1g49220 - no entry null
at_At1g49360 - GO0005554 molecular_function unknown
at_At1g53620 - GO0005554 molecular_function unknown
at_At1g54550 - GO0005554 molecular_function unknown
at_At1g57580 - GO0005554 molecular_function unknown
at_At1g59560 - GO0005554 molecular_function unknown
at_At1g62780 - GO0005554 molecular_function unknown
at_At1g63900 - no entry null
at_At1g67800 - GO0005554 molecular_function unknown
at_At1g76220 - GO0005554 molecular_function unknown
at_At1g77830 - no entry null
at_At1g79380 - GO0005554 molecular_function unknown
at_At1g79590 - no entry null
at_At2g05520 - GO0005554 molecular_function unknown
at_At2g14290 - GO0005554 molecular_function unknown
at_At2g14500 - GO0005554 molecular_function unknown
at_At2g15880 - GO0005554 molecular_function unknown
at_At2g17940 - GO0005554 molecular_function unknown
at_At2g21300 - no entry null
at_At2g26160 - GO0005554 molecular_function unknown
at_At2g34000 - GO0005554 molecular_function unknown
at_At2g35910 - GO0005554 molecular_function unknown
at_At2g38190 - no entry null
at_At2g38590 - GO0005554 molecular_function unknown
at_At3g08640 - GO0005554 molecular_function unknown
at_At3g10880 - GO0005554 molecular_function unknown
at_At3g13680 - GO0005554 molecular_function unknown
at_At3g13820 - GO0005554 molecular_function unknown
at_At3g16660 - GO0005554 molecular_function unknown
at_At3g17320 - GO0005554 molecular_function unknown
at_At3g17500 - GO0005554 molecular_function unknown
at_At3g19140 - GO0005554 molecular_function unknown
at_At3g19470 - GO0005554 molecular_function unknown
at_At3g19890 - GO0005554 molecular_function unknown
at_At3g22650 - GO0005554 molecular_function unknown
at_At3g22870 - GO0005554 molecular_function unknown
at_At3g23260 - GO0005554 molecular_function unknown
at_At3g24580 - GO0005554 molecular_function unknown
at_At3g26010 - GO0005554 molecular_function unknown
at_At3g29500 - no entry null
at_At3g46250 - no entry null
at_At3g47160 - GO0005554 molecular_function unknown
at_At3g54360 - GO0005554 molecular_function unknown
at_At3g55790 - GO0005554 molecular_function unknown
at_At3g59940 - GO0005554 molecular_function unknown
at_At4g00830 - GO0003723 RNA binding
at_At4g10330 - GO0005554 molecular_function unknown
at_At4g12810 - GO0005554 molecular_function unknown
at_At4g16380 - no entry null
at_At4g19070 - GO0005554 molecular_function unknown
at_At4g35210 - GO0005554 molecular_function unknown
at_At4g35690 - GO0005554 molecular_function unknown
at_At4g35840 - GO0005554 molecular_function unknown
at_At4g39130 - no entry null
at_At5g03970 - GO0005554 molecular_function unknown
at_At5g10350 - GO0003723 RNA binding
at_At5g17270 - GO0005554 molecular_function unknown
at_At5g20150 - GO0005554 molecular_function unknown
at_At5g28590 - GO0005554 molecular_function unknown
at_At5g61660 - GO0005554 molecular_function unknown
at_At1g52490 - GO0005554 molecular_function unknown
at_At1g53600 - GO0005554 molecular_function unknown
at_At1g06090 - GO0016491 oxidoreductase activity
at_At1g73490 - GO0003723 RNA binding
at_At1g75550 - GO0005554 molecular_function unknown
at_At2g04750 - GO0005554 molecular_function unknown
at_At2g14390 - GO0005554 molecular_function unknown
at_At2g16340 - GO0005554 molecular_function unknown
at_At2g18840 - GO0005554 molecular_function unknown
at_At2g33190 - GO0005554 molecular_function unknown
at_At2g34860 - GO0005554 molecular_function unknown
at_At2g36300 - GO0005554 molecular_function unknown
at_At2g36410 - GO0005554 molecular_function unknown
at_At1g10110 - GO0005554 molecular_function unknown
at_At3g07190 - GO0005554 molecular_function unknown
at_At3g56470 - GO0005554 molecular_function unknown
at_At3g17620 - GO0005554 molecular_function unknown
at_At3g21170 - GO0005554 molecular_function unknown
at_At3g22800 - GO0005515 protein binding
at_At3g24760 - GO0005554 molecular_function unknown
at_At3g28350 - GO0005554 molecular_function unknown
at_At4g08230 - GO0005554 molecular_function unknown
at_At4g22180 - GO0005554 molecular_function unknown
at_At4g29020 - GO0005554 molecular_function unknown
at_At4g33970 - GO0005515 protein binding
at_At5g25290 - GO0005554 molecular_function unknown
at_At1g24580 - no entry null
at_At5g61980 - GO0005554 molecular_function unknown
at_At1g20940 - GO0005554 molecular_function unknown
at_At1g24440 - GO0005554 molecular_function unknown
at_At1g32430 - GO0005554 molecular_function unknown
at_At1g35350 - GO0005554 molecular_function unknown
at_At1g51010 - GO0005554 molecular_function unknown
at_At1g04800 - GO0005554 molecular_function unknown
at_At1g55990 - GO0005554 molecular_function unknown
at_At1g56200 - GO0005554 molecular_function unknown
at_At1g57790 - GO0005554 molecular_function unknown
at_At1g58090 - GO0005554 molecular_function unknown
at_At1g79170 - GO0005554 molecular_function unknown
at_At2g17730 - no entry null
at_At3g52410 - GO0005554 molecular_function unknown
at_At3g61460 - GO0005554 molecular_function unknown
at_At4g18060 - GO0030276 clathrin binding
at_At4g35480 - GO0005554 molecular_function unknown
at_At5g47300 - GO0005554 molecular_function unknown
at_At5g56220 - GO0005554 molecular_function unknown
at_At2g17460 - no entry null
at_At2g18780 - GO0005554 molecular_function unknown
at_At1g01680 - GO0005554 molecular_function unknown
at_At2g30560 - GO0005554 molecular_function unknown
at_At2g41060 - GO0003723 RNA binding
at_At2g41350 - GO0005554 molecular_function unknown
at_At3g04640 - GO0005554 molecular_function unknown
at_At3g04990 - GO0005554 molecular_function unknown
at_At1g11850 - GO0005554 molecular_function unknown
at_At3g18720 - GO0005554 molecular_function unknown
at_At3g20690 - GO0005554 molecular_function unknown
at_At3g20710 - GO0005554 molecular_function unknown
at_At3g28440 - no entry null
at_At3g44950 - GO0005554 molecular_function unknown
at_At3g46270 - GO0005554 molecular_function unknown
at_At3g49520 - GO0005554 molecular_function unknown
at_At3g50980 - no entry null
at_At4g01400 - GO0005554 molecular_function unknown
at_At4g07930 - no entry null
at_At4g12560 - GO0005554 molecular_function unknown
at_At4g15970 - GO0005554 molecular_function unknown
at_At4g16240 - GO0005554 molecular_function unknown
at_At4g21620 - GO0005554 molecular_function unknown
at_At4g22170 - GO0005554 molecular_function unknown
at_At4g29030 - GO0005554 molecular_function unknown
at_At4g30450 - GO0005554 molecular_function unknown
at_At5g04280 - GO0003723 RNA binding
at_At5g05750 - GO0003754 chaperone activity
at_At5g14160 - GO0005554 molecular_function unknown
at_At5g19350 - GO0003723 RNA binding
at_At5g37220 - GO0005554 molecular_function unknown
at_At5g48660 - GO0005554 molecular_function unknown
at_At5g51000 - GO0005554 molecular_function unknown
at_At5g51430 - GO0005554 molecular_function unknown
at_At5g58530 - no entry null
at_At5g62440 - GO0005554 molecular_function unknown
at_At1g68820 - GO0005554 molecular_function unknown
at_At1g70380 - GO0005554 molecular_function unknown
at_At2g05510 - GO0005554 molecular_function unknown
at_At2g05540 - GO0005554 molecular_function unknown
at_At2g17080 - GO0005554 molecular_function unknown
at_At2g35190 - GO0005484 SNAP receptor activity
at_At3g02950 - GO0005554 molecular_function unknown
at_At3g24480 - GO0005515 protein binding
at_At3g42130 - GO0005554 molecular_function unknown
at_At3g58280 - GO0005554 molecular_function unknown
at_At4g02430 - GO0003723 RNA binding
at_At4g11870 - GO0005554 molecular_function unknown
at_At4g18280 - GO0005554 molecular_function unknown
at_At4g40090 - GO0005554 molecular_function unknown
at_At5g07880 - GO0005484 SNAP receptor activity
at_At5g64180 - GO0005554 molecular_function unknown
------------------
Rule 481
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,multigene_family),desc(_2,subunit) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,firmicutes),keyword(_2,dna_binding) = 1
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,667.0-1005.0),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,signal) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 1
-> class GO0008483 "transaminase activity"
Evaluation on training data (2915 items):
at_At1g70580 GO0004021 alanine transaminase activity
GO0047958 glycine transaminase activity
at_At1g77670 GO0008483 transaminase activity
at_At2g13360 GO0008453 alanine-glyoxylate transaminase activity
at_At3g24090 GO0008483 transaminase activity
at_At5g04620 GO0008483 transaminase activity
at_At5g53970 GO0008483 transaminase activity
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0008483': 13/2915 (0.45%)
Evaluation on validation data (1468 items):
at_At4g11280 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At2g22910 - GO0004042 amino-acid N-acetyltransferase activity
at_At3g22200 GO0003867 4-aminobutyrate transaminase activity
GO0004015 adenosylmethionine-8-amino-7-oxononanoate transaminase activity
at_At4g36480 - GO0004758 serine C-palmitoyltransferase activity
at_At5g57590 GO0004015 adenosylmethionine-8-amino-7-oxononanoate transaminase activity
Validation Accuracy: 2/5 (40.00%)
Validation Frequency class 'GO0008483': 7/1468 (0.48%)
Evaluation on propertest data (2516 items):
at_At1g72330 GO0004021 alanine transaminase activity
at_At1g17290 GO0004021 alanine transaminase activity
at_At2g20340 - GO0004837 tyrosine decarboxylase activity
at_At3g48780 - GO0004758 serine C-palmitoyltransferase activity
at_At4g23590 GO0008483 transaminase activity
at_At4g23600 GO0004121 cystathionine beta-lyase activity
GO0008483 transaminase activity
Propertest Accuracy: 4/6 (66.67%)
Propertest Frequency class 'GO0008483': 14/2516 (0.56%)
New (unknown) data (1468 items):
at_At5g26600 - GO0005554 molecular_function unknown
------------------
Rule 434
eval(_1,_2,2.0e-5-4.0e-3),db_ref(_2,genew) = 0
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,hypothetical_protein) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,phaseoleae) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,eukaryota),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,electron_transport) = 1
-> class GO0008794 "arsenate reductase (glutaredoxin) activity"
Evaluation on training data (2915 items):
at_At1g03020 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g77370 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g20270 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g47880 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15700 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g20500 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0008794': 6/2915 (0.21%)
Evaluation on validation data (1468 items):
at_At2g26910 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g15660 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15690 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g18600 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g63030 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'GO0008794': 4/1468 (0.27%)
Evaluation on propertest data (2516 items):
at_At1g26100 - GO0008805 carbon-monoxide oxygenase activity
at_At3g62930 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15670 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15680 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g09600 - GO0000104 succinate dehydrogenase activity
at_At5g14070 - GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
Propertest Accuracy: 3/6 (50.00%)
Propertest Frequency class 'GO0008794': 3/2516 (0.12%)
New (unknown) data (1468 items):
at_At1g25290 - GO0005554 molecular_function unknown
at_At1g50940 - no entry null
at_At3g10860 - no entry null
at_At3g27240 - GO0045153 electron transporter\, transferring electrons within CoQH2-cytochrome c reductase complex activity
at_At3g59070 - GO0005554 molecular_function unknown
at_At4g10040 - GO0009055 electron carrier activity
at_At5g05370 - no entry null
at_At5g43430 - no entry null
at_At5g47530 - GO0005554 molecular_function unknown
at_At5g66450 - GO0005554 molecular_function unknown
at_At2g04850 - GO0005554 molecular_function unknown
at_At3g15660 - GO0005554 molecular_function unknown
at_At5g40810 - GO0045153 electron transporter\, transferring electrons within CoQH2-cytochrome c reductase complex activity
at_At1g22840 - GO0009055 electron carrier activity
at_At1g54500 - GO0005489 electron transporter activity
GO0046872 metal ion binding
at_At3g61750 - GO0005554 molecular_function unknown
at_At1g14730 - no entry null
at_At3g07570 - GO0005554 molecular_function unknown
at_At3g21460 - no entry null
at_At4g05450 - GO0009055 electron carrier activity
at_At4g12980 - GO0005554 molecular_function unknown
at_At5g54830 - no entry null
at_At5g35735 - GO0005554 molecular_function unknown
------------------
Rule 539
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,drosophila),desc(_2,probable) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,geobacillus),db_ref(_2,interpro) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,schizosaccharomyces_pombe__fission_yeast_),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,caryophyllales),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,campylobacterales),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),desc(_2,chromosome) = 0
-> class GO0015103 "inorganic anion transporter activity"
Evaluation on training data (2915 items):
at_At1g12940 GO0015112 nitrate transporter activity
at_At1g15960 GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At1g20860 GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At1g23090 GO0015116 sulfate transporter activity
at_At1g47240 GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At2g47160 GO0015106 bicarbonate transporter activity
GO0015380 anion exchanger activity
at_At3g12520 GO0015116 sulfate transporter activity
at_At3g62270 GO0015380 anion exchanger activity
at_At4g32510 GO0015380 anion exchanger activity
at_At5g43350 GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At5g67330 GO0005384 manganese ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
Training Accuracy: 11/11 (100.00%)
Training Frequency class 'GO0015103': 15/2915 (0.51%)
Evaluation on validation data (1468 items):
at_At1g80310 GO0015116 sulfate transporter activity
at_At1g80830 GO0005384 manganese ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At2g29650 - GO0005351 sugar porter activity
GO0008514 organic anion transporter 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_At3g45060 GO0015112 nitrate transporter activity
at_At5g11690 - GO0015450 protein translocase activity
at_At5g43360 GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
Validation Accuracy: 6/9 (66.67%)
Validation Frequency class 'GO0015103': 16/1468 (1.09%)
Evaluation on propertest data (2516 items):
at_At1g74810 GO0015380 anion exchanger activity
at_At4g26670 - GO0015450 protein translocase activity
at_At2g16980 - GO0008493 tetracycline transporter activity
at_At2g16990 - GO0008493 tetracycline transporter activity
at_At2g23150 GO0005384 manganese ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At2g25680 GO0015116 sulfate transporter activity
at_At4g10310 - GO0015081 sodium ion transporter activity
at_At3g05400 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g43370 GO0003999 adenine phosphoribosyltransferase activity
GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At1g15460 GO0015380 anion exchanger activity
Propertest Accuracy: 5/10 (50.00%)
Propertest Frequency class 'GO0015103': 15/2516 (0.60%)
New (unknown) data (1468 items):
at_At3g17650 - GO0015198 oligopeptide transporter activity
at_At4g16160 - no entry null
at_At4g22850 - GO0005554 molecular_function unknown
at_At4g38050 - GO0015646 permease activity
at_At5g03280 - no entry null
at_At5g24380 - GO0015198 oligopeptide transporter activity
at_At5g25050 - GO0005215 transporter activity
at_At5g55930 - GO0015198 oligopeptide transporter activity
at_At5g64410 - GO0015198 oligopeptide transporter activity
at_At1g64650 - GO0005554 molecular_function unknown
at_At1g65550 - GO0015646 permease activity
at_At4g16370 - GO0015198 oligopeptide transporter activity
at_At4g26590 - GO0015198 oligopeptide transporter activity
at_At4g29530 - GO0003824 catalytic activity
at_At1g62280 - GO0005215 transporter activity
at_At1g72750 - no entry null
at_At5g24650 - no entry null
at_At2g19120 - GO0005554 molecular_function unknown
at_At2g38740 - GO0016787 hydrolase activity
at_At3g10960 - GO0015646 permease activity
at_At4g24120 - GO0015198 oligopeptide transporter activity
at_At4g27970 - GO0005215 transporter activity
at_At5g03555 - no entry null
at_At5g05310 - GO0005554 molecular_function unknown
at_At5g50300 - no entry null
at_At2g28900 - no entry null
at_At4g25840 - GO0016787 hydrolase activity
at_At5g24030 - GO0005215 transporter activity
------------------
Rule 546
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,drosophila),desc(_2,probable) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,streptomycineae),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,genew),desc(_2,subunit) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,campylobacterales),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,polymorphism) = 0
-> class GO0015171 "amino acid transporter activity"
Evaluation on training data (2915 items):
at_At1g08230 GO0015359 amino acid permease activity
at_At1g24400 GO0015359 amino acid permease activity
at_At1g31830 GO0015326 cationic amino acid transporter activity
at_At1g48640 GO0015359 amino acid permease activity
at_At1g58360 GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g61270 GO0015359 amino acid permease activity
at_At1g71680 GO0015359 amino acid permease activity
at_At1g77380 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g80510 GO0015359 amino acid permease activity
at_At2g01170 GO0015359 amino acid permease activity
at_At2g34960 GO0015326 cationic amino acid transporter activity
at_At2g38120 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At2g39130 GO0015359 amino acid permease activity
at_At2g39890 GO0015359 amino acid permease activity
at_At3g10600 GO0015326 cationic amino acid transporter activity
at_At3g19553 GO0015326 cationic amino acid transporter activity
at_At3g28960 GO0015359 amino acid permease activity
at_At3g30390 GO0015359 amino acid permease activity
at_At3g56200 GO0015359 amino acid permease activity
at_At5g02170 GO0015359 amino acid permease activity
at_At5g15240 GO0015359 amino acid permease activity
at_At5g16740 GO0015359 amino acid permease activity
at_At5g19500 GO0005279 amino acid-polyamine transporter activity
at_At5g38820 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At5g40780 GO0015359 amino acid permease activity
at_At5g63850 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
GO0015399 primary active transporter activity
Training Accuracy: 26/26 (100.00%)
Training Frequency class 'GO0015171': 28/2915 (0.96%)
Evaluation on validation data (1468 items):
at_At1g44100 GO0015171 amino acid transporter activity
GO0015174 basic amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g60160 - GO0015079 potassium ion transporter activity
at_At1g67640 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At2g21050 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At2g27760 - GO0004811 tRNA isopentenyltransferase activity
GO0009824 adenylate dimethylallyltransferase activity
at_At2g33260 GO0005302 L-tyrosine transporter activity
at_At2g35060 - GO0015079 potassium ion transporter activity
at_At2g40420 GO0005279 amino acid-polyamine transporter activity
at_At3g07610 - GO0003700 transcription factor activity
at_At1g17120 GO0015326 cationic amino acid transporter activity
at_At3g11900 GO0015171 amino acid transporter activity
GO0015173 aromatic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At4g33530 - GO0015079 potassium ion transporter activity
at_At5g04770 GO0015171 amino acid transporter activity
GO0015326 cationic amino acid transporter activity
at_At5g05630 GO0005554 molecular_function unknown
GO0015326 cationic amino acid transporter activity
at_At5g11690 - GO0015450 protein translocase activity
at_At5g41800 GO0015359 amino acid permease activity
at_At5g65990 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
Validation Accuracy: 11/17 (64.71%)
Validation Frequency class 'GO0015171': 13/1468 (0.89%)
Evaluation on propertest data (2516 items):
at_At1g25530 GO0015359 amino acid permease activity
at_At1g47670 GO0015359 amino acid permease activity
at_At1g77690 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At4g26670 - GO0015450 protein translocase activity
at_At5g14880 - GO0015079 potassium ion transporter activity
at_At1g10010 GO0015359 amino acid permease activity
at_At3g01760 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At3g02050 - GO0015079 potassium ion transporter activity
at_At3g03720 GO0015326 cationic amino acid transporter activity
at_At3g13620 GO0015326 cationic amino acid transporter activity
at_At3g54830 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At3g55740 GO0015359 amino acid permease activity
at_At4g21120 GO0015326 cationic amino acid transporter activity
at_At4g23640 - GO0015079 potassium ion transporter activity
at_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_At5g36940 GO0015326 cationic amino acid transporter activity
at_At5g49630 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g70300 - GO0015079 potassium ion transporter activity
at_At2g36590 GO0015359 amino acid permease activity
at_At5g23810 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
Propertest Accuracy: 17/22 (77.27%)
Propertest Frequency class 'GO0015171': 18/2516 (0.72%)
New (unknown) data (1468 items):
at_At1g49370 - no entry null
at_At4g16160 - no entry null
at_At5g01240 - GO0005215 transporter activity
at_At5g03280 - no entry null
at_At2g01690 - GO0005554 molecular_function unknown
at_At1g72750 - no entry null
at_At2g10440 - GO0005554 molecular_function unknown
at_At2g19120 - GO0005554 molecular_function unknown
at_At3g19640 - no entry null
at_At5g03555 - no entry null
at_At2g28900 - no entry null
------------------
Rule 616
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,streptomycineae),db_ref(_2,hssp) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),db_ref(_2,smart) = 0
-> class GO0015250 "water channel activity"
Evaluation on training data (2915 items):
at_At2g16850 GO0015250 water channel activity
at_At2g25810 GO0015250 water channel activity
at_At3g54820 GO0015250 water channel activity
at_At4g01470 GO0015250 water channel activity
at_At4g17340 GO0015250 water channel activity
at_At4g23400 GO0015250 water channel activity
at_At4g35100 GO0015250 water channel activity
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'GO0015250': 7/2915 (0.24%)
Evaluation on validation data (1468 items):
at_At3g61430 GO0015250 water channel activity
at_At4g10380 GO0015250 water channel activity
at_At1g73190 GO0015250 water channel activity
at_At3g26520 GO0015250 water channel activity
at_At2g34390 GO0015250 water channel activity
at_At2g45960 GO0015250 water channel activity
at_At3g53420 GO0015250 water channel activity
at_At4g00430 GO0015250 water channel activity
at_At3g16240 GO0015250 water channel activity
at_At3g26900 - GO0004765 shikimate kinase activity
at_At3g27440 - GO0004845 uracil phosphoribosyltransferase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g47440 GO0015250 water channel activity
at_At4g18910 GO0015250 water channel activity
at_At5g37820 GO0015250 water channel activity
at_At5g60660 GO0015250 water channel activity
Validation Accuracy: 13/15 (86.67%)
Validation Frequency class 'GO0015250': 14/1468 (0.95%)
Evaluation on propertest data (2516 items):
at_At1g80760 GO0015250 water channel activity
at_At2g21020 GO0015250 water channel activity
at_At3g06100 GO0015250 water channel activity
at_At5g47450 GO0015250 water channel activity
at_At2g16790 - GO0046316 gluconokinase activity
at_At1g08410 - GO0005525 GTP binding
at_At2g36830 GO0015250 water channel activity
at_At2g37170 GO0015250 water channel activity
at_At2g37180 GO0015250 water channel activity
at_At2g39010 GO0015250 water channel activity
at_At5g37810 GO0015250 water channel activity
at_At1g17810 GO0015250 water channel activity
Propertest Accuracy: 10/12 (83.33%)
Propertest Frequency class 'GO0015250': 11/2516 (0.44%)
New (unknown) data (1468 items):
at_At1g13870 - GO0005554 molecular_function unknown
at_At1g56050 - GO0005554 molecular_function unknown
at_At2g39270 - no entry null
at_At3g27830 - GO0003735 structural constituent of ribosome
at_At2g17240 - GO0005554 molecular_function unknown
at_At4g15800 - GO0005554 molecular_function unknown
at_At5g35170 - no entry null
at_At5g57960 - no entry null
at_At1g07620 - GO0005554 molecular_function unknown
at_At3g01820 - no entry null
at_At3g04090 - no entry null
at_At3g56950 - GO0005554 molecular_function unknown
at_At5g20300 - GO0005554 molecular_function unknown
------------------
Rule 609
eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,prodom) = 1
eval(_1,_2,4.0e-3-0.1),mol_wt(_2,38820.0-54204.0),classification(_2,halobacteria) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,streptomycineae),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,rna_binding),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,caenorhabditis_elegans),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,campylobacterales),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),keyword(_2,inner_membrane) = 1
-> class GO0015405 "P-P-bond-hydrolysis-driven transporter activity"
Evaluation on training data (2915 items):
at_At1g02530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g07670 GO0005388 calcium-transporting ATPase activity
at_At1g10130 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At1g10680 GO0004009 ATP-binding cassette (ABC) 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_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_At1g28010 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g30400 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0008559 xenobiotic-transporting ATPase activity
at_At1g51460 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g54280 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g59820 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
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_At1g68710 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g70610 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g72700 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g80660 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
at_At2g13610 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g18960 GO0005515 protein binding
GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
at_At2g19110 - GO0015434 cadmium-transporting ATPase activity
at_At2g28070 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g29940 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g34250 GO0015450 protein translocase activity
at_At2g39480 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13080 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13220 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13640 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g13900 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g21180 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g21250 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g22910 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g25610 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g28345 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28860 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g47730 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47740 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47750 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47770 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47790 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g53480 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g54540 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g55090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55130 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g57330 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g60160 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g60330 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
at_At3g62150 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g01820 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g18270 GO0003824 catalytic activity
GO0015450 protein translocase activity
at_At4g25450 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g27420 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g28620 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g28630 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g29900 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At4g30190 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase 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_At5g06530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g13580 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g21930 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g23630 GO0019829 cation-transporting ATPase activity
at_At5g44110 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g44240 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g52860 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g57110 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At5g57350 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
at_At5g58270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g60740 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g60790 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g61690 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g61730 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Training Accuracy: 77/78 (98.72%)
Training Frequency class 'GO0015405': 93/2915 (3.19%)
Evaluation on validation data (1468 items):
at_At3g60620 - GO0004605 phosphatidate cytidylyltransferase activity
at_At3g60970 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g03900 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g31820 - GO0015326 cationic amino acid transporter activity
at_At1g51500 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g59870 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g64550 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g39350 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g10670 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g24520 - GO0016887 ATPase activity
at_At2g34660 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g37360 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g41560 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At2g41700 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0015359 amino acid permease activity
at_At3g55100 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g59140 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62700 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13100 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g30300 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g09930 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g19410 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g02520 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g61740 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Validation Accuracy: 22/25 (88.00%)
Validation Frequency class 'GO0015405': 28/1468 (1.91%)
Evaluation on propertest data (2516 items):
at_At1g30410 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g30420 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g31770 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g32060 - GO0005524 ATP binding
GO0008974 phosphoribulokinase activity
at_At1g04120 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53270 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g54350 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g66950 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g71960 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g78720 GO0015450 protein translocase activity
at_At2g01320 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g06200 - GO0004385 guanylate kinase activity
at_At3g16340 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g52310 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g18050 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g04930 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g64840 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g07680 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g36380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g36910 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005516 calmodulin binding
at_At2g37280 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g45150 - GO0004605 phosphatidate cytidylyltransferase activity
at_At2g47000 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g21090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g25620 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g27870 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g28360 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g47760 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47950 - GO0016887 ATPase activity
at_At3g53510 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55110 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55320 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g63380 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At4g00900 GO0005388 calcium-transporting ATPase activity
at_At4g01830 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g15230 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g19210 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g37640 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
GO0015085 calcium ion transporter activity
at_At4g39850 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g02270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g03910 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g14100 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g44790 GO0004008 copper-exporting ATPase activity
GO0005375 copper ion transporter activity
GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g46540 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g53010 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At5g57450 - GO0003697 single-stranded DNA binding
GO0005515 protein binding
at_At5g61700 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g62670 - GO0016887 ATPase activity
at_At1g27940 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g47800 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g42640 - GO0016887 ATPase activity
at_At4g11730 - GO0016887 ATPase activity
at_At4g25750 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g25960 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g39040 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Propertest Accuracy: 47/55 (85.45%)
Propertest Frequency class 'GO0015405': 59/2516 (2.34%)
New (unknown) data (1468 items):
at_At2g01110 - GO0009977 delta-pH-dependent transporter activity
at_At2g33250 - GO0005554 molecular_function unknown
at_At1g80090 - GO0005554 molecular_function unknown
at_At2g07610 - no entry null
at_At2g22960 - no entry null
at_At5g64520 - GO0005554 molecular_function unknown
at_At1g78620 - GO0005554 molecular_function unknown
at_At2g37010 - GO0005215 transporter activity
at_At3g28344 - no entry null
at_At4g15220 - no entry null
at_At5g53850 - GO0016787 hydrolase activity
------------------
Rule 288
eval(_1,_2,4.0e-3-0.1),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,wormpep) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,oryctolagus_cuniculus__rabbit_),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,asteridae),keyword(_2,multigene_family) = 0
-> class GO0016228 "aldolase activity"
Evaluation on training data (2915 items):
at_At2g01140 GO0004332 fructose-bisphosphate aldolase activity
at_At2g21330 GO0004332 fructose-bisphosphate aldolase activity
at_At4g26520 GO0004332 fructose-bisphosphate aldolase activity
at_At4g26530 GO0004332 fructose-bisphosphate aldolase activity
at_At4g38970 GO0004332 fructose-bisphosphate aldolase activity
at_At5g03690 GO0004332 fructose-bisphosphate aldolase activity
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0016228': 7/2915 (0.24%)
Evaluation on validation data (1468 items):
at_At2g36460 GO0004332 fructose-bisphosphate aldolase activity
at_At3g52930 GO0004332 fructose-bisphosphate aldolase activity
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0016228': 5/1468 (0.34%)
Evaluation on propertest data (2516 items):
Propertest Accuracy: 0/0 (0.00%)
Propertest Frequency class 'GO0016228': 1/2516 (0.34%)
New (unknown) data (1468 items):
at_At1g52250 - GO0003777 microtubule motor activity
at_At2g22170 - GO0005554 molecular_function unknown
at_At4g15930 - GO0003777 microtubule motor activity
at_At4g27360 - GO0003777 microtubule motor activity
at_At1g23220 - GO0003777 microtubule motor activity
at_At5g20110 - GO0003777 microtubule motor activity
at_At5g62200 - GO0005554 molecular_function unknown
at_At3g16120 - GO0003777 microtubule motor activity
at_At4g39730 - GO0005554 molecular_function unknown
------------------
Rule 472
eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,asterales),db_ref(_2,interpro) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),classification(_2,brassica) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),classification(_2,solanum) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,rhizobium) = 0
-> class GO0016615 "malate dehydrogenase activity"
Evaluation on training data (2915 items):
at_At1g79750 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
at_At2g13560 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
at_At2g22780 GO0016615 malate dehydrogenase activity
at_At3g15020 GO0016615 malate dehydrogenase activity
at_At3g47520 GO0016615 malate dehydrogenase activity
at_At5g11670 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
at_At5g43330 GO0016615 malate dehydrogenase activity
at_At5g56720 GO0016615 malate dehydrogenase activity
at_At5g58330 GO0016615 malate dehydrogenase activity
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'GO0016615': 9/2915 (0.31%)
Evaluation on validation data (1468 items):
at_At4g00570 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
at_At4g17260 - GO0004457 lactate dehydrogenase activity
at_At5g09660 GO0016615 malate dehydrogenase activity
at_At2g19900 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'GO0016615': 3/1468 (0.20%)
Evaluation on propertest data (2516 items):
at_At1g04410 GO0016615 malate dehydrogenase activity
at_At5g25880 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
Propertest Accuracy: 2/2 (100.00%)
Propertest Frequency class 'GO0016615': 3/2516 (0.12%)
New (unknown) data (1468 items):
at_At1g47630 - GO0015034 cytochrome P450 activity
at_At1g60660 - GO0005554 molecular_function unknown
at_At5g09680 - GO0005554 molecular_function unknown
at_At5g66190 - GO0016491 oxidoreductase activity
at_At2g46650 - GO0005554 molecular_function unknown
at_At3g59340 - GO0005554 molecular_function unknown
at_At5g36130 - no entry null
at_At5g51900 - no entry null
at_At5g53560 - GO0005554 molecular_function unknown
at_At3g01910 - no entry null
at_At3g26125 - GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g05390 - GO0016491 oxidoreductase activity
at_At5g35920 - GO0015034 cytochrome P450 activity
at_At5g36140 - GO0015034 cytochrome P450 activity
------------------
Rule 455
eval(_1,_2,4.0e-3-0.1),classification(_2,orthoptera) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,cricetinae) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,gastropoda),db_ref(_2,prints) = 0
eval(_1,_2,8.0e-10-2.0e-5),db_ref(_2,genew),desc(_2,subunit) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,485.0-667.0),classification(_2,borrelia) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,mgd),desc(_2,homolog) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,signal) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,asterales),db_ref(_2,interpro) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),classification(_2,solanum) = 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,transferase) = 0
-> class GO0016616 "oxidoreductase activity\, acting on the CH-OH group of donors\, NAD or NADP as acceptor"
Evaluation on training data (2915 items):
at_At1g09420 GO0004345 glucose-6-phosphate 1-dehydrogenase activity
at_At1g17650 GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
at_At1g24280 GO0004345 glucose-6-phosphate 1-dehydrogenase activity
at_At1g26570 GO0003979 UDP-glucose 6-dehydrogenase activity
at_At1g54340 GO0004450 isocitrate dehydrogenase (NADP+) activity
at_At1g64190 GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
at_At1g64710 GO0004022 alcohol dehydrogenase activity
at_At1g65930 GO0004450 isocitrate dehydrogenase (NADP+) activity
at_At1g68010 GO0008465 glycerate dehydrogenase activity
at_At1g80560 GO0003862 3-isopropylmalate dehydrogenase activity
at_At2g17130 GO0004449 isocitrate dehydrogenase (NAD+) activity
at_At2g21890 GO0046029 mannitol dehydrogenase activity
at_At3g06860 GO0004300 enoyl-CoA hydratase activity
GO0016509 long-chain-3-hydroxyacyl-CoA dehydrogenase activity
at_At3g07690 GO0004367 glycerol-3-phosphate dehydrogenase (NAD+) activity
at_At3g15290 GO0008691 3-hydroxybutyryl-CoA dehydrogenase activity
at_At3g27300 GO0004345 glucose-6-phosphate 1-dehydrogenase activity
at_At3g29360 GO0003979 UDP-glucose 6-dehydrogenase activity
at_At3g58610 GO0004455 ketol-acid reductoisomerase activity
at_At4g29010 GO0004300 enoyl-CoA hydratase activity
GO0016509 long-chain-3-hydroxyacyl-CoA dehydrogenase activity
at_At4g34200 GO0004617 phosphoglycerate dehydrogenase activity
at_At4g35260 GO0004449 isocitrate dehydrogenase (NAD+) activity
at_At4g37970 GO0046029 mannitol dehydrogenase activity
at_At4g37980 GO0046029 mannitol dehydrogenase activity
at_At5g01670 GO0004032 aldehyde reductase activity
at_At5g03290 GO0004449 isocitrate dehydrogenase (NAD+) activity
at_At5g13110 GO0004345 glucose-6-phosphate 1-dehydrogenase activity
at_At5g14200 GO0003862 3-isopropylmalate dehydrogenase activity
at_At5g15490 GO0003979 UDP-glucose 6-dehydrogenase activity
at_At5g39320 GO0003979 UDP-glucose 6-dehydrogenase activity
at_At5g40760 GO0004345 glucose-6-phosphate 1-dehydrogenase activity
at_At5g41670 GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
Training Accuracy: 31/31 (100.00%)
Training Frequency class 'GO0016616': 42/2915 (1.44%)
Evaluation on validation data (1468 items):
at_At4g25100 - GO0008382 iron superoxide dismutase activity
at_At4g39330 GO0046029 mannitol dehydrogenase activity
at_At1g77120 GO0004022 alcohol dehydrogenase activity
at_At3g10920 - GO0008383 manganese superoxide dismutase activity
at_At2g21730 GO0046029 mannitol dehydrogenase activity
at_At2g40690 GO0004367 glycerol-3-phosphate dehydrogenase (NAD+) activity
at_At3g17240 - GO0004148 dihydrolipoyl dehydrogenase activity
at_At4g20930 GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
at_At1g22430 GO0004022 alcohol dehydrogenase activity
at_At1g22440 GO0004022 alcohol dehydrogenase activity
at_At5g35790 GO0004345 glucose-6-phosphate 1-dehydrogenase activity
at_At5g63620 - GO0008270 zinc ion binding
at_At1g15710 - GO0004665 prephenate dehydrogenase (NADP+) activity
Validation Accuracy: 8/13 (61.54%)
Validation Frequency class 'GO0016616': 17/1468 (1.16%)
Evaluation on propertest data (2516 items):
at_At1g31180 GO0003862 3-isopropylmalate dehydrogenase activity
at_At1g72680 GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At3g23810 - GO0004013 adenosylhomocysteinase activity
at_At4g35460 - GO0004791 thioredoxin-disulfide reductase activity
at_At4g35650 GO0004449 isocitrate dehydrogenase (NAD+) activity
at_At5g14590 GO0004450 isocitrate dehydrogenase (NADP+) activity
at_At5g14780 - GO0008863 formate dehydrogenase activity
at_At5g24760 GO0004022 alcohol dehydrogenase activity
at_At2g05990 - GO0004318 enoyl-[acyl-carrier protein] reductase (NADH) activity
GO0016491 oxidoreductase activity
GO0016631 enoyl-[acyl-carrier protein] reductase activity
at_At2g17420 - GO0004791 thioredoxin-disulfide reductase activity
at_At2g31250 - GO0008883 glutamyl-tRNA reductase activity
at_At2g41540 GO0004367 glycerol-3-phosphate dehydrogenase (NAD+) activity
at_At2g41680 - GO0004791 thioredoxin-disulfide reductase activity
at_At3g01010 GO0016616 oxidoreductase activity\, acting on the CH-OH group of donors\, NAD or NADP as acceptor
at_At3g02360 GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
at_At3g19450 GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At3g19480 GO0004617 phosphoglycerate dehydrogenase activity
at_At3g56350 - GO0008383 manganese superoxide dismutase activity
at_At4g22110 GO0004022 alcohol dehydrogenase activity
at_At4g34230 GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At4g36750 - GO0016655 oxidoreductase activity\, acting on NADH or NADPH\, quinone or similar compound as acceptor
at_At4g37990 GO0018456 aryl-alcohol dehydrogenase activity
GO0046029 mannitol dehydrogenase activity
at_At5g23310 - GO0008382 iron superoxide dismutase activity
at_At5g34930 - GO0004665 prephenate dehydrogenase (NADP+) activity
at_At5g40610 GO0004367 glycerol-3-phosphate dehydrogenase (NAD+) activity
at_At5g42250 GO0004022 alcohol dehydrogenase activity
at_At5g43940 - GO0004327 formaldehyde dehydrogenase (glutathione) activity
at_At5g51100 - GO0008382 iron superoxide dismutase activity
at_At5g51970 GO0003939 L-iditol 2-dehydrogenase activity
at_At5g54190 - GO0016491 oxidoreductase activity
GO0016630 protochlorophyllide reductase activity
at_At1g60710 - GO0003700 transcription factor activity
Propertest Accuracy: 16/31 (51.61%)
Propertest Frequency class 'GO0016616': 27/2516 (1.07%)
New (unknown) data (1468 items):
at_At1g01510 - GO0005515 protein binding
at_At1g10810 - GO0004033 aldo-keto reductase activity
at_At1g32480 - GO0016491 oxidoreductase activity
at_At1g55980 - GO0005554 molecular_function unknown
at_At1g60680 - GO0004033 aldo-keto reductase activity
at_At1g60730 - GO0004033 aldo-keto reductase activity
at_At1g63340 - GO0004497 monooxygenase activity
at_At1g71170 - no entry null
at_At2g21250 - GO0004033 aldo-keto reductase activity
at_At2g37760 - GO0004033 aldo-keto reductase activity
at_At2g37770 - GO0004033 aldo-keto reductase activity
at_At4g09750 - GO0016491 oxidoreductase activity
at_At5g04070 - GO0016491 oxidoreductase activity
at_At5g11330 - GO0016491 oxidoreductase activity
at_At5g14800 - no entry null
at_At5g50130 - GO0016491 oxidoreductase activity
at_At4g11410 - GO0016491 oxidoreductase activity
at_At1g59960 - GO0004033 aldo-keto reductase activity
at_At1g60690 - GO0004033 aldo-keto reductase activity
at_At1g60750 - GO0004033 aldo-keto reductase activity
at_At1g63940 - no entry null
at_At2g26230 - no entry null
at_At2g21260 - GO0004033 aldo-keto reductase activity
at_At2g45630 - no entry null
at_At3g53880 - GO0004033 aldo-keto reductase activity
at_At3g59840 - GO0005554 molecular_function unknown
at_At1g17740 - no entry null
at_At3g23500 - no entry null
at_At3g23520 - no entry null
at_At4g29120 - no entry null
at_At4g33670 - GO0004033 aldo-keto reductase activity
at_At5g16980 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g16990 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g22140 - GO0009055 electron carrier activity
at_At5g53580 - GO0004033 aldo-keto reductase activity
at_At1g71500 - GO0005554 molecular_function unknown
at_At1g72190 - GO0016491 oxidoreductase activity
at_At1g03480 - no entry null
at_At5g15940 - GO0016491 oxidoreductase activity
at_At2g37790 - GO0004033 aldo-keto reductase activity
at_At1g01800 - GO0016491 oxidoreductase activity
at_At3g27890 - no entry null
at_At3g44190 - GO0009055 electron carrier activity
at_At3g53910 - GO0005554 molecular_function unknown
at_At5g16960 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g16970 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g17000 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g28310 - GO0016491 oxidoreductase activity
at_At5g37980 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g62420 - GO0004033 aldo-keto reductase activity
------------------
Rule 460
eval(_1,_2,0.0-9.0e-25),classification(_2,cricetinae) = 1
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,firmicutes),keyword(_2,dna_binding) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,485.0-667.0),classification(_2,arabidopsis) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transferase),db_ref(_2,flybase) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,vibrionaceae),db_ref(_2,prosite) = 1
-> class GO0016620 "oxidoreductase activity\, acting on the aldehyde or oxo group of donors\, NAD or NADP as acceptor"
Evaluation on training data (2915 items):
at_At1g12900 GO0008943 glyceraldehyde-3-phosphate dehydrogenase activity
at_At1g13440 GO0008943 glyceraldehyde-3-phosphate dehydrogenase activity
at_At1g14810 GO0016620 oxidoreductase activity\, acting on the aldehyde or oxo group of donors\, NAD or NADP as acceptor
at_At1g23800 GO0004028 aldehyde dehydrogenase activity
at_At1g42970 GO0008886 glyceraldehyde-3-phosphate dehydrogenase (NADP+) activity
GO0008943 glyceraldehyde-3-phosphate dehydrogenase activity
at_At1g44170 GO0004028 aldehyde dehydrogenase activity
at_At1g74920 GO0004028 aldehyde dehydrogenase activity
at_At1g79440 GO0004028 aldehyde dehydrogenase activity
at_At1g79530 GO0008943 glyceraldehyde-3-phosphate dehydrogenase activity
at_At1g80820 GO0016621 cinnamoyl-CoA reductase activity
at_At2g02400 GO0016621 cinnamoyl-CoA reductase activity
at_At2g19940 GO0016620 oxidoreductase activity\, acting on the aldehyde or oxo group of donors\, NAD or NADP as acceptor
at_At2g24270 GO0004028 aldehyde dehydrogenase activity
at_At2g33600 GO0016621 cinnamoyl-CoA reductase activity
at_At3g26650 GO0008943 glyceraldehyde-3-phosphate dehydrogenase activity
at_At4g30470 GO0016621 cinnamoyl-CoA reductase activity
at_At4g34240 GO0004028 aldehyde dehydrogenase activity
at_At4g36250 GO0004028 aldehyde dehydrogenase activity
at_At5g14700 GO0016621 cinnamoyl-CoA reductase activity
Training Accuracy: 19/19 (100.00%)
Training Frequency class 'GO0016620': 19/2915 (0.65%)
Evaluation on validation data (1468 items):
at_At1g54100 GO0004028 aldehyde dehydrogenase activity
at_At1g64060 - GO0016175 superoxide-generating NADPH oxidase activity
at_At3g66658 GO0004028 aldehyde dehydrogenase activity
at_At4g19710 - GO0004072 aspartate kinase activity
GO0004412 homoserine dehydrogenase activity
at_At5g07390 - GO0016175 superoxide-generating NADPH oxidase activity
at_At5g42800 - GO0009985 dihydroflavonol(thiole) lyase activity
GO0045552 dihydrokaempferol 4-reductase activity
at_At1g15950 GO0016621 cinnamoyl-CoA reductase activity
Validation Accuracy: 3/7 (42.86%)
Validation Frequency class 'GO0016620': 3/1468 (0.20%)
Evaluation on propertest data (2516 items):
at_At1g61720 - GO0016491 oxidoreductase activity
GO0045552 dihydrokaempferol 4-reductase activity
at_At1g76470 GO0016621 cinnamoyl-CoA reductase activity
at_At2g23910 GO0016621 cinnamoyl-CoA reductase activity
at_At1g09480 - GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At1g09490 - GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At1g09500 - GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At1g09510 - GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At2g33590 GO0016621 cinnamoyl-CoA reductase activity
at_At3g04120 GO0004365 glyceraldehyde-3-phosphate dehydrogenase (phosphorylating) activity
GO0008943 glyceraldehyde-3-phosphate dehydrogenase activity
at_At3g48000 GO0004028 aldehyde dehydrogenase activity
at_At3g48170 GO0004028 aldehyde dehydrogenase activity
at_At5g52100 - GO0008839 dihydrodipicolinate reductase activity
at_At5g58490 GO0016621 cinnamoyl-CoA reductase activity
at_At5g62530 GO0004028 aldehyde dehydrogenase activity
at_At1g66800 - GO0045551 cinnamyl-alcohol dehydrogenase activity
Propertest Accuracy: 8/15 (53.33%)
Propertest Frequency class 'GO0016620': 13/2516 (0.52%)
New (unknown) data (1468 items):
at_At1g19540 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At1g25460 - GO0016491 oxidoreductase activity
at_At1g32100 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At2g20360 - GO0005554 molecular_function unknown
at_At2g39800 - GO0017084 delta1-pyrroline-5-carboxylate synthetase activity
at_At4g00110 - GO0003824 catalytic activity
at_At4g33360 - GO0005554 molecular_function unknown
at_At4g34540 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At4g35420 - GO0016614 oxidoreductase activity\, acting on CH-OH group of donors
at_At4g39230 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At1g75290 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At2g14200 - no entry null
at_At3g55610 - GO0017084 delta1-pyrroline-5-carboxylate synthetase activity
at_At4g31530 - GO0005554 molecular_function unknown
at_At5g02240 - GO0005554 molecular_function unknown
at_At1g34200 - GO0016491 oxidoreductase activity
at_At1g68540 - GO0016491 oxidoreductase activity
at_At2g37660 - GO0005554 molecular_function unknown
at_At4g13660 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At4g35250 - GO0005554 molecular_function unknown
------------------
Rule 535
eval(_1,_2,4.0e-3-0.1),classification(_2,epsilonproteobacteria),db_ref(_2,smart) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,drosophila),desc(_2,probable) = 0
eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,667.0-1005.0),classification(_2,emericella) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,streptomycineae),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,genew),desc(_2,subunit) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),desc(_2,probable) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,schizosaccharomyces_pombe__fission_yeast_),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eukaryota),keyword(_2,transport) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,caryophyllales),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,campylobacterales),db_ref(_2,prosite) = 0
-> class GO0015077 "monovalent inorganic cation transporter activity"
Evaluation on training data (2915 items):
at_At1g01790 GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At1g06970 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g08150 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g31120 GO0015079 potassium ion transporter activity
at_At1g54370 GO0015385 sodium\:hydrogen antiporter activity
at_At1g79400 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g79610 GO0015385 sodium\:hydrogen antiporter activity
at_At2g01980 GO0015385 sodium\:hydrogen antiporter activity
at_At2g13620 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At2g28180 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At2g31910 GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At3g19490 GO0015385 sodium\:hydrogen antiporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At3g52080 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
at_At3g53720 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At4g23700 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g22900 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
at_At5g22910 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g37060 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g41610 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g55470 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter activity
Training Accuracy: 20/20 (100.00%)
Training Frequency class 'GO0015077': 47/2915 (1.61%)
Evaluation on validation data (1468 items):
at_At1g52180 - GO0015250 water channel activity
at_At2g28170 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At4g00630 GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At3g13320 - GO0015368 calcium\:cation antiporter activity
GO0015369 calcium\:hydrogen antiporter activity
at_At5g01680 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter 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: 5/7 (71.43%)
Validation Frequency class 'GO0015077': 11/1468 (0.75%)
Evaluation on propertest data (2516 items):
at_At1g49810 GO0015385 sodium\:hydrogen antiporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At1g64170 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At3g06370 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At5g47560 - GO0017153 sodium\:dicarboxylate symporter activity
at_At2g16970 - GO0008493 tetracycline transporter activity
at_At2g29870 - GO0015250 water channel activity
at_At2g38290 - GO0008519 ammonium transporter activity
GO0015398 high affinity ammonium transporter activity
at_At3g05030 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_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_At4g13420 GO0015079 potassium ion transporter activity
at_At5g27150 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At1g14660 GO0015385 sodium\:hydrogen antiporter activity
at_At1g70330 - GO0005337 nucleoside transporter activity
GO0010174 nucleoside transporter activity\, against a concentration gradient
Propertest Accuracy: 11/16 (68.75%)
Propertest Frequency class 'GO0015077': 31/2516 (1.23%)
New (unknown) data (1468 items):
at_At1g09380 - GO0005554 molecular_function unknown
at_At1g11450 - GO0005554 molecular_function unknown
at_At1g18940 - GO0005554 molecular_function unknown
at_At1g32080 - GO0005554 molecular_function unknown
at_At1g61630 - GO0005337 nucleoside transporter activity
at_At1g64150 - GO0005554 molecular_function unknown
at_At1g68650 - GO0005554 molecular_function unknown
at_At1g80530 - GO0005554 molecular_function unknown
at_At3g09470 - GO0005554 molecular_function unknown
at_At3g25290 - GO0005554 molecular_function unknown
at_At3g45870 - GO0005554 molecular_function unknown
at_At4g01450 - GO0005554 molecular_function unknown
at_At4g28040 - GO0005554 molecular_function unknown
at_At5g14120 - GO0005554 molecular_function unknown
at_At5g20380 - GO0005554 molecular_function unknown
at_At5g25040 - GO0005215 transporter activity
at_At5g25420 - GO0015646 permease activity
at_At5g62890 - GO0015646 permease activity
at_At1g31470 - GO0005554 molecular_function unknown
at_At1g60030 - GO0015646 permease activity
at_At1g74780 - GO0005554 molecular_function unknown
at_At2g26510 - GO0015646 permease activity
at_At2g05760 - GO0015646 permease activity
at_At2g40900 - GO0005554 molecular_function unknown
at_At3g56160 - GO0005554 molecular_function unknown
at_At4g05120 - GO0005337 nucleoside transporter activity
at_At4g30420 - GO0005554 molecular_function unknown
at_At5g49990 - GO0015646 permease activity
at_At1g49960 - GO0015646 permease activity
at_At2g39210 - GO0005554 molecular_function unknown
at_At2g16660 - GO0005554 molecular_function unknown
at_At2g34190 - GO0015646 permease activity
at_At1g10540 - GO0015646 permease activity
at_At3g01630 - GO0005554 molecular_function unknown
at_At3g01930 - GO0005554 molecular_function unknown
at_At3g09990 - GO0005337 nucleoside transporter activity
at_At4g01430 - GO0005554 molecular_function unknown
at_At4g05130 - GO0005337 nucleoside transporter activity
at_At4g19450 - GO0005554 molecular_function unknown
at_At4g27720 - GO0005554 molecular_function unknown
at_At2g39510 - GO0005554 molecular_function unknown
at_At5g24000 - GO0005554 molecular_function unknown
------------------
Rule 358
eval(_1,_2,0.0-9.0e-25),classification(_2,phaseolus) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,oxidoreductase) = 1
-> class GO0016747 "transferase activity\, transferring groups other than amino-acyl groups"
Evaluation on training data (2915 items):
at_At1g19440 GO0008415 acyltransferase activity
at_At1g68530 GO0008415 acyltransferase activity
GO0009922 fatty acid elongase activity
at_At1g74960 GO0004312 fatty-acid synthase activity
GO0004315 3-oxoacyl-[acyl-carrier protein] synthase activity
at_At2g15090 GO0008415 acyltransferase activity
at_At2g16280 GO0008415 acyltransferase activity
at_At2g46720 GO0008415 acyltransferase activity
at_At3g10280 GO0008415 acyltransferase activity
at_At3g52160 GO0008415 acyltransferase activity
at_At4g34250 GO0008415 acyltransferase activity
at_At4g34520 GO0008415 acyltransferase activity
GO0009922 fatty acid elongase activity
at_At5g13930 GO0016210 naringenin-chalcone synthase activity
at_At5g49070 GO0008415 acyltransferase activity
Training Accuracy: 12/12 (100.00%)
Training Frequency class 'GO0016747': 35/2915 (1.20%)
Evaluation on validation data (1468 items):
at_At5g48880 GO0003988 acetyl-CoA C-acyltransferase activity
at_At1g04220 GO0008415 acyltransferase activity
at_At1g04710 GO0003988 acetyl-CoA C-acyltransferase activity
at_At2g26640 GO0008415 acyltransferase activity
at_At2g04540 GO0004312 fatty-acid synthase activity
at_At1g07720 GO0008415 acyltransferase activity
at_At4g34510 GO0008415 acyltransferase activity
at_At1g25450 GO0008415 acyltransferase activity
Validation Accuracy: 8/8 (100.00%)
Validation Frequency class 'GO0016747': 29/1468 (1.98%)
Evaluation on propertest data (2516 items):
at_At1g01120 GO0008415 acyltransferase activity
GO0009922 fatty acid elongase activity
at_At1g62640 GO0004315 3-oxoacyl-[acyl-carrier protein] synthase activity
at_At1g71160 GO0008415 acyltransferase activity
at_At5g04530 GO0008415 acyltransferase activity
at_At2g26250 GO0008415 acyltransferase activity
at_At2g28630 GO0008415 acyltransferase activity
at_At5g43760 GO0008415 acyltransferase activity
at_At5g48230 GO0003985 acetyl-CoA C-acetyltransferase activity
at_At4g11820 - GO0004421 hydroxymethylglutaryl-CoA synthase activity
Propertest Accuracy: 8/9 (88.89%)
Propertest Frequency class 'GO0016747': 49/2516 (1.95%)
New (unknown) data (1468 items):
at_At1g02050 - GO0005554 molecular_function unknown
at_At1g07750 - GO0045735 nutrient reservoir activity
at_At1g10460 - GO0005554 molecular_function unknown
at_At1g18970 - GO0005554 molecular_function unknown
at_At1g72610 - GO0005554 molecular_function unknown
at_At2g28680 - GO0045735 nutrient reservoir activity
at_At3g10080 - GO0005554 molecular_function unknown
at_At4g34850 - GO0005554 molecular_function unknown
at_At5g39100 - GO0005554 molecular_function unknown
at_At5g39110 - GO0005554 molecular_function unknown
at_At5g39150 - GO0005554 molecular_function unknown
at_At3g61540 - no entry null
at_At1g09560 - GO0005554 molecular_function unknown
at_At3g62020 - GO0005554 molecular_function unknown
at_At1g18980 - GO0005554 molecular_function unknown
at_At5g39120 - GO0005554 molecular_function unknown
at_At5g39130 - GO0005554 molecular_function unknown
at_At1g74820 - GO0005554 molecular_function unknown
at_At5g64250 - GO0016491 oxidoreductase activity
at_At3g04150 - GO0005554 molecular_function unknown
at_At3g04170 - GO0005554 molecular_function unknown
at_At3g04190 - GO0005554 molecular_function unknown
at_At3g04200 - GO0005554 molecular_function unknown
at_At3g05930 - GO0005554 molecular_function unknown
at_At3g05950 - GO0005554 molecular_function unknown
at_At3g26840 - no entry null
at_At3g56930 - GO0005554 molecular_function unknown
at_At4g00040 - GO0005554 molecular_function unknown
at_At4g00620 - GO0003824 catalytic activity
at_At5g20630 - GO0005554 molecular_function unknown
at_At5g26700 - GO0005554 molecular_function unknown
at_At5g28580 - no entry null
at_At5g39180 - GO0005554 molecular_function unknown
at_At3g05280 - GO0005554 molecular_function unknown
at_At5g38910 - GO0005554 molecular_function unknown
at_At5g38940 - GO0005554 molecular_function unknown
at_At5g38960 - GO0005554 molecular_function unknown
------------------
Rule 409
eval(_1,_2,0.0-9.0e-25),classification(_2,squalea) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,viruses),db_ref(_2,smart) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,sorghum),db_ref(_2,pfam) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 1
-> class GO0016775 "phosphotransferase activity\, nitrogenous group as acceptor"
Evaluation on training data (2915 items):
at_At2g01830 GO0004673 protein-histidine kinase activity
at_At2g17820 GO0004673 protein-histidine kinase activity
GO0005034 osmosensor activity
GO0009927 histidine phosphotransfer kinase activity
at_At2g40940 GO0004673 protein-histidine kinase activity
at_At3g23150 GO0004673 protein-histidine kinase activity
at_At5g10720 GO0004673 protein-histidine kinase activity
at_At5g35750 GO0004673 protein-histidine kinase activity
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0016775': 6/2915 (0.21%)
Evaluation on validation data (1468 items):
at_At1g04310 GO0004673 protein-histidine kinase activity
at_At1g04920 - GO0016757 transferase activity\, transferring glycosyl groups
GO0046524 sucrose-phosphate synthase activity
at_At1g66340 GO0000156 two-component response regulator activity
GO0004673 protein-histidine kinase activity
at_At2g18790 GO0004673 protein-histidine kinase activity
GO0004871 signal transducer activity
GO0008020 G-protein coupled photoreceptor activity
at_At3g27000 - GO0003790 actin modulating activity
GO0005200 structural constituent of cytoskeleton
Validation Accuracy: 3/5 (60.00%)
Validation Frequency class 'GO0016775': 3/1468 (0.20%)
Evaluation on propertest data (2516 items):
at_At1g27320 GO0004673 protein-histidine kinase activity
at_At4g18130 GO0004673 protein-histidine kinase activity
GO0004871 signal transducer activity
GO0008020 G-protein coupled photoreceptor activity
at_At1g09570 GO0004673 protein-histidine kinase activity
GO0004871 signal transducer activity
GO0008020 G-protein coupled photoreceptor activity
GO0009883 red/far-red light photoreceptor activity
at_At2g47430 GO0000156 two-component response regulator activity
GO0004673 protein-histidine kinase activity
at_At3g04580 GO0004673 protein-histidine kinase activity
at_At3g06483 - GO0004740 [pyruvate dehydrogenase (lipoamide)] kinase activity
GO0005524 ATP binding
GO0009927 histidine phosphotransfer kinase activity
at_At4g16250 GO0004673 protein-histidine kinase activity
GO0004871 signal transducer activity
GO0008020 G-protein coupled photoreceptor activity
at_At5g35840 GO0004673 protein-histidine kinase activity
Propertest Accuracy: 7/8 (87.50%)
Propertest Frequency class 'GO0016775': 7/2516 (0.28%)
New (unknown) data (1468 items):
at_At1g13180 - GO0005200 structural constituent of cytoskeleton
at_At2g37620 - GO0005200 structural constituent of cytoskeleton
at_At2g42100 - GO0005200 structural constituent of cytoskeleton
at_At3g33520 - GO0005200 structural constituent of cytoskeleton
at_At3g53750 - GO0005200 structural constituent of cytoskeleton
at_At3g60830 - GO0005200 structural constituent of cytoskeleton
at_At5g56180 - GO0005200 structural constituent of cytoskeleton
at_At5g59370 - GO0005200 structural constituent of cytoskeleton
at_At3g12110 - GO0005200 structural constituent of cytoskeleton
at_At5g09810 - GO0005200 structural constituent of cytoskeleton
at_At3g18780 - GO0005200 structural constituent of cytoskeleton
at_At2g42090 - GO0005200 structural constituent of cytoskeleton
at_At3g46520 - GO0005200 structural constituent of cytoskeleton
at_At1g49240 - GO0005200 structural constituent of cytoskeleton
------------------
Rule 182
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,rhodophyta) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transmembrane) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,asterales) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,pasteurella) = 0
eval(_1,_2,2.0e-5-4.0e-3),mol_wt(_2,38820.0-54204.0),classification(_2,proteobacteria) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,prosite),desc(_2,putative) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,oryctolagus_cuniculus__rabbit_),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eutheria),db_ref(_2,interpro) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,deinococci),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,pisum) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,papilionoideae) = 0
-> class GO0016779 "nucleotidyltransferase activity"
Evaluation on training data (2915 items):
at_At1g23990 GO0003964 RNA-directed DNA polymerase activity
at_At1g27680 GO0008878 glucose-1-phosphate adenylyltransferase activity
at_At1g54250 GO0003899 DNA-directed RNA polymerase activity
at_At1g60850 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At1g74910 GO0016779 nucleotidyltransferase activity
at_At2g17610 GO0003964 RNA-directed DNA polymerase activity
at_At2g18250 GO0016779 nucleotidyltransferase activity
at_At2g25850 GO0016779 nucleotidyltransferase activity
at_At2g29540 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At2g32260 GO0004105 choline-phosphate cytidylyltransferase activity
at_At3g16980 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At3g52090 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At3g54490 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At3g55590 GO0016779 nucleotidyltransferase activity
at_At3g57080 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At3g59600 GO0003899 DNA-directed RNA polymerase activity
at_At4g07950 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003899 DNA-directed RNA polymerase activity
at_At5g19220 GO0008878 glucose-1-phosphate adenylyltransferase activity
at_At5g57980 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
Training Accuracy: 19/19 (100.00%)
Training Frequency class 'GO0016779': 47/2915 (1.61%)
Evaluation on validation data (1468 items):
at_At1g51750 GO0003964 RNA-directed DNA polymerase activity
at_At1g05610 GO0008878 glucose-1-phosphate adenylyltransferase activity
at_At1g60620 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At1g63140 - GO0008171 O-methyltransferase activity
at_At1g10520 GO0016449 lambda DNA polymerase activity
at_At3g62660 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g27970 - GO0004527 exonuclease activity
at_At4g36940 - GO0004516 nicotinate phosphoribosyltransferase activity
at_At5g51940 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At1g61700 GO0003899 DNA-directed RNA polymerase activity
Validation Accuracy: 6/10 (60.00%)
Validation Frequency class 'GO0016779': 29/1468 (1.98%)
Evaluation on propertest data (2516 items):
at_At1g03650 - GO0008080 N-acetyltransferase activity
at_At1g34100 - GO0004103 choline kinase activity
at_At1g01210 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003899 DNA-directed RNA polymerase activity
at_At5g15470 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g04630 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At2g04650 GO0016779 nucleotidyltransferase activity
at_At2g21590 GO0008878 glucose-1-phosphate adenylyltransferase activity
at_At2g38670 GO0004306 ethanolamine-phosphate cytidylyltransferase activity
at_At2g41340 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At3g02270 - GO0003743 translation initiation factor activity
at_At3g02350 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g22320 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At3g44650 GO0003964 RNA-directed DNA polymerase activity
at_At4g15130 GO0004105 choline-phosphate cytidylyltransferase activity
at_At4g39210 GO0008878 glucose-1-phosphate adenylyltransferase activity
at_At5g09920 GO0003899 DNA-directed RNA polymerase activity
at_At5g13780 - GO0008080 N-acetyltransferase activity
at_At2g15430 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At4g02490 GO0003964 RNA-directed DNA polymerase activity
at_At4g18970 - GO0016789 carboxylic ester hydrolase activity
Propertest Accuracy: 13/20 (65.00%)
Propertest Frequency class 'GO0016779': 57/2516 (2.27%)
New (unknown) data (1468 items):
at_At2g11180 - no entry null
at_At3g59720 - GO0004803 transposase activity
at_At4g34840 - GO0005554 molecular_function unknown
at_At5g38900 - GO0005554 molecular_function unknown
at_At5g41880 - no entry null
at_At4g24350 - no entry null
at_At1g78480 - GO0005554 molecular_function unknown
at_At2g07550 - no entry null
at_At2g46480 - GO0016757 transferase activity\, transferring glycosyl groups
at_At3g16680 - GO0005554 molecular_function unknown
at_At3g29750 - GO0005554 molecular_function unknown
at_At4g07840 - GO0003677 DNA binding
at_At4g26510 - no entry null
at_At5g25480 - GO0003677 DNA binding
at_At5g35820 - GO0004803 transposase activity
at_At5g47780 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g71750 - GO0016740 transferase activity
at_At2g01350 - no entry null
at_At2g06190 - GO0005554 molecular_function unknown
at_At2g07730 - no entry null
at_At2g38650 - GO0016757 transferase activity\, transferring glycosyl groups
at_At3g25450 - no entry null
at_At3g29782 - no entry null
at_At4g20520 - GO0005554 molecular_function unknown
at_At4g21470 - no entry null
at_At4g38270 - GO0016757 transferase activity\, transferring glycosyl groups
at_At5g05920 - GO0004171 deoxyhypusine synthase activity
at_At5g23330 - GO0005554 molecular_function unknown
------------------
Rule 212
eval(_1,_2,0.0-9.0e-25),species(_2,haemophilus_influenzae) = 0
eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,hydrolase),desc(_2,chromosome) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,paccad_clade),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,homo),keyword(_2,hydrolase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,lachnospiraceae),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,hydrolase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,electron_transport) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,signal) = 1
-> class GO0016789 "carboxylic ester hydrolase activity"
Evaluation on training data (2915 items):
at_At1g02810 GO0030599 pectinesterase activity
at_At1g05800 GO0004806 triacylglycerol lipase activity
at_At1g06990 GO0016789 carboxylic ester hydrolase activity
at_At1g09390 GO0016789 carboxylic ester hydrolase activity
at_At1g11590 GO0030599 pectinesterase activity
at_At1g23500 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g28590 GO0016789 carboxylic ester hydrolase activity
at_At1g28600 GO0016789 carboxylic ester hydrolase activity
at_At1g28610 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g30370 GO0004806 triacylglycerol lipase activity
at_At1g44980 GO0030599 pectinesterase activity
at_At1g51440 GO0004806 triacylglycerol lipase activity
at_At1g53830 GO0030599 pectinesterase activity
at_At1g53920 GO0016789 carboxylic ester hydrolase activity
at_At1g53940 GO0016789 carboxylic ester hydrolase activity
at_At1g54000 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g54020 GO0016789 carboxylic ester hydrolase activity
at_At1g54030 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g54790 GO0016789 carboxylic ester hydrolase activity
at_At1g56630 GO0004806 triacylglycerol lipase activity
at_At1g56670 GO0016789 carboxylic ester hydrolase activity
at_At1g58430 GO0016789 carboxylic ester hydrolase activity
at_At1g69940 GO0030599 pectinesterase activity
at_At1g71250 GO0016789 carboxylic ester hydrolase activity
at_At1g75900 GO0008415 acyltransferase activity
GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g75910 GO0008415 acyltransferase activity
GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g75920 GO0008415 acyltransferase activity
GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At2g04570 GO0016789 carboxylic ester hydrolase activity
at_At2g19150 GO0030599 pectinesterase activity
at_At2g21610 GO0030599 pectinesterase activity
at_At2g24560 GO0016789 carboxylic ester hydrolase activity
at_At2g30220 GO0016789 carboxylic ester hydrolase activity
at_At2g30310 GO0016789 carboxylic ester hydrolase activity
at_At2g31100 GO0004806 triacylglycerol lipase activity
at_At2g31540 GO0016789 carboxylic ester hydrolase activity
at_At2g40250 GO0016789 carboxylic ester hydrolase activity
at_At2g42690 GO0004806 triacylglycerol lipase activity
at_At2g47280 GO0030599 pectinesterase activity
at_At2g47550 GO0030599 pectinesterase activity
at_At3g06830 GO0030599 pectinesterase activity
at_At3g10720 GO0030599 pectinesterase activity
at_At3g14300 GO0030599 pectinesterase activity
at_At3g14360 GO0004806 triacylglycerol lipase activity
at_At3g14820 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At3g27950 GO0016789 carboxylic ester hydrolase activity
at_At3g29090 GO0030599 pectinesterase activity
at_At3g43570 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At3g48460 GO0016789 carboxylic ester hydrolase activity
at_At3g49220 GO0030599 pectinesterase activity
at_At3g50400 GO0016789 carboxylic ester hydrolase activity
at_At3g59010 GO0030599 pectinesterase activity
at_At3g61680 GO0004806 triacylglycerol lipase activity
at_At3g62170 GO0030599 pectinesterase activity
at_At4g02320 GO0030599 pectinesterase activity
at_At4g02330 GO0030599 pectinesterase activity
at_At4g16070 GO0004806 triacylglycerol lipase activity
at_At4g28780 GO0016789 carboxylic ester hydrolase activity
at_At4g30140 GO0016789 carboxylic ester hydrolase activity
at_At5g03980 GO0016789 carboxylic ester hydrolase activity
at_At5g04960 GO0030599 pectinesterase activity
at_At5g07410 GO0030599 pectinesterase activity
at_At5g07430 GO0030599 pectinesterase activity
at_At5g09760 GO0030599 pectinesterase activity
at_At5g14450 GO0016789 carboxylic ester hydrolase activity
at_At5g15720 GO0016789 carboxylic ester hydrolase activity
at_At5g18640 GO0004806 triacylglycerol lipase activity
at_At5g18990 GO0030599 pectinesterase activity
at_At5g19730 GO0030599 pectinesterase activity
at_At5g26810 GO0030599 pectinesterase activity
at_At5g27870 GO0030599 pectinesterase activity
at_At5g33370 GO0016789 carboxylic ester hydrolase activity
at_At5g40990 GO0016789 carboxylic ester hydrolase activity
at_At5g41890 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At5g45670 GO0016789 carboxylic ester hydrolase activity
at_At5g45950 GO0016789 carboxylic ester hydrolase activity
at_At5g45960 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At5g47500 GO0030599 pectinesterase activity
at_At5g51490 GO0030599 pectinesterase activity
at_At5g55050 GO0016789 carboxylic ester hydrolase activity
at_At5g55590 GO0030599 pectinesterase activity
at_At5g64640 GO0030599 pectinesterase activity
Training Accuracy: 81/81 (100.00%)
Training Frequency class 'GO0016789': 107/2915 (3.67%)
Evaluation on validation data (1468 items):
at_At5g49180 GO0030599 pectinesterase activity
at_At1g54010 GO0016789 carboxylic ester hydrolase activity
at_At1g05790 GO0004806 triacylglycerol lipase activity
at_At1g67830 GO0016789 carboxylic ester hydrolase activity
at_At1g68670 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g06800 GO0004806 triacylglycerol lipase activity
at_At1g73610 GO0016789 carboxylic ester hydrolase activity
at_At1g74460 GO0016789 carboxylic ester hydrolase activity
at_At1g75880 GO0008415 acyltransferase activity
GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g75930 GO0008415 acyltransferase activity
GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At2g26440 GO0030599 pectinesterase activity
at_At2g26450 GO0030599 pectinesterase activity
at_At2g23540 GO0016789 carboxylic ester hydrolase activity
at_At2g27360 GO0016789 carboxylic ester hydrolase activity
at_At2g31690 GO0004806 triacylglycerol lipase activity
at_At2g43050 GO0030599 pectinesterase activity
at_At3g52430 GO0004806 triacylglycerol lipase activity
GO0016298 lipase activity
at_At4g01130 GO0016789 carboxylic ester hydrolase activity
at_At3g09930 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g11370 GO0030599 pectinesterase activity
at_At1g11580 GO0030599 pectinesterase activity
at_At3g14070 - GO0015491 cation\:cation antiporter activity
at_At3g14220 GO0016789 carboxylic ester hydrolase activity
at_At3g27980 GO0030599 pectinesterase activity
at_At3g47400 GO0030599 pectinesterase activity
at_At4g03930 GO0030599 pectinesterase activity
at_At4g16820 GO0004806 triacylglycerol lipase activity
at_At4g26790 GO0016789 carboxylic ester hydrolase activity
at_At4g33220 GO0030599 pectinesterase activity
at_At5g03600 GO0016789 carboxylic ester hydrolase activity
at_At5g03820 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At5g42930 GO0004806 triacylglycerol lipase activity
at_At5g45910 GO0016789 carboxylic ester hydrolase activity
at_At1g28580 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g28650 GO0016789 carboxylic ester hydrolase activity
at_At1g28660 GO0016789 carboxylic ester hydrolase activity
at_At2g03980 GO0016789 carboxylic ester hydrolase activity
at_At2g30550 GO0004806 triacylglycerol lipase activity
at_At2g31550 GO0016789 carboxylic ester hydrolase activity
at_At2g42450 GO0004806 triacylglycerol lipase activity
Validation Accuracy: 38/40 (95.00%)
Validation Frequency class 'GO0016789': 48/1468 (3.27%)
Evaluation on propertest data (2516 items):
at_At1g23200 GO0030599 pectinesterase activity
at_At1g28570 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g28640 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g28670 GO0016789 carboxylic ester hydrolase activity
at_At1g29660 GO0016789 carboxylic ester hydrolase activity
at_At1g29670 GO0016789 carboxylic ester hydrolase activity
at_At1g31550 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g53990 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g05310 GO0030599 pectinesterase activity
at_At1g06250 GO0004806 triacylglycerol lipase activity
at_At1g71120 GO0016789 carboxylic ester hydrolase activity
at_At1g71691 GO0016789 carboxylic ester hydrolase activity
at_At2g36700 GO0030599 pectinesterase activity
at_At2g36710 GO0030599 pectinesterase activity
at_At3g16370 GO0016789 carboxylic ester hydrolase activity
at_At3g24130 GO0030599 pectinesterase activity
at_At3g43270 GO0030599 pectinesterase activity
at_At5g14930 GO0004806 triacylglycerol lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At2g42990 GO0016789 carboxylic ester hydrolase activity
at_At2g44810 GO0004806 triacylglycerol lipase activity
GO0008970 phospholipase A1 activity
at_At2g45220 GO0030599 pectinesterase activity
at_At2g47030 GO0030599 pectinesterase activity
at_At2g47040 GO0030599 pectinesterase activity
at_At3g04290 GO0016789 carboxylic ester hydrolase activity
at_At3g14210 GO0016789 carboxylic ester hydrolase activity
at_At3g14225 GO0016789 carboxylic ester hydrolase activity
at_At3g14310 GO0030599 pectinesterase activity
at_At3g17060 GO0030599 pectinesterase activity
at_At3g26430 GO0016789 carboxylic ester hydrolase activity
at_At3g53100 GO0016789 carboxylic ester hydrolase activity
at_At3g60730 GO0030599 pectinesterase activity
at_At3g62280 GO0016789 carboxylic ester hydrolase activity
at_At3g62590 GO0004806 triacylglycerol lipase activity
at_At4g00190 GO0030599 pectinesterase activity
at_At4g10950 GO0016789 carboxylic ester hydrolase activity
at_At4g13550 GO0004806 triacylglycerol lipase activity
at_At4g16230 GO0016789 carboxylic ester hydrolase activity
at_At5g03610 GO0016789 carboxylic ester hydrolase activity
at_At5g03810 GO0016789 carboxylic ester hydrolase activity
at_At5g08460 GO0016789 carboxylic ester hydrolase activity
at_At5g18430 GO0016789 carboxylic ester hydrolase activity
at_At5g18630 GO0004806 triacylglycerol lipase activity
at_At5g20860 GO0030599 pectinesterase activity
at_At5g22810 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At5g51500 GO0030599 pectinesterase activity
at_At5g53370 GO0030599 pectinesterase activity
at_At5g61680 GO0030599 pectinesterase activity
at_At5g63170 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g53840 GO0030599 pectinesterase activity
at_At1g58480 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g75890 GO0008415 acyltransferase activity
GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At3g05180 GO0016789 carboxylic ester hydrolase activity
at_At3g10710 GO0030599 pectinesterase activity
at_At4g02300 GO0030599 pectinesterase activity
at_At4g18550 GO0004806 triacylglycerol lipase activity
at_At4g18970 GO0016789 carboxylic ester hydrolase activity
at_At5g07420 GO0030599 pectinesterase activity
Propertest Accuracy: 57/57 (100.00%)
Propertest Frequency class 'GO0016789': 81/2516 (3.22%)
New (unknown) data (1468 items):
at_At1g03870 - GO0005554 molecular_function unknown
at_At1g18650 - GO0005554 molecular_function unknown
at_At1g34000 - GO0005554 molecular_function unknown
at_At1g47520 - no entry null
at_At1g57640 - GO0003677 DNA binding
at_At2g15770 - GO0005554 molecular_function unknown
at_At2g19060 - no entry null
at_At3g17150 - GO0046910 pectinesterase inhibitor activity
at_At3g24710 - GO0005554 molecular_function unknown
at_At3g49050 - GO0005516 calmodulin binding
at_At3g52140 - GO0005554 molecular_function unknown
at_At4g00650 - no entry null
at_At4g10690 - no entry null
at_At4g24690 - GO0005554 molecular_function unknown
at_At4g27210 - GO0003677 DNA binding
at_At5g37710 - GO0005516 calmodulin binding
at_At1g47360 - GO0004803 transposase activity
at_At1g77630 - GO0005554 molecular_function unknown
at_At2g06840 - GO0005554 molecular_function unknown
at_At2g10080 - no entry null
at_At2g16670 - GO0005554 molecular_function unknown
at_At2g19010 - no entry null
at_At2g19050 - no entry null
at_At3g23980 - GO0005554 molecular_function unknown
at_At4g04060 - no entry null
at_At4g13600 - GO0005554 molecular_function unknown
at_At1g20130 - no entry null
at_At1g33810 - GO0005554 molecular_function unknown
at_At2g06950 - GO0003677 DNA binding
at_At2g13940 - GO0005554 molecular_function unknown
at_At3g05610 - no entry null
at_At3g05620 - no entry null
at_At3g22840 - GO0016168 chlorophyll binding
at_At4g00500 - GO0005516 calmodulin binding
at_At4g14460 - no entry null
at_At4g34920 - GO0005554 molecular_function unknown
at_At4g34930 - GO0005554 molecular_function unknown
at_At4g38690 - GO0005554 molecular_function unknown
at_At3g42160 - GO0005554 molecular_function unknown
at_At4g11790 - GO0005554 molecular_function unknown
------------------
Rule 576
eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,prodom) = 1
eval(_1,_2,4.0e-3-0.1),classification(_2,methanobacteria),desc(_2,hypothetical) = 0
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,membrane),desc(_2,homolog) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,streptomycineae),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,campylobacterales),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),species(_2,mycobacterium_tuberculosis) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),keyword(_2,inner_membrane) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,dictyostelium) = 0
-> class GO0016818 "hydrolase activity\, acting on acid anhydrides\, in phosphorus-containing anhydrides"
Evaluation on training data (2915 items):
at_At1g04730 GO0016887 ATPase activity
at_At1g06430 GO0008237 metallopeptidase activity
GO0008270 zinc ion binding
GO0016887 ATPase activity
at_At1g09100 GO0005516 calmodulin binding
GO0016887 ATPase activity
at_At1g43910 GO0005524 ATP binding
GO0016887 ATPase activity
at_At1g50250 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At1g51380 GO0008026 ATP-dependent helicase activity
at_At1g55150 GO0008026 ATP-dependent helicase activity
at_At1g63160 GO0016887 ATPase activity
at_At1g72730 GO0008026 ATP-dependent helicase activity
at_At1g79560 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At2g16440 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At2g18330 GO0016887 ATPase activity
at_At2g20140 GO0016887 ATPase activity
at_At2g46620 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g13920 GO0003743 translation initiation factor activity
GO0008026 ATP-dependent helicase activity
at_At3g27120 GO0016887 ATPase activity
at_At3g28540 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28570 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28580 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g32920 GO0003677 DNA binding
GO0008094 DNA-dependent ATPase activity
at_At3g47060 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At3g50930 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g56690 GO0005516 calmodulin binding
GO0016887 ATPase activity
at_At4g02060 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At4g04180 GO0016887 ATPase activity
at_At4g27680 GO0016887 ATPase activity
at_At4g28000 GO0016887 ATPase activity
at_At4g30250 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g08470 GO0016887 ATPase activity
at_At5g11170 GO0008026 ATP-dependent helicase activity
at_At5g15250 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At5g17730 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g17740 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g19990 GO0016887 ATPase activity
at_At5g42270 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At5g49840 GO0016887 ATPase activity
at_At5g51070 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g53350 GO0016887 ATPase activity
at_At5g58290 GO0016887 ATPase activity
Training Accuracy: 39/39 (100.00%)
Training Frequency class 'GO0016818': 158/2915 (5.42%)
Evaluation on validation data (1468 items):
at_At1g03000 GO0016887 ATPase activity
at_At1g33360 GO0016887 ATPase activity
at_At1g50140 GO0016887 ATPase activity
at_At1g53780 GO0016887 ATPase activity
at_At1g64110 GO0016887 ATPase activity
at_At1g73110 GO0016887 ATPase activity
at_At1g77470 GO0016887 ATPase activity
at_At2g25530 GO0016887 ATPase activity
at_At2g18190 GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g29080 GO0016887 ATPase activity
at_At3g53230 - GO0005524 ATP binding
at_At3g15120 GO0016887 ATPase activity
at_At3g28510 GO0016887 ATPase activity
at_At4g18480 - GO0016851 magnesium chelatase activity
at_At4g23940 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At4g30490 GO0016887 ATPase activity
at_At1g24290 - GO0005524 ATP binding
at_At5g40000 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g53170 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At3g48870 GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g03670 GO0016887 ATPase activity
at_At2g19490 GO0003677 DNA binding
GO0008094 DNA-dependent ATPase activity
Validation Accuracy: 19/22 (86.36%)
Validation Frequency class 'GO0016818': 68/1468 (4.63%)
Evaluation on propertest data (2516 items):
at_At1g21690 GO0016887 ATPase activity
at_At1g02890 GO0016887 ATPase activity
at_At1g79050 GO0003677 DNA binding
GO0008094 DNA-dependent ATPase activity
at_At3g16290 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At2g07690 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At2g14050 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At2g25030 - GO0005524 ATP binding
at_At2g26140 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At2g30950 GO0004176 ATP-dependent peptidase activity
GO0008237 metallopeptidase activity
GO0008270 zinc ion binding
GO0016887 ATPase activity
at_At2g34560 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g01610 GO0016887 ATPase activity
at_At3g02450 GO0016887 ATPase activity
at_At3g04340 GO0016887 ATPase activity
at_At3g05530 GO0005516 calmodulin binding
GO0016887 ATPase activity
at_At3g09660 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At3g09840 GO0016887 ATPase activity
at_At3g28520 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28600 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28610 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g50940 GO0005524 ATP binding
GO0016887 ATPase activity
at_At4g05380 GO0016887 ATPase activity
at_At4g14790 GO0004004 ATP-dependent RNA helicase activity
at_At4g29040 GO0016887 ATPase activity
at_At4g36580 GO0016887 ATPase activity
at_At5g03340 GO0016887 ATPase activity
at_At5g16930 GO0016887 ATPase activity
at_At5g17750 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g20000 GO0016887 ATPase activity
at_At5g50920 GO0004176 ATP-dependent peptidase activity
GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g53540 GO0016887 ATPase activity
at_At5g57480 GO0016887 ATPase activity
at_At5g60990 GO0008026 ATP-dependent helicase activity
at_At1g53750 GO0016887 ATPase activity
at_At1g07510 GO0016887 ATPase activity
at_At3g03060 GO0016887 ATPase activity
at_At5g43010 GO0016887 ATPase activity
Propertest Accuracy: 35/36 (97.22%)
Propertest Frequency class 'GO0016818': 139/2516 (5.52%)
New (unknown) data (1468 items):
at_At1g03190 - no entry null
at_At1g07270 - GO0005554 molecular_function unknown
at_At1g19810 - no entry null
at_At1g60930 - GO0003678 DNA helicase activity
at_At1g72940 - no entry null
at_At1g77620 - GO0005554 molecular_function unknown
at_At2g02480 - no entry null
at_At2g27600 - no entry null
at_At2g36500 - GO0005554 molecular_function unknown
at_At2g39730 - GO0030234 enzyme regulator activity
at_At3g19740 - no entry null
at_At3g48530 - GO0005554 molecular_function unknown
at_At4g02470 - no entry null
at_At4g14700 - GO0003677 DNA binding
at_At4g16990 - no entry null
at_At4g18820 - GO0005554 molecular_function unknown
at_At4g24790 - GO0005554 molecular_function unknown
at_At5g17760 - no entry null
at_At5g22330 - GO0005554 molecular_function unknown
at_At5g27290 - GO0005554 molecular_function unknown
at_At5g45720 - GO0005554 molecular_function unknown
at_At5g66130 - GO0005554 molecular_function unknown
at_At5g67630 - GO0003678 DNA helicase activity
at_At4g24850 - no entry null
at_At1g45000 - no entry null
at_At4g33700 - GO0005554 molecular_function unknown
at_At5g27740 - GO0005554 molecular_function unknown
at_At1g56180 - GO0005554 molecular_function unknown
at_At1g67120 - GO0005554 molecular_function unknown
at_At1g05910 - no entry null
at_At5g64580 - no entry null
at_At2g45500 - no entry null
at_At3g13070 - GO0005554 molecular_function unknown
at_At5g02230 - GO0016787 hydrolase activity
at_At3g24530 - no entry null
at_At3g49830 - GO0005554 molecular_function unknown
at_At4g25830 - GO0005554 molecular_function unknown
------------------
Rule 410
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,viruses),db_ref(_2,smart) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,receptor) = 0
-> class GO0016818 "hydrolase activity\, acting on acid anhydrides\, in phosphorus-containing anhydrides"
Evaluation on training data (2915 items):
at_At1g10930 GO0008026 ATP-dependent helicase activity
at_At1g16280 GO0008026 ATP-dependent helicase activity
at_At1g27880 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g27900 GO0004004 ATP-dependent RNA helicase activity
at_At1g31360 GO0008026 ATP-dependent helicase activity
at_At1g51380 GO0008026 ATP-dependent helicase activity
at_At1g55150 GO0008026 ATP-dependent helicase activity
at_At1g71280 GO0008026 ATP-dependent helicase activity
at_At1g72730 GO0008026 ATP-dependent helicase activity
at_At2g01440 GO0008026 ATP-dependent helicase activity
at_At2g07750 GO0008026 ATP-dependent helicase activity
at_At2g40700 GO0008026 ATP-dependent helicase activity
at_At2g45810 GO0008026 ATP-dependent helicase activity
at_At2g47330 GO0008026 ATP-dependent helicase activity
at_At3g13920 GO0003743 translation initiation factor activity
GO0008026 ATP-dependent helicase activity
at_At3g22310 GO0008026 ATP-dependent helicase activity
at_At3g22330 GO0008026 ATP-dependent helicase activity
at_At3g53110 GO0008026 ATP-dependent helicase activity
at_At4g09730 GO0008026 ATP-dependent helicase activity
at_At4g33370 GO0003676 nucleic acid binding
GO0008026 ATP-dependent helicase activity
at_At4g33520 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
GO0046872 metal ion binding
at_At5g08610 GO0008026 ATP-dependent helicase activity
at_At5g11170 GO0008026 ATP-dependent helicase activity
at_At5g11200 GO0008026 ATP-dependent helicase activity
at_At5g51280 GO0003676 nucleic acid binding
GO0008026 ATP-dependent helicase activity
at_At5g62190 GO0008026 ATP-dependent helicase activity
at_At5g63120 GO0008026 ATP-dependent helicase activity
at_At5g63630 GO0008026 ATP-dependent helicase activity
Training Accuracy: 28/28 (100.00%)
Training Frequency class 'GO0016818': 158/2915 (5.42%)
Evaluation on validation data (1468 items):
at_At1g31970 GO0008026 ATP-dependent helicase activity
at_At1g36160 - GO0003989 acetyl-CoA carboxylase activity
at_At1g63250 GO0008026 ATP-dependent helicase activity
at_At1g71370 GO0008026 ATP-dependent helicase activity
at_At1g77050 GO0008026 ATP-dependent helicase activity
at_At3g16840 GO0008026 ATP-dependent helicase activity
at_At4g15850 GO0008026 ATP-dependent helicase activity
GO0017151 DEAD/H-box RNA helicase binding
at_At4g16630 GO0008026 ATP-dependent helicase activity
at_At4g34910 GO0008026 ATP-dependent helicase activity
at_At5g08620 GO0008026 ATP-dependent helicase activity
at_At5g19210 GO0008026 ATP-dependent helicase activity
at_At3g09720 GO0008026 ATP-dependent helicase activity
Validation Accuracy: 11/12 (91.67%)
Validation Frequency class 'GO0016818': 68/1468 (4.63%)
Evaluation on propertest data (2516 items):
at_At1g20920 GO0008026 ATP-dependent helicase activity
at_At1g36180 - GO0003989 acetyl-CoA carboxylase activity
at_At1g44900 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At1g54270 GO0008026 ATP-dependent helicase activity
at_At2g01130 - GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g61240 GO0008026 ATP-dependent helicase activity
at_At4g35740 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At2g06990 GO0003724 RNA helicase activity
GO0008026 ATP-dependent helicase activity
at_At2g33730 GO0008026 ATP-dependent helicase activity
at_At3g02060 GO0008026 ATP-dependent helicase activity
at_At3g05740 GO0008026 ATP-dependent helicase activity
at_At3g18600 GO0008026 ATP-dependent helicase activity
at_At3g19760 GO0008026 ATP-dependent helicase activity
at_At4g00660 GO0008026 ATP-dependent helicase activity
at_At4g14790 GO0004004 ATP-dependent RNA helicase activity
at_At5g05450 GO0008026 ATP-dependent helicase activity
at_At5g60990 GO0008026 ATP-dependent helicase activity
at_At1g35530 GO0008026 ATP-dependent helicase activity
at_At5g07810 - GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At5g08110 GO0008026 ATP-dependent helicase activity
Propertest Accuracy: 17/20 (85.00%)
Propertest Frequency class 'GO0016818': 139/2516 (5.52%)
New (unknown) data (1468 items):
at_At1g29650 - no entry null
at_At1g60930 - GO0003678 DNA helicase activity
at_At1g67460 - GO0005554 molecular_function unknown
at_At2g16000 - no entry null
at_At2g20460 - no entry null
at_At3g32330 - GO0005554 molecular_function unknown
at_At3g62310 - GO0003724 RNA helicase activity
at_At2g27810 - GO0015646 permease activity
at_At2g47250 - GO0003724 RNA helicase activity
at_At4g37020 - GO0005554 molecular_function unknown
at_At5g11480 - GO0005554 molecular_function unknown
at_At1g26990 - no entry null
at_At1g26370 - GO0003724 RNA helicase activity
at_At1g67120 - GO0005554 molecular_function unknown
------------------
Rule 611
eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,prodom) = 1
eval(_1,_2,4.0e-3-0.1),mol_wt(_2,38820.0-54204.0),classification(_2,halobacteria) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,streptomycineae),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,rna_binding),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,caenorhabditis_elegans),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,campylobacterales),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),keyword(_2,inner_membrane) = 1
-> class GO0016818 "hydrolase activity\, acting on acid anhydrides\, in phosphorus-containing anhydrides"
Evaluation on training data (2915 items):
at_At1g02530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g07670 GO0005388 calcium-transporting ATPase activity
at_At1g10130 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At1g10680 GO0004009 ATP-binding cassette (ABC) 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_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_At1g28010 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g30400 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0008559 xenobiotic-transporting ATPase activity
at_At1g51460 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g54280 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g59820 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
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_At1g68710 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g70610 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g72700 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g80660 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
at_At2g13610 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g18960 GO0005515 protein binding
GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
at_At2g19110 - GO0015434 cadmium-transporting ATPase activity
at_At2g28070 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g29940 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g34250 - GO0015450 protein translocase activity
at_At2g39480 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13080 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13220 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13640 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g13900 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g21180 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g21250 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g22910 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g25610 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g28345 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28860 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g47730 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47740 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47750 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47770 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47790 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g53480 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g54540 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g55090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55130 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g57330 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g60160 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g60330 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
at_At3g62150 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g01820 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g18270 - GO0003824 catalytic activity
GO0015450 protein translocase activity
at_At4g25450 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g27420 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g28620 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g28630 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g29900 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At4g30190 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase 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_At5g06530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g13580 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g21930 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g23630 GO0019829 cation-transporting ATPase activity
at_At5g44110 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g44240 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g52860 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g57110 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At5g57350 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
at_At5g58270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g60740 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g60790 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g61690 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g61730 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Training Accuracy: 75/78 (96.15%)
Training Frequency class 'GO0016818': 158/2915 (5.42%)
Evaluation on validation data (1468 items):
at_At3g60620 - GO0004605 phosphatidate cytidylyltransferase activity
at_At3g60970 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g03900 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g31820 - GO0015326 cationic amino acid transporter activity
at_At1g51500 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g59870 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g64550 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g39350 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g10670 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g24520 GO0016887 ATPase activity
at_At2g34660 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g37360 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g41560 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At2g41700 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0015359 amino acid permease activity
at_At3g55100 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g59140 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62700 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13100 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g30300 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g09930 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g19410 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g02520 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g61740 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Validation Accuracy: 23/25 (92.00%)
Validation Frequency class 'GO0016818': 68/1468 (4.63%)
Evaluation on propertest data (2516 items):
at_At1g30410 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g30420 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g31770 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g32060 - GO0005524 ATP binding
GO0008974 phosphoribulokinase activity
at_At1g04120 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53270 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g54350 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g66950 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g71960 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g78720 - GO0015450 protein translocase activity
at_At2g01320 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g06200 - GO0004385 guanylate kinase activity
at_At3g16340 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g52310 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g18050 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g04930 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g64840 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g07680 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g36380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g36910 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005516 calmodulin binding
at_At2g37280 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g45150 - GO0004605 phosphatidate cytidylyltransferase activity
at_At2g47000 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g21090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g25620 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g27870 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g28360 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g47760 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47950 GO0016887 ATPase activity
at_At3g53510 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55110 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55320 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g63380 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At4g00900 GO0005388 calcium-transporting ATPase activity
at_At4g01830 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g15230 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g19210 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g37640 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
GO0015085 calcium ion transporter activity
at_At4g39850 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g02270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g03910 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g14100 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g44790 GO0004008 copper-exporting ATPase activity
GO0005375 copper ion transporter activity
GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g46540 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g53010 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At5g57450 - GO0003697 single-stranded DNA binding
GO0005515 protein binding
at_At5g61700 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g62670 GO0016887 ATPase activity
at_At1g27940 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g47800 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g42640 GO0016887 ATPase activity
at_At4g11730 GO0016887 ATPase activity
at_At4g25750 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g25960 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g39040 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Propertest Accuracy: 50/55 (90.91%)
Propertest Frequency class 'GO0016818': 139/2516 (5.52%)
New (unknown) data (1468 items):
at_At2g01110 - GO0009977 delta-pH-dependent transporter activity
at_At2g33250 - GO0005554 molecular_function unknown
at_At1g80090 - GO0005554 molecular_function unknown
at_At2g07610 - no entry null
at_At2g22960 - no entry null
at_At5g64520 - GO0005554 molecular_function unknown
at_At1g78620 - GO0005554 molecular_function unknown
at_At2g37010 - GO0005215 transporter activity
at_At3g28344 - no entry null
at_At4g15220 - no entry null
at_At5g53850 - GO0016787 hydrolase activity
------------------
Rule 612
eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,prodom) = 1
eval(_1,_2,4.0e-3-0.1),mol_wt(_2,38820.0-54204.0),classification(_2,halobacteria) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,streptomycineae),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,rna_binding),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,caenorhabditis_elegans),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,campylobacterales),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),keyword(_2,inner_membrane) = 1
-> class GO0016820 "hydrolase activity\, acting on acid anhydrides\, catalyzing transmembrane movement of substances"
Evaluation on training data (2915 items):
at_At1g02530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g07670 GO0005388 calcium-transporting ATPase activity
at_At1g10130 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At1g10680 GO0004009 ATP-binding cassette (ABC) 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_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_At1g28010 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g30400 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0008559 xenobiotic-transporting ATPase activity
at_At1g51460 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g54280 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g59820 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
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_At1g68710 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g70610 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g72700 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At1g80660 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
at_At2g13610 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g18960 GO0005515 protein binding
GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
at_At2g19110 - GO0015434 cadmium-transporting ATPase activity
at_At2g28070 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g29940 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g34250 - GO0015450 protein translocase activity
at_At2g39480 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13080 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13220 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13640 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g13900 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g21180 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g21250 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g22910 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g25610 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g28345 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28860 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g47730 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47740 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47750 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47770 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47790 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g53480 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g54540 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g55090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55130 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g57330 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At3g60160 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g60330 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
at_At3g62150 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g01820 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g18270 - GO0003824 catalytic activity
GO0015450 protein translocase activity
at_At4g25450 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g27420 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g28620 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g28630 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g29900 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At4g30190 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase 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_At5g06530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g13580 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g21930 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g23630 GO0019829 cation-transporting ATPase activity
at_At5g44110 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g44240 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g52860 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g57110 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At5g57350 GO0008553 hydrogen-exporting ATPase activity\, phosphorylative mechanism
GO0016887 ATPase activity
at_At5g58270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g60740 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g60790 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g61690 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g61730 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Training Accuracy: 75/78 (96.15%)
Training Frequency class 'GO0016820': 79/2915 (2.71%)
Evaluation on validation data (1468 items):
at_At3g60620 - GO0004605 phosphatidate cytidylyltransferase activity
at_At3g60970 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g03900 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g31820 - GO0015326 cationic amino acid transporter activity
at_At1g51500 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g59870 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g64550 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g39350 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g10670 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g24520 - GO0016887 ATPase activity
at_At2g34660 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g37360 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g41560 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At2g41700 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0015359 amino acid permease activity
at_At3g55100 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g59140 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62700 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13100 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g30300 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g09930 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g19410 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g02520 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g61740 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Validation Accuracy: 22/25 (88.00%)
Validation Frequency class 'GO0016820': 24/1468 (1.63%)
Evaluation on propertest data (2516 items):
at_At1g30410 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g30420 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g31770 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g32060 - GO0005524 ATP binding
GO0008974 phosphoribulokinase activity
at_At1g04120 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53270 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g54350 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g66950 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g71960 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g78720 - GO0015450 protein translocase activity
at_At2g01320 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g06200 - GO0004385 guanylate kinase activity
at_At3g16340 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g52310 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g18050 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g04930 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g64840 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g07680 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g36380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g36910 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005516 calmodulin binding
at_At2g37280 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g45150 - GO0004605 phosphatidate cytidylyltransferase activity
at_At2g47000 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g21090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g25620 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g27870 GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g28360 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g47760 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47950 - GO0016887 ATPase activity
at_At3g53510 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55110 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55320 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g63380 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At4g00900 GO0005388 calcium-transporting ATPase activity
at_At4g01830 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g15230 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g19210 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g37640 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
GO0015085 calcium ion transporter activity
at_At4g39850 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g02270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g03910 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g14100 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g44790 GO0004008 copper-exporting ATPase activity
GO0005375 copper ion transporter activity
GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At5g46540 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g53010 GO0005388 calcium-transporting ATPase activity
GO0005516 calmodulin binding
at_At5g57450 - GO0003697 single-stranded DNA binding
GO0005515 protein binding
at_At5g61700 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g62670 - GO0016887 ATPase activity
at_At1g27940 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g47800 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g42640 - GO0016887 ATPase activity
at_At4g11730 - GO0016887 ATPase activity
at_At4g25750 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g25960 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g39040 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Propertest Accuracy: 46/55 (83.64%)
Propertest Frequency class 'GO0016820': 51/2516 (2.03%)
New (unknown) data (1468 items):
at_At2g01110 - GO0009977 delta-pH-dependent transporter activity
at_At2g33250 - GO0005554 molecular_function unknown
at_At1g80090 - GO0005554 molecular_function unknown
at_At2g07610 - no entry null
at_At2g22960 - no entry null
at_At5g64520 - GO0005554 molecular_function unknown
at_At1g78620 - GO0005554 molecular_function unknown
at_At2g37010 - GO0005215 transporter activity
at_At3g28344 - no entry null
at_At4g15220 - no entry null
at_At5g53850 - GO0016787 hydrolase activity
------------------
Rule 289
eval(_1,_2,4.0e-3-0.1),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),db_ref(_2,wormpep) = 1
eval(_1,_2,0.0-9.0e-25),species(_2,oryctolagus_cuniculus__rabbit_),keyword(_2,d__3d_structure) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,asteridae),keyword(_2,multigene_family) = 0
-> class GO0016832 "aldehyde-lyase activity"
Evaluation on training data (2915 items):
at_At2g01140 GO0004332 fructose-bisphosphate aldolase activity
at_At2g21330 GO0004332 fructose-bisphosphate aldolase activity
at_At4g26520 GO0004332 fructose-bisphosphate aldolase activity
at_At4g26530 GO0004332 fructose-bisphosphate aldolase activity
at_At4g38970 GO0004332 fructose-bisphosphate aldolase activity
at_At5g03690 GO0004332 fructose-bisphosphate aldolase activity
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0016832': 6/2915 (0.21%)
Evaluation on validation data (1468 items):
at_At2g36460 GO0004332 fructose-bisphosphate aldolase activity
at_At3g52930 GO0004332 fructose-bisphosphate aldolase activity
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0016832': 4/1468 (0.27%)
Evaluation on propertest data (2516 items):
Propertest Accuracy: 0/0 (0.00%)
Propertest Frequency class 'GO0016832': 1/2516 (0.27%)
New (unknown) data (1468 items):
at_At1g52250 - GO0003777 microtubule motor activity
at_At2g22170 - GO0005554 molecular_function unknown
at_At4g15930 - GO0003777 microtubule motor activity
at_At4g27360 - GO0003777 microtubule motor activity
at_At1g23220 - GO0003777 microtubule motor activity
at_At5g20110 - GO0003777 microtubule motor activity
at_At5g62200 - GO0005554 molecular_function unknown
at_At3g16120 - GO0003777 microtubule motor activity
at_At4g39730 - GO0005554 molecular_function unknown
------------------
Rule 270
eval(_1,_2,4.0e-3-0.1),desc(_2,alpha) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),classification(_2,hypocreales) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,enterobacteriaceae) = 1
-> class GO0016837 "carbon-oxygen lyase activity\, acting on polysaccharides"
Evaluation on training data (2915 items):
at_At1g04680 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At1g11920 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At1g30350 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_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
Training Accuracy: 11/11 (100.00%)
Training Frequency class 'GO0016837': 12/2915 (0.41%)
Evaluation on validation data (1468 items):
at_At5g04310 GO0030570 pectate lyase activity
at_At5g05000 - GO0005525 GTP binding
at_At5g09280 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At5g55720 GO0016829 lyase activity
GO0030570 pectate lyase activity
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'GO0016837': 3/1468 (0.20%)
Evaluation on propertest data (2516 items):
at_At3g01270 GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At3g12080 - GO0005525 GTP binding
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: 6/7 (85.71%)
Propertest Frequency class 'GO0016837': 10/2516 (0.40%)
New (unknown) data (1468 items):
at_At1g03160 - GO0005554 molecular_function unknown
at_At1g30580 - GO0005554 molecular_function unknown
at_At2g22870 - GO0005554 molecular_function unknown
at_At3g49730 - GO0005554 molecular_function unknown
------------------
Rule 266
eval(_1,_2,0.0-9.0e-25),db_ref(_2,prosite),desc(_2,chromosome) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,hydrozoa),db_ref(_2,smart) = 0
-> class GO0016881 "acid-D-amino acid ligase activity"
Evaluation on training data (2915 items):
at_At1g77000 GO0004842 ubiquitin-protein ligase activity
at_At2g36370 GO0004842 ubiquitin-protein ligase activity
at_At3g07550 GO0004842 ubiquitin-protein ligase activity
at_At3g50080 GO0004842 ubiquitin-protein ligase activity
at_At4g03190 GO0004842 ubiquitin-protein ligase activity
at_At4g05460 GO0004842 ubiquitin-protein ligase activity
at_At4g24390 GO0004842 ubiquitin-protein ligase activity
at_At5g01720 GO0004842 ubiquitin-protein ligase activity
at_At5g02920 GO0004842 ubiquitin-protein ligase activity
at_At5g53840 GO0004842 ubiquitin-protein ligase activity
Training Accuracy: 10/10 (100.00%)
Training Frequency class 'GO0016881': 39/2915 (1.34%)
Evaluation on validation data (1468 items):
at_At3g60350 GO0004842 ubiquitin-protein ligase activity
GO0005554 molecular_function unknown
at_At1g80570 GO0004842 ubiquitin-protein ligase activity
at_At2g39940 GO0004842 ubiquitin-protein ligase activity
at_At3g62980 GO0004842 ubiquitin-protein ligase activity
at_At4g05470 GO0004842 ubiquitin-protein ligase activity
at_At4g05490 GO0004842 ubiquitin-protein ligase activity
at_At4g07400 GO0004842 ubiquitin-protein ligase activity
at_At4g14090 - GO0008194 UDP-glycosyltransferase activity
at_At5g10480 - GO0004725 protein-tyrosine-phosphatase activity
at_At2g42620 GO0004842 ubiquitin-protein ligase activity
Validation Accuracy: 8/10 (80.00%)
Validation Frequency class 'GO0016881': 23/1468 (1.57%)
Evaluation on propertest data (2516 items):
at_At2g17020 GO0004842 ubiquitin-protein ligase activity
at_At2g26350 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g26810 GO0004842 ubiquitin-protein ligase activity
at_At3g54650 GO0004842 ubiquitin-protein ligase activity
at_At4g05500 GO0004842 ubiquitin-protein ligase activity
at_At1g12820 GO0004842 ubiquitin-protein ligase activity
at_At4g30640 GO0004842 ubiquitin-protein ligase activity
at_At5g49650 - GO0004856 xylulokinase activity
at_At5g67250 GO0004842 ubiquitin-protein ligase activity
at_At2g25490 GO0004842 ubiquitin-protein ligase activity
at_At4g08980 GO0004842 ubiquitin-protein ligase activity
at_At5g49980 GO0004842 ubiquitin-protein ligase activity
Propertest Accuracy: 10/12 (83.33%)
Propertest Frequency class 'GO0016881': 27/2516 (1.07%)
New (unknown) data (1468 items):
at_At1g05080 - GO0005554 molecular_function unknown
at_At1g06630 - GO0005554 molecular_function unknown
at_At1g13780 - GO0005554 molecular_function unknown
at_At1g15740 - GO0005515 protein binding
at_At1g19410 - GO0005554 molecular_function unknown
at_At1g21410 - GO0005554 molecular_function unknown
at_At1g21990 - GO0005554 molecular_function unknown
at_At1g32370 - GO0005554 molecular_function unknown
at_At1g49610 - GO0005554 molecular_function unknown
at_At1g51370 - GO0005554 molecular_function unknown
at_At1g55030 - GO0005554 molecular_function unknown
at_At1g61320 - GO0005554 molecular_function unknown
at_At1g61330 - GO0005554 molecular_function unknown
at_At1g66300 - GO0005554 molecular_function unknown
at_At1g66310 - GO0005554 molecular_function unknown
at_At1g78760 - GO0005554 molecular_function unknown
at_At1g80630 - GO0005515 protein binding
at_At1g80960 - GO0005554 molecular_function unknown
at_At2g05300 - GO0005554 molecular_function unknown
at_At2g06030 - GO0005554 molecular_function unknown
at_At2g26860 - GO0005554 molecular_function unknown
at_At2g29910 - GO0005554 molecular_function unknown
at_At2g29930 - GO0005554 molecular_function unknown
at_At3g28410 - GO0005554 molecular_function unknown
at_At3g44060 - GO0005554 molecular_function unknown
at_At3g44090 - GO0005554 molecular_function unknown
at_At3g49030 - GO0005554 molecular_function unknown
at_At3g49040 - GO0005554 molecular_function unknown
at_At3g49150 - GO0005554 molecular_function unknown
at_At3g50710 - GO0005554 molecular_function unknown
at_At3g52670 - GO0005554 molecular_function unknown
at_At3g52690 - GO0005554 molecular_function unknown
at_At3g56780 - GO0005554 molecular_function unknown
at_At3g58530 - GO0005554 molecular_function unknown
at_At3g58820 - GO0005554 molecular_function unknown
at_At3g58860 - GO0005554 molecular_function unknown
at_At3g58880 - GO0005554 molecular_function unknown
at_At3g58900 - GO0005554 molecular_function unknown
at_At3g58950 - GO0005554 molecular_function unknown
at_At3g58960 - GO0005554 molecular_function unknown
at_At3g58980 - GO0005554 molecular_function unknown
at_At3g59150 - GO0005554 molecular_function unknown
at_At3g59190 - GO0005554 molecular_function unknown
at_At3g59200 - GO0005554 molecular_function unknown
at_At3g59230 - GO0005554 molecular_function unknown
at_At3g59250 - GO0005554 molecular_function unknown
at_At3g62440 - GO0005554 molecular_function unknown
at_At4g14370 - no entry null
at_At4g26350 - GO0005554 molecular_function unknown
at_At4g27050 - GO0005554 molecular_function unknown
at_At5g02910 - GO0005554 molecular_function unknown
at_At5g03100 - GO0005554 molecular_function unknown
at_At5g07320 - GO0005509 calcium ion binding
at_At5g07670 - GO0005554 molecular_function unknown
at_At5g15620 - GO0005554 molecular_function unknown
at_At5g18770 - GO0005554 molecular_function unknown
at_At5g21900 - GO0005554 molecular_function unknown
at_At5g22660 - GO0005554 molecular_function unknown
at_At5g23340 - GO0005554 molecular_function unknown
at_At5g38390 - GO0005554 molecular_function unknown
at_At5g38590 - GO0005554 molecular_function unknown
at_At5g41630 - GO0005554 molecular_function unknown
at_At5g41840 - GO0005554 molecular_function unknown
at_At5g51380 - GO0005554 molecular_function unknown
at_At5g52480 - GO0005554 molecular_function unknown
at_At5g54820 - GO0005554 molecular_function unknown
at_At5g56400 - GO0005554 molecular_function unknown
at_At5g56440 - GO0005554 molecular_function unknown
at_At5g56560 - GO0005554 molecular_function unknown
at_At5g56690 - GO0005554 molecular_function unknown
at_At5g60610 - GO0005554 molecular_function unknown
at_At3g60790 - GO0005554 molecular_function unknown
at_At4g11580 - GO0005554 molecular_function unknown
at_At1g55590 - GO0005554 molecular_function unknown
at_At1g56610 - GO0005554 molecular_function unknown
at_At1g58310 - GO0005554 molecular_function unknown
at_At1g60400 - GO0005554 molecular_function unknown
at_At1g78750 - GO0005554 molecular_function unknown
at_At1g80470 - GO0005554 molecular_function unknown
at_At2g26030 - GO0005554 molecular_function unknown
at_At2g23880 - no entry null
at_At1g10780 - GO0005554 molecular_function unknown
at_At3g52680 - GO0005554 molecular_function unknown
at_At3g59170 - GO0005554 molecular_function unknown
at_At3g59210 - GO0005554 molecular_function unknown
at_At3g59240 - GO0005554 molecular_function unknown
at_At3g62230 - GO0005554 molecular_function unknown
at_At3g14710 - GO0005554 molecular_function unknown
at_At3g27290 - GO0005554 molecular_function unknown
at_At3g29830 - GO0005554 molecular_function unknown
at_At3g44810 - GO0005554 molecular_function unknown
at_At4g03630 - GO0005554 molecular_function unknown
at_At4g08450 - no entry null
at_At4g13960 - GO0005554 molecular_function unknown
at_At4g22280 - GO0005554 molecular_function unknown
at_At5g22590 - GO0005554 molecular_function unknown
at_At5g22610 - GO0005554 molecular_function unknown
at_At5g22670 - GO0005554 molecular_function unknown
at_At5g27750 - GO0005554 molecular_function unknown
at_At5g51050 - GO0005509 calcium ion binding
at_At5g57900 - GO0000211 protein degradation tagging activity
GO0005554 molecular_function unknown
at_At5g67140 - GO0005554 molecular_function unknown
at_At3g49020 - GO0005554 molecular_function unknown
at_At5g61810 - GO0005509 calcium ion binding
at_At2g04230 - GO0005554 molecular_function unknown
at_At3g19020 - GO0005515 protein binding
at_At1g52650 - GO0005554 molecular_function unknown
at_At1g55660 - GO0005554 molecular_function unknown
at_At1g69630 - GO0005554 molecular_function unknown
at_At1g78840 - GO0005554 molecular_function unknown
at_At5g56370 - GO0005554 molecular_function unknown
at_At5g56390 - GO0005554 molecular_function unknown
at_At3g03360 - GO0005554 molecular_function unknown
at_At3g04460 - GO0005554 molecular_function unknown
at_At3g06470 - GO0005554 molecular_function unknown
at_At3g48880 - GO0005554 molecular_function unknown
at_At3g54160 - GO0005554 molecular_function unknown
at_At3g58890 - GO0005554 molecular_function unknown
at_At3g58920 - GO0005554 molecular_function unknown
at_At3g58930 - GO0005554 molecular_function unknown
at_At3g58940 - GO0005554 molecular_function unknown
at_At3g59000 - GO0005554 molecular_function unknown
at_At4g00160 - GO0005554 molecular_function unknown
at_At4g03220 - GO0005554 molecular_function unknown
at_At4g05480 - no entry null
at_At4g09920 - GO0005554 molecular_function unknown
at_At4g10400 - GO0005554 molecular_function unknown
at_At4g15470 - GO0005554 molecular_function unknown
at_At4g16970 - GO0016301 kinase activity
at_At4g23830 - no entry null
at_At5g02930 - GO0005554 molecular_function unknown
at_At5g18780 - GO0005554 molecular_function unknown
at_At5g22600 - GO0005554 molecular_function unknown
at_At5g22700 - GO0005554 molecular_function unknown
at_At5g22730 - GO0005554 molecular_function unknown
at_At5g25850 - GO0005554 molecular_function unknown
at_At5g25860 - GO0005554 molecular_function unknown
at_At5g40470 - GO0005554 molecular_function unknown
at_At5g44950 - GO0005554 molecular_function unknown
at_At5g44960 - GO0005554 molecular_function unknown
at_At5g44980 - GO0005554 molecular_function unknown
at_At5g50270 - GO0005554 molecular_function unknown
at_At5g51370 - GO0005554 molecular_function unknown
at_At5g52460 - GO0005554 molecular_function unknown
at_At1g64540 - GO0005554 molecular_function unknown
at_At3g03030 - GO0005554 molecular_function unknown
at_At3g03040 - GO0005554 molecular_function unknown
at_At3g42770 - GO0005554 molecular_function unknown
at_At5g38570 - GO0005554 molecular_function unknown
at_At5g56410 - GO0005554 molecular_function unknown
at_At5g56420 - GO0005554 molecular_function unknown
at_At5g56430 - GO0005554 molecular_function unknown
at_At5g56570 - GO0005554 molecular_function unknown
at_At5g56810 - GO0005554 molecular_function unknown
at_At5g56820 - GO0005554 molecular_function unknown
at_At1g16930 - GO0005554 molecular_function unknown
------------------
Rule 435
eval(_1,_2,4.0e-3-0.1),classification(_2,rickettsiales) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,phaseoleae) = 0
eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,15.0-349.0),classification(_2,streptomyces) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,eukaryota),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,electron_transport) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,methanocaldococcus) = 0
-> class GO0030508 "thiol-disulfide exchange intermediate activity"
Evaluation on training data (2915 items):
at_At1g03020 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g03850 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g04980 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g06830 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g07960 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g15020 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g28480 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g43560 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g76760 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g77370 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g20270 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g30540 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g33270 GO0030508 thiol-disulfide exchange intermediate activity
at_At2g47470 GO0030508 thiol-disulfide exchange intermediate activity
at_At2g47880 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g16110 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g20560 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g54960 GO0030508 thiol-disulfide exchange intermediate activity
at_At4g03520 GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15700 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g28730 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g37200 GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g04260 GO0030508 thiol-disulfide exchange intermediate activity
at_At5g06470 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g20500 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g39950 GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g42980 GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g60640 GO0030508 thiol-disulfide exchange intermediate activity
Training Accuracy: 28/28 (100.00%)
Training Frequency class 'GO0030508': 31/2915 (1.06%)
Evaluation on validation data (1468 items):
at_At1g52260 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g59730 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g76080 GO0030508 thiol-disulfide exchange intermediate activity
at_At2g47870 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g51030 GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g62950 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g19730 GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15660 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15690 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g06690 GO0030508 thiol-disulfide exchange intermediate 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 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g02200 - GO0009924 octadecanal decarbonylase activity
at_At3g08710 GO0030508 thiol-disulfide exchange intermediate activity
Validation Accuracy: 14/15 (93.33%)
Validation Frequency class 'GO0030508': 15/1468 (1.02%)
Evaluation on propertest data (2516 items):
at_At1g26100 - GO0008805 carbon-monoxide oxygenase activity
at_At1g31020 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g03680 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g50320 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g69880 GO0030508 thiol-disulfide exchange intermediate activity
at_At2g35010 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g15360 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g08570 GO0030508 thiol-disulfide exchange intermediate activity
at_At2g32920 - GO0003756 protein disulfide isomerase activity
GO0005489 electron transporter activity
at_At3g02000 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g11530 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g06730 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g17880 GO0003754 chaperone activity
GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g56420 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g62930 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g62960 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g12170 GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15670 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15680 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g29670 GO0030508 thiol-disulfide exchange intermediate activity
at_At4g32580 GO0030508 thiol-disulfide exchange intermediate activity
at_At5g09600 - GO0000104 succinate dehydrogenase activity
at_At5g14070 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g61440 GO0030508 thiol-disulfide exchange intermediate activity
at_At4g26160 GO0030508 thiol-disulfide exchange intermediate activity
at_At4g33040 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
Propertest Accuracy: 23/26 (88.46%)
Propertest Frequency class 'GO0030508': 25/2516 (0.99%)
New (unknown) data (1468 items):
at_At1g25290 - GO0005554 molecular_function unknown
at_At1g32760 - GO0005489 electron transporter activity
at_At1g50940 - no entry null
at_At3g10860 - no entry null
at_At3g25580 - GO0005554 molecular_function unknown
at_At3g27240 - GO0045153 electron transporter\, transferring electrons within CoQH2-cytochrome c reductase complex activity
at_At3g59070 - GO0005554 molecular_function unknown
at_At4g04950 - no entry null
at_At4g08930 - GO0005554 molecular_function unknown
at_At4g10040 - GO0009055 electron carrier activity
at_At4g10630 - no entry null
at_At5g05370 - no entry null
at_At5g06430 - GO0005554 molecular_function unknown
at_At5g11640 - GO0005554 molecular_function unknown
at_At5g13810 - GO0005554 molecular_function unknown
at_At5g43430 - no entry null
at_At5g47530 - GO0005554 molecular_function unknown
at_At5g66410 - GO0005554 molecular_function unknown
at_At1g50950 - GO0005554 molecular_function unknown
at_At2g04850 - GO0005554 molecular_function unknown
at_At2g18990 - GO0005554 molecular_function unknown
at_At3g50960 - GO0005554 molecular_function unknown
at_At3g11920 - GO0005554 molecular_function unknown
at_At3g15660 - GO0005554 molecular_function unknown
at_At3g28850 - no entry null
at_At5g40810 - GO0045153 electron transporter\, transferring electrons within CoQH2-cytochrome c reductase complex activity
at_At2g30890 - GO0005554 molecular_function unknown
at_At1g22840 - GO0009055 electron carrier activity
at_At1g34780 - GO0005554 molecular_function unknown
at_At1g54500 - GO0005489 electron transporter activity
GO0046872 metal ion binding
at_At3g61750 - GO0005554 molecular_function unknown
at_At4g27080 - no entry null
at_At1g14730 - no entry null
at_At3g07570 - GO0005554 molecular_function unknown
at_At3g21460 - no entry null
at_At3g54900 - no entry null
at_At4g05450 - GO0009055 electron carrier activity
at_At4g12980 - GO0005554 molecular_function unknown
at_At5g01420 - no entry null
at_At5g54830 - no entry null
at_At5g58530 - no entry null
at_At5g35735 - GO0005554 molecular_function unknown
------------------
Rule 436
eval(_1,_2,2.0e-5-4.0e-3),db_ref(_2,genew) = 0
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,hypothetical_protein) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,phaseoleae) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,eukaryota),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,electron_transport) = 1
-> class GO0030614 "oxidoreductase activity\, acting on phosphorus or arsenic in donors\, with disulfide as acceptor"
Evaluation on training data (2915 items):
at_At1g03020 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g77370 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g20270 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g47880 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15700 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g20500 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0030614': 6/2915 (0.21%)
Evaluation on validation data (1468 items):
at_At2g26910 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g15660 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15690 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g18600 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g63030 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'GO0030614': 4/1468 (0.27%)
Evaluation on propertest data (2516 items):
at_At1g26100 - GO0008805 carbon-monoxide oxygenase activity
at_At3g62930 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15670 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15680 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g09600 - GO0000104 succinate dehydrogenase activity
at_At5g14070 - GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
Propertest Accuracy: 3/6 (50.00%)
Propertest Frequency class 'GO0030614': 3/2516 (0.12%)
New (unknown) data (1468 items):
at_At1g25290 - GO0005554 molecular_function unknown
at_At1g50940 - no entry null
at_At3g10860 - no entry null
at_At3g27240 - GO0045153 electron transporter\, transferring electrons within CoQH2-cytochrome c reductase complex activity
at_At3g59070 - GO0005554 molecular_function unknown
at_At4g10040 - GO0009055 electron carrier activity
at_At5g05370 - no entry null
at_At5g43430 - no entry null
at_At5g47530 - GO0005554 molecular_function unknown
at_At5g66450 - GO0005554 molecular_function unknown
at_At2g04850 - GO0005554 molecular_function unknown
at_At3g15660 - GO0005554 molecular_function unknown
at_At5g40810 - GO0045153 electron transporter\, transferring electrons within CoQH2-cytochrome c reductase complex activity
at_At1g22840 - GO0009055 electron carrier activity
at_At1g54500 - GO0005489 electron transporter activity
GO0046872 metal ion binding
at_At3g61750 - GO0005554 molecular_function unknown
at_At1g14730 - no entry null
at_At3g07570 - GO0005554 molecular_function unknown
at_At3g21460 - no entry null
at_At4g05450 - GO0009055 electron carrier activity
at_At4g12980 - GO0005554 molecular_function unknown
at_At5g54830 - no entry null
at_At5g35735 - GO0005554 molecular_function unknown
------------------
Rule 263
eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,hydrozoa),db_ref(_2,smart) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,trypanosomatidae) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,electron_transport) = 0
-> class GO0042578 "phosphoric ester hydrolase activity"
Evaluation on training data (2915 items):
at_At1g43900 GO0015071 protein phosphatase type 2C activity
at_At1g67820 GO0015071 protein phosphatase type 2C activity
at_At2g20050 GO0015071 protein phosphatase type 2C activity
at_At2g35350 GO0015071 protein phosphatase type 2C activity
at_At3g23360 GO0015071 protein phosphatase type 2C activity
at_At3g51370 GO0015071 protein phosphatase type 2C activity
at_At3g51470 GO0015071 protein phosphatase type 2C activity
at_At4g31750 GO0015071 protein phosphatase type 2C activity
at_At4g33920 GO0015071 protein phosphatase type 2C activity
at_At4g38520 GO0015071 protein phosphatase type 2C activity
at_At5g10740 GO0015071 protein phosphatase type 2C activity
at_At5g19280 GO0004721 phosphoprotein phosphatase activity
GO0015071 protein phosphatase type 2C activity
GO0019901 protein kinase binding
at_At5g27930 GO0015071 protein phosphatase type 2C activity
at_At5g66080 GO0015071 protein phosphatase type 2C activity
Training Accuracy: 14/14 (100.00%)
Training Frequency class 'GO0042578': 91/2915 (3.12%)
Evaluation on validation data (1468 items):
at_At1g34750 GO0015071 protein phosphatase type 2C activity
at_At1g47380 GO0015071 protein phosphatase type 2C activity
at_At1g48040 GO0015071 protein phosphatase type 2C activity
at_At1g07160 GO0015071 protein phosphatase type 2C activity
at_At2g29380 GO0015071 protein phosphatase type 2C activity
at_At3g63320 GO0015071 protein phosphatase type 2C activity
at_At4g08260 GO0015071 protein phosphatase type 2C activity
at_At4g27800 GO0015071 protein phosphatase type 2C activity
at_At4g31860 GO0015071 protein phosphatase type 2C activity
at_At5g02760 GO0015071 protein phosphatase type 2C activity
at_At5g26010 GO0015071 protein phosphatase type 2C activity
at_At5g51760 GO0015071 protein phosphatase type 2C activity
Validation Accuracy: 12/12 (100.00%)
Validation Frequency class 'GO0042578': 55/1468 (3.75%)
Evaluation on propertest data (2516 items):
at_At1g22280 GO0015071 protein phosphatase type 2C activity
at_At1g03590 GO0015071 protein phosphatase type 2C activity
at_At1g72770 GO0015071 protein phosphatase type 2C activity
at_At1g78200 GO0015071 protein phosphatase type 2C activity
at_At1g79630 GO0015071 protein phosphatase type 2C activity
at_At3g06270 GO0015071 protein phosphatase type 2C activity
at_At3g15260 GO0015071 protein phosphatase type 2C activity
at_At2g25070 GO0015071 protein phosphatase type 2C activity
at_At1g09160 GO0015071 protein phosphatase type 2C activity
at_At2g33700 GO0015071 protein phosphatase type 2C activity
at_At2g34740 GO0015071 protein phosphatase type 2C activity
at_At2g40860 GO0015071 protein phosphatase type 2C activity
at_At3g11410 GO0015071 protein phosphatase type 2C activity
at_At3g12620 GO0015071 protein phosphatase type 2C activity
at_At3g16560 GO0015071 protein phosphatase type 2C activity
at_At3g16800 GO0015071 protein phosphatase type 2C activity
at_At3g17090 GO0015071 protein phosphatase type 2C activity
at_At3g27140 GO0015071 protein phosphatase type 2C activity
at_At3g55050 GO0015071 protein phosphatase type 2C activity
at_At3g62260 GO0015071 protein phosphatase type 2C activity
at_At4g28400 GO0015071 protein phosphatase type 2C activity
at_At5g01700 GO0015071 protein phosphatase type 2C activity
at_At5g06750 GO0015071 protein phosphatase type 2C activity
at_At3g02750 GO0015071 protein phosphatase type 2C activity
at_At4g11040 GO0015071 protein phosphatase type 2C activity
at_At4g32950 GO0015071 protein phosphatase type 2C activity
Propertest Accuracy: 26/26 (100.00%)
Propertest Frequency class 'GO0042578': 101/2516 (4.01%)
New (unknown) data (1468 items):
at_At1g34060 - GO0016846 carbon-sulfur lyase activity
at_At4g16580 - GO0005554 molecular_function unknown
at_At5g06860 - GO0005515 protein binding
at_At5g21090 - GO0005515 protein binding
at_At2g30170 - GO0005554 molecular_function unknown
at_At3g05640 - no entry null
at_At4g16970 - GO0016301 kinase activity
at_At5g06870 - GO0005515 protein binding
------------------
Rule 433
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,hydrozoa),db_ref(_2,smart) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,serine) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,alveolata) = 1
-> class GO0042578 "phosphoric ester hydrolase activity"
Evaluation on training data (2915 items):
at_At1g08420 GO0004722 protein serine/threonine phosphatase activity
at_At1g59830 GO0000158 protein phosphatase type 2A activity
GO0004722 protein serine/threonine phosphatase activity
at_At1g64040 GO0000163 protein phosphatase type 1 activity
at_At2g27190 GO0004722 protein serine/threonine phosphatase activity
at_At2g39840 GO0000163 protein phosphatase type 1 activity
at_At3g09960 GO0004722 protein serine/threonine phosphatase activity
at_At3g46820 GO0000163 protein phosphatase type 1 activity
at_At3g58500 GO0000158 protein phosphatase type 2A activity
at_At4g03080 GO0004722 protein serine/threonine phosphatase activity
at_At4g36350 GO0004722 protein serine/threonine phosphatase activity
at_At5g10900 GO0004722 protein serine/threonine phosphatase activity
at_At5g27840 GO0000163 protein phosphatase type 1 activity
Training Accuracy: 12/12 (100.00%)
Training Frequency class 'GO0042578': 91/2915 (3.12%)
Evaluation on validation data (1468 items):
at_At1g69960 GO0000158 protein phosphatase type 2A activity
at_At3g52780 GO0004722 protein serine/threonine phosphatase activity
at_At3g57050 - GO0004121 cystathionine beta-lyase activity
at_At3g20500 GO0004722 protein serine/threonine phosphatase activity
at_At4g26720 GO0004722 protein serine/threonine phosphatase activity
at_At5g09420 - GO0004040 amidase activity
at_At1g25230 GO0004722 protein serine/threonine phosphatase activity
at_At2g42500 GO0000158 protein phosphatase type 2A activity
GO0004722 protein serine/threonine phosphatase activity
at_At2g42810 GO0004722 protein serine/threonine phosphatase activity
Validation Accuracy: 7/9 (77.78%)
Validation Frequency class 'GO0042578': 55/1468 (3.75%)
Evaluation on propertest data (2516 items):
at_At1g50370 GO0004722 protein serine/threonine phosphatase activity
at_At1g52940 GO0004722 protein serine/threonine phosphatase activity
at_At1g07010 GO0004722 protein serine/threonine phosphatase activity
at_At5g55260 GO0004722 protein serine/threonine phosphatase activity
at_At2g16430 GO0004722 protein serine/threonine phosphatase activity
at_At2g29400 GO0000163 protein phosphatase type 1 activity
at_At1g10430 GO0000158 protein phosphatase type 2A activity
at_At3g05580 GO0000163 protein phosphatase type 1 activity
at_At3g09970 GO0004722 protein serine/threonine phosphatase activity
at_At3g19980 GO0004674 protein serine/threonine kinase activity
GO0004722 protein serine/threonine phosphatase activity
GO0005515 protein binding
at_At3g54280 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At5g59160 GO0000163 protein phosphatase type 1 activity
GO0004722 protein serine/threonine phosphatase activity
at_At1g56360 GO0004722 protein serine/threonine phosphatase activity
at_At2g18130 GO0004722 protein serine/threonine phosphatase activity
at_At4g11240 GO0000163 protein phosphatase type 1 activity
at_At5g43380 GO0000163 protein phosphatase type 1 activity
at_At5g63870 GO0004722 protein serine/threonine phosphatase activity
Propertest Accuracy: 16/17 (94.12%)
Propertest Frequency class 'GO0042578': 101/2516 (4.01%)
New (unknown) data (1468 items):
at_At1g62740 - GO0005554 molecular_function unknown
at_At1g78120 - GO0005554 molecular_function unknown
at_At2g25290 - GO0005554 molecular_function unknown
at_At2g31660 - GO0008565 protein transporter activity
at_At3g17670 - GO0005554 molecular_function unknown
at_At3g17870 - no entry null
at_At3g17970 - GO0005554 molecular_function unknown
at_At3g58620 - GO0005554 molecular_function unknown
at_At4g11260 - GO0005554 molecular_function unknown
at_At4g12400 - GO0005554 molecular_function unknown
at_At4g32060 - GO0005509 calcium ion binding
at_At4g32070 - GO0005554 molecular_function unknown
at_At5g11490 - GO0005554 molecular_function unknown
at_At5g26600 - GO0005554 molecular_function unknown
at_At5g37400 - GO0005554 molecular_function unknown
at_At1g02910 - GO0005554 molecular_function unknown
at_At1g09450 - GO0005554 molecular_function unknown
at_At2g27210 - no entry null
at_At2g34030 - GO0005509 calcium ion binding
at_At1g12270 - GO0005554 molecular_function unknown
at_At4g02100 - GO0003754 chaperone activity
GO0003773 heat shock protein activity
at_At5g10200 - GO0005554 molecular_function unknown
at_At5g20360 - GO0005554 molecular_function unknown
at_At1g03450 - no entry null
at_At1g53300 - GO0005554 molecular_function unknown
at_At5g64270 - no entry null
at_At3g04710 - GO0005554 molecular_function unknown
at_At3g63280 - GO0016301 kinase activity
at_At4g16970 - GO0016301 kinase activity
at_At4g23570 - GO0005554 molecular_function unknown
at_At4g34070 - GO0005554 molecular_function unknown
at_At4g37100 - GO0005554 molecular_function unknown
at_At5g19820 - GO0016829 lyase activity
at_At5g65160 - GO0005554 molecular_function unknown
at_At1g04130 - GO0005554 molecular_function unknown
at_At1g04190 - GO0005554 molecular_function unknown
at_At1g71410 - GO0016301 kinase activity
------------------
Rule 656
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,membrane),db_ref(_2,tigr) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,hydrozoa),db_ref(_2,smart) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),desc(_2,probable) = 1
-> class GO0050800 "hydrolase activity\, acting on acid anhydrides\, acting on GTP\, involved in cellular and subcellular movement"
Evaluation on training data (2915 items):
at_At1g09180 GO0003926 ARF small monomeric GTPase activity
at_At1g10630 GO0003926 ARF small monomeric GTPase activity
at_At1g70490 GO0003926 ARF small monomeric GTPase activity
at_At2g15310 GO0003926 ARF small monomeric GTPase activity
at_At2g18390 GO0003926 ARF small monomeric GTPase activity
at_At2g47170 GO0003926 ARF small monomeric GTPase activity
at_At3g22950 GO0003926 ARF small monomeric GTPase activity
at_At3g62560 GO0003926 ARF small monomeric GTPase activity
at_At5g14670 GO0003926 ARF small monomeric GTPase activity
at_At5g17060 GO0003926 ARF small monomeric GTPase activity
at_At5g37680 GO0003926 ARF small monomeric GTPase activity
at_At5g52210 GO0003926 ARF small monomeric GTPase activity
Training Accuracy: 12/12 (100.00%)
Training Frequency class 'GO0050800': 16/2915 (0.55%)
Evaluation on validation data (1468 items):
at_At1g56330 GO0003926 ARF small monomeric GTPase activity
at_At1g06400 - GO0005525 GTP binding
at_At3g49870 GO0003926 ARF small monomeric GTPase activity
Validation Accuracy: 2/3 (66.67%)
Validation Frequency class 'GO0050800': 4/1468 (0.27%)
Evaluation on propertest data (2516 items):
at_At1g23490 GO0003926 ARF small monomeric GTPase activity
at_At1g02430 GO0003926 ARF small monomeric GTPase activity
at_At3g62290 GO0003926 ARF small monomeric GTPase activity
at_At5g05670 - GO0005047 signal recognition particle binding
at_At5g67560 GO0003926 ARF small monomeric GTPase activity
at_At1g02440 GO0003926 ARF small monomeric GTPase activity
at_At3g02850 - GO0005242 inward rectifier potassium channel activity
GO0015271 outward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At3g03120 GO0003926 ARF small monomeric GTPase activity
at_At3g49860 GO0003926 ARF small monomeric GTPase activity
at_At4g02080 GO0003926 ARF small monomeric GTPase activity
Propertest Accuracy: 8/10 (80.00%)
Propertest Frequency class 'GO0050800': 16/2516 (0.64%)
New (unknown) data (1468 items):
------------------
Rule 268
eval(_1,_2,4.0e-3-0.1),desc(_2,alpha) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),classification(_2,hypocreales) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,enterobacteriaceae) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,mycobacterium) = 0
-> class GO0004659 "prenyltransferase activity"
Evaluation on training data (2915 items):
at_At1g78510 - GO0004161 dimethylallyltranstransferase activity
at_At2g18620 GO0004311 farnesyltranstransferase activity
at_At2g23800 GO0004311 farnesyltranstransferase activity
at_At3g14550 GO0004311 farnesyltranstransferase activity
at_At3g29430 GO0004311 farnesyltranstransferase activity
at_At3g32040 GO0004311 farnesyltranstransferase activity
at_At5g47770 GO0004161 dimethylallyltranstransferase activity
GO0004337 geranyltranstransferase activity
Training Accuracy: 6/7 (85.71%)
Training Frequency class 'GO0004659': 11/2915 (0.38%)
Evaluation on validation data (1468 items):
at_At3g14510 GO0004311 farnesyltranstransferase activity
at_At4g17190 GO0004161 dimethylallyltranstransferase activity
GO0004337 geranyltranstransferase activity
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0004659': 11/1468 (0.75%)
Evaluation on propertest data (2516 items):
at_At1g49530 GO0004311 farnesyltranstransferase activity
at_At1g66980 - GO0008889 glycerophosphodiester phosphodiesterase activity
GO0016301 kinase activity
at_At2g18640 GO0004311 farnesyltranstransferase activity
at_At2g34630 - GO0004161 dimethylallyltranstransferase activity
at_At3g20160 GO0004311 farnesyltranstransferase activity
at_At4g36810 GO0004311 farnesyltranstransferase activity
at_At4g38460 GO0004311 farnesyltranstransferase activity
Propertest Accuracy: 5/7 (71.43%)
Propertest Frequency class 'GO0004659': 14/2516 (0.56%)
New (unknown) data (1468 items):
at_At1g29020 - GO0005509 calcium ion binding
at_At3g14530 - no entry null
at_At2g38860 - GO0005554 molecular_function unknown
at_At3g02720 - GO0005554 molecular_function unknown
------------------
Rule 496
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,multigene_family),desc(_2,subunit) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),keyword(_2,calcium_binding) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,signal) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,d__3d_structure) = 1
-> class GO0005507 "copper ion binding"
Evaluation on training data (2915 items):
at_At1g01480 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At1g18140 GO0005507 copper ion binding
GO0008471 laccase activity
at_At1g21850 GO0005507 copper ion binding
at_At1g31680 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At1g62810 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At1g71040 GO0005507 copper ion binding
at_At1g75790 GO0005507 copper ion binding
at_At2g29130 GO0005507 copper ion binding
GO0008471 laccase activity
at_At2g30210 GO0005507 copper ion binding
GO0008471 laccase activity
at_At2g38080 GO0005507 copper ion binding
GO0008471 laccase activity
at_At2g42490 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At3g13390 GO0005507 copper ion binding
at_At3g13400 GO0005507 copper ion binding
at_At3g43670 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g12290 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g12420 GO0005507 copper ion binding
at_At4g14940 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g25240 GO0005507 copper ion binding
at_At4g37160 GO0005507 copper ion binding
at_At4g39830 GO0005507 copper ion binding
GO0008447 L-ascorbate oxidase activity
at_At5g01050 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g05390 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g07130 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g48100 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g51480 GO0005507 copper ion binding
at_At5g58910 GO0005507 copper ion binding
GO0008471 laccase activity
Training Accuracy: 25/26 (96.15%)
Training Frequency class 'GO0005507': 40/2915 (1.37%)
Evaluation on validation data (1468 items):
at_At1g31710 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At1g31820 - GO0015326 cationic amino acid transporter activity
at_At1g55570 GO0005507 copper ion binding
at_At1g76160 GO0005507 copper ion binding
at_At2g13810 - GO0008483 transaminase activity
at_At2g24850 - GO0008483 transaminase activity
at_At3g14130 - GO0008891 glycolate oxidase activity
at_At4g12280 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g38420 GO0005507 copper ion binding
at_At1g21860 GO0005507 copper ion binding
Validation Accuracy: 6/10 (60.00%)
Validation Frequency class 'GO0005507': 11/1468 (0.75%)
Evaluation on propertest data (2516 items):
at_At1g41830 GO0005507 copper ion binding
at_At1g55560 GO0005507 copper ion binding
at_At1g80760 - GO0015250 water channel activity
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_At3g14420 - GO0008891 glycolate oxidase activity
at_At4g12270 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g22010 GO0005507 copper ion binding
at_At4g28090 GO0005507 copper ion binding
at_At5g01040 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g01190 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g03260 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g09360 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g21100 GO0005507 copper ion binding
GO0008447 L-ascorbate oxidase activity
at_At5g48450 GO0005507 copper ion binding
at_At5g60020 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g66920 GO0005507 copper ion binding
at_At1g23010 GO0005507 copper ion binding
at_At1g31670 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At1g31690 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
Propertest Accuracy: 20/22 (90.91%)
Propertest Frequency class 'GO0005507': 35/2516 (1.39%)
New (unknown) data (1468 items):
at_At1g03990 - GO0016491 oxidoreductase activity
at_At3g43820 - no entry null
at_At4g19180 - GO0016787 hydrolase activity
at_At4g28570 - GO0009055 electron carrier activity
at_At4g30720 - GO0005554 molecular_function unknown
at_At1g31700 - no entry null
at_At1g70560 - GO0016846 carbon-sulfur lyase activity
------------------
Rule 452
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,phaseoleae) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,electron_transport) = 1
-> class GO0005507 "copper ion binding"
Evaluation on training data (2915 items):
at_At1g17800 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g48940 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g72230 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At3g20570 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At3g60270 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g12880 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g14350 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g20230 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g57920 GO0005489 electron transporter activity
GO0005507 copper ion binding
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'GO0005507': 40/2915 (1.37%)
Evaluation on validation data (1468 items):
at_At1g64640 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At3g27200 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g31840 GO0005489 electron transporter activity
GO0005507 copper ion binding
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0005507': 11/1468 (0.75%)
Evaluation on propertest data (2516 items):
at_At1g22480 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g55850 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At1g76100 GO0005507 copper ion binding
at_At5g15350 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At2g02850 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At2g25060 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At3g01070 GO0005489 electron transporter activity
GO0005507 copper ion binding
Propertest Accuracy: 6/7 (85.71%)
Propertest Frequency class 'GO0005507': 35/2516 (1.39%)
New (unknown) data (1468 items):
at_At1g17870 - GO0005554 molecular_function unknown
at_At1g20340 - no entry null
at_At5g45040 - GO0009055 electron carrier activity
at_At4g28360 - GO0003735 structural constituent of ribosome
at_At4g28050 - GO0005554 molecular_function unknown
at_At4g18260 - GO0005554 molecular_function unknown
------------------
Rule 497
eval(_1,_2,4.0e-3-0.1),keyword(_2,electron_transport) = 0
eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,multigene_family),desc(_2,subunit) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),keyword(_2,calcium_binding) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,magnoliophyta),keyword(_2,signal) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 1
-> class GO0016641 "oxidoreductase activity\, acting on the CH-NH2 group of donors\, oxygen as acceptor"
Evaluation on training data (2915 items):
at_At1g01480 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At1g31680 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At1g62810 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At2g42490 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At3g43670 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g12290 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g14940 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
Training Accuracy: 6/7 (85.71%)
Training Frequency class 'GO0016641': 15/2915 (0.51%)
Evaluation on validation data (1468 items):
at_At1g31710 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At2g13810 - GO0008483 transaminase activity
at_At2g24850 - GO0008483 transaminase activity
at_At3g14130 - GO0008891 glycolate oxidase activity
at_At4g12280 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
Validation Accuracy: 2/5 (40.00%)
Validation Frequency class 'GO0016641': 4/1468 (0.27%)
Evaluation on propertest data (2516 items):
at_At3g14420 - GO0008891 glycolate oxidase activity
at_At4g12270 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At1g31670 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At1g31690 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
Propertest Accuracy: 3/4 (75.00%)
Propertest Frequency class 'GO0016641': 13/2516 (0.52%)
New (unknown) data (1468 items):
at_At3g43820 - no entry null
at_At4g24670 - GO0016846 carbon-sulfur lyase activity
at_At1g31700 - no entry null
at_At1g70560 - GO0016846 carbon-sulfur lyase activity
------------------
Rule 381
eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,squalea) = 0
eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,transferase),desc(_2,hypothetical) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,alphaproteobacteria),desc(_2,probable) = 0
-> class GO0008452 "RNA ligase activity"
Evaluation on training data (2915 items):
at_At1g25350 GO0004819 glutamine-tRNA ligase activity
at_At1g28350 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At1g66530 GO0004814 arginine-tRNA ligase activity
GO0005524 ATP binding
at_At3g13490 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g44740 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g48110 GO0004820 glycine-tRNA ligase activity
at_At4g04350 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g10320 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g12790 - GO0005524 ATP binding
at_At4g17300 GO0004816 asparagine-tRNA ligase activity
at_At4g26870 GO0004815 aspartate-tRNA ligase activity
at_At4g31180 GO0004815 aspartate-tRNA ligase activity
GO0005524 ATP binding
at_At4g33760 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At5g26710 GO0004818 glutamate-tRNA ligase activity
Training Accuracy: 13/14 (92.86%)
Training Frequency class 'GO0008452': 13/2915 (0.45%)
Evaluation on validation data (1468 items):
at_At1g70980 GO0004816 asparagine-tRNA ligase activity
at_At3g07420 GO0004816 asparagine-tRNA ligase activity
at_At3g56300 GO0004817 cysteine-tRNA ligase activity
GO0005524 ATP binding
at_At3g58140 GO0004826 phenylalanine-tRNA ligase activity
GO0005524 ATP binding
at_At3g59410 - GO0004672 protein kinase activity
GO0005524 ATP binding
at_At3g11710 GO0004824 lysine-tRNA ligase activity
GO0005524 ATP binding
at_At3g18524 - GO0003684 damaged DNA binding
GO0005524 ATP binding
at_At4g13780 GO0004825 methionine-tRNA ligase activity
at_At5g24020 - GO0016887 ATPase activity
at_At5g27470 GO0004828 serine-tRNA ligase activity
at_At5g38830 GO0004817 cysteine-tRNA ligase activity
GO0005524 ATP binding
at_At5g64050 GO0004818 glutamate-tRNA ligase activity
at_At1g29880 GO0004820 glycine-tRNA ligase activity
at_At1g14610 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At2g31170 GO0004817 cysteine-tRNA ligase activity
GO0005524 ATP binding
Validation Accuracy: 12/15 (80.00%)
Validation Frequency class 'GO0008452': 13/1468 (0.89%)
Evaluation on propertest data (2516 items):
at_At1g75460 - GO0004176 ATP-dependent peptidase activity
at_At4g26300 GO0004814 arginine-tRNA ligase activity
GO0005524 ATP binding
at_At5g15450 - GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g01460 - GO0005524 ATP binding
GO0016301 kinase activity
at_At2g25140 - GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g25840 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At1g09620 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At2g33840 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g04600 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g06650 - GO0008815 citrate (pro-3S)-lyase activity
at_At1g11870 GO0004828 serine-tRNA ligase activity
at_At3g55400 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g62120 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g39280 GO0004826 phenylalanine-tRNA ligase activity
GO0005524 ATP binding
at_At5g10880 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At5g16710 - GO0045174 glutathione dehydrogenase (ascorbate) activity
at_At5g26830 GO0004829 threonine-tRNA ligase activity
at_At5g49030 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At5g49460 - GO0008815 citrate (pro-3S)-lyase activity
at_At5g52520 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At1g74310 - GO0003773 heat shock protein activity
GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g02660 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g02760 GO0004821 histidine-tRNA ligase activity
at_At5g56680 GO0004816 asparagine-tRNA ligase activity
Propertest Accuracy: 16/24 (66.67%)
Propertest Frequency class 'GO0008452': 16/2516 (0.64%)
New (unknown) data (1468 items):
at_At1g27160 - GO0005554 molecular_function unknown
at_At1g50200 - no entry null
at_At1g61120 - GO0005554 molecular_function unknown
at_At1g72920 - no entry null
at_At3g47700 - GO0005554 molecular_function unknown
at_At4g02260 - GO0005554 molecular_function unknown
at_At4g19540 - GO0005554 molecular_function unknown
at_At4g29920 - GO0005554 molecular_function unknown
at_At5g03410 - GO0005515 protein binding
at_At5g22800 - no entry null
at_At5g57710 - GO0005554 molecular_function unknown
at_At1g07200 - no entry null
at_At3g46100 - no entry null
at_At1g72550 - no entry null
at_At1g36170 - no entry null
at_At2g29970 - GO0005554 molecular_function unknown
at_At5g02680 - GO0005554 molecular_function unknown
at_At5g50960 - GO0000166 nucleotide binding
------------------
Rule 382
eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,squalea) = 0
eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,transferase),desc(_2,hypothetical) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,alphaproteobacteria),desc(_2,probable) = 0
-> class GO0016876 "ligase activity\, forming aminoacyl-tRNA and related compounds"
Evaluation on training data (2915 items):
at_At1g25350 GO0004819 glutamine-tRNA ligase activity
at_At1g28350 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At1g66530 GO0004814 arginine-tRNA ligase activity
GO0005524 ATP binding
at_At3g13490 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g44740 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g48110 GO0004820 glycine-tRNA ligase activity
at_At4g04350 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g10320 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g12790 - GO0005524 ATP binding
at_At4g17300 GO0004816 asparagine-tRNA ligase activity
at_At4g26870 GO0004815 aspartate-tRNA ligase activity
at_At4g31180 GO0004815 aspartate-tRNA ligase activity
GO0005524 ATP binding
at_At4g33760 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At5g26710 GO0004818 glutamate-tRNA ligase activity
Training Accuracy: 13/14 (92.86%)
Training Frequency class 'GO0016876': 13/2915 (0.45%)
Evaluation on validation data (1468 items):
at_At1g70980 GO0004816 asparagine-tRNA ligase activity
at_At3g07420 GO0004816 asparagine-tRNA ligase activity
at_At3g56300 GO0004817 cysteine-tRNA ligase activity
GO0005524 ATP binding
at_At3g58140 GO0004826 phenylalanine-tRNA ligase activity
GO0005524 ATP binding
at_At3g59410 - GO0004672 protein kinase activity
GO0005524 ATP binding
at_At3g11710 GO0004824 lysine-tRNA ligase activity
GO0005524 ATP binding
at_At3g18524 - GO0003684 damaged DNA binding
GO0005524 ATP binding
at_At4g13780 GO0004825 methionine-tRNA ligase activity
at_At5g24020 - GO0016887 ATPase activity
at_At5g27470 GO0004828 serine-tRNA ligase activity
at_At5g38830 GO0004817 cysteine-tRNA ligase activity
GO0005524 ATP binding
at_At5g64050 GO0004818 glutamate-tRNA ligase activity
at_At1g29880 GO0004820 glycine-tRNA ligase activity
at_At1g14610 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At2g31170 GO0004817 cysteine-tRNA ligase activity
GO0005524 ATP binding
Validation Accuracy: 12/15 (80.00%)
Validation Frequency class 'GO0016876': 13/1468 (0.89%)
Evaluation on propertest data (2516 items):
at_At1g75460 - GO0004176 ATP-dependent peptidase activity
at_At4g26300 GO0004814 arginine-tRNA ligase activity
GO0005524 ATP binding
at_At5g15450 - GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g01460 - GO0005524 ATP binding
GO0016301 kinase activity
at_At2g25140 - GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g25840 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At1g09620 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At2g33840 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g04600 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g06650 - GO0008815 citrate (pro-3S)-lyase activity
at_At1g11870 GO0004828 serine-tRNA ligase activity
at_At3g55400 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g62120 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g39280 GO0004826 phenylalanine-tRNA ligase activity
GO0005524 ATP binding
at_At5g10880 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At5g16710 - GO0045174 glutathione dehydrogenase (ascorbate) activity
at_At5g26830 GO0004829 threonine-tRNA ligase activity
at_At5g49030 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At5g49460 - GO0008815 citrate (pro-3S)-lyase activity
at_At5g52520 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At1g74310 - GO0003773 heat shock protein activity
GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g02660 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g02760 GO0004821 histidine-tRNA ligase activity
at_At5g56680 GO0004816 asparagine-tRNA ligase activity
Propertest Accuracy: 16/24 (66.67%)
Propertest Frequency class 'GO0016876': 16/2516 (0.64%)
New (unknown) data (1468 items):
at_At1g27160 - GO0005554 molecular_function unknown
at_At1g50200 - no entry null
at_At1g61120 - GO0005554 molecular_function unknown
at_At1g72920 - no entry null
at_At3g47700 - GO0005554 molecular_function unknown
at_At4g02260 - GO0005554 molecular_function unknown
at_At4g19540 - GO0005554 molecular_function unknown
at_At4g29920 - GO0005554 molecular_function unknown
at_At5g03410 - GO0005515 protein binding
at_At5g22800 - no entry null
at_At5g57710 - GO0005554 molecular_function unknown
at_At1g07200 - no entry null
at_At3g46100 - no entry null
at_At1g72550 - no entry null
at_At1g36170 - no entry null
at_At2g29970 - GO0005554 molecular_function unknown
at_At5g02680 - GO0005554 molecular_function unknown
at_At5g50960 - GO0000166 nucleotide binding
------------------
Rule 330
eval(_1,_2,0.0-9.0e-25),classification(_2,phaseoleae),keyword(_2,transferase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,serine) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),desc(_2,putative) = 1
-> class GO0016758 "transferase activity\, transferring hexosyl groups"
Evaluation on training data (2915 items):
at_At1g01420 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g16980 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g22360 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g22400 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g30530 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g60140 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0004805 trehalose-phosphatase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g70290 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g73370 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
at_At1g78580 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g15490 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g23210 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g23260 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g29750 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g30150 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g31750 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g31790 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36770 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g43840 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g16520 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g21750 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g21760 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g21780 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g21790 GO0008194 UDP-glycosyltransferase activity
at_At3g22250 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g43190 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g46660 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g46700 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g10120 GO0016757 transferase activity\, transferring glycosyl groups
GO0046524 sucrose-phosphate synthase activity
at_At4g15280 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15500 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g36770 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g01220 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0046510 UDP-sulfoquinovose\:DAG sulfoquinovosyltransferase activity
at_At5g03490 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g05860 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g05870 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g05890 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g11110 GO0046524 sucrose-phosphate synthase activity
at_At5g12890 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g17050 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g20410 GO0016757 transferase activity\, transferring glycosyl groups
GO0046509 1\,2-diacylglycerol 3-beta-galactosyltransferase activity
at_At5g20830 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
at_At5g38040 GO0008194 UDP-glycosyltransferase activity
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g49190 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g65550 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g66690 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
Training Accuracy: 45/45 (100.00%)
Training Frequency class 'GO0016758': 102/2915 (3.50%)
Evaluation on validation data (1468 items):
at_At1g05530 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g68020 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0004805 trehalose-phosphatase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g06410 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0004805 trehalose-phosphatase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g73880 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g26480 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g11340 GO0008194 UDP-glycosyltransferase activity
at_At1g07260 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g18700 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g23250 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g29740 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36750 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36760 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g36780 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g43820 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g50740 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g53150 GO0008194 UDP-glycosyltransferase activity
at_At3g53900 - GO0004845 uracil phosphoribosyltransferase activity
at_At3g21560 GO0008194 UDP-glycosyltransferase activity
at_At3g46650 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g46670 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g46680 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15260 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g27550 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g22340 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g05880 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g17030 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g38010 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g49690 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g01390 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
Validation Accuracy: 28/29 (96.55%)
Validation Frequency class 'GO0016758': 61/1468 (4.16%)
Evaluation on propertest data (2516 items):
at_At1g23870 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0004805 trehalose-phosphatase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g05560 GO0003843 1\,3-beta-glucan synthase activity
GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g05680 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g78270 GO0008194 UDP-glycosyltransferase activity
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g07240 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36790 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g17770 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0004805 trehalose-phosphatase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g16890 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g18560 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g29710 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g29730 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g30140 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g36800 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36970 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g10400 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g02100 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g21800 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g46690 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g46720 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g53160 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g55700 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g55710 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g01070 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15480 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15490 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15550 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g31780 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0046509 1\,2-diacylglycerol 3-beta-galactosyltransferase activity
at_At4g34131 GO0008194 UDP-glycosyltransferase activity
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g34135 GO0008194 UDP-glycosyltransferase activity
at_At4g34138 GO0008194 UDP-glycosyltransferase activity
at_At5g05900 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g17040 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g20280 GO0016757 transferase activity\, transferring glycosyl groups
GO0046524 sucrose-phosphate synthase activity
at_At5g26310 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g37180 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
at_At5g59580 GO0008194 UDP-glycosyltransferase activity
at_At5g59590 GO0008194 UDP-glycosyltransferase activity
at_At1g24100 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g15480 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g02280 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
GO0016757 transferase activity\, transferring glycosyl groups
Propertest Accuracy: 40/40 (100.00%)
Propertest Frequency class 'GO0016758': 97/2516 (3.86%)
New (unknown) data (1468 items):
at_At1g05670 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g16580 - no entry null
at_At1g22390 - no entry null
at_At1g32900 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g50580 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g52420 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g64910 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g78800 - GO0016757 transferase activity\, transferring glycosyl groups
at_At2g22590 - GO0016757 transferase activity\, transferring glycosyl groups
at_At2g22930 - GO0016757 transferase activity\, transferring glycosyl groups
at_At2g28080 - GO0016757 transferase activity\, transferring glycosyl groups
at_At2g35800 - GO0005509 calcium ion binding
at_At3g15940 - GO0016757 transferase activity\, transferring glycosyl groups
at_At3g29630 - GO0016757 transferase activity\, transferring glycosyl groups
at_At4g14100 - GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15270 - GO0016757 transferase activity\, transferring glycosyl groups
at_At4g16710 - GO0016757 transferase activity\, transferring glycosyl groups
at_At4g27570 - GO0016757 transferase activity\, transferring glycosyl groups
at_At5g04480 - GO0005554 molecular_function unknown
at_At5g07320 - GO0005509 calcium ion binding
at_At5g24750 - GO0005554 molecular_function unknown
at_At5g54010 - GO0016757 transferase activity\, transferring glycosyl groups
at_At5g14860 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g43620 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g64920 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g75420 - GO0016757 transferase activity\, transferring glycosyl groups
at_At3g10630 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g07250 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g16570 - GO0016757 transferase activity\, transferring glycosyl groups
at_At4g01210 - GO0016757 transferase activity\, transferring glycosyl groups
at_At4g18240 - GO0016757 transferase activity\, transferring glycosyl groups
at_At4g19460 - GO0016757 transferase activity\, transferring glycosyl groups
at_At5g24300 - GO0016757 transferase activity\, transferring glycosyl groups
at_At5g37950 - GO0005554 molecular_function unknown
at_At5g51050 - GO0005509 calcium ion binding
at_At5g61810 - GO0005509 calcium ion binding
at_At1g19710 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g22370 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g51210 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g06000 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g73160 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g73740 - GO0016757 transferase activity\, transferring glycosyl groups
at_At2g11820 - no entry null
at_At2g18570 - GO0016757 transferase activity\, transferring glycosyl groups
at_At2g40190 - GO0016757 transferase activity\, transferring glycosyl groups
at_At3g01180 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g11720 - GO0016757 transferase activity\, transferring glycosyl groups
at_At3g07020 - GO0016757 transferase activity\, transferring glycosyl groups
at_At3g45100 - GO0016757 transferase activity\, transferring glycosyl groups
at_At4g27560 - GO0016757 transferase activity\, transferring glycosyl groups
at_At5g53990 - GO0016757 transferase activity\, transferring glycosyl groups
at_At5g54060 - GO0016757 transferase activity\, transferring glycosyl groups
at_At5g59070 - GO0016757 transferase activity\, transferring glycosyl groups
at_At4g09500 - GO0016757 transferase activity\, transferring glycosyl groups
------------------
Rule 520
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,candida) = 1
-> class GO0016758 "transferase activity\, transferring hexosyl groups"
Evaluation on training data (2915 items):
at_At2g32610 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g33100 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g35650 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At3g07330 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At3g28180 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g15320 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g23990 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g38190 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g39350 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g03760 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g09870 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g22740 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g64740 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
Training Accuracy: 13/13 (100.00%)
Training Frequency class 'GO0016758': 102/2915 (3.50%)
Evaluation on validation data (1468 items):
at_At2g24630 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At3g56000 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g24000 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At1g24070 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'GO0016758': 61/1468 (4.16%)
Evaluation on propertest data (2516 items):
at_At1g23480 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At1g77490 - GO0016688 L-ascorbate peroxidase activity
at_At5g05170 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g21770 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g32530 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g15290 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g16590 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
GO0046527 glucosyltransferase activity
at_At4g24010 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g31590 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g32410 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g44030 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g51450 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g25540 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g32540 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g32620 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At3g03050 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g18780 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
Propertest Accuracy: 15/17 (88.24%)
Propertest Frequency class 'GO0016758': 97/2516 (3.86%)
New (unknown) data (1468 items):
at_At1g01510 - GO0005515 protein binding
at_At5g18660 - GO0005554 molecular_function unknown
------------------
Rule 204
eval(_1,_2,0.0-9.0e-25),classification(_2,rosidae),db_ref(_2,embl) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,transmembrane) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transferase) = 1
-> class GO0016758 "transferase activity\, transferring hexosyl groups"
Evaluation on training data (2915 items):
at_At1g02720 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g08660 - GO0008373 sialyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g19300 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g49710 GO0008417 fucosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g56600 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g60470 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g71990 GO0008417 fucosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g74800 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g20810 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g25300 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g47180 GO0016758 transferase activity\, transferring hexosyl groups
at_At3g14960 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g19280 GO0008417 fucosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0017083 4-galactosyl-N-acetylglucosaminide 3-alpha-L-fucosyltransferase activity
at_At3g50760 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g58790 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g21060 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g26250 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g26940 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g16190 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g18480 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g30500 GO0016758 transferase activity\, transferring hexosyl groups
at_At5g54690 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g62620 GO0016758 transferase activity\, transferring hexosyl groups
Training Accuracy: 22/23 (95.65%)
Training Frequency class 'GO0016758': 102/2915 (3.50%)
Evaluation on validation data (1468 items):
at_At1g33430 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g05170 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g60450 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g70090 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g08280 - GO0008373 sialyltransferase activity
at_At2g35710 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g28340 GO0016758 transferase activity\, transferring hexosyl groups
at_At4g02130 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g04870 - GO0030572 phosphatidyltransferase activity
at_At1g24170 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g45900 - GO0019779 APG8 activating enzyme activity
Validation Accuracy: 8/11 (72.73%)
Validation Frequency class 'GO0016758': 61/1468 (4.16%)
Evaluation on propertest data (2516 items):
at_At1g26810 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g27120 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g32930 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g53290 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g29120 - GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At3g06260 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g26100 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g09350 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g32430 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g01040 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g11730 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g06440 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g48820 - GO0008373 sialyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g16600 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g13250 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g53340 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g23790 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
Propertest Accuracy: 15/17 (88.24%)
Propertest Frequency class 'GO0016758': 97/2516 (3.86%)
New (unknown) data (1468 items):
at_At1g01570 - GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g05280 - GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g07850 - GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g09280 - GO0005554 molecular_function unknown
at_At1g11560 - GO0015157 oligosaccharide transporter activity
at_At1g54940 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g77810 - GO0016757 transferase activity\, transferring glycosyl groups
at_At2g22900 - GO0016740 transferase activity
at_At3g27230 - GO0005554 molecular_function unknown
at_At4g33330 - GO0016757 transferase activity\, transferring glycosyl groups
at_At5g06050 - GO0005554 molecular_function unknown
at_At5g07720 - GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g40830 - GO0005554 molecular_function unknown
at_At5g41460 - GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g06780 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g74380 - GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g11420 - GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g28450 - GO0003676 nucleic acid binding
at_At2g37730 - GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15240 - GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g61790 - GO0015157 oligosaccharide transporter activity
at_At1g77130 - GO0016757 transferase activity\, transferring glycosyl groups
at_At1g08990 - GO0016757 transferase activity\, transferring glycosyl groups
at_At2g39630 - GO0016757 transferase activity\, transferring glycosyl groups
at_At3g18660 - GO0016757 transferase activity\, transferring glycosyl groups
at_At3g62720 - GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g00300 - GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g32110 - GO0016757 transferase activity\, transferring glycosyl groups
at_At4g37690 - GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g57500 - GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g66680 - no entry null
at_At4g02500 - GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g11350 - GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
------------------
Rule 217
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,rickettsiales) = 0
eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,d__3d_structure),desc(_2,receptor) = 0
eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,1574.0-38820.0),desc(_2,region) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,prints) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,paccad_clade),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,homo),keyword(_2,hydrolase) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,escherichia),db_ref(_2,smart) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,halobacterium),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),classification(_2,hypocreales) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),species(_2,bacillus_subtilis) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,hydrolase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,bacteria) = 1
-> class GO0008237 "metallopeptidase activity"
Evaluation on training data (2915 items):
at_At1g06900 GO0004222 metalloendopeptidase activity
at_At1g24140 GO0004222 metalloendopeptidase activity
at_At1g51780 GO0008237 metallopeptidase activity
GO0010178 IAA-amino acid conjugate hydrolase activity
at_At1g59970 GO0004222 metalloendopeptidase activity
at_At1g71696 GO0004182 carboxypeptidase A activity
at_At2g41790 GO0004222 metalloendopeptidase activity
at_At2g45040 GO0004222 metalloendopeptidase activity
at_At2g45240 GO0004239 methionyl aminopeptidase activity
at_At3g27110 GO0004222 metalloendopeptidase activity
at_At4g16640 GO0004222 metalloendopeptidase activity
at_At4g17830 GO0008237 metallopeptidase activity
at_At4g20070 GO0008237 metallopeptidase activity
at_At4g22720 GO0008450 O-sialoglycoprotein endopeptidase activity
at_At4g33090 - GO0009983 tyrosine aminopeptidase activity
at_At4g36760 - GO0009983 tyrosine aminopeptidase activity
GO0010013 N-1-naphthylphthalamic acid binding
at_At4g37040 GO0008235 metalloexopeptidase activity
at_At5g13520 GO0004179 membrane alanyl aminopeptidase activity
at_At5g42320 GO0004182 carboxypeptidase A activity
at_At5g42390 GO0004222 metalloendopeptidase activity
at_At5g56650 GO0008237 metallopeptidase activity
Training Accuracy: 18/20 (90.00%)
Training Frequency class 'GO0008237': 32/2915 (1.10%)
Evaluation on validation data (1468 items):
at_At1g44180 - GO0004046 aminoacylase activity
at_At1g51760 GO0008237 metallopeptidase activity
GO0010179 IAA-Ala conjugate hydrolase activity
at_At1g70170 GO0004222 metalloendopeptidase activity
at_At3g25740 GO0008235 metalloexopeptidase activity
at_At1g09300 GO0008237 metallopeptidase activity
at_At3g57470 GO0004222 metalloendopeptidase activity
at_At1g13270 GO0008235 metalloexopeptidase activity
at_At5g19740 - GO0016805 dipeptidase activity
at_At5g54140 GO0008237 metallopeptidase activity
at_At5g56660 GO0008237 metallopeptidase activity
at_At5g56730 GO0004222 metalloendopeptidase activity
Validation Accuracy: 9/11 (81.82%)
Validation Frequency class 'GO0008237': 15/1468 (1.02%)
Evaluation on propertest data (2516 items):
at_At1g49630 GO0004222 metalloendopeptidase activity
at_At1g51980 GO0004222 metalloendopeptidase activity
at_At3g02090 GO0004222 metalloendopeptidase activity
at_At3g16480 GO0004222 metalloendopeptidase activity
at_At3g19170 GO0004222 metalloendopeptidase activity
at_At3g51800 GO0008235 metalloexopeptidase activity
at_At3g54720 - GO0009980 glutamate carboxypeptidase activity
GO0016805 dipeptidase activity
at_At4g29490 GO0004251 X-Pro dipeptidase activity
at_At5g28050 - GO0008270 zinc ion binding
GO0016787 hydrolase activity
at_At5g43600 GO0008237 metallopeptidase activity
at_At3g02875 GO0008237 metallopeptidase activity
at_At3g05350 - GO0004177 aminopeptidase activity
at_At1g12050 - GO0004334 fumarylacetoacetase activity
Propertest Accuracy: 9/13 (69.23%)
Propertest Frequency class 'GO0008237': 16/2516 (0.64%)
New (unknown) data (1468 items):
at_At1g33270 - GO0005554 molecular_function unknown
at_At1g58280 - GO0005554 molecular_function unknown
at_At2g17280 - GO0003824 catalytic activity
at_At2g26560 - GO0045735 nutrient reservoir activity
at_At3g57140 - GO0005554 molecular_function unknown
at_At3g60420 - GO0005554 molecular_function unknown
at_At3g60440 - GO0005554 molecular_function unknown
at_At3g63200 - GO0045735 nutrient reservoir activity
at_At4g07670 - no entry null
at_At4g29690 - GO0016787 hydrolase activity
at_At5g43590 - GO0045735 nutrient reservoir activity
at_At1g52600 - GO0008233 peptidase activity
at_At2g39220 - GO0045735 nutrient reservoir activity
at_At3g54950 - GO0045735 nutrient reservoir activity
at_At3g44330 - GO0005554 molecular_function unknown
at_At4g29800 - GO0045735 nutrient reservoir activity
at_At1g22170 - GO0003824 catalytic activity
at_At3g52640 - GO0005554 molecular_function unknown
at_At5g64460 - GO0005554 molecular_function unknown
at_At1g09870 - no entry null
at_At3g16700 - GO0003824 catalytic activity
at_At3g50520 - GO0003824 catalytic activity
at_At3g60450 - GO0005554 molecular_function unknown
at_At4g15940 - GO0003824 catalytic activity
at_At4g29500 - GO0005554 molecular_function unknown
at_At4g37050 - GO0045735 nutrient reservoir activity
at_At4g37060 - GO0045735 nutrient reservoir activity
at_At4g37070 - GO0045735 nutrient reservoir activity
at_At5g04120 - GO0003824 catalytic activity
at_At5g10460 - GO0016787 hydrolase activity
at_At5g22620 - GO0003824 catalytic activity
at_At1g78050 - GO0003824 catalytic activity
at_At1g08940 - GO0003824 catalytic activity
at_At3g05170 - GO0003824 catalytic activity
------------------
Rule 233
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,rickettsiales) = 0
eval(_1,_2,0.0-9.0e-25),species(_2,oryctolagus_cuniculus__rabbit_),keyword(_2,d__3d_structure) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,paccad_clade),db_ref(_2,pfam) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,fissipedia),db_ref(_2,pir) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,deinococci),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,halobacterium),db_ref(_2,pfam) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),keyword(_2,mitochondrion) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,hydrolase) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,homo) = 0
-> class GO0004553 "hydrolase activity\, hydrolyzing O-glycosyl compounds"
Evaluation on training data (2915 items):
at_At1g02360 GO0004568 chitinase activity
at_At1g02460 GO0004650 polygalacturonase activity
at_At1g03310 GO0004556 alpha-amylase activity
at_At1g12240 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g26560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g33220 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g51470 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g52400 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g60090 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g61810 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g61820 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g69830 GO0004556 alpha-amylase activity
at_At1g72990 GO0004565 beta-galactosidase activity
at_At1g75940 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g76130 GO0004556 alpha-amylase activity
at_At2g16230 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g16730 GO0004565 beta-galactosidase activity
at_At2g19440 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g20680 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g26600 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g32290 GO0016161 beta-amylase activity
at_At2g32810 GO0004565 beta-galactosidase activity
at_At2g32860 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g36190 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g43590 GO0004568 chitinase activity
at_At2g43600 GO0004568 chitinase activity
at_At2g44450 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44460 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44480 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44490 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g07320 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g09260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008422 beta-glucosidase activity
at_At3g10890 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g13560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g13750 GO0004565 beta-galactosidase activity
at_At3g13784 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g13790 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g15800 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g16920 GO0004568 chitinase activity
at_At3g18080 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g21370 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g23640 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g23920 GO0016161 beta-amylase activity
at_At3g47540 GO0004568 chitinase activity
at_At3g55430 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g55780 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g57240 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008810 cellulase activity
at_At3g57260 GO0004338 glucan 1\,3-beta-glucosidase activity
GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008810 cellulase activity
at_At3g60130 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g60140 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g62740 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g17180 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g18340 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g26140 GO0004565 beta-galactosidase activity
at_At4g27830 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g34480 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g35010 GO0004565 beta-galactosidase activity
at_At4g36360 GO0004565 beta-galactosidase activity
at_At5g03650 - GO0003844 1\,4-alpha-glucan branching enzyme activity
at_At5g11720 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g18220 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20330 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20340 GO0004338 glucan 1\,3-beta-glucosidase activity
GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g24550 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g26000 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0019137 thioglucosidase activity
at_At5g42100 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g42720 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g44640 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g44830 GO0004650 polygalacturonase activity
at_At5g54570 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g55700 GO0016161 beta-amylase activity
at_At5g56870 GO0004565 beta-galactosidase activity
at_At5g58090 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g63800 GO0004565 beta-galactosidase activity
at_At5g63810 GO0004565 beta-galactosidase activity
Training Accuracy: 75/76 (98.68%)
Training Frequency class 'GO0004553': 141/2915 (4.84%)
Evaluation on validation data (1468 items):
at_At1g31740 GO0004565 beta-galactosidase activity
at_At1g47600 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g60260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g60270 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g66250 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g01630 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g25630 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g39640 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g10900 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g26140 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g28470 GO0004565 beta-galactosidase activity
at_At2g43580 GO0004568 chitinase activity
at_At3g52600 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g54420 GO0004568 chitinase activity
at_At3g61810 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g12500 GO0003799 antifungal peptide activity
GO0004568 chitinase activity
at_At4g15210 GO0016161 beta-amylase activity
at_At4g22100 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g27820 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g31140 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33810 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g01930 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g18670 GO0016161 beta-amylase activity
at_At5g20390 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20710 GO0004565 beta-galactosidase activity
at_At5g25980 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0019137 thioglucosidase activity
at_At5g36890 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g56590 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g58480 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g61250 GO0004566 beta-glucuronidase activity
at_At5g67460 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
Validation Accuracy: 31/31 (100.00%)
Validation Frequency class 'GO0004553': 78/1468 (5.31%)
Evaluation on propertest data (2516 items):
at_At1g02850 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g30080 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g32860 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g45130 GO0004565 beta-galactosidase activity
at_At1g51490 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g56680 GO0004568 chitinase activity
at_At1g62660 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g64760 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g66270 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g66280 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g05850 GO0004568 chitinase activity
at_At1g68560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g77410 GO0004565 beta-galactosidase activity
at_At1g77780 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g77790 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g80140 GO0004650 polygalacturonase activity
at_At3g23770 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g52840 GO0004565 beta-galactosidase activity
at_At4g26830 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g24540 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g64790 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g02310 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g05790 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g09010 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g36390 - GO0003844 1\,4-alpha-glucan branching enzyme activity
at_At2g39930 GO0004556 alpha-amylase activity
at_At2g43570 GO0004568 chitinase activity
at_At2g43620 GO0004568 chitinase activity
at_At2g45880 GO0016161 beta-amylase activity
at_At3g03640 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g04010 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g04720 - GO0008061 chitin binding
at_At3g06510 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g18070 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g26130 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g46570 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g57270 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g60120 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g62750 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g00490 GO0016161 beta-amylase activity
at_At4g01700 GO0004568 chitinase activity
at_At4g14080 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g16260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g17090 GO0016161 beta-amylase activity
at_At4g21760 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g25000 GO0004556 alpha-amylase activity
at_At4g28320 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g29360 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g32380 GO0004650 polygalacturonase activity
at_At4g33840 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g04360 GO0004556 alpha-amylase activity
at_At5g11920 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g16580 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g17500 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20870 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g28510 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g42260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g55180 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g66460 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g55120 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g27500 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44470 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g24330 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g09020 GO0004556 alpha-amylase activity
Propertest Accuracy: 62/64 (96.88%)
Propertest Frequency class 'GO0004553': 106/2516 (4.21%)
New (unknown) data (1468 items):
at_At1g17870 - GO0005554 molecular_function unknown
at_At1g25290 - GO0005554 molecular_function unknown
at_At4g09650 - GO0000260 hydrogen-translocating V-type ATPase activity
at_At4g18590 - GO0005554 molecular_function unknown
at_At5g13450 - GO0000260 hydrogen-translocating V-type ATPase activity
at_At5g67540 - GO0005554 molecular_function unknown
at_At1g36120 - no entry null
at_At3g30540 - no entry null
at_At1g47650 - no entry null
at_At2g22160 - GO0005554 molecular_function unknown
at_At1g11830 - no entry null
at_At3g20440 - no entry null
at_At5g05740 - no entry null
------------------
Rule 267
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,hydrozoa),db_ref(_2,smart) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,deinococci),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),classification(_2,hypocreales) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,enterobacteriaceae) = 0
-> class GO0004553 "hydrolase activity\, hydrolyzing O-glycosyl compounds"
Evaluation on training data (2915 items):
at_At1g02460 GO0004650 polygalacturonase activity
at_At1g02790 GO0004650 polygalacturonase activity
at_At1g05650 GO0004650 polygalacturonase activity
at_At1g10050 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g23460 GO0004650 polygalacturonase activity
at_At1g23470 GO0004650 polygalacturonase activity
at_At1g26560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g35550 - GO0003746 translation elongation factor activity
at_At1g43080 GO0004650 polygalacturonase activity
at_At1g43090 GO0004650 polygalacturonase activity
at_At1g43100 GO0004650 polygalacturonase activity
at_At1g52400 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g58370 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0015034 cytochrome P450 activity
at_At1g65570 GO0004650 polygalacturonase activity
at_At1g70500 GO0004650 polygalacturonase activity
at_At2g14690 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g15450 GO0004650 polygalacturonase activity
at_At2g15470 GO0004650 polygalacturonase activity
at_At2g20680 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g23900 GO0004650 polygalacturonase activity
at_At3g06770 GO0004650 polygalacturonase activity
at_At3g07820 GO0004650 polygalacturonase activity
at_At3g07840 GO0004650 polygalacturonase activity
at_At3g16850 GO0004650 polygalacturonase activity
at_At3g42950 GO0004650 polygalacturonase activity
at_At3g48950 GO0004650 polygalacturonase activity
at_At3g60130 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g61490 GO0004650 polygalacturonase activity
at_At4g01890 GO0004650 polygalacturonase activity
at_At4g18180 GO0004650 polygalacturonase activity
at_At4g19750 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19760 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19770 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19810 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19820 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g23500 GO0004650 polygalacturonase activity
at_At4g33820 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g38300 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g24090 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g41870 GO0004650 polygalacturonase activity
at_At5g44830 GO0004650 polygalacturonase activity
at_At5g44840 GO0004650 polygalacturonase activity
at_At5g48140 GO0004650 polygalacturonase activity
Training Accuracy: 42/43 (97.67%)
Training Frequency class 'GO0004553': 141/2915 (4.84%)
Evaluation on validation data (1468 items):
at_At4g38650 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g14650 GO0004650 polygalacturonase activity
at_At1g05660 GO0004650 polygalacturonase activity
at_At1g60260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g60270 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g78400 GO0004650 polygalacturonase activity
at_At1g80170 GO0004650 polygalacturonase activity
at_At3g26140 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g15460 GO0004650 polygalacturonase activity
at_At2g33160 GO0004650 polygalacturonase activity
at_At2g40310 GO0004650 polygalacturonase activity
at_At2g41850 GO0004650 polygalacturonase activity
at_At2g43860 GO0004650 polygalacturonase activity
at_At2g43870 GO0004650 polygalacturonase activity
at_At2g43890 GO0004650 polygalacturonase activity
at_At3g62110 GO0004650 polygalacturonase activity
at_At4g01040 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g14040 GO0004650 polygalacturonase activity
at_At4g19730 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19740 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19800 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g22100 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g23820 GO0004650 polygalacturonase activity
at_At4g33440 GO0004650 polygalacturonase activity
at_At4g33810 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g35670 GO0004650 polygalacturonase activity
at_At5g27530 GO0004650 polygalacturonase activity
at_At5g34940 GO0004566 beta-glucuronidase activity
at_At5g61250 GO0004566 beta-glucuronidase activity
Validation Accuracy: 29/29 (100.00%)
Validation Frequency class 'GO0004553': 78/1468 (5.31%)
Evaluation on propertest data (2516 items):
at_At1g56710 GO0004650 polygalacturonase activity
at_At1g80140 GO0004650 polygalacturonase activity
at_At3g15720 GO0004650 polygalacturonase activity
at_At2g26620 GO0004650 polygalacturonase activity
at_At2g43880 GO0004650 polygalacturonase activity
at_At3g06510 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g07830 GO0004650 polygalacturonase activity
at_At3g07970 GO0004650 polygalacturonase activity
at_At3g26130 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g57510 GO0004650 polygalacturonase activity
at_At3g57790 GO0004650 polygalacturonase activity
at_At3g59850 GO0004650 polygalacturonase activity
at_At3g62750 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g08160 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g13760 GO0004650 polygalacturonase activity
at_At4g19720 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g32380 GO0004650 polygalacturonase activity
at_At4g33830 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33840 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33850 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33860 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g16700 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g17200 GO0004650 polygalacturonase activity
at_At5g17500 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g39910 GO0004650 polygalacturonase activity
at_At5g66460 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g07830 GO0004566 beta-glucuronidase activity
Propertest Accuracy: 27/27 (100.00%)
Propertest Frequency class 'GO0004553': 106/2516 (4.21%)
New (unknown) data (1468 items):
at_At1g20010 - GO0005200 structural constituent of cytoskeleton
at_At1g64740 - GO0005200 structural constituent of cytoskeleton
at_At2g36250 - GO0005198 structural molecule activity
at_At4g14960 - GO0005200 structural constituent of cytoskeleton
at_At4g20890 - GO0005198 structural molecule activity
at_At4g37190 - GO0005554 molecular_function unknown
at_At5g05620 - GO0005198 structural molecule activity
at_At5g19770 - GO0005200 structural constituent of cytoskeleton
at_At5g44340 - GO0005200 structural constituent of cytoskeleton
at_At5g62690 - GO0005198 structural molecule activity
at_At5g62700 - GO0005198 structural molecule activity
at_At1g50010 - GO0005200 structural constituent of cytoskeleton
at_At1g04820 - GO0005200 structural constituent of cytoskeleton
at_At3g52750 - GO0005198 structural molecule activity
at_At3g61650 - GO0005198 structural molecule activity
at_At5g19780 - GO0005200 structural constituent of cytoskeleton
at_At5g23860 - GO0005200 structural constituent of cytoskeleton
at_At5g55280 - GO0005198 structural molecule activity
at_At3g30540 - no entry null
at_At1g75780 - GO0005198 structural molecule activity
at_At2g29550 - no entry null
at_At3g63280 - GO0016301 kinase activity
at_At4g16970 - GO0016301 kinase activity
at_At5g12250 - GO0005200 structural constituent of cytoskeleton
at_At1g71410 - GO0016301 kinase activity
------------------
Rule 231
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,rickettsiales) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,escherichia),db_ref(_2,smart) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,lachnospiraceae),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),desc(_2,serine) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,hydrolase) = 1
-> class GO0004553 "hydrolase activity\, hydrolyzing O-glycosyl compounds"
Evaluation on training data (2915 items):
at_At1g02460 GO0004650 polygalacturonase activity
at_At1g02800 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008810 cellulase activity
at_At1g26560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g52400 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g70710 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008810 cellulase activity
at_At1g72990 GO0004565 beta-galactosidase activity
at_At1g75680 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g06850 - GO0016762 xyloglucan\:xyloglucosyl transferase activity
GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At2g14690 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g16730 GO0004565 beta-galactosidase activity
at_At2g44560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44570 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g18080 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g19620 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g43860 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g47010 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g60130 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g62710 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g62740 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g02290 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g09740 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g27830 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33820 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g35010 GO0004565 beta-galactosidase activity
at_At4g36360 GO0004565 beta-galactosidase activity
at_At4g38300 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g39000 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g10560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g44830 GO0004650 polygalacturonase activity
at_At5g56870 GO0004565 beta-galactosidase activity
at_At5g63800 GO0004565 beta-galactosidase activity
at_At5g64570 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
Training Accuracy: 31/32 (96.88%)
Training Frequency class 'GO0004553': 141/2915 (4.84%)
Evaluation on validation data (1468 items):
at_At4g24260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g38650 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g39010 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g31740 GO0004565 beta-galactosidase activity
at_At1g60260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g60270 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g65610 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g26140 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g28470 GO0004565 beta-galactosidase activity
at_At2g32990 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44540 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44550 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g47000 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g47050 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g19940 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g22100 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33810 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g23210 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20710 GO0004565 beta-galactosidase activity
at_At5g20940 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20950 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g34940 GO0004566 beta-glucuronidase activity
at_At5g49720 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008810 cellulase activity
at_At5g61250 GO0004566 beta-glucuronidase activity
at_At1g02640 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
Validation Accuracy: 25/25 (100.00%)
Validation Frequency class 'GO0004553': 78/1468 (5.31%)
Evaluation on propertest data (2516 items):
at_At1g22880 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g45130 GO0004565 beta-galactosidase activity
at_At1g66270 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g66280 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g77410 GO0004565 beta-galactosidase activity
at_At1g80140 GO0004650 polygalacturonase activity
at_At1g09010 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g03640 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g06510 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g44990 - GO0016762 xyloglucan\:xyloglucosyl transferase activity
GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At3g47040 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g62750 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g03210 - GO0016762 xyloglucan\:xyloglucosyl transferase activity
GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g08160 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33830 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33840 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33850 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33860 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g38990 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g09730 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g16700 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g17500 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g49360 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g54260 - GO0004722 protein serine/threonine phosphatase activity
at_At5g57550 - GO0016762 xyloglucan\:xyloglucosyl transferase activity
GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At1g71380 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g07830 GO0004566 beta-glucuronidase activity
Propertest Accuracy: 23/27 (85.19%)
Propertest Frequency class 'GO0004553': 106/2516 (4.21%)
New (unknown) data (1468 items):
at_At1g10550 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At1g14720 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At1g22080 - GO0005554 molecular_function unknown
at_At1g36620 - GO0003677 DNA binding
at_At2g01850 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At2g12010 - no entry null
at_At2g14620 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At3g23730 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At3g25050 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At3g48580 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At3g49170 - GO0005554 molecular_function unknown
at_At4g13090 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g14130 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g25810 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g30270 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g13870 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g48070 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g57540 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At1g65310 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At2g18800 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g18990 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g30290 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At3g30540 - no entry null
at_At1g32170 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At2g36870 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At3g18950 - GO0000166 nucleotide binding
at_At4g13080 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g28850 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g30280 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g37800 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g57530 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g57560 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g65730 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g25820 - GO0016798 hydrolase activity\, acting on glycosyl bonds
------------------
Rule 176
eval(_1,_2,0.0-9.0e-25),classification(_2,methanobacteria) = 1
eval(_1,_2,0.0-9.0e-25),db_ref(_2,pir),desc(_2,factor) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,rattus) = 1
-> class GO0019001 "guanyl nucleotide binding"
Evaluation on training data (2915 items):
at_At1g01200 GO0005525 GTP binding
at_At1g20090 GO0005525 GTP binding
at_At1g22740 GO0005525 GTP binding
at_At1g43890 GO0005525 GTP binding
at_At1g47590 - GO0005345 purine transporter activity
at_At1g52280 GO0005525 GTP binding
at_At1g53880 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At1g53900 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At1g75840 GO0003924 GTPase activity
GO0005525 GTP binding
at_At2g05830 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At2g15310 - GO0003926 ARF small monomeric GTPase activity
at_At2g18770 - GO0005047 signal recognition particle binding
at_At2g31680 GO0005525 GTP binding
at_At2g33870 GO0005525 GTP binding
at_At2g38840 GO0003924 GTPase activity
GO0005525 GTP binding
at_At2g43130 GO0005525 GTP binding
at_At2g44610 GO0005525 GTP binding
at_At3g07300 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At3g09900 GO0005525 GTP binding
at_At3g09910 GO0005525 GTP binding
at_At3g12160 GO0005525 GTP binding
at_At3g15060 GO0005525 GTP binding
at_At3g51300 GO0003931 Rho small monomeric GTPase activity
GO0005525 GTP binding
at_At3g53610 GO0005525 GTP binding
at_At4g10650 GO0005525 GTP binding
at_At4g17530 GO0005525 GTP binding
at_At4g18330 - GO0003743 translation initiation factor activity
at_At4g19640 GO0005525 GTP binding
at_At4g20360 - GO0003746 translation elongation factor activity
at_At4g28950 GO0005525 GTP binding
at_At4g35020 GO0003924 GTPase activity
GO0005525 GTP binding
at_At4g35860 GO0005525 GTP binding
at_At4g35950 GO0005525 GTP binding
at_At4g39520 GO0005525 GTP binding
at_At4g39890 GO0005525 GTP binding
at_At4g39990 GO0005525 GTP binding
at_At5g03530 GO0005525 GTP binding
at_At5g10260 GO0005525 GTP binding
at_At5g13650 GO0003746 translation elongation factor activity
GO0005525 GTP binding
at_At5g45750 GO0005525 GTP binding
at_At5g47520 GO0005525 GTP binding
at_At5g47960 GO0005525 GTP binding
at_At5g52210 - GO0003926 ARF small monomeric GTPase activity
at_At5g59150 GO0005525 GTP binding
at_At5g60860 GO0005525 GTP binding
Training Accuracy: 39/45 (86.67%)
Training Frequency class 'GO0019001': 54/2915 (1.85%)
Evaluation on validation data (1468 items):
at_At1g05810 GO0005525 GTP binding
at_At1g06400 GO0005525 GTP binding
at_At1g73640 GO0005525 GTP binding
at_At2g21880 GO0005525 GTP binding
at_At2g22290 GO0005525 GTP binding
at_At1g09630 GO0005525 GTP binding
at_At3g49870 - GO0003926 ARF small monomeric GTPase activity
at_At3g46060 GO0005525 GTP binding
at_At3g46830 GO0005525 GTP binding
at_At4g17170 GO0003924 GTPase activity
GO0005525 GTP binding
at_At5g05000 GO0005525 GTP binding
at_At5g05470 - GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At5g20020 GO0003929 RAN small monomeric GTPase activity
GO0005515 protein binding
GO0005525 GTP binding
at_At1g28550 GO0005525 GTP binding
at_At5g62880 GO0005525 GTP binding
at_At1g48970 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At1g72340 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At1g72660 GO0005525 GTP binding
Validation Accuracy: 16/18 (88.89%)
Validation Frequency class 'GO0019001': 20/1468 (1.36%)
Evaluation on propertest data (2516 items):
at_At1g21160 - GO0003743 translation initiation factor activity
at_At3g16100 GO0005525 GTP binding
at_At2g17800 GO0005525 GTP binding
at_At2g44070 GO0003743 translation initiation factor activity
GO0005525 GTP binding
at_At3g07410 GO0005525 GTP binding
at_At3g11730 GO0005525 GTP binding
at_At3g18820 GO0005525 GTP binding
at_At3g27380 - GO0000104 succinate dehydrogenase activity
GO0005489 electron transporter activity
at_At3g54840 GO0003924 GTPase activity
GO0005525 GTP binding
at_At4g09720 GO0005525 GTP binding
at_At4g17160 GO0005525 GTP binding
at_At5g03520 GO0005525 GTP binding
at_At5g05670 - GO0005047 signal recognition particle binding
at_At5g20010 GO0003929 RAN small monomeric GTPase activity
GO0005515 protein binding
GO0005525 GTP binding
at_At1g02130 GO0005525 GTP binding
at_At5g39960 GO0005525 GTP binding
at_At5g45130 GO0005525 GTP binding
at_At5g55080 GO0005525 GTP binding
at_At5g55190 GO0003929 RAN small monomeric GTPase activity
GO0005515 protein binding
GO0005525 GTP binding
at_At5g59840 GO0005525 GTP binding
at_At5g65270 GO0005525 GTP binding
at_At1g07410 GO0005525 GTP binding
at_At4g11160 - GO0003743 translation initiation factor activity
at_At4g18430 GO0005525 GTP binding
at_At4g18800 GO0005525 GTP binding
Propertest Accuracy: 21/25 (84.00%)
Propertest Frequency class 'GO0019001': 42/2516 (1.67%)
New (unknown) data (1468 items):
at_At1g19480 - no entry null
at_At1g30580 - GO0005554 molecular_function unknown
at_At1g33880 - GO0005554 molecular_function unknown
at_At2g40290 - GO0003723 RNA binding
at_At3g22980 - GO0008135 translation factor activity\, nucleic acid binding
at_At3g58730 - GO0000260 hydrogen-translocating V-type ATPase activity
at_At3g63150 - GO0005554 molecular_function unknown
at_At5g10640 - no entry null
at_At5g27540 - GO0005554 molecular_function unknown
at_At5g66470 - GO0005554 molecular_function unknown
at_At2g27700 - GO0008135 translation factor activity\, nucleic acid binding
at_At1g19600 - GO0016301 kinase activity
at_At3g21700 - GO0005554 molecular_function unknown
at_At5g26110 - GO0005554 molecular_function unknown
at_At3g05310 - GO0005554 molecular_function unknown
------------------
Rule 509
eval(_1,_2,0.0-9.0e-25),db_ref(_2,genew) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),classification(_2,solanum) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,schizosaccharomyces) = 1
-> class GO0016706 "oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors"
Evaluation on training data (2915 items):
at_At1g03400 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g06620 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g12010 - GO0009815 1-aminocyclopropane-1-carboxylate oxidase activity
at_At1g14130 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g15540 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g17010 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g30040 GO0045543 gibberellin 2-beta-dioxygenase activity
at_At1g44090 GO0045544 gibberellin 20-oxidase activity
at_At1g47990 GO0045543 gibberellin 2-beta-dioxygenase activity
at_At1g52790 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g60980 GO0045544 gibberellin 20-oxidase activity
at_At1g62380 - GO0009815 1-aminocyclopropane-1-carboxylate oxidase activity
at_At1g80330 GO0016707 gibberellin 3-beta-dioxygenase activity
at_At1g80340 GO0016707 gibberellin 3-beta-dioxygenase activity
at_At2g25450 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At2g44800 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At3g12900 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At3g46490 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At3g46500 GO0045544 gibberellin 20-oxidase activity
at_At3g60290 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At4g03050 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At4g10490 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At4g10500 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At4g16770 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At4g21200 GO0045544 gibberellin 20-oxidase activity
at_At4g25310 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At5g07200 GO0045544 gibberellin 20-oxidase activity
at_At5g07480 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At5g08640 - GO0045431 flavonol synthase activity
at_At5g20400 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At5g24530 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At5g43450 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At5g54000 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At5g58660 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At5g63580 - GO0045431 flavonol synthase activity
at_At5g63590 - GO0045431 flavonol synthase activity
at_At5g63600 - GO0045431 flavonol synthase activity
Training Accuracy: 31/37 (83.78%)
Training Frequency class 'GO0016706': 35/2915 (1.20%)
Evaluation on validation data (1468 items):
at_At4g25300 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g06640 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g77330 - GO0009815 1-aminocyclopropane-1-carboxylate oxidase activity
at_At1g17020 GO0016682 oxidoreductase activity\, acting on diphenols and related substances as donors\, oxygen as acceptor
GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At4g21690 GO0016707 gibberellin 3-beta-dioxygenase activity
at_At5g20550 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At5g51310 GO0045544 gibberellin 20-oxidase activity
at_At5g59530 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g02400 GO0045543 gibberellin 2-beta-dioxygenase activity
at_At1g15550 GO0016707 gibberellin 3-beta-dioxygenase activity
at_At2g19590 - GO0009815 1-aminocyclopropane-1-carboxylate oxidase activity
at_At3g19010 - GO0045431 flavonol synthase activity
Validation Accuracy: 9/12 (75.00%)
Validation Frequency class 'GO0016706': 11/1468 (0.75%)
Evaluation on propertest data (2516 items):
at_At1g28030 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g03410 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g35190 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g04350 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g04380 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g49390 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g50960 GO0045544 gibberellin 20-oxidase activity
at_At1g05010 - GO0009815 1-aminocyclopropane-1-carboxylate oxidase activity
at_At1g55290 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g06650 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g78440 GO0045543 gibberellin 2-beta-dioxygenase activity
at_At1g78550 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g80320 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At2g30830 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At2g30840 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At2g36690 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At3g61400 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At2g06960 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At2g38240 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At3g11180 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At3g13610 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At3g19000 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At3g46480 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At3g47190 - GO0009815 1-aminocyclopropane-1-carboxylate oxidase activity
at_At3g51240 GO0045486 naringenin 3-dioxygenase activity
at_At3g55970 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At4g03070 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At4g16330 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At5g05600 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g14120 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At5g51810 GO0045544 gibberellin 20-oxidase activity
at_At1g52800 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g52820 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At4g25420 GO0045544 gibberellin 20-oxidase activity
at_At5g43440 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
Propertest Accuracy: 33/35 (94.29%)
Propertest Frequency class 'GO0016706': 39/2516 (1.55%)
New (unknown) data (1468 items):
at_At1g79760 - GO0005554 molecular_function unknown
at_At2g34550 - no entry null
at_At3g49620 - GO0016491 oxidoreductase activity
at_At3g50210 - GO0016491 oxidoreductase activity
at_At4g23340 - no entry null
at_At5g48020 - GO0005554 molecular_function unknown
at_At5g59540 - no entry null
at_At1g52810 - no entry null
at_At3g21420 - no entry null
at_At3g49630 - GO0016491 oxidoreductase activity
at_At4g22880 - GO0045432 leucoanthocyanidin dioxygenase activity
at_At5g44450 - GO0005554 molecular_function unknown
------------------
Rule 562
eval(_1,_2,4.0e-3-0.1),classification(_2,epsilonproteobacteria),db_ref(_2,smart) = 0
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,drosophila),desc(_2,probable) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,firmicutes),desc(_2,factor) = 0
eval(_1,_2,9.0e-25-8.0e-10),classification(_2,streptomycineae),db_ref(_2,hssp) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,complete_proteome),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,eukaryota),keyword(_2,transport) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,campylobacterales),db_ref(_2,prosite) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,mycobacterium),db_ref(_2,hamap) = 0
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),desc(_2,chromosome) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,bacteria) = 1
-> class GO0015291 "porter activity"
Evaluation on training data (2915 items):
at_At1g01790 GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At1g05030 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g06970 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g08150 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g08230 GO0015359 amino acid permease activity
at_At1g08930 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g12500 - GO0008514 organic anion transporter activity
at_At1g12940 - GO0015112 nitrate transporter activity
at_At1g15160 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g15170 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g16390 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g19450 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g20840 GO0005337 nucleoside transporter activity
GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g20860 GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At1g23080 GO0005215 transporter activity
GO0009672 auxin\:hydrogen symporter activity
at_At1g23300 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g24400 GO0015359 amino acid permease activity
at_At1g31120 - GO0015079 potassium ion 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_At1g47530 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g48640 GO0015359 amino acid permease activity
at_At1g50310 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g54110 GO0005554 molecular_function unknown
GO0015491 cation\:cation antiporter activity
at_At1g54370 GO0015385 sodium\:hydrogen antiporter activity
at_At1g58360 GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g61270 GO0015359 amino acid permease activity
at_At1g61800 GO0015152 glucose-6-phosphate transporter activity
GO0015297 antiporter activity
at_At1g61890 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g66570 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At1g71090 GO0009672 auxin\:hydrogen symporter activity
at_At1g71680 GO0015359 amino acid permease activity
at_At1g71890 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At1g77210 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g77380 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g79400 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g79610 GO0015385 sodium\:hydrogen antiporter activity
at_At1g80300 GO0005471 ATP\:ADP antiporter activity
at_At1g80510 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_At2g13620 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At2g17500 GO0009672 auxin\:hydrogen symporter activity
at_At2g22730 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_At2g31910 GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter 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
GO0015297 antiporter activity
at_At2g39130 GO0015359 amino acid permease activity
at_At2g39890 GO0015359 amino acid permease 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_At3g19490 GO0015385 sodium\:hydrogen antiporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At3g19553 GO0015326 cationic amino acid transporter activity
at_At3g25410 GO0005215 transporter activity
GO0008508 bile acid\:sodium symporter activity
at_At3g26590 GO0005215 transporter activity
GO0015297 antiporter activity
at_At3g28960 GO0015359 amino acid permease activity
at_At3g30390 GO0015359 amino acid permease activity
at_At3g47420 GO0005351 sugar porter activity
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_At3g56200 GO0015359 amino acid permease activity
at_At3g62270 GO0015380 anion exchanger activity
at_At4g00350 GO0005215 transporter activity
GO0015297 antiporter activity
at_At4g00370 - GO0008514 organic anion transporter activity
at_At4g02050 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g16480 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g19960 - GO0015079 potassium ion transporter activity
at_At4g21480 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g21910 GO0005215 transporter activity
GO0015297 antiporter 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_At4g35300 GO0005337 nucleoside transporter activity
GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g01490 GO0015368 calcium\:cation antiporter activity
GO0015369 calcium\:hydrogen antiporter activity
GO0015491 cation\:cation antiporter activity
at_At5g01990 GO0009672 auxin\:hydrogen symporter activity
at_At5g02170 GO0015359 amino acid permease activity
at_At5g04160 - GO0008514 organic anion transporter activity
at_At5g06170 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At5g09400 - GO0015079 potassium ion transporter 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_At5g16740 GO0015359 amino acid permease activity
at_At5g17010 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g17850 GO0005432 calcium\:sodium antiporter activity
GO0015491 cation\:cation antiporter activity
at_At5g19500 GO0005279 amino acid-polyamine 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_At5g23270 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g26250 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g27360 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g33320 GO0009670 triose-phosphate transporter activity
GO0015297 antiporter activity
at_At5g37060 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g38030 GO0005215 transporter activity
GO0015297 antiporter activity
at_At5g38820 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At5g40780 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_At5g45380 GO0015204 urea transporter activity
GO0015370 solute\:sodium symporter activity
at_At5g55470 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter 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_At5g65380 GO0005215 transporter activity
GO0015297 antiporter activity
Training Accuracy: 103/112 (91.96%)
Training Frequency class 'GO0015291': 110/2915 (3.77%)
Evaluation on validation data (1468 items):
at_At4g39030 GO0005215 transporter activity
GO0015297 antiporter activity
GO0015559 multidrug efflux pump activity
at_At1g44100 GO0015171 amino acid transporter activity
GO0015174 basic amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g53660 - GO0008514 organic anion transporter activity
at_At1g54730 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g60160 - GO0015079 potassium ion transporter activity
at_At1g66780 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g67300 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g67640 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At1g76430 GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At1g77990 - GO0015116 sulfate transporter activity
at_At1g78560 GO0005215 transporter activity
GO0008508 bile acid\:sodium symporter activity
at_At1g79360 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g79820 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g80310 - GO0015116 sulfate transporter activity
at_At2g25520 - GO0008514 organic anion transporter activity
at_At2g20780 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g21050 GO0005215 transporter activity
GO0015359 amino acid permease 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_At2g28170 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter 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_At2g33260 - GO0005302 L-tyrosine transporter activity
at_At2g34360 GO0005215 transporter activity
GO0015297 antiporter activity
at_At2g35060 - GO0015079 potassium ion 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_At2g40420 GO0005279 amino acid-polyamine transporter activity
at_At2g48020 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g51490 GO0005337 nucleoside transporter activity
GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g54700 GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At1g17120 GO0015326 cationic amino acid transporter activity
at_At4g00630 GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At1g11670 GO0005215 transporter activity
GO0015297 antiporter 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_At3g13320 GO0015368 calcium\:cation antiporter activity
GO0015369 calcium\:hydrogen antiporter activity
at_At3g14410 - GO0008514 organic anion transporter activity
at_At3g17430 - GO0008514 organic anion transporter activity
at_At3g43790 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g45060 - GO0015112 nitrate transporter activity
at_At3g46980 GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At4g04750 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g04760 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g33530 - GO0015079 potassium ion transporter activity
at_At4g36790 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g22710 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At5g01680 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g04770 GO0015171 amino acid transporter activity
GO0015326 cationic amino acid transporter activity
at_At5g05630 GO0005554 molecular_function unknown
GO0015326 cationic amino acid transporter activity
at_At5g05820 - GO0008514 organic anion transporter activity
at_At5g25430 GO0015380 anion exchanger activity
at_At5g27350 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g41800 GO0015359 amino acid permease 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_At5g65980 GO0009672 auxin\:hydrogen symporter activity
at_At5g65990 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g15180 GO0005215 transporter activity
GO0015297 antiporter activity
at_At2g04080 GO0005215 transporter activity
GO0015297 antiporter 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
at_At3g18830 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g19940 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
Validation Accuracy: 51/63 (80.95%)
Validation Frequency class 'GO0015291': 59/1468 (4.02%)
Evaluation on propertest data (2516 items):
at_At1g25530 GO0015359 amino acid permease activity
at_At1g28230 - GO0005345 purine transporter activity
GO0015211 purine nucleoside transporter activity
at_At1g30220 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g33080 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g34580 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g47670 GO0015359 amino acid permease activity
at_At1g48230 - GO0008514 organic anion transporter activity
at_At1g49810 GO0015385 sodium\:hydrogen antiporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At1g55720 GO0015368 calcium\:cation antiporter activity
GO0015491 cation\:cation antiporter activity
at_At1g55730 GO0015368 calcium\:cation antiporter activity
GO0015491 cation\:cation antiporter activity
at_At1g64170 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g71140 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g71870 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g71880 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At1g73700 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g74810 GO0015380 anion exchanger activity
at_At1g75220 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g77690 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At1g07340 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
GO0015145 monosaccharide transporter activity
at_At1g79410 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g06370 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At3g23550 GO0005215 transporter activity
GO0015297 antiporter activity
at_At3g23560 GO0005215 transporter activity
GO0015297 antiporter activity
at_At4g17550 GO0005351 sugar porter activity
at_At5g14570 - GO0015112 nitrate transporter activity
at_At5g14880 - GO0015079 potassium ion transporter activity
at_At5g47560 GO0017153 sodium\:dicarboxylate symporter activity
at_At1g15150 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g15500 GO0005471 ATP\:ADP antiporter activity
at_At1g16370 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g04040 GO0005215 transporter activity
GO0015297 antiporter activity
at_At2g04050 GO0005215 transporter activity
GO0015297 antiporter activity
at_At2g14670 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At2g16800 - GO0015099 nickel ion transporter activity
at_At2g16970 - GO0008493 tetracycline transporter activity
at_At2g16980 - GO0008493 tetracycline transporter activity
at_At2g16990 - GO0008493 tetracycline transporter activity
at_At2g18480 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g18590 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g24220 - GO0005345 purine transporter activity
at_At2g25680 - GO0015116 sulfate transporter activity
at_At1g10010 GO0015359 amino acid permease activity
at_At2g38170 GO0015368 calcium\:cation antiporter activity
GO0015369 calcium\:hydrogen antiporter activity
at_At2g38290 GO0008519 ammonium transporter activity
GO0015398 high affinity ammonium transporter activity
at_At1g11260 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g01550 GO0009670 triose-phosphate transporter activity
GO0015297 antiporter activity
at_At3g01760 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At3g02050 - GO0015079 potassium ion transporter activity
at_At3g03620 GO0005215 transporter activity
GO0015297 antiporter activity
at_At3g03720 GO0015326 cationic amino acid transporter activity
at_At3g05030 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At3g05960 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g13050 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g13620 GO0015326 cationic amino acid transporter activity
at_At3g19930 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
GO0015145 monosaccharide transporter activity
at_At3g20660 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g21690 GO0005215 transporter activity
GO0015297 antiporter activity
at_At3g44900 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At3g44910 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At3g44920 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At3g44930 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At3g54830 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At3g55740 GO0015359 amino acid permease activity
at_At3g59030 GO0005215 transporter activity
GO0005386 carrier activity
GO0015297 antiporter activity
at_At4g04850 GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At4g10310 - GO0015081 sodium ion transporter activity
at_At4g12030 GO0005215 transporter activity
GO0008508 bile acid\:sodium symporter activity
at_At4g13420 - GO0015079 potassium ion transporter activity
at_At4g21120 GO0015326 cationic amino acid transporter activity
at_At4g22790 GO0005215 transporter activity
GO0015297 antiporter activity
at_At4g22840 GO0005215 transporter activity
GO0008508 bile acid\:sodium symporter activity
at_At4g23640 - GO0015079 potassium ion transporter activity
at_At1g12950 GO0005215 transporter activity
GO0015297 antiporter activity
at_At4g35180 GO0015359 amino acid permease activity
at_At4g36670 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g38250 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At5g01690 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g09220 GO0015359 amino acid permease activity
at_At5g10180 - GO0015116 sulfate transporter activity
at_At5g10190 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g10420 GO0015297 antiporter activity
at_At5g13740 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g17700 GO0005215 transporter activity
GO0015297 antiporter activity
at_At5g26340 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g27150 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At5g36940 GO0015326 cationic amino acid transporter activity
at_At5g43610 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At5g44370 GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At5g49130 GO0005215 transporter activity
GO0015297 antiporter activity
at_At5g49630 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At5g54800 GO0015152 glucose-6-phosphate transporter activity
GO0015297 antiporter activity
at_At5g60770 - GO0015112 nitrate transporter activity
at_At5g60780 - GO0015112 nitrate transporter activity
at_At5g61520 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g14660 GO0015385 sodium\:hydrogen antiporter activity
at_At1g66760 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g70300 - GO0015079 potassium ion transporter activity
at_At1g70330 GO0005337 nucleoside transporter activity
GO0010174 nucleoside transporter activity\, against a concentration gradient
at_At1g78130 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g08920 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g36590 GO0015359 amino acid permease 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_At1g12110 - GO0005215 transporter activity
GO0015112 nitrate transporter activity
at_At5g23810 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At5g43370 GO0003999 adenine phosphoribosyltransferase activity
GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At1g15460 GO0015380 anion exchanger activity
Propertest Accuracy: 90/109 (82.57%)
Propertest Frequency class 'GO0015291': 106/2516 (4.21%)
New (unknown) data (1468 items):
at_At1g08900 - GO0015144 carbohydrate transporter activity
at_At1g09380 - GO0005554 molecular_function unknown
at_At1g11450 - GO0005554 molecular_function unknown
at_At1g14360 - no entry null
at_At1g18000 - GO0005554 molecular_function unknown
at_At1g18880 - GO0005215 transporter activity
at_At1g18940 - GO0005554 molecular_function unknown
at_At1g21890 - GO0005554 molecular_function unknown
at_At1g27040 - GO0005215 transporter activity
at_At1g27080 - GO0005215 transporter activity
at_At1g30560 - no entry null
at_At1g32080 - GO0005554 molecular_function unknown
at_At1g33440 - GO0005215 transporter activity
at_At1g34020 - GO0005554 molecular_function unknown
at_At1g49370 - no entry null
at_At1g60050 - GO0005554 molecular_function unknown
at_At1g61630 - GO0005337 nucleoside transporter activity
at_At1g62200 - GO0005215 transporter activity
at_At1g64820 - no entry null
at_At1g68570 - GO0005215 transporter activity
at_At1g69860 - GO0005215 transporter activity
at_At1g69870 - GO0005215 transporter activity
at_At1g72120 - GO0005215 transporter activity
at_At1g73220 - GO0015144 carbohydrate transporter activity
at_At1g75500 - GO0005554 molecular_function unknown
at_At1g80530 - GO0005554 molecular_function unknown
at_At2g02020 - GO0005215 transporter activity
at_At2g04070 - GO0005215 transporter activity
at_At2g04090 - no entry null
at_At2g04100 - no entry null
at_At2g13120 - no entry null
at_At2g26690 - GO0005215 transporter activity
at_At2g30300 - GO0005554 molecular_function unknown
at_At2g37450 - GO0005554 molecular_function unknown
at_At2g38460 - GO0005215 transporter activity
at_At2g38510 - no entry null
at_At3g09470 - GO0005554 molecular_function unknown
at_At3g18200 - GO0005554 molecular_function unknown
at_At3g25260 - GO0005215 transporter activity
at_At3g25290 - GO0005554 molecular_function unknown
at_At3g28070 - GO0005554 molecular_function unknown
at_At3g43660 - GO0005554 molecular_function unknown
at_At3g45650 - GO0005215 transporter activity
at_At3g45680 - GO0005215 transporter activity
at_At3g45700 - GO0005215 transporter activity
at_At3g45870 - GO0005554 molecular_function unknown
at_At3g49310 - GO0005554 molecular_function unknown
at_At3g54450 - no entry null
at_At3g59320 - GO0005554 molecular_function unknown
at_At3g60070 - GO0005554 molecular_function unknown
at_At4g01450 - GO0005554 molecular_function unknown
at_At4g11810 - GO0005554 molecular_function unknown
at_At4g22850 - GO0005554 molecular_function unknown
at_At4g22990 - GO0005554 molecular_function unknown
at_At4g25220 - no entry null
at_At4g28040 - GO0005554 molecular_function unknown
at_At4g31600 - GO0005554 molecular_function unknown
at_At4g32140 - GO0005554 molecular_function unknown
at_At4g34950 - GO0005554 molecular_function unknown
at_At4g38050 - GO0015646 permease activity
at_At5g01240 - GO0005215 transporter activity
at_At5g03570 - GO0005554 molecular_function unknown
at_At5g07050 - GO0005554 molecular_function unknown
at_At5g13400 - GO0005215 transporter activity
at_At5g13670 - GO0005554 molecular_function unknown
at_At5g13750 - GO0005554 molecular_function unknown
at_At5g14120 - GO0005554 molecular_function unknown
at_At5g19640 - GO0005215 transporter activity
at_At5g20380 - GO0005554 molecular_function unknown
at_At5g24380 - GO0015198 oligopeptide transporter activity
at_At5g25040 - GO0005215 transporter activity
at_At5g25050 - GO0005215 transporter activity
at_At5g25420 - GO0015646 permease activity
at_At5g46050 - GO0005215 transporter activity
at_At5g49960 - GO0005554 molecular_function unknown
at_At5g54860 - GO0005215 transporter activity
at_At5g55930 - GO0015198 oligopeptide transporter activity
at_At5g62680 - GO0005215 transporter activity
at_At5g62890 - GO0015646 permease activity
at_At5g64410 - GO0015198 oligopeptide transporter activity
at_At5g64500 - GO0005554 molecular_function unknown
at_At5g64700 - GO0005554 molecular_function unknown
at_At4g25640 - no entry null
at_At1g31470 - GO0005554 molecular_function unknown
at_At1g34570 - GO0005554 molecular_function unknown
at_At1g43650 - GO0005554 molecular_function unknown
at_At1g48370 - GO0015198 oligopeptide transporter activity
at_At1g58340 - no entry null
at_At1g59740 - GO0005215 transporter activity
at_At1g60030 - GO0015646 permease activity
at_At1g64650 - GO0005554 molecular_function unknown
at_At1g65550 - GO0015646 permease activity
at_At1g06470 - GO0005554 molecular_function unknown
at_At1g74780 - GO0005554 molecular_function unknown
at_At1g79710 - GO0005215 transporter activity
at_At2g26510 - GO0015646 permease activity
at_At2g05760 - GO0015646 permease activity
at_At1g09930 - GO0015198 oligopeptide transporter activity
at_At2g28120 - GO0005554 molecular_function unknown
at_At2g40900 - GO0005554 molecular_function unknown
at_At3g53960 - GO0005215 transporter activity
at_At3g54140 - GO0005215 transporter activity
at_At3g56160 - GO0005554 molecular_function unknown
at_At1g18010 - GO0005554 molecular_function unknown
at_At1g11460 - GO0005554 molecular_function unknown
at_At3g21670 - GO0005215 transporter activity
at_At3g45710 - GO0005215 transporter activity
at_At3g47960 - GO0005215 transporter activity
at_At4g05110 - GO0005337 nucleoside transporter activity
at_At4g05120 - GO0005337 nucleoside transporter activity
at_At4g16370 - GO0015198 oligopeptide transporter activity
at_At4g26590 - GO0015198 oligopeptide transporter activity
at_At4g30420 - GO0005554 molecular_function unknown
at_At4g38380 - GO0005554 molecular_function unknown
at_At1g22550 - GO0005215 transporter activity
at_At1g22570 - GO0005215 transporter activity
at_At5g02940 - GO0005554 molecular_function unknown
at_At5g11570 - GO0005215 transporter activity
at_At5g49990 - GO0015646 permease activity
at_At5g50520 - GO0005554 molecular_function unknown
at_At1g01070 - GO0005554 molecular_function unknown
at_At1g49960 - GO0015646 permease activity
at_At1g72140 - GO0005215 transporter activity
at_At1g22540 - GO0005215 transporter activity
at_At1g32450 - GO0005215 transporter activity
at_At1g33110 - no entry null
at_At1g44800 - GO0005554 molecular_function unknown
at_At1g51340 - GO0005554 molecular_function unknown
at_At1g52190 - GO0005215 transporter activity
at_At1g63010 - GO0005554 molecular_function unknown
at_At1g64890 - GO0005215 transporter activity
at_At1g68170 - GO0005554 molecular_function unknown
at_At1g69850 - GO0005215 transporter activity
at_At1g72130 - GO0005215 transporter activity
at_At2g37900 - GO0005215 transporter activity
at_At2g39210 - GO0005554 molecular_function unknown
at_At2g40460 - GO0005215 transporter activity
at_At3g16180 - GO0005215 transporter activity
at_At2g02040 - GO0005215 transporter activity
GO0015197 peptide transporter activity
at_At2g02810 - no entry null
at_At2g04620 - GO0008324 cation transporter activity
GO0015562 efflux permease activity
at_At2g16660 - GO0005554 molecular_function unknown
at_At2g21340 - GO0005554 molecular_function unknown
at_At2g32040 - GO0005215 transporter activity
at_At2g33280 - GO0005215 transporter activity
at_At2g34190 - GO0015646 permease activity
at_At2g37460 - GO0005554 molecular_function unknown
at_At1g10540 - GO0015646 permease activity
at_At3g01350 - GO0005215 transporter activity
at_At3g01630 - GO0005554 molecular_function unknown
at_At3g01930 - GO0005554 molecular_function unknown
at_At3g07080 - GO0005554 molecular_function unknown
at_At3g09990 - GO0005337 nucleoside transporter activity
at_At3g10960 - GO0015646 permease activity
at_At3g20460 - GO0015144 carbohydrate transporter activity
at_At3g25280 - GO0005215 transporter activity
at_At3g27020 - GO0015198 oligopeptide transporter activity
at_At3g28050 - GO0005554 molecular_function unknown
at_At3g45660 - GO0005215 transporter activity
at_At3g45690 - GO0005215 transporter activity
at_At3g45720 - GO0005215 transporter activity
at_At4g01430 - GO0005554 molecular_function unknown
at_At4g01440 - GO0005554 molecular_function unknown
at_At4g05130 - GO0005337 nucleoside transporter activity
at_At4g05140 - GO0005337 nucleoside transporter activity
at_At4g08290 - GO0005554 molecular_function unknown
at_At4g08300 - GO0005554 molecular_function unknown
at_At4g19450 - GO0005554 molecular_function unknown
at_At4g21680 - GO0005215 transporter activity
at_At4g21900 - no entry null
at_At4g23030 - no entry null
at_At4g27720 - GO0005554 molecular_function unknown
at_At4g27970 - GO0005215 transporter activity
at_At4g29140 - no entry null
at_At5g01180 - GO0005215 transporter activity
at_At5g03555 - no entry null
at_At5g05310 - GO0005554 molecular_function unknown
at_At5g10820 - GO0005215 transporter activity
at_At5g12130 - GO0005554 molecular_function unknown
at_At5g19700 - no entry null
at_At5g26820 - GO0005554 molecular_function unknown
at_At5g28470 - GO0005215 transporter activity
at_At5g40230 - GO0005554 molecular_function unknown
at_At5g41000 - GO0015198 oligopeptide transporter activity
at_At5g42210 - GO0005554 molecular_function unknown
at_At5g44050 - no entry null
at_At5g45370 - GO0005554 molecular_function unknown
at_At5g46040 - GO0005215 transporter activity
at_At5g50300 - no entry null
at_At5g50630 - GO0005554 molecular_function unknown
at_At5g52050 - GO0005554 molecular_function unknown
at_At5g52450 - no entry null
at_At5g62730 - GO0005215 transporter activity
at_At2g39510 - GO0005554 molecular_function unknown
at_At3g02690 - GO0005554 molecular_function unknown
at_At5g24000 - GO0005554 molecular_function unknown
------------------
Rule 636
eval(_1,_2,4.0e-3-0.1),keyword(_2,inner_membrane) = 0
eval(_1,_2,4.0e-3-0.1),keyword(_2,transmembrane),db_ref(_2,hssp) = 1
eval(_1,_2,4.0e-3-0.1),classification(_2,ehrhartoideae),db_ref(_2,smart) = 0
eval(_1,_2,4.0e-3-0.1),classification(_2,bovidae),keyword(_2,membrane) = 0
eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,54204.0-74022.0),classification(_2,echinacea) = 0
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,485.0-667.0),desc(_2,chain) = 1
eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,485.0-667.0),classification(_2,pichia) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,danio) = 1
-> class GO0030554 "adenyl nucleotide binding"
Evaluation on training data (2915 items):
at_At1g06840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g07650 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g09970 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g12460 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g14390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g17750 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g27190 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g28440 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g34110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g48480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g50610 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g51830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g53420 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g60630 GO0005524 ATP binding
GO0016301 kinase activity
at_At1g63430 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g67510 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g68400 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g72460 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g74360 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g75640 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g78980 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g01210 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g02220 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g23300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g24130 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g25790 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g26730 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g27060 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g28970 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g31880 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g41820 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g13065 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g28450 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g42880 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g47090 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g47570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g50230 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g51740 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g56100 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005515 protein binding
GO0005524 ATP binding
at_At4g03390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g20140 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g28650 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g29990 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At4g31250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g36180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g37250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g01950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g16590 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g20690 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g35390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g41180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g43020 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g44700 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g45780 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g45840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g48940 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g56040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g59660 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g63410 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g67200 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
Training Accuracy: 60/60 (100.00%)
Training Frequency class 'GO0030554': 154/2915 (5.28%)
Evaluation on validation data (1468 items):
at_At4g39270 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g14210 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g31420 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g64210 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g69990 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g15300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g16250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g36570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g24660 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g47110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g18640 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g23740 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g34220 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g35570 - GO0003677 DNA binding
GO0003682 chromatin binding
GO0003700 transcription factor activity
GO0030527 structural constituent of chromatin
at_At5g05160 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g06820 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g20480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g35930 GO0016208 AMP binding
at_At5g53890 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g65710 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g48750 - GO0004693 cyclin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g72180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g42290 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
Validation Accuracy: 21/23 (91.30%)
Validation Frequency class 'GO0030554': 67/1468 (4.56%)
Evaluation on propertest data (2516 items):
at_At1g25320 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g29730 - GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g29750 GO0004674 protein serine/threonine kinase activity
GO0004702 receptor signaling protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g35710 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g62950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g66830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g71830 - GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g72300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g73080 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g01950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g02780 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g07040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g33170 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At2g48010 - GO0004702 receptor signaling protein serine/threonine kinase activity
GO0016301 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_At3g14350 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g17840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g20190 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g25840 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At3g28040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
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_At3g49670 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g53590 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g56370 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_At4g19600 - GO0004693 cyclin-dependent protein kinase activity
at_At4g22730 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g28490 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g01890 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g10020 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g45800 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g46330 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g48400 - GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At5g49770 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g51560 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g53320 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_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_At5g66960 - GO0008236 serine-type peptidase activity
at_At1g65580 - GO0004437 inositol/phosphatidylinositol phosphatase activity
at_At3g02880 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g24100 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g49780 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g63930 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
Propertest Accuracy: 39/46 (84.78%)
Propertest Frequency class 'GO0030554': 132/2516 (5.25%)
New (unknown) data (1468 items):
at_At1g05700 - GO0016301 kinase activity
at_At1g17230 - no entry null
at_At1g22870 - GO0016301 kinase activity
at_At1g26150 - no entry null
at_At1g29720 - GO0016301 kinase activity
at_At1g29740 - GO0016301 kinase activity
at_At1g34420 - no entry null
at_At1g51790 - GO0016301 kinase activity
at_At1g53440 - GO0016301 kinase activity
at_At1g56120 - GO0016301 kinase activity
at_At1g56130 - no entry null
at_At1g56140 - no entry null
at_At1g61370 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61420 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g65250 - GO0016301 kinase activity
at_At1g68690 - GO0016301 kinase activity
at_At1g69220 - GO0016301 kinase activity
at_At1g70460 - no entry null
at_At2g01820 - no entry null
at_At2g19210 - GO0016301 kinase activity
at_At2g19540 - GO0000166 nucleotide binding
at_At2g26830 - no entry null
at_At2g31800 - GO0016301 kinase activity
at_At2g33340 - GO0000166 nucleotide binding
at_At2g35620 - GO0016301 kinase activity
at_At3g08680 - GO0016301 kinase activity
at_At3g13530 - GO0016301 kinase activity
at_At3g24400 - no entry null
at_At3g45390 - GO0016301 kinase activity
at_At3g46400 - GO0016301 kinase activity
at_At3g46420 - GO0016301 kinase activity
at_At3g53030 - GO0016301 kinase activity
at_At3g56050 - GO0016301 kinase activity
at_At3g57120 - GO0016301 kinase activity
at_At3g59730 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g00700 - GO0005554 molecular_function unknown
at_At4g08850 - GO0016301 kinase activity
at_At4g34280 - GO0000166 nucleotide binding
at_At4g34440 - GO0016301 kinase activity
at_At5g07150 - no entry null
at_At5g10290 - GO0016301 kinase activity
at_At5g22840 - GO0016301 kinase activity
at_At5g24080 - GO0016301 kinase activity
at_At5g24810 - GO0005554 molecular_function unknown
at_At5g48740 - GO0016301 kinase activity
at_At5g51770 - GO0016301 kinase activity
at_At5g53450 - GO0016301 kinase activity
at_At5g55540 - GO0005554 molecular_function unknown
at_At5g59670 - GO0016301 kinase activity
at_At5g59680 - GO0016301 kinase activity
at_At5g62230 - GO0016301 kinase activity
at_At5g64940 - GO0005215 transporter activity
at_At1g68830 - GO0016301 kinase activity
at_At1g80640 - GO0016301 kinase activity
at_At2g14440 - GO0016301 kinase activity
at_At2g14510 - GO0016301 kinase activity
at_At2g18470 - no entry null
at_At2g19230 - GO0016301 kinase activity
at_At2g23950 - GO0016301 kinase activity
at_At1g09450 - GO0005554 molecular_function unknown
at_At2g34030 - GO0005509 calcium ion binding
at_At1g10860 - no entry null
at_At4g21230 - GO0016301 kinase activity
at_At4g32710 - GO0016301 kinase activity
at_At4g35230 - GO0016301 kinase activity
at_At4g35500 - GO0016301 kinase activity
at_At1g23540 - GO0016301 kinase activity
at_At5g16000 - GO0016301 kinase activity
at_At1g24650 - no entry null
at_At5g36210 - GO0005554 molecular_function unknown
at_At5g38560 - GO0016301 kinase activity
at_At5g49660 - GO0016301 kinase activity
at_At3g09780 - GO0016301 kinase activity
at_At3g18860 - GO0000166 nucleotide binding
at_At1g28390 - GO0016301 kinase activity
at_At1g34210 - GO0016301 kinase activity
at_At1g51800 - GO0016301 kinase activity
at_At1g51820 - GO0016301 kinase activity
at_At1g51850 - GO0016301 kinase activity
at_At1g51880 - GO0016301 kinase activity
at_At1g51910 - GO0016301 kinase activity
at_At1g53430 - GO0016301 kinase activity
at_At1g07150 - GO0016301 kinase activity
at_At2g04300 - GO0016301 kinase activity
at_At2g20850 - GO0016301 kinase activity
at_At2g39180 - GO0016301 kinase activity
at_At4g26540 - GO0016301 kinase activity
at_At2g34020 - GO0005509 calcium ion binding
at_At2g37050 - GO0016301 kinase activity
at_At3g01840 - GO0016301 kinase activity
at_At3g21340 - GO0016301 kinase activity
at_At3g46330 - GO0016301 kinase activity
at_At4g20790 - GO0005515 protein binding
at_At4g23150 - GO0016301 kinase activity
at_At4g24810 - GO0005554 molecular_function unknown
at_At4g32000 - GO0016301 kinase activity
at_At1g13350 - no entry null
at_At5g06940 - GO0016301 kinase activity
at_At5g48380 - no entry null
at_At5g58760 - GO0000166 nucleotide binding
at_At5g59650 - GO0016301 kinase activity
at_At5g62710 - no entry null
at_At5g65240 - GO0016301 kinase activity
at_At1g04210 - no entry null
at_At1g49100 - GO0016301 kinase activity
at_At1g60800 - GO0016301 kinase activity
at_At1g62090 - GO0016301 kinase activity
at_At1g80870 - GO0016301 kinase activity
at_At1g07550 - GO0016301 kinase activity
at_At2g19520 - GO0046872 metal ion binding
at_At5g07180 - GO0016301 kinase activity
------------------
Rule 383
eval(_1,_2,4.0e-3-0.1),desc(_2,chain) = 1
eval(_1,_2,2.0e-5-4.0e-3),classification(_2,dipodascaceae) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,squalea) = 0
eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,oxidoreductase) = 0
eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,atp_binding) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,alphaproteobacteria),desc(_2,probable) = 0
-> class GO0030554 "adenyl nucleotide binding"
Evaluation on training data (2915 items):
at_At1g28350 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At1g66530 GO0004814 arginine-tRNA ligase activity
GO0005524 ATP binding
at_At3g13490 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g44740 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g04350 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g10320 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g12790 GO0005524 ATP binding
at_At4g31180 GO0004815 aspartate-tRNA ligase activity
GO0005524 ATP binding
at_At4g33760 GO0004812 tRNA ligase activity
GO0005524 ATP binding
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'GO0030554': 154/2915 (5.28%)
Evaluation on validation data (1468 items):
at_At1g70980 - GO0004816 asparagine-tRNA ligase activity
at_At3g07420 - GO0004816 asparagine-tRNA ligase activity
at_At3g56300 GO0004817 cysteine-tRNA ligase activity
GO0005524 ATP binding
at_At3g59410 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At3g11710 GO0004824 lysine-tRNA ligase activity
GO0005524 ATP binding
at_At3g18524 GO0003684 damaged DNA binding
GO0005524 ATP binding
at_At4g13780 - GO0004825 methionine-tRNA ligase activity
at_At5g24020 - GO0016887 ATPase activity
at_At5g38830 GO0004817 cysteine-tRNA ligase activity
GO0005524 ATP binding
at_At5g67430 - GO0008080 N-acetyltransferase activity
at_At1g29880 - GO0004820 glycine-tRNA ligase activity
at_At1g14610 GO0004812 tRNA ligase activity
GO0005524 ATP binding
Validation Accuracy: 6/12 (50.00%)
Validation Frequency class 'GO0030554': 67/1468 (4.56%)
Evaluation on propertest data (2516 items):
at_At4g26300 GO0004814 arginine-tRNA ligase activity
GO0005524 ATP binding
at_At5g15450 GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g25140 GO0005524 ATP binding
GO0016887 ATPase activity
at_At1g11870 - GO0004828 serine-tRNA ligase activity
at_At3g62120 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At5g56680 - GO0004816 asparagine-tRNA ligase activity
Propertest Accuracy: 4/6 (66.67%)
Propertest Frequency class 'GO0030554': 132/2516 (5.25%)
New (unknown) data (1468 items):
at_At1g12770 - GO0005554 molecular_function unknown
at_At1g50200 - no entry null
at_At1g72920 - no entry null
at_At3g47700 - GO0005554 molecular_function unknown
at_At4g02260 - GO0005554 molecular_function unknown
at_At4g19540 - GO0005554 molecular_function unknown
at_At4g29920 - GO0005554 molecular_function unknown
at_At5g03410 - GO0005515 protein binding
at_At5g22800 - no entry null
at_At1g07200 - no entry null
at_At3g46100 - no entry null
at_At1g72550 - no entry null
at_At1g36170 - no entry null
at_At2g17030 - GO0005554 molecular_function unknown
at_At2g29970 - GO0005554 molecular_function unknown
at_At5g50960 - GO0000166 nucleotide binding
------------------
Rule 577
eval(_1,_2,2.0e-5-4.0e-3),mol_wt(_2,54204.0-74022.0),classification(_2,carnivora) = 0
eval(_1,_2,8.0e-10-2.0e-5),classification(_2,cricetinae),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,tigrfams) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,campylobacterales),db_ref(_2,prosite) = 1
eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),species(_2,mycobacterium_tuberculosis) = 1
eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,spermatophyta) = 0
eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),keyword(_2,inner_membrane) = 0
-> class GO0030554 "adenyl nucleotide binding"
Evaluation on training data (2915 items):
at_At1g43910 GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g16440 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At2g46620 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28540 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28570 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28580 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g50930 GO0005524 ATP binding
GO0016887 ATPase activity
at_At4g02060 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At4g30250 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g08470 - GO0016887 ATPase activity
at_At5g17730 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g17740 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g26860 GO0004176 ATP-dependent peptidase activity
GO0005524 ATP binding
GO0008236 serine-type peptidase activity
at_At5g51070 GO0005524 ATP binding
GO0016887 ATPase activity
Training Accuracy: 13/14 (92.86%)
Training Frequency class 'GO0030554': 154/2915 (5.28%)
Evaluation on validation data (1468 items):
at_At1g50140 - GO0016887 ATPase activity
at_At1g53780 - GO0016887 ATPase activity
at_At1g64110 - GO0016887 ATPase activity
at_At1g73110 - GO0016887 ATPase activity
at_At2g25530 - GO0016887 ATPase activity
at_At2g18190 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g53230 GO0005524 ATP binding
at_At3g28510 - GO0016887 ATPase activity
at_At3g29800 GO0005524 ATP binding
GO0016887 ATPase activity
at_At4g18480 - GO0016851 magnesium chelatase activity
at_At4g30490 - GO0016887 ATPase activity
at_At1g24290 GO0005524 ATP binding
at_At5g67520 GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
at_At2g19490 - GO0003677 DNA binding
GO0008094 DNA-dependent ATPase activity
Validation Accuracy: 5/14 (35.71%)
Validation Frequency class 'GO0030554': 67/1468 (4.56%)
Evaluation on propertest data (2516 items):
at_At1g02890 - GO0016887 ATPase activity
at_At1g62130 - GO0016887 ATPase activity
at_At2g07690 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At2g34560 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g01610 - GO0016887 ATPase activity
at_At3g04340 - GO0016887 ATPase activity
at_At3g09660 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At3g09840 - GO0016887 ATPase activity
at_At3g28520 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g03340 - GO0016887 ATPase activity
at_At5g17750 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g46280 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At5g50920 GO0004176 ATP-dependent peptidase activity
GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g53540 - GO0016887 ATPase activity
at_At5g57480 - GO0016887 ATPase activity
at_At1g35530 - GO0008026 ATP-dependent helicase activity
at_At3g03060 - GO0016887 ATPase activity
at_At5g43010 - GO0016887 ATPase activity
Propertest Accuracy: 7/18 (38.89%)
Propertest Frequency class 'GO0030554': 132/2516 (5.25%)
New (unknown) data (1468 items):
at_At1g60930 - GO0003678 DNA helicase activity
at_At1g77620 - GO0005554 molecular_function unknown
at_At2g02480 - no entry null
at_At2g27600 - no entry null
at_At2g29680 - GO0005554 molecular_function unknown
at_At2g39730 - GO0030234 enzyme regulator activity
at_At4g02470 - no entry null
at_At4g24790 - GO0005554 molecular_function unknown
at_At4g29910 - GO0005554 molecular_function unknown
at_At5g17760 - no entry null
at_At5g22330 - GO0005554 molecular_function unknown
at_At5g45720 - GO0005554 molecular_function unknown
at_At5g66130 - GO0005554 molecular_function unknown
at_At4g24850 - no entry null
at_At3g31440 - no entry null
at_At1g67120 - GO0005554 molecular_function unknown
at_At1g05910 - no entry null
at_At3g49830 - GO0005554 molecular_function unknown
------------------
Rule 378
eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints) = 1
eval(_1,_2,0.0-9.0e-25),classification(_2,squalea) = 0
eval(_1,_2,4.0e-3-0.1),species(_2,bo