Rule 270
f.19.1 <= 1.6e-34
-> class mips_67_99 "other transport facilitators"
Evaluation on training data (4488 items):
at_At2g16850 mips_25_05_13 "putative aquaporin (plasma membrane intrinsic protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At2g25810 mips_13_01 "putative aquaporin (tonoplast intrinsic protein)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g54820 mips_33_03_13 "aquaporin/MIP - like protein"
mips_35_03_17
mips_67_99
at_At4g01470 mips_13 "putative water channel protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At4g17340 mips_08 "membrane channel like protein"
mips_13_01
mips_20
mips_20_25
mips_20_25_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
at_At4g23400 mips_20 "water channel - like protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_99
at_At5g18290 mips_13_01 "putative protein"
mips_20_25
mips_20_25_99
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'mips_67_99': 22/4488 (0.49%)
Evaluation on validation data (2239 items):
at_At1g73190 mips_13_01 "tonoplast intrinsic protein, alpha (alpha-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_20_25_99
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g34390 mips_20 "putative aquaporin (plasma membrane intrinsic protein)"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_01
mips_67_99
mips_98
at_At2g45960 mips_25_05_13 "aquaporin (plasma membrane intrinsic protein 1B)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At3g16240 mips_13_01 "delta tonoplast integral protein (delta-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g26520 mips_13_01 "salt-stress induced tonoplast intrinsic protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g47440 mips_13_01 "aquaporin-like protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g53420 mips_20 "plasma membrane intrinsic protein 2a"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_99
mips_98
mips_99
at_At3g61430 mips_25_05_13 "plasma membrane intrinsic protein 1a"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At4g00430 mips_25_05_13 "transmembrane protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At4g10380 mips_33_03_13 "major intrinsic protein (MIP) - like"
mips_35_03_17
mips_67_99
at_At4g18910 mips_25_05 "major intrinsic protein (MIP)- like"
mips_67
mips_67_01
mips_67_99
at_At5g37820 mips_25_05_13 "Membrane integral protein (MIP) -like"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At5g60660 mips_25_05_13 "mipC protein - like (aquaporin)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
Validation Accuracy: 13/13 (100.00%)
Validation Frequency class 'mips_67_99': 19/2239 (0.85%)
Evaluation on propertest data (3463 items):
at_At1g01620 mips_25_05_13 "putative protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At1g17810 mips_13_01_01 "putative protein"
mips_13_01_01_99
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At1g80760 mips_25_05_13 "nodulin-like protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_99
at_At2g36830 mips_13_01 "putative aquaporin (tonoplast intrinsic protein gamma)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g39010 mips_25_05_13 "putative aquaporin (water channel protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_99
at_At3g56950 mips_08 "unknown protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_20
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_01
mips_67_99
at_At4g19030 mips_67_99 "nodulin-26 like protein"
at_At5g37810 mips_25_05 "Membrane integral protein (MIP) -like"
mips_33_03_13
mips_35_03_17
mips_67
mips_67_01
mips_67_99
at_At5g47450 mips_13_01 "membrane channel protein-like; aquaporin (tonoplast intrinsic protein)-like"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'mips_67_99': 22/3463 (0.64%)
New (unknown) data (2239 items):
at_At4g35100 - no entry null
------------------
Rule 1482
a.118.7 <= 5.4e-11
-> class mips_63_02 "peptide binding"
Evaluation on training data (4488 items):
at_At1g22300 mips_10_05_02 "unknown protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g10450 mips_20_25_01 "14-3-3 regulatory protein"
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
Training Accuracy: 2/2 (100.00%)
Training Frequency class 'mips_63_02': 9/4488 (0.20%)
Evaluation on validation data (2239 items):
at_At1g35160 mips_13_01_01_01 "32kDa endonuclease, putative"
mips_13_11
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At4g09000 mips_10_05_01 "14-3-3-like protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g10450 mips_10_05_01 "14-3-3-like protein AFT1"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_63_02': 7/2239 (0.31%)
Evaluation on propertest data (3463 items):
at_At1g22290 mips_10_05_02 "hypothetical protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g26480 mips_13_01_01 "14-3-3 protein epsilon, putative"
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g34760 mips_10_05_02 "putative protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78220 mips_10_05_01 "putative 14-3-3 protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78300 mips_13_11_03 "putative tyrosine activation protein"
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g42590 mips_10_05_01 "14-3-3 regulatory protein (GF14 mu)"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At5g16050 mips_20 "14-3-3-LIKE PROTEIN GF14 UPSILON"
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g38480 mips_13_01 "14-3-3 protein homolog RCI1 (pir||S47969)"
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At5g65430 mips_10_05_01 "GF14 Kappa isoform"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'mips_63_02': 15/3463 (0.43%)
New (unknown) data (2239 items):
------------------
Rule 140
a.118.9 <= 2.5e-33
-> class mips_30_08 "Golgi"
Evaluation on training data (4488 items):
at_At1g08670 mips_06_04 "putative protein"
mips_08
mips_08_07
mips_08_07_22
mips_08_07_22_01
mips_13_03
mips_13_03_01
mips_13_03_99
mips_14_01
mips_14_01_05
mips_14_01_05_01
mips_30_08
mips_33
mips_33_03
mips_33_03_11
mips_40_08
mips_40_09
mips_45
mips_45_03
mips_45_03_09
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At1g76970 mips_08_07 ""
mips_08_07_07
mips_08_13
mips_30_08
mips_30_22
mips_30_25
mips_40_08
at_At3g46540 mips_08_07 "unknown protein"
mips_08_07_22
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_13_03_99
mips_14_01_05
mips_14_01_05_01
mips_30_08
mips_33
mips_33_03
mips_33_03_11
mips_40_08
mips_40_09
mips_45
mips_45_03
mips_45_03_09
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At4g32760 mips_08_07 "putative protein"
mips_08_07_07
mips_08_13
mips_30_08
mips_30_22
mips_40_08
mips_40_09
at_At5g11710 mips_08_07 "clathrin binding protein - like"
mips_08_07_22
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_13_03_99
mips_14_01_05
mips_14_01_05_01
mips_30_08
mips_33
mips_33_03
mips_33_03_11
mips_40_09
mips_45
mips_45_03
mips_45_03_09
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At5g63640 mips_06 "putative protein"
mips_06_04
mips_08
mips_08_07
mips_08_07_07
mips_30
mips_30_08
mips_30_25
mips_40_08
mips_63
mips_63_01
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'mips_30_08': 24/4488 (0.53%)
Evaluation on validation data (2239 items):
at_At1g21380 - mips_06_04 "unknown protein"
mips_08
mips_08_13
mips_30_22
mips_40_08
mips_40_09
mips_40_22
mips_40_25
at_At2g38410 mips_08_07 "unknown protein"
mips_08_07_07
mips_30_08
mips_30_22
mips_40_08
at_At3g08790 mips_06_04 "hypothetical protein"
mips_08
mips_08_07
mips_08_07_07
mips_30
mips_30_08
mips_30_22
mips_30_25
mips_40_08
mips_63_01
at_At5g16880 mips_08_07 "TOM (target of myb1) -like protein"
mips_08_07_07
mips_08_13
mips_30_08
mips_30_22
mips_40_08
mips_40_09
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'mips_30_08': 11/2239 (0.49%)
Evaluation on propertest data (3463 items):
at_At1g06210 mips_08_07_07 "unknown protein"
mips_30_08
mips_30_25
mips_40_22
mips_40_25
at_At5g01760 mips_08_07 "putative protein"
mips_08_07_07
mips_08_13
mips_30_08
mips_30_22
mips_40_08
mips_40_09
Propertest Accuracy: 2/2 (100.00%)
Propertest Frequency class 'mips_30_08': 18/3463 (0.52%)
New (unknown) data (2239 items):
------------------
Rule 1014
a <= 0.02
b.1 <= 0.015
-> class mips_30_09 "intracellular transport vesicles"
Evaluation on training data (4488 items):
at_At1g60070 mips_08_07_07 "hypothetical protein"
mips_30_09
mips_40_09
at_At4g23460 mips_06_04 "beta adaptin - like protein"
mips_06_10
mips_08
mips_08_07
mips_08_07_22
mips_08_07_22_01
mips_08_99
mips_13_03
mips_13_03_01
mips_30_09
mips_40_02
mips_40_09
Training Accuracy: 2/2 (100.00%)
Training Frequency class 'mips_30_09': 8/4488 (0.18%)
Evaluation on validation data (2239 items):
at_At1g23900 mips_06_10 "gamma-adaptin, putative"
mips_08_07
mips_08_07_22
mips_08_07_22_01
mips_13_03
mips_13_03_01
mips_30_09
mips_40_08
mips_40_09
at_At5g22770 mips_08_07 "alpha-adaptin"
mips_08_07_22
mips_08_07_22_01
mips_13_03
mips_13_03_01
mips_30_09
mips_40_09
mips_63_07
at_At5g22780 mips_08_07 "alpha-adaptin C homolog"
mips_08_07_22
mips_08_07_22_01
mips_10
mips_13_03
mips_13_03_01
mips_30_09
mips_40_09
mips_63_07
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_30_09': 8/2239 (0.36%)
Evaluation on propertest data (3463 items):
at_At4g11380 mips_08_07_22 "beta-adaptin - like protein"
mips_08_07_22_01
mips_08_99
mips_13_03
mips_13_03_01
mips_30_09
mips_40_09
Propertest Accuracy: 1/1 (100.00%)
Propertest Frequency class 'mips_30_09': 7/3463 (0.20%)
New (unknown) data (2239 items):
at_At2g28050 - no entry null
at_At1g12190 - no entry null
at_At3g57580 - no entry null
at_At1g27490 - no entry null
------------------
Rule 230
d.58.32 <= 0.0082
-> class mips_02_99 "other energy generation activities"
Evaluation on training data (4488 items):
at_At1g75450 mips_02 "cytokinin oxidase (CKX6)"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_99
mips_02_16
mips_02_16_03
mips_02_99
mips_14
mips_14_04
mips_20
mips_20_20
mips_20_20_18
mips_25
mips_30
mips_30_04
mips_40_03
mips_40_04
mips_40_16
mips_67
mips_67_15
at_At2g46750 mips_02 "unknown protein"
mips_01_05_01
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_02_99
mips_11_01
mips_30_04
mips_40_04
mips_40_16
mips_40_19
mips_67_15
at_At3g63440 mips_01 "cytokinin oxidase -like protein"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_02_16
mips_02_16_03
mips_02_99
mips_11
mips_11_01
mips_20
mips_20_20
mips_20_20_18
mips_30
mips_30_04
mips_40
mips_40_03
mips_40_04
mips_40_16
at_At4g29740 mips_02 "cytokinin oxidase - like protein"
mips_01_05_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_99
mips_02_16
mips_02_16_03
mips_02_99
mips_20
mips_20_20
mips_20_20_18
mips_30_04
mips_40_04
mips_40_16
mips_67_15
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'mips_02_99': 34/4488 (0.76%)
Evaluation on validation data (2239 items):
at_At4g36400 mips_01 "unknown protein"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_01
mips_02_16
mips_02_16_03
mips_02_99
mips_14
mips_14_04
mips_25
mips_30
mips_30_04
mips_40_03
mips_40_04
mips_40_16
mips_40_19
mips_67
mips_67_15
at_At5g06580 mips_01_05_01_01_01 "unknown protein"
mips_02_16
mips_02_16_03
mips_02_99
mips_40_19
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_02_99': 11/2239 (0.49%)
Evaluation on propertest data (3463 items):
at_At1g32300 mips_02 "hypothetical protein"
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_02_99
mips_20
mips_20_20
mips_20_20_18
mips_40_04
mips_40_16
mips_40_19
mips_67_15
at_At2g19500 mips_01_05_01_01_01 "cytokinin oxidase (CKX2)"
mips_01_07_01
mips_01_20_17_09
mips_01_20_99
mips_02_16
mips_02_99
mips_20_20
mips_20_20_18
at_At2g41510 - mips_02 "putative cytokinin oxidase"
mips_01_05_01
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_99
mips_02_16
mips_20
mips_20_20
mips_20_20_18
mips_30_04
mips_40_04
mips_40_16
mips_40_19
mips_67_15
at_At2g46740 mips_01_07_01 "unknown protein"
mips_01_20_17_09
mips_01_20_99
mips_02_99
mips_20_20
mips_20_20_18
at_At5g56470 - mips_01_07_01 "putative protein"
at_At5g56970 mips_01_20_99 "cytokinin oxidase"
mips_02_16
mips_02_99
mips_20_20
mips_20_20_18
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_01
Propertest Accuracy: 4/6 (66.67%)
Propertest Frequency class 'mips_02_99': 34/3463 (0.98%)
New (unknown) data (2239 items):
------------------
Rule 86
c.91 <= 0.00016
-> class mips_67_50 "transport mechanism"
Evaluation on training data (4488 items):
at_At1g17840 mips_01_07 "putative ABC transporter (At1g17840)"
mips_67_10
mips_67_28
mips_67_50_25
at_At1g51460 mips_01_06_13 "ATP-dependent transmembrane transporter, putative"
mips_01_07_01
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
at_At1g53390 mips_01_06_13 "putative ABC transporter gb|AAD31586.1"
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At1g65410 mips_08_04 "ABC transporter like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_19_03
mips_67_50
mips_67_50_25
at_At1g67940 mips_30_25 "ABC transporter like protein"
mips_63_19_03
mips_67_50
mips_67_50_25
at_At1g71330 mips_67_50 "putative ABC transporter"
mips_67_50_25
at_At2g13610 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_01_07
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At3g13220 mips_01_06_13 "ABC transporter"
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At3g47730 mips_67_50 "ABC-type transport protein-like protein"
mips_67_50_25
at_At3g47740 mips_67_50 "ABC-type transport protein-like protein"
mips_67_50_25
at_At3g47750 mips_67_50_25 "ABC-type transport protein-like protein"
at_At3g47770 mips_05_01 "ABC-type transport protein-like protein"
mips_05_01_01
mips_67
mips_67_13
mips_67_50
mips_67_50_25
at_At3g47780 mips_47_03_11 "ABC-type transport protein-like protein"
mips_47_03_11_07
mips_67_04_07
mips_67_04_07_99
mips_67_07
mips_67_07_03
mips_67_50
mips_67_50_25
at_At3g53480 mips_01_06_13 "ABC transporter - like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At3g55090 mips_01_06_13 "ABC transporter - like protein"
mips_01_07_01
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_At3g55130 mips_01_06 "ABC transporter - like protein"
mips_01_06_13
mips_08
mips_11
mips_11_07
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_At4g27420 mips_01_06 "putative protein"
mips_01_06_13
mips_01_07
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At4g33460 mips_08 "putative protein"
mips_40_02
mips_67_04
mips_67_50
mips_67_50_25
at_At5g06530 mips_01_07_01 "ABC transporter like protein"
mips_63_19_03
mips_67_10
mips_67_28
mips_67_50
mips_67_50_25
at_At5g13580 mips_01_06_13 "ABC transporter-like protein"
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At5g52860 mips_01_06_13 "ABC transporter-like protein"
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At5g60740 mips_40 "xABC transporter - like protein"
mips_63_19
mips_67
mips_67_10
mips_67_50_25
at_At5g61690 mips_67_13 "ABC transport protein - like"
mips_67_50_25
at_At5g61730 mips_67_50 "ABC transport protein - like"
mips_67_50_25
Training Accuracy: 24/24 (100.00%)
Training Frequency class 'mips_67_50': 135/4488 (3.01%)
Evaluation on validation data (2239 items):
at_At1g59870 mips_01_06_13 "putative ABC transporter (At1g59870)"
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At2g37360 mips_01_06_13 "putative ABC transporter"
mips_01_07
mips_01_07_01
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50_25
at_At2g39350 mips_01_07_01 "putative ABC transporter"
mips_67_10
mips_67_50_25
at_At3g10670 mips_63_19_03 "ABC transporter like ATPase"
mips_67_50
mips_67_50_25
at_At3g55100 mips_01_06 "ABC transporter - like protein"
mips_01_06_13
mips_01_07
mips_01_07_01
mips_08
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_At4g37870 - mips_02_01 "phosphoenolpyruvate carboxykinase (ATP) -like protein"
at_At5g19410 mips_01_06 "membrane transporter - like protein"
mips_01_06_13
mips_08
mips_40_02
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
at_At5g61740 mips_05_01 "ABC family transporter - like protein"
mips_05_01_01
mips_40_07
mips_67_04
mips_67_13
mips_67_50
mips_67_50_25
Validation Accuracy: 7/8 (87.50%)
Validation Frequency class 'mips_67_50': 45/2239 (2.01%)
Evaluation on propertest data (3463 items):
at_At1g31770 mips_01_07 "unknown protein"
mips_01_07_01
mips_08
mips_40_02
mips_67_10
mips_67_50
mips_67_50_25
at_At1g53270 mips_01_06_13 "putative ABC transporter emb|AAD22683.1"
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At1g54350 mips_67_50 "hypothetical protein"
mips_67_50_25
at_At1g66950 mips_01_06_13 "ABC transporter, putative"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At1g71960 mips_01_07_01 "putative ABC transporter"
mips_67_10
mips_67_50
mips_67_50_25
at_At2g01320 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_01_07
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At2g36380 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50_25
at_At2g37010 mips_01 "putative ABC transporter"
mips_01_06
mips_01_06_13
mips_08
mips_11
mips_11_07
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40
mips_40_02
mips_63
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At3g16340 mips_01_06_13 "putative ABC transporter"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50_25
at_At3g21090 mips_01_06_13 "ABC transporter, putative"
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At3g25620 mips_01_06 "membrane transporter, putative"
mips_01_06_13
mips_01_07
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At3g47760 mips_08 "ABC-type transport protein-like protein"
mips_40
mips_40_16
mips_63
mips_63_19
mips_67
mips_67_50
mips_67_50_25
at_At3g52310 mips_01_07_01 "ABC transporter-like protein"
mips_67_10
mips_67_28
mips_67_50
mips_67_50_25
at_At3g53510 mips_01_06_13 "ABC transporter -like protein"
mips_01_07
mips_01_07_01
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At3g55110 mips_01_06_13 "ABC transporter - like protein"
mips_01_07
mips_01_07_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50_25
at_At4g19210 mips_01_03 "RNase L inhibitor-like protein"
mips_01_03_16
mips_01_03_16_01
mips_02_11
mips_04_05_05
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_67_15
mips_67_50
mips_67_50_25
at_At4g25750 mips_01_06_13 "putative membrane transporter"
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
at_At5g02270 mips_08 "ABC transporter -like protein"
mips_40
mips_40_02
mips_63
mips_63_19
mips_67
mips_67_50
mips_67_50_25
at_At5g14100 mips_67_50_25 "putative protein"
at_At5g61700 mips_67_50_25 "ABC family transporter - like protein"
at_At5g65690 - mips_02_01 "phosphoenolpyruvate carboxykinase (ATP) (EC 4.1.1.49) (pir||T05900)"
Propertest Accuracy: 20/21 (95.24%)
Propertest Frequency class 'mips_67_50': 79/3463 (2.28%)
New (unknown) data (2239 items):
------------------
Rule 93
b.10 > 8.2e-07
c.91 <= 0.00016
-> class mips_67_10 "amino-acid transporters"
Evaluation on training data (4488 items):
at_At1g17840 mips_01_07 "putative ABC transporter (At1g17840)"
mips_67_10
mips_67_28
mips_67_50_25
at_At1g51460 mips_01_06_13 "ATP-dependent transmembrane transporter, putative"
mips_01_07_01
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
at_At1g53390 mips_01_06_13 "putative ABC transporter gb|AAD31586.1"
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At1g65410 - mips_08_04 "ABC transporter like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_19_03
mips_67_50
mips_67_50_25
at_At1g67940 - mips_30_25 "ABC transporter like protein"
mips_63_19_03
mips_67_50
mips_67_50_25
at_At1g71330 - mips_67_50 "putative ABC transporter"
mips_67_50_25
at_At2g13610 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_01_07
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At3g13220 mips_01_06_13 "ABC transporter"
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At3g47730 - mips_67_50 "ABC-type transport protein-like protein"
mips_67_50_25
at_At3g53480 - mips_01_06_13 "ABC transporter - like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At3g55090 mips_01_06_13 "ABC transporter - like protein"
mips_01_07_01
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_At3g55130 mips_01_06 "ABC transporter - like protein"
mips_01_06_13
mips_08
mips_11
mips_11_07
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_At4g27420 mips_01_06 "putative protein"
mips_01_06_13
mips_01_07
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At4g33460 - mips_08 "putative protein"
mips_40_02
mips_67_04
mips_67_50
mips_67_50_25
at_At5g06530 mips_01_07_01 "ABC transporter like protein"
mips_63_19_03
mips_67_10
mips_67_28
mips_67_50
mips_67_50_25
at_At5g13580 - mips_01_06_13 "ABC transporter-like protein"
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At5g52860 mips_01_06_13 "ABC transporter-like protein"
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At5g60740 mips_40 "xABC transporter - like protein"
mips_63_19
mips_67
mips_67_10
mips_67_50_25
at_At5g61690 - mips_67_13 "ABC transport protein - like"
mips_67_50_25
at_At5g61730 - mips_67_50 "ABC transport protein - like"
mips_67_50_25
Training Accuracy: 11/20 (55.00%)
Training Frequency class 'mips_67_10': 19/4488 (0.42%)
Evaluation on validation data (2239 items):
at_At1g59870 - mips_01_06_13 "putative ABC transporter (At1g59870)"
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At2g37360 mips_01_06_13 "putative ABC transporter"
mips_01_07
mips_01_07_01
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50_25
at_At2g39350 mips_01_07_01 "putative ABC transporter"
mips_67_10
mips_67_50_25
at_At3g10670 - mips_63_19_03 "ABC transporter like ATPase"
mips_67_50
mips_67_50_25
at_At3g55100 mips_01_06 "ABC transporter - like protein"
mips_01_06_13
mips_01_07
mips_01_07_01
mips_08
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50
mips_67_50_25
at_At4g37870 - mips_02_01 "phosphoenolpyruvate carboxykinase (ATP) -like protein"
at_At5g19410 mips_01_06 "membrane transporter - like protein"
mips_01_06_13
mips_08
mips_40_02
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
Validation Accuracy: 4/7 (57.14%)
Validation Frequency class 'mips_67_10': 5/2239 (0.22%)
Evaluation on propertest data (3463 items):
at_At1g31770 mips_01_07 "unknown protein"
mips_01_07_01
mips_08
mips_40_02
mips_67_10
mips_67_50
mips_67_50_25
at_At1g53270 mips_01_06_13 "putative ABC transporter emb|AAD22683.1"
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At1g54350 - mips_67_50 "hypothetical protein"
mips_67_50_25
at_At1g66950 - mips_01_06_13 "ABC transporter, putative"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At1g71960 mips_01_07_01 "putative ABC transporter"
mips_67_10
mips_67_50
mips_67_50_25
at_At2g01320 mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_01_07
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At2g36380 - mips_01_06 "putative ABC transporter"
mips_01_06_13
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50_25
at_At2g37010 - mips_01 "putative ABC transporter"
mips_01_06
mips_01_06_13
mips_08
mips_11
mips_11_07
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40
mips_40_02
mips_63
mips_63_19
mips_67
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At3g16340 - mips_01_06_13 "putative ABC transporter"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04_01
mips_67_04_01_02
mips_67_50_25
at_At3g21090 mips_01_06_13 "ABC transporter, putative"
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At3g25620 mips_01_06 "membrane transporter, putative"
mips_01_06_13
mips_01_07
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50_25
at_At3g52310 mips_01_07_01 "ABC transporter-like protein"
mips_67_10
mips_67_28
mips_67_50
mips_67_50_25
at_At3g53510 - mips_01_06_13 "ABC transporter -like protein"
mips_01_07
mips_01_07_01
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_25
at_At3g55110 mips_01_06_13 "ABC transporter - like protein"
mips_01_07
mips_01_07_01
mips_13_01_01
mips_13_01_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_10
mips_67_50_25
at_At4g19210 - mips_01_03 "RNase L inhibitor-like protein"
mips_01_03_16
mips_01_03_16_01
mips_02_11
mips_04_05_05
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_67_15
mips_67_50
mips_67_50_25
at_At4g25750 mips_01_06_13 "putative membrane transporter"
mips_01_07_01
mips_40_99
mips_63_09
mips_63_19_03
mips_67_10
mips_67_13
mips_67_50
mips_67_50_25
at_At5g02270 - mips_08 "ABC transporter -like protein"
mips_40
mips_40_02
mips_63
mips_63_19
mips_67
mips_67_50
mips_67_50_25
at_At5g14100 - mips_67_50_25 "putative protein"
at_At5g65690 - mips_02_01 "phosphoenolpyruvate carboxykinase (ATP) (EC 4.1.1.49) (pir||T05900)"
Propertest Accuracy: 9/19 (47.37%)
Propertest Frequency class 'mips_67_10': 11/3463 (0.32%)
New (unknown) data (2239 items):
------------------
Rule 30
d.104 <= 1.9e-08
-> class mips_05_10 "aminoacyl-tRNA-synthetases"
Evaluation on training data (4488 items):
at_At1g17960 mips_01_03 "hypothetical protein"
mips_01_03_16
mips_04_03
mips_04_03_01
mips_05
mips_05_04
mips_05_10
at_At1g18130 mips_01_03_16 "hypothetical protein"
mips_04_03
mips_04_03_01
mips_05_10
at_At1g50200 mips_04_03 "alanine--tRNA ligase, putative"
mips_04_03_03
mips_05_04
mips_05_10
at_At3g13490 mips_05 "lysyl-tRNA synthetase like protein"
mips_05_04
mips_05_10
at_At3g44740 mips_05 "similar to glycyl tRNA synthetase"
mips_05_04
mips_05_07
mips_05_10
mips_40_03
mips_63
mips_63_19
at_At3g48110 mips_05_10 "glycine--tRNA ligase precursor, chloroplast (edd1)"
mips_05_99
mips_40_26
mips_40_26_03
at_At4g17300 mips_05_10 "asparagine--tRNA ligase"
at_At4g26870 mips_05_10 "putative aspartate-tRNA ligase"
at_At4g31180 mips_05_10 "aspartate--tRNA ligase - like protein"
at_At4g33760 mips_05_10 "putative aspartate--tRNA ligase"
mips_40_16
at_At5g22800 mips_04_03 "alanyl-tRNA synthetase"
mips_04_03_03
mips_05_10
Training Accuracy: 11/11 (100.00%)
Training Frequency class 'mips_05_10': 24/4488 (0.53%)
Evaluation on validation data (2239 items):
at_At1g29870 mips_05_07 "Putative glycyl-tRNA synthetase"
mips_05_10
at_At1g29880 mips_05_07 "glycyl-tRNA synthetase"
mips_05_10
at_At1g37150 - mips_01 "holocarboxylase synthetase hcs2.a"
mips_01_07
mips_01_07_01
mips_01_07_04
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_06
mips_06_07
at_At1g70980 mips_05 ""
mips_05_10
mips_06
mips_63_19
at_At1g72550 mips_05_10 "putative phenylalanyl-tRNA synthetase beta-subunit; PheHB"
at_At3g07420 mips_05 "putative asparaginyl-tRNA synthetase"
mips_05_10
mips_40_16
at_At3g11710 mips_05_10 "lysyl-tRNA synthetase"
at_At3g46100 mips_05_04 "histidyl-tRNA synthetase"
mips_05_07
mips_05_10
mips_40_26
mips_40_26_03
at_At3g58140 mips_04_03 "phenylalanine-tRNA synthetase-like protein"
mips_04_03_03
mips_05_10
at_At5g27470 mips_04_03 "seryl-tRNA synthetase"
mips_04_03_03
mips_05_10
Validation Accuracy: 9/10 (90.00%)
Validation Frequency class 'mips_05_10': 20/2239 (0.89%)
Evaluation on propertest data (3463 items):
at_At1g11870 mips_01_01_99 "putative seryl-tRNA synthetase"
mips_01_20_19
mips_01_20_19_99
mips_04_03
mips_04_03_03
mips_05_10
mips_63_11
at_At1g68420 mips_05 "putative asparaginyl-tRNA synthetase"
mips_05_04
mips_05_10
at_At2g25710 - mips_01_07_04 "biotin holocarboxylase synthetase"
mips_04_05_01_04_03
at_At3g62120 mips_05 "multifunctional aminoacyl-tRNA ligase-like protein"
mips_05_10
mips_06_10
mips_63_03_03
mips_63_11
at_At4g39280 mips_04_03 "phenylalanyl-trna synthetase - like protein"
mips_04_03_03
mips_05_10
at_At5g26830 mips_01_03_16 "threonyl-tRNA synthetase"
mips_04_03
mips_04_03_01
mips_05_10
at_At5g52520 mips_05_10 "prolyl tRNA synthetase"
mips_63_03_03
mips_63_11
at_At5g56680 mips_05_10 "SYNC1 protein (gb|AAD46681.1)"
Propertest Accuracy: 7/8 (87.50%)
Propertest Frequency class 'mips_05_10': 18/3463 (0.52%)
New (unknown) data (2239 items):
at_At3g59410 - no entry null
------------------
Rule 136
a.118.10 <= 5.19994e-41
-> class mips_40_09 "intracellular transport vesicles"
Evaluation on training data (4488 items):
at_At1g03050 mips_08_19 "putative protein destination factor"
mips_13_03
mips_13_03_01
mips_40_09
mips_63_07
at_At1g14910 mips_05 "unknown protein"
mips_06_04
mips_06_10
mips_08
mips_08_19
mips_13_03
mips_13_03_01
mips_14_01
mips_40_02
mips_40_04
mips_40_09
mips_63_07
at_At1g33340 mips_08_19 "unknown protein"
mips_13_03
mips_13_03_01
mips_40_09
mips_63_07
at_At1g68110 mips_08_19 "putative protein"
mips_40_09
at_At2g01920 mips_08_07 "hypothetical protein"
mips_08_07_22
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_13_03_99
mips_30_08
mips_40_09
at_At2g43160 mips_08_07_22 "putative clathrin binding protein (epsin)"
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_13_03_99
mips_14_01
mips_14_01_05
mips_14_01_05_01
mips_30_08
mips_33_03_11
mips_40_09
mips_45
mips_45_03
mips_45_03_09
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At4g02650 mips_06_10 "predicted protein destination factor"
mips_08_19
mips_13_03
mips_13_03_01
mips_14_01
mips_40_09
mips_63_07
at_At4g40080 mips_05 "unknown protein"
mips_06_04
mips_06_10
mips_08
mips_08_19
mips_13_03
mips_13_03_01
mips_40_02
mips_40_09
at_At5g57200 mips_01_03 "putative protein"
mips_01_03_16
mips_06_10
mips_08_19
mips_13_03
mips_13_03_01
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_40_09
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'mips_40_09': 96/4488 (2.14%)
Evaluation on validation data (2239 items):
at_At2g01600 mips_01_03 "unknown protein"
mips_01_03_16
mips_06_10
mips_08_19
mips_13_03
mips_13_03_01
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_40_09
at_At3g59290 mips_06_04 "epsin-like protein"
mips_08_07_22
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_13_03_99
mips_14_01
mips_14_01_05
mips_14_01_05_01
mips_30_08
mips_33_03_11
mips_40_09
mips_45
mips_45_03
mips_45_03_09
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At4g25940 mips_01_03 "putative protein destination factor"
mips_01_03_16
mips_05
mips_06_04
mips_06_10
mips_08
mips_08_19
mips_13
mips_13_03
mips_13_03_01
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_40_02
mips_40_09
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_40_09': 54/2239 (2.41%)
Evaluation on propertest data (3463 items):
at_At1g05020 mips_06_10 "putative clathrin protein"
mips_08_19
mips_13_03_01
mips_40_09
at_At1g25240 mips_08_19 ""
mips_13_03
mips_13_03_01
mips_40_09
at_At2g25430 mips_05 "unknown protein"
mips_06
mips_06_04
mips_06_10
mips_08
mips_08_19
mips_10
mips_13
mips_13_03
mips_13_03_01
mips_40_02
mips_40_09
mips_98
at_At5g10410 mips_08_19 "putative protein"
mips_13_03
mips_13_03_01
mips_40_09
at_At5g35200 mips_01_03 "putative protein"
mips_01_03_16
mips_06_10
mips_08_19
mips_13_03
mips_13_03_01
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_40_09
Propertest Accuracy: 5/5 (100.00%)
Propertest Frequency class 'mips_40_09': 56/3463 (1.62%)
New (unknown) data (2239 items):
------------------
Rule 70
d.110.4 <= 5.3e-09
-> class mips_40_09 "intracellular transport vesicles"
Evaluation on training data (4488 items):
at_At1g04760 mips_08_07 "synaptobrevin 7B, putative"
mips_40_08
mips_40_09
at_At1g10730 mips_06_04 "putative clathrin-coat assembly protein"
mips_08
mips_08_07
mips_08_07_22
mips_08_07_22_01
mips_13
mips_13_03
mips_13_03_01
mips_14
mips_14_04
mips_20
mips_25
mips_25_05
mips_40_02
mips_40_03
mips_40_09
mips_45
mips_45_03
mips_45_03_09
at_At1g11890 mips_40_09 "putative vesicle transport protein"
at_At1g33480 mips_40_07 "unknown protein"
mips_40_09
at_At1g47830 mips_08_07 "clathrin coat assembly protein AP17, putative"
mips_08_07_22
mips_08_07_22_01
mips_13_03
mips_13_03_01
mips_40_08
mips_40_09
mips_45
mips_45_03
mips_45_03_09
at_At1g60780 mips_08_07_22 "putative Clathrin Coat Assembly protein"
mips_08_07_22_01
mips_13_03
mips_13_03_01
mips_40_09
mips_45
mips_45_03
mips_45_03_09
at_At1g60970 mips_08_07_22 "coatomer zeta subunit like protein"
mips_08_07_22_01
mips_40_09
mips_45_03_09
at_At1g80500 - mips_08_07_03 "unknown protein"
mips_25_05_10
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
at_At2g17380 mips_08_07 "clathrin assembly protein AP19, small subunit"
mips_13_03
mips_13_03_01
mips_40_08
mips_40_09
at_At2g19790 mips_08_07 "putative clathrin assembly protein"
mips_13_03
mips_13_03_01
mips_40_08
mips_40_09
at_At2g33110 mips_08_07 "synaptobrevin like protein"
mips_40_08
mips_40_09
at_At3g50860 mips_08_07 "putative clathrin coat assembly protein"
mips_40_08
mips_40_09
at_At4g10170 mips_08_07 "putative protein"
mips_40_07
mips_40_08
mips_40_09
at_At4g15780 mips_08_07 "SYBL1 like protein"
mips_40_08
mips_40_09
at_At4g24550 mips_08_07 "clathrin coat assembly like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_03
mips_13_03_01
mips_30_02
mips_30_08
mips_30_22
mips_30_25
mips_40_09
at_At4g35410 mips_40_09 "clathrin assembly protein AP19 homolog"
at_At5g22360 mips_08_07 "synaptobrevin-like protein"
mips_40_08
mips_40_09
at_At5g52270 mips_08_07 "putative protein"
mips_40_08
mips_40_09
at_At5g52990 mips_08_07 "putative protein"
mips_40_08
mips_40_09
at_At5g58060 - mips_08_07_03 "ATGP1"
Training Accuracy: 18/20 (90.00%)
Training Frequency class 'mips_40_09': 96/4488 (2.14%)
Evaluation on validation data (2239 items):
at_At1g51160 - mips_06_04 "hypothetical protein"
mips_08_07_03
mips_25_05_10
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
at_At2g25340 mips_06_04 "putative synaptobrevin"
mips_14_04
mips_25_05
mips_40_09
mips_67
at_At5g02280 - mips_08_07 "unknown protein"
mips_08_07_03
mips_25_05_10
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
mips_40_07
mips_40_08
at_At5g05010 mips_10 "coatomer delta subunit (delta-coat protein) (delta-COP)"
mips_13_03
mips_13_03_01
mips_40_08
mips_40_09
at_At5g11150 mips_06_04 "putative protein"
mips_08
mips_08_07
mips_08_07_03
mips_13_03
mips_13_03_01
mips_40_02
mips_40_07
mips_40_08
mips_40_09
at_At5g46630 mips_06_04 "AP47/50p (gb|AAB88283.1)"
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_03
mips_13_03_01
mips_30
mips_30_22
mips_30_25
mips_40_02
mips_40_03
mips_40_09
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'mips_40_09': 54/2239 (2.41%)
Evaluation on propertest data (3463 items):
at_At1g04750 mips_40_09 "synaptobrevin 7B, putative, 3' partial"
at_At2g20930 - mips_08_07 "unknown protein"
mips_08_07_03
mips_25_05_10
mips_25_05_17
mips_37
mips_37_03
mips_37_03_17
at_At2g32670 mips_08_07 "putative synaptobrevin"
mips_40_07
mips_40_08
mips_40_09
at_At2g33120 mips_08_07 "putative synaptobrevin"
mips_40_08
mips_40_09
at_At3g09800 mips_40_09 "putative coatomer zeta subunit (zeta-coat protein)"
at_At3g54300 mips_40_09 "synaptobrevin -like protein"
at_At4g27840 mips_40_09 "putative protein"
at_At4g32150 mips_08_07 "vesicle-associated membrane protein 7C (At VAMP7C)"
mips_40_08
mips_40_09
at_At5g58180 - mips_08_07 "ATGP1-like protein"
mips_08_07_03
mips_13_03
mips_13_03_01
mips_40_08
Propertest Accuracy: 7/9 (77.78%)
Propertest Frequency class 'mips_40_09': 56/3463 (1.62%)
New (unknown) data (2239 items):
at_At4g08520 - no entry null
at_At1g15370 - no entry null
------------------
Rule 863
d.109.2 <= 7.1e-30
-> class mips_40_09 "intracellular transport vesicles"
Evaluation on training data (4488 items):
at_At3g23660 mips_40_09 "transport protein, putative"
mips_62_02_01_01
at_At3g44340 mips_08_07 "putative protein"
mips_40_07
mips_40_08
mips_40_09
at_At4g14160 mips_40_07 "transport protein"
mips_40_09
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_40_09': 96/4488 (2.14%)
Evaluation on validation data (2239 items):
at_At1g05520 mips_06 "unknown protein"
mips_06_04
mips_08
mips_08_07
mips_10
mips_40_03
mips_40_07
mips_40_08
mips_40_09
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_98
at_At4g01810 mips_06_04 "putative protein transport factor"
mips_40_07
mips_40_09
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At5g43670 mips_40_09 "protein transport protein SEC23"
mips_62_02_01_01
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_40_09': 54/2239 (2.41%)
Evaluation on propertest data (3463 items):
at_At2g21630 mips_08_07 "putative protein transport protein SEC23"
mips_40_08
mips_40_09
mips_62_02_01_01
at_At3g07100 mips_06 "putative Sec24-like COPII protein"
mips_08_07
mips_40_08
mips_40_09
Propertest Accuracy: 2/2 (100.00%)
Propertest Frequency class 'mips_40_09': 56/3463 (1.62%)
New (unknown) data (2239 items):
------------------
Rule 1133
d.15.7 <= 0.00018
-> class mips_40_09 "intracellular transport vesicles"
Evaluation on training data (4488 items):
at_At1g09580 mips_06_04 "unknown protein"
mips_08_07_03
mips_40_09
at_At1g26690 mips_08_07_03 "unknown protein"
mips_40_09
at_At2g03290 mips_06_04 "putative Golgi-associated membrane trafficking protein"
mips_40_09
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_40_09': 96/4488 (2.14%)
Evaluation on validation data (2239 items):
at_At1g14010 mips_08_07 "putative transmembrane protein"
mips_08_07_03
mips_40_08
mips_40_09
at_At1g69460 mips_08_07 "putative protein"
mips_08_07_03
mips_40_08
mips_40_09
at_At2g03040 mips_40_08 "unknown protein"
mips_40_09
at_At3g29070 mips_08_07 "transmembrane trafficking protein, putative"
mips_08_07_03
mips_40_08
mips_40_09
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_40_09': 54/2239 (2.41%)
Evaluation on propertest data (3463 items):
Propertest Accuracy: 0/0 (0.00%)
Propertest Frequency class 'mips_40_09': 56/3463 (2.41%)
New (unknown) data (2239 items):
------------------
Rule 100
b.62.1 <= 2.3e-23
-> class mips_43_03 "animal cell type"
Evaluation on training data (4488 items):
at_At1g01940 mips_20_25_16 "hypothetical protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At1g26940 mips_06_01 "unknown protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At1g74070 mips_20_25_16 "unknown protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g15790 mips_04 "cyclophilin-40"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_05
mips_06
mips_06_01
mips_11
mips_11_01
mips_20
mips_20_25
mips_20_25_16
mips_40_03
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63
mips_63_13
at_At2g16600 mips_20_25_16 "cytosolic cyclophilin (ROC3)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g21130 mips_20_25_16 "cyclophilin (CYP2)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g38730 mips_20_25_16 "putative peptidyl-prolyl cis-trans isomerase"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g44600 mips_05 "unknown protein"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At3g55920 mips_20_25_16 "cyclophilin protein (ROC15)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g56070 mips_05 "peptidylprolyl isomerase"
mips_06
mips_06_01
mips_06_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_40
mips_40_03
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63
mips_63_13
mips_99
at_At4g33060 mips_43 "putative protein"
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At4g34870 mips_05 "peptidylprolyl isomerase (cyclophilin)"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20_25
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At4g34960 mips_05 "cyclophilin - like protein (ROC14)"
mips_05_04
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At4g38740 mips_06_01 "peptidylprolyl isomerase ROC1"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At5g13120 mips_06_01 "chloroplast cyclophilin ROC8"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g35100 mips_11_05_01_01 "putative protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g67530 - mips_20_25_16 "peptidylprolyl isomerase (cyclophilin)-like"
Training Accuracy: 16/17 (94.12%)
Training Frequency class 'mips_43_03': 81/4488 (1.80%)
Evaluation on validation data (2239 items):
at_At2g36130 mips_20_25_16 "cyclophilin protein (ROC10)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g47320 mips_06_01 "putative peptidyl-prolyl cis-trans isomerase"
mips_06_04
mips_13_11
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At3g66654 mips_06_01 "unknown protein"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_43_03': 37/2239 (1.65%)
Evaluation on propertest data (3463 items):
at_At1g53720 mips_05 "hypothetical protein"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At2g29960 mips_06_01 "cyclophilin"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At3g22920 mips_20_25_16 "cyclophilin, putative"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g62030 mips_20_25_16 "peptidylprolyl isomerase ROC4"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g63400 mips_06_01 "cyclophylin -like protein"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At4g32420 mips_06_01 "putative protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g58710 mips_06_01 "cyclophilin ROC7"
mips_14_01_03
mips_20_25
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
Propertest Accuracy: 7/7 (100.00%)
Propertest Frequency class 'mips_43_03': 71/3463 (2.05%)
New (unknown) data (2239 items):
------------------
Rule 1479
a.118.7 <= 5.4e-11
-> class mips_43_03 "animal cell type"
Evaluation on training data (4488 items):
at_At1g22300 mips_10_05_02 "unknown protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g10450 mips_20_25_01 "14-3-3 regulatory protein"
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
Training Accuracy: 2/2 (100.00%)
Training Frequency class 'mips_43_03': 81/4488 (1.80%)
Evaluation on validation data (2239 items):
at_At1g35160 mips_13_01_01_01 "32kDa endonuclease, putative"
mips_13_11
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At4g09000 mips_10_05_01 "14-3-3-like protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g10450 mips_10_05_01 "14-3-3-like protein AFT1"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_43_03': 37/2239 (1.65%)
Evaluation on propertest data (3463 items):
at_At1g22290 mips_10_05_02 "hypothetical protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g26480 mips_13_01_01 "14-3-3 protein epsilon, putative"
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g34760 mips_10_05_02 "putative protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78220 mips_10_05_01 "putative 14-3-3 protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78300 mips_13_11_03 "putative tyrosine activation protein"
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g42590 mips_10_05_01 "14-3-3 regulatory protein (GF14 mu)"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At5g16050 mips_20 "14-3-3-LIKE PROTEIN GF14 UPSILON"
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g38480 mips_13_01 "14-3-3 protein homolog RCI1 (pir||S47969)"
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At5g65430 mips_10_05_01 "GF14 Kappa isoform"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'mips_43_03': 71/3463 (2.05%)
New (unknown) data (2239 items):
------------------
Rule 102
b.62.1 <= 2.3e-23
-> class mips_63_13 "C-compound binding"
Evaluation on training data (4488 items):
at_At1g01940 mips_20_25_16 "hypothetical protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At1g26940 mips_06_01 "unknown protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At1g74070 mips_20_25_16 "unknown protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g15790 mips_04 "cyclophilin-40"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_05
mips_06
mips_06_01
mips_11
mips_11_01
mips_20
mips_20_25
mips_20_25_16
mips_40_03
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63
mips_63_13
at_At2g16600 mips_20_25_16 "cytosolic cyclophilin (ROC3)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g21130 mips_20_25_16 "cyclophilin (CYP2)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g38730 mips_20_25_16 "putative peptidyl-prolyl cis-trans isomerase"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g44600 mips_05 "unknown protein"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At3g55920 mips_20_25_16 "cyclophilin protein (ROC15)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g56070 mips_05 "peptidylprolyl isomerase"
mips_06
mips_06_01
mips_06_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_40
mips_40_03
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63
mips_63_13
mips_99
at_At4g33060 mips_43 "putative protein"
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At4g34870 mips_05 "peptidylprolyl isomerase (cyclophilin)"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20_25
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At4g34960 mips_05 "cyclophilin - like protein (ROC14)"
mips_05_04
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At4g38740 mips_06_01 "peptidylprolyl isomerase ROC1"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At5g13120 mips_06_01 "chloroplast cyclophilin ROC8"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g35100 mips_11_05_01_01 "putative protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g67530 - mips_20_25_16 "peptidylprolyl isomerase (cyclophilin)-like"
Training Accuracy: 16/17 (94.12%)
Training Frequency class 'mips_63_13': 63/4488 (1.40%)
Evaluation on validation data (2239 items):
at_At2g36130 mips_20_25_16 "cyclophilin protein (ROC10)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g47320 mips_06_01 "putative peptidyl-prolyl cis-trans isomerase"
mips_06_04
mips_13_11
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At3g66654 mips_06_01 "unknown protein"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_63_13': 28/2239 (1.25%)
Evaluation on propertest data (3463 items):
at_At1g53720 mips_05 "hypothetical protein"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At2g29960 mips_06_01 "cyclophilin"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At3g22920 mips_20_25_16 "cyclophilin, putative"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g62030 mips_20_25_16 "peptidylprolyl isomerase ROC4"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g63400 mips_06_01 "cyclophylin -like protein"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At4g32420 mips_06_01 "putative protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g58710 mips_06_01 "cyclophilin ROC7"
mips_14_01_03
mips_20_25
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
Propertest Accuracy: 7/7 (100.00%)
Propertest Frequency class 'mips_63_13': 43/3463 (1.24%)
New (unknown) data (2239 items):
------------------
Rule 1483
a.118.7 <= 5.4e-11
-> class mips_63_13 "C-compound binding"
Evaluation on training data (4488 items):
at_At1g22300 mips_10_05_02 "unknown protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g10450 mips_20_25_01 "14-3-3 regulatory protein"
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
Training Accuracy: 2/2 (100.00%)
Training Frequency class 'mips_63_13': 63/4488 (1.40%)
Evaluation on validation data (2239 items):
at_At1g35160 mips_13_01_01_01 "32kDa endonuclease, putative"
mips_13_11
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At4g09000 mips_10_05_01 "14-3-3-like protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g10450 mips_10_05_01 "14-3-3-like protein AFT1"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_63_13': 28/2239 (1.25%)
Evaluation on propertest data (3463 items):
at_At1g22290 mips_10_05_02 "hypothetical protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g26480 mips_13_01_01 "14-3-3 protein epsilon, putative"
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g34760 mips_10_05_02 "putative protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78220 mips_10_05_01 "putative 14-3-3 protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78300 mips_13_11_03 "putative tyrosine activation protein"
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g42590 mips_10_05_01 "14-3-3 regulatory protein (GF14 mu)"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At5g16050 mips_20 "14-3-3-LIKE PROTEIN GF14 UPSILON"
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g38480 mips_13_01 "14-3-3 protein homolog RCI1 (pir||S47969)"
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At5g65430 mips_10_05_01 "GF14 Kappa isoform"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'mips_63_13': 43/3463 (1.24%)
New (unknown) data (2239 items):
------------------
Rule 80
a.102.4 > 1.2e-21
a.128.1 <= 2.8e-21
-> class mips_30_26 "plastid"
Evaluation on training data (4488 items):
at_At1g17050 mips_01_06_01 "putative prenyl transferase (prephytoene pyrophosphatase dehydrogenase)"
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At1g78510 mips_01_06 "polyprenyl diphosphate synthase (At-trans-PT)"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_30
mips_30_26
mips_30_26_03
mips_40_16
at_At2g18620 mips_01_06 "putative geranylgeranyl pyrophosphate synthase"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10_05
mips_30_26
mips_30_26_03
at_At2g23800 mips_01_06_01 "pregeranylgeranyl pyrophosphate synthase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_20_13
mips_30_26
mips_30_26_03
at_At2g37140 - mips_01_20_13 "putative vetispiradiene synthase"
mips_01_20_35
mips_01_20_35_01
at_At3g14550 mips_01_06_01_07 "geranylgeranyl pyrophosphate synthase (GGPS3)"
mips_01_06_01_07_11
mips_01_06_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At3g29430 mips_01_06_01 "geranylgeranyl pyrophosphate synthase, putative"
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At3g32040 mips_01_06_01 "geranylgeranyl pyrophosphate synthase, putative"
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At5g17230 - mips_01_06_01 "phytoene synthase (gb|AAB65697.1)"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20_13
mips_40_07
mips_43
mips_43_03
mips_45
mips_45_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_47_03_99
mips_63_21
mips_63_21_07
at_At5g47770 mips_01_06 "farnesyl diphosphate synthase precursor (gb|AAB49290.1)"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10_05
mips_30
mips_30_26
mips_30_26_03
mips_40_03
Training Accuracy: 8/10 (80.00%)
Training Frequency class 'mips_30_26': 16/4488 (0.36%)
Evaluation on validation data (2239 items):
at_At3g14510 mips_01_06_01 "geranylgeranyl pyrophosphate synthetase, putative"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At4g17190 mips_01_06_01_07 "farnesyl-pyrophosphate synthetase FPS2"
mips_01_06_01_07_11
mips_01_06_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
mips_47_03_15
mips_47_03_15_07
mips_48
at_At4g34650 - mips_01_06 "putative squalene synthase"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20
mips_01_20_13
mips_40_07
mips_43
mips_43_03
mips_45
mips_45_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_47_03_99
mips_63_21
mips_63_21_07
Validation Accuracy: 2/3 (66.67%)
Validation Frequency class 'mips_30_26': 10/2239 (0.45%)
Evaluation on propertest data (3463 items):
at_At1g49530 mips_01_06_01_07 "geranyl geranyl pyrophosphate synthase, putative"
mips_01_06_01_07_11
mips_01_06_07
mips_01_20_13
mips_30_26
mips_30_26_03
at_At2g18640 mips_01 "putative geranylgeranyl pyrophosphate synthase"
mips_01_06
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10
mips_30
mips_30_26
mips_30_26_03
mips_40
mips_40_03
at_At2g34630 - mips_01_06_01 "putative trans-prenyltransferase"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
at_At3g14530 mips_01_06_01 "putative geranylgeranyl pyrophosphate synthase GGPS3"
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At3g31415 - mips_01_20_13 "vetispiradiene synthase, putative, 5' partial"
mips_01_20_35
mips_01_20_35_01
at_At4g34640 - mips_01_06 "farnesyl-diphosphate farnesyltransferase"
mips_01_06_01
mips_01_06_01_07
mips_01_06_01_07_11
mips_01_20
mips_01_20_13
mips_40_02
mips_40_07
mips_43
mips_43_03
mips_45
mips_45_03
mips_47
mips_47_03
mips_47_03_11
mips_47_03_11_07
mips_47_03_99
mips_63_21
mips_63_21_07
at_At4g36810 mips_01_06_01_07 "geranylgeranyl pyrophosphate synthase"
mips_01_06_01_07_11
mips_01_06_07
mips_01_07_01
mips_01_20_13
mips_30_26
mips_30_26_03
at_At4g38460 mips_01_06 "geranylgeranyl pyrophosphate synthase-related protein"
mips_01_06_01
mips_01_06_01_07
mips_01_06_07
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_13
mips_10_05
mips_30_26
mips_30_26_03
Propertest Accuracy: 5/8 (62.50%)
Propertest Frequency class 'mips_30_26': 17/3463 (0.49%)
New (unknown) data (2239 items):
at_At1g62730 - no entry null
------------------
Rule 220
b > 0.02
c.1.12 <= 1.9e-12
-> class mips_67_07 "C-compound and carbohydrate transporters"
Evaluation on training data (4488 items):
at_At1g20860 mips_01_04_07 "putative inorganic phosphate transporter protein"
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_67
mips_67_04_07
mips_67_07
at_At2g43180 - mips_02 "putative carboxyphosphonoenolpyruvate mutase"
mips_01_05_01
mips_01_20
mips_02_01
mips_02_22
at_At3g21720 - mips_02_01 "putative isocitrate lyase"
mips_02_22
at_At4g15530 mips_01_04_07 "pyruvate,orthophosphate dikinase"
mips_01_05_07
mips_02_01
mips_02_30
mips_02_99
mips_06_07_03
mips_08_19
mips_63_19_03
mips_67_07
mips_67_07_01
at_At5g43350 mips_01_05_07 "phosphate transporter (gb|AAB17265.1)"
mips_08_19
mips_67_04_07
mips_67_07
Training Accuracy: 3/5 (60.00%)
Training Frequency class 'mips_67_07': 30/4488 (0.67%)
Evaluation on validation data (2239 items):
at_At1g21440 - mips_02_01 "hypothetical protein"
mips_02_22
at_At1g76430 mips_01_05_04 "putative phosphate transporter"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_67_07
at_At2g32830 mips_01_04_07 "putative phosphate transporter"
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_13_11_03
mips_13_11_03_01
mips_67_04
mips_67_04_07
mips_67_07
at_At2g38940 mips_01_04 "phosphate transporter (AtPT2)"
mips_01_04_07
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_67_04
mips_67_04_07
mips_67_07
at_At2g46110 - mips_01_07_01 "3-methyl-2-oxobutanoate hydroxy-methyl-transferase"
at_At3g54700 mips_01 "phosphate transport protein"
mips_01_04_07
mips_01_05
mips_01_05_07
mips_08_19
mips_13
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_40
mips_67
mips_67_04_07
mips_67_07
at_At5g43340 mips_01_04 "inorganic phosphate transporter (dbj|BAA34390.1)"
mips_01_04_07
mips_01_05_07
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_67_04
mips_67_04_07
mips_67_07
at_At5g43360 mips_01_04 "inorganic phosphate transporter (dbj|BAA24281.1)"
mips_01_04_07
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_67_04
mips_67_04_07
mips_67_07
Validation Accuracy: 6/8 (75.00%)
Validation Frequency class 'mips_67_07': 20/2239 (0.89%)
Evaluation on propertest data (3463 items):
at_At1g77060 - mips_02_01 "carboxyphosphonoenolpyruvate mutase like protein"
mips_02_22
at_At3g61530 - mips_01_07 "3-methyl-2-oxobutanoate hydroxy-methyl-transferase-like protein"
mips_01_07_01
mips_30_01
at_At5g43370 mips_01_04_07 "inorganic phosphate transporter (dbj|BAA24282.1)"
mips_01_05_07
mips_08_19
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_67_04_07
mips_67_07
Propertest Accuracy: 1/3 (33.33%)
Propertest Frequency class 'mips_67_07': 11/3463 (0.32%)
New (unknown) data (2239 items):
at_At3g14940 - no entry null
at_At2g42600 - no entry null
at_At4g10750 - no entry null
at_At1g53310 - no entry null
at_At1g68750 - no entry null
at_At4g24080 - no entry null
------------------
Rule 134
a.118.10 <= 5.19994e-41
-> class mips_08_19 "cellular import"
Evaluation on training data (4488 items):
at_At1g03050 mips_08_19 "putative protein destination factor"
mips_13_03
mips_13_03_01
mips_40_09
mips_63_07
at_At1g14910 mips_05 "unknown protein"
mips_06_04
mips_06_10
mips_08
mips_08_19
mips_13_03
mips_13_03_01
mips_14_01
mips_40_02
mips_40_04
mips_40_09
mips_63_07
at_At1g33340 mips_08_19 "unknown protein"
mips_13_03
mips_13_03_01
mips_40_09
mips_63_07
at_At1g68110 mips_08_19 "putative protein"
mips_40_09
at_At2g01920 mips_08_07 "hypothetical protein"
mips_08_07_22
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_13_03_99
mips_30_08
mips_40_09
at_At2g43160 mips_08_07_22 "putative clathrin binding protein (epsin)"
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_13_03_99
mips_14_01
mips_14_01_05
mips_14_01_05_01
mips_30_08
mips_33_03_11
mips_40_09
mips_45
mips_45_03
mips_45_03_09
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At4g02650 mips_06_10 "predicted protein destination factor"
mips_08_19
mips_13_03
mips_13_03_01
mips_14_01
mips_40_09
mips_63_07
at_At4g40080 mips_05 "unknown protein"
mips_06_04
mips_06_10
mips_08
mips_08_19
mips_13_03
mips_13_03_01
mips_40_02
mips_40_09
at_At5g57200 mips_01_03 "putative protein"
mips_01_03_16
mips_06_10
mips_08_19
mips_13_03
mips_13_03_01
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_40_09
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'mips_08_19': 39/4488 (0.87%)
Evaluation on validation data (2239 items):
at_At2g01600 mips_01_03 "unknown protein"
mips_01_03_16
mips_06_10
mips_08_19
mips_13_03
mips_13_03_01
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_40_09
at_At3g59290 mips_06_04 "epsin-like protein"
mips_08_07_22
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_13_03_99
mips_14_01
mips_14_01_05
mips_14_01_05_01
mips_30_08
mips_33_03_11
mips_40_09
mips_45
mips_45_03
mips_45_03_09
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At4g25940 mips_01_03 "putative protein destination factor"
mips_01_03_16
mips_05
mips_06_04
mips_06_10
mips_08
mips_08_19
mips_13
mips_13_03
mips_13_03_01
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_40_02
mips_40_09
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_08_19': 31/2239 (1.38%)
Evaluation on propertest data (3463 items):
at_At1g05020 mips_06_10 "putative clathrin protein"
mips_08_19
mips_13_03_01
mips_40_09
at_At1g25240 mips_08_19 ""
mips_13_03
mips_13_03_01
mips_40_09
at_At2g25430 mips_05 "unknown protein"
mips_06
mips_06_04
mips_06_10
mips_08
mips_08_19
mips_10
mips_13
mips_13_03
mips_13_03_01
mips_40_02
mips_40_09
mips_98
at_At5g10410 mips_08_19 "putative protein"
mips_13_03
mips_13_03_01
mips_40_09
at_At5g35200 mips_01_03 "putative protein"
mips_01_03_16
mips_06_10
mips_08_19
mips_13_03
mips_13_03_01
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_40_09
Propertest Accuracy: 5/5 (100.00%)
Propertest Frequency class 'mips_08_19': 23/3463 (0.66%)
New (unknown) data (2239 items):
------------------
Rule 218
b > 0.02
c.1.12 <= 1.9e-12
-> class mips_08_19 "cellular import"
Evaluation on training data (4488 items):
at_At1g20860 mips_01_04_07 "putative inorganic phosphate transporter protein"
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_67
mips_67_04_07
mips_67_07
at_At2g43180 - mips_02 "putative carboxyphosphonoenolpyruvate mutase"
mips_01_05_01
mips_01_20
mips_02_01
mips_02_22
at_At3g21720 - mips_02_01 "putative isocitrate lyase"
mips_02_22
at_At4g15530 mips_01_04_07 "pyruvate,orthophosphate dikinase"
mips_01_05_07
mips_02_01
mips_02_30
mips_02_99
mips_06_07_03
mips_08_19
mips_63_19_03
mips_67_07
mips_67_07_01
at_At5g43350 mips_01_05_07 "phosphate transporter (gb|AAB17265.1)"
mips_08_19
mips_67_04_07
mips_67_07
Training Accuracy: 3/5 (60.00%)
Training Frequency class 'mips_08_19': 39/4488 (0.87%)
Evaluation on validation data (2239 items):
at_At1g21440 - mips_02_01 "hypothetical protein"
mips_02_22
at_At1g76430 mips_01_05_04 "putative phosphate transporter"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_67_07
at_At2g32830 mips_01_04_07 "putative phosphate transporter"
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_13_11_03
mips_13_11_03_01
mips_67_04
mips_67_04_07
mips_67_07
at_At2g38940 mips_01_04 "phosphate transporter (AtPT2)"
mips_01_04_07
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_67_04
mips_67_04_07
mips_67_07
at_At2g46110 - mips_01_07_01 "3-methyl-2-oxobutanoate hydroxy-methyl-transferase"
at_At3g54700 mips_01 "phosphate transport protein"
mips_01_04_07
mips_01_05
mips_01_05_07
mips_08_19
mips_13
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_40
mips_67
mips_67_04_07
mips_67_07
at_At5g43340 mips_01_04 "inorganic phosphate transporter (dbj|BAA34390.1)"
mips_01_04_07
mips_01_05_07
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_67_04
mips_67_04_07
mips_67_07
at_At5g43360 mips_01_04 "inorganic phosphate transporter (dbj|BAA24281.1)"
mips_01_04_07
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_67_04
mips_67_04_07
mips_67_07
Validation Accuracy: 6/8 (75.00%)
Validation Frequency class 'mips_08_19': 31/2239 (1.38%)
Evaluation on propertest data (3463 items):
at_At1g77060 - mips_02_01 "carboxyphosphonoenolpyruvate mutase like protein"
mips_02_22
at_At3g61530 - mips_01_07 "3-methyl-2-oxobutanoate hydroxy-methyl-transferase-like protein"
mips_01_07_01
mips_30_01
at_At5g43370 mips_01_04_07 "inorganic phosphate transporter (dbj|BAA24282.1)"
mips_01_05_07
mips_08_19
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_67_04_07
mips_67_07
Propertest Accuracy: 1/3 (33.33%)
Propertest Frequency class 'mips_08_19': 23/3463 (0.66%)
New (unknown) data (2239 items):
at_At3g14940 - no entry null
at_At2g42600 - no entry null
at_At4g10750 - no entry null
at_At1g53310 - no entry null
at_At1g68750 - no entry null
at_At4g24080 - no entry null
------------------
Rule 1264
c.45.1 > 1.1e-06
c.62 > 0.015
d.109 <= 4.3e-21
-> class mips_08_19 "cellular import"
Evaluation on training data (4488 items):
at_At2g31200 - mips_03 "actin depolymerizing factor 6 (ADF6)"
mips_03_03
mips_03_03_05
mips_03_03_05_03
mips_06_04
mips_08_22
mips_08_22_02
mips_10_01
mips_30
mips_30_04
mips_30_04_03
mips_40_04
mips_63_01
at_At4g00680 mips_08_19 "putative actin-depolymerizing factor"
mips_14_04_03
mips_14_04_03_01
at_At4g30160 - mips_25_05_13 "putative villin"
mips_30_04
mips_33_03_13
mips_35_03_17
mips_40_04
mips_63_07
at_At5g52360 mips_06_10 "actin depolymerizing factor-like"
mips_08_19
mips_14_04_03_01
at_At5g59890 mips_08_19 "actin depolymerizing factor 4 - like protein"
mips_14_04_03
mips_14_04_03_01
Training Accuracy: 3/5 (60.00%)
Training Frequency class 'mips_08_19': 39/4488 (0.87%)
Evaluation on validation data (2239 items):
at_At1g01750 mips_08_19 "actin depolymerizing factor like protein"
mips_14_04_03
mips_14_04_03_01
at_At2g16700 mips_06_07_03 "actin depolymerizing factor 5 (ADF5)"
mips_08_19
mips_14_04_03
mips_14_04_03_01
at_At3g45990 mips_08_19 "actin depolymerising like protein"
mips_14_04_03
mips_14_04_03_01
at_At3g46010 mips_06_10 "actin depolymerizing factor 1 (ADF1)"
mips_08_19
mips_14_04
mips_14_04_03_01
mips_40_04
at_At4g34970 mips_06_10 "actin depolymerizing factor - like protein"
mips_08_19
mips_14_04_03
mips_14_04_03_01
mips_30_01
mips_30_04
at_At5g57320 - mips_30_04_03 "villin"
mips_33_03_13
mips_40_04_03
at_At5g59880 - mips_04 "actin depolymerizing factor 3 - like protein"
mips_10
mips_30
mips_40_04
mips_40_10
mips_63_01
Validation Accuracy: 5/7 (71.43%)
Validation Frequency class 'mips_08_19': 31/2239 (1.38%)
Evaluation on propertest data (3463 items):
at_At3g46000 mips_08_19 "actin depolymerizing factor 2 (ADF2)"
mips_14_04_03
mips_14_04_03_01
at_At3g57410 - mips_25_05_13 "villin 3"
mips_30_04
mips_30_04_03
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_04
mips_40_04_03
mips_63_07
at_At4g25590 mips_08_19 "actin depolymerizing factor - like protein"
mips_14_04_03
mips_14_04_03_01
Propertest Accuracy: 2/3 (66.67%)
Propertest Frequency class 'mips_08_19': 23/3463 (0.66%)
New (unknown) data (2239 items):
------------------
Rule 27
a.52.1 <= 3e-10
-> class mips_67_13 "lipid transporters"
Evaluation on training data (4488 items):
at_At1g55260 mips_08_16 "unknown protein"
mips_08_99
mips_67_13
at_At1g73890 mips_08_16 "predicted GPI-anchored protein"
mips_08_99
mips_67
mips_67_13
at_At2g18370 mips_01 "putative lipid transfer protein"
mips_01_06
mips_01_06_13
mips_08
mips_08_16
mips_30
mips_30_02
mips_67
mips_67_13
at_At2g27130 mips_08_16 "predicted GPI-anchored protein"
mips_08_99
mips_67_13
at_At2g38540 mips_01_06_13 "putative nonspecific lipid-transfer protein"
mips_08_16
mips_30_02
mips_67_13
at_At2g44290 mips_08_16 "non-specific lipid transfer protein (nLTP) like protein"
mips_08_99
mips_67_13
at_At2g44300 mips_01_06_13 "predicted GPI-anchored protein"
mips_08_16
mips_08_99
mips_30_02
mips_67_13
at_At2g48130 mips_08_16 "predicted GPI-anchored protein"
mips_08_99
mips_67_13
at_At3g08770 mips_01_06 "putative nonspecific lipid-transfer protein"
mips_01_06_13
mips_08_16
mips_30_02
mips_67_13
at_At4g08530 mips_67_13 "putative lipid transfer protein"
at_At4g08670 mips_01_06_13 "lipid transfer protein - like predicted GPI-anchored protein"
mips_08_16
mips_08_99
mips_30_02
mips_67_13
at_At4g15160 - mips_06_13_01 "cell wall protein like"
mips_06_13_01_01
at_At4g22610 - mips_30_01 "unknown protein"
at_At5g09370 mips_01_06 "putative lipid transfer protein, predicted GPI-anchored protein"
mips_01_06_13
mips_08
mips_08_16
mips_08_99
mips_30
mips_30_02
mips_40_02
mips_67
mips_67_13
at_At5g59310 mips_01_06_13 "nonspecific lipid-transfer protein precursor - like"
mips_08_16
mips_30_02
mips_67_13
at_At5g64080 mips_08_16 "predicted GPI-anchored protein"
mips_08_99
mips_67_13
Training Accuracy: 14/16 (87.50%)
Training Frequency class 'mips_67_13': 46/4488 (1.02%)
Evaluation on validation data (2239 items):
at_At1g12100 - mips_30_01 "hybrid proline-rich protein, putative"
at_At2g38530 mips_01_06_13 "putative nonspecific lipid-transfer protein"
mips_08_16
mips_30_02
mips_67_13
at_At3g22120 - mips_10_05 "unknown protein"
mips_20
mips_20_25
mips_20_25_16
at_At3g51590 mips_01_06_13 "lipid transfer protein-like protein"
mips_08_16
mips_30_02
mips_67_13
at_At3g51600 mips_01_06_13 "non-specific lipid transfer protein"
mips_08_16
mips_30_02
mips_67_13
at_At4g12530 - mips_30 "AIR1A-like protein"
mips_30_01
at_At5g59320 mips_01_06 "nonspecific lipid-transfer protein precursor - like"
mips_01_06_13
mips_08
mips_08_16
mips_30_02
mips_67_13
Validation Accuracy: 4/7 (57.14%)
Validation Frequency class 'mips_67_13': 16/2239 (0.71%)
Evaluation on propertest data (3463 items):
at_At1g27950 mips_08_16 "unknown protein"
mips_08_99
mips_67
mips_67_13
at_At1g62500 - mips_10_01_09 "putative proline-rich cell wall protein (pir|IS52985); similar to ESTs gb|AI239404, gb|R89984, and emb|Z17709"
mips_10_01_09_03
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_63_07
mips_63_17
mips_63_17_01
at_At1g73550 mips_08 ""
mips_08_99
mips_67_13
at_At2g10940 - mips_20_25_16 "unknown protein"
at_At2g15050 mips_01_06_13 "putative lipid transfer protein"
mips_08_16
mips_30_02
mips_67_13
at_At3g22600 mips_01_06_13 "predicted GPI-anchored protein"
mips_08_16
mips_08_99
mips_30_02
mips_67_13
at_At3g43720 mips_08_16 "lipid-transfer protein-like, predicted GPI-anchored protein"
mips_08_99
mips_67_13
at_At3g58550 mips_08_16 "predicted GPI-anchored protein"
mips_08_99
mips_67_13
at_At4g12360 mips_01_06_13 "predicted GPI-anchored protein"
mips_08_16
mips_08_99
mips_30_02
mips_67_13
at_At5g01870 mips_01_06_13 "lipid-transfer protein-like"
mips_08_16
mips_30_02
mips_67_13
Propertest Accuracy: 8/10 (80.00%)
Propertest Frequency class 'mips_67_13': 27/3463 (0.78%)
New (unknown) data (2239 items):
at_At1g48750 - no entry null
at_At1g70240 - no entry null
at_At2g48140 - no entry null
at_At3g07450 - no entry null
at_At3g52130 - no entry null
at_At3g53980 - no entry null
at_At4g12520 - no entry null
at_At4g12550 - no entry null
at_At4g27160 - mips_65 "NWMU3 - 2S albumin 3 precursor"
at_At4g27170 - mips_65 "NWMU4 - 2S albumin 4 precursor"
at_At5g05960 - no entry null
at_At5g38160 - no entry null
at_At5g46890 - no entry null
at_At5g56480 - no entry null
at_At1g12090 - no entry null
at_At1g18280 - no entry null
at_At1g32280 - no entry null
at_At1g36150 - no entry null
at_At1g62510 - no entry null
at_At1g64240 - no entry null
at_At1g66850 - no entry null
at_At1g73560 - no entry null
at_At1g73780 - mips_08 "putative lipid transfer protein"
at_At2g37870 - no entry null
at_At2g45180 - no entry null
at_At3g57310 - mips_08 "putative protein"
mips_99
at_At4g12480 - no entry null
at_At4g12510 - no entry null
at_At4g22460 - no entry null
at_At4g22470 - no entry null
at_At4g22490 - no entry null
at_At4g22520 - no entry null
at_At4g30880 - no entry null
at_At4g33550 - no entry null
at_At5g38180 - no entry null
at_At5g46900 - no entry null
at_At5g48490 - no entry null
at_At5g55410 - no entry null
at_At5g55450 - no entry null
at_At5g55460 - no entry null
at_At5g62080 - mips_65 "A9 protein precursor - like"
mips_98
at_At1g62790 - no entry null
at_At3g18280 - no entry null
at_At3g22570 - no entry null
at_At3g22580 - no entry null
at_At4g12470 - no entry null
at_At4g12490 - no entry null
at_At4g12500 - no entry null
at_At4g27140 - mips_65 "NWMU1 - 2S albumin 1 precursor"
at_At4g27150 - mips_65 "NWMU2 - 2S albumin 2 precursor"
at_At5g07230 - mips_65 "A9"
at_At5g13900 - no entry null
at_At5g38170 - no entry null
at_At5g52160 - mips_65 "unknown protein"
at_At5g54740 - mips_65 "2S storage protein-like"
------------------
Rule 25
a.52.1 <= 3e-10
-> class mips_08_16 "extracellular transport, exocytosis and secretion"
Evaluation on training data (4488 items):
at_At1g55260 mips_08_16 "unknown protein"
mips_08_99
mips_67_13
at_At1g73890 mips_08_16 "predicted GPI-anchored protein"
mips_08_99
mips_67
mips_67_13
at_At2g18370 mips_01 "putative lipid transfer protein"
mips_01_06
mips_01_06_13
mips_08
mips_08_16
mips_30
mips_30_02
mips_67
mips_67_13
at_At2g27130 mips_08_16 "predicted GPI-anchored protein"
mips_08_99
mips_67_13
at_At2g38540 mips_01_06_13 "putative nonspecific lipid-transfer protein"
mips_08_16
mips_30_02
mips_67_13
at_At2g44290 mips_08_16 "non-specific lipid transfer protein (nLTP) like protein"
mips_08_99
mips_67_13
at_At2g44300 mips_01_06_13 "predicted GPI-anchored protein"
mips_08_16
mips_08_99
mips_30_02
mips_67_13
at_At2g48130 mips_08_16 "predicted GPI-anchored protein"
mips_08_99
mips_67_13
at_At3g08770 mips_01_06 "putative nonspecific lipid-transfer protein"
mips_01_06_13
mips_08_16
mips_30_02
mips_67_13
at_At4g08530 - mips_67_13 "putative lipid transfer protein"
at_At4g08670 mips_01_06_13 "lipid transfer protein - like predicted GPI-anchored protein"
mips_08_16
mips_08_99
mips_30_02
mips_67_13
at_At4g15160 - mips_06_13_01 "cell wall protein like"
mips_06_13_01_01
at_At4g22610 - mips_30_01 "unknown protein"
at_At5g09370 mips_01_06 "putative lipid transfer protein, predicted GPI-anchored protein"
mips_01_06_13
mips_08
mips_08_16
mips_08_99
mips_30
mips_30_02
mips_40_02
mips_67
mips_67_13
at_At5g59310 mips_01_06_13 "nonspecific lipid-transfer protein precursor - like"
mips_08_16
mips_30_02
mips_67_13
at_At5g64080 mips_08_16 "predicted GPI-anchored protein"
mips_08_99
mips_67_13
Training Accuracy: 13/16 (81.25%)
Training Frequency class 'mips_08_16': 75/4488 (1.67%)
Evaluation on validation data (2239 items):
at_At1g12100 - mips_30_01 "hybrid proline-rich protein, putative"
at_At2g38530 mips_01_06_13 "putative nonspecific lipid-transfer protein"
mips_08_16
mips_30_02
mips_67_13
at_At3g22120 - mips_10_05 "unknown protein"
mips_20
mips_20_25
mips_20_25_16
at_At3g51590 mips_01_06_13 "lipid transfer protein-like protein"
mips_08_16
mips_30_02
mips_67_13
at_At3g51600 mips_01_06_13 "non-specific lipid transfer protein"
mips_08_16
mips_30_02
mips_67_13
at_At4g12530 - mips_30 "AIR1A-like protein"
mips_30_01
at_At5g59320 mips_01_06 "nonspecific lipid-transfer protein precursor - like"
mips_01_06_13
mips_08
mips_08_16
mips_30_02
mips_67_13
Validation Accuracy: 4/7 (57.14%)
Validation Frequency class 'mips_08_16': 27/2239 (1.21%)
Evaluation on propertest data (3463 items):
at_At1g27950 mips_08_16 "unknown protein"
mips_08_99
mips_67
mips_67_13
at_At1g62500 - mips_10_01_09 "putative proline-rich cell wall protein (pir|IS52985); similar to ESTs gb|AI239404, gb|R89984, and emb|Z17709"
mips_10_01_09_03
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_63_07
mips_63_17
mips_63_17_01
at_At1g73550 - mips_08 ""
mips_08_99
mips_67_13
at_At2g10940 - mips_20_25_16 "unknown protein"
at_At2g15050 mips_01_06_13 "putative lipid transfer protein"
mips_08_16
mips_30_02
mips_67_13
at_At3g22600 mips_01_06_13 "predicted GPI-anchored protein"
mips_08_16
mips_08_99
mips_30_02
mips_67_13
at_At3g43720 mips_08_16 "lipid-transfer protein-like, predicted GPI-anchored protein"
mips_08_99
mips_67_13
at_At3g58550 mips_08_16 "predicted GPI-anchored protein"
mips_08_99
mips_67_13
at_At4g12360 mips_01_06_13 "predicted GPI-anchored protein"
mips_08_16
mips_08_99
mips_30_02
mips_67_13
at_At5g01870 mips_01_06_13 "lipid-transfer protein-like"
mips_08_16
mips_30_02
mips_67_13
Propertest Accuracy: 7/10 (70.00%)
Propertest Frequency class 'mips_08_16': 44/3463 (1.27%)
New (unknown) data (2239 items):
at_At1g48750 - no entry null
at_At1g70240 - no entry null
at_At2g48140 - no entry null
at_At3g07450 - no entry null
at_At3g52130 - no entry null
at_At3g53980 - no entry null
at_At4g12520 - no entry null
at_At4g12550 - no entry null
at_At4g27160 - mips_65 "NWMU3 - 2S albumin 3 precursor"
at_At4g27170 - mips_65 "NWMU4 - 2S albumin 4 precursor"
at_At5g05960 - no entry null
at_At5g38160 - no entry null
at_At5g46890 - no entry null
at_At5g56480 - no entry null
at_At1g12090 - no entry null
at_At1g18280 - no entry null
at_At1g32280 - no entry null
at_At1g36150 - no entry null
at_At1g62510 - no entry null
at_At1g64240 - no entry null
at_At1g66850 - no entry null
at_At1g73560 - no entry null
at_At1g73780 - mips_08 "putative lipid transfer protein"
at_At2g37870 - no entry null
at_At2g45180 - no entry null
at_At3g57310 - mips_08 "putative protein"
mips_99
at_At4g12480 - no entry null
at_At4g12510 - no entry null
at_At4g22460 - no entry null
at_At4g22470 - no entry null
at_At4g22490 - no entry null
at_At4g22520 - no entry null
at_At4g30880 - no entry null
at_At4g33550 - no entry null
at_At5g38180 - no entry null
at_At5g46900 - no entry null
at_At5g48490 - no entry null
at_At5g55410 - no entry null
at_At5g55450 - no entry null
at_At5g55460 - no entry null
at_At5g62080 - mips_65 "A9 protein precursor - like"
mips_98
at_At1g62790 - no entry null
at_At3g18280 - no entry null
at_At3g22570 - no entry null
at_At3g22580 - no entry null
at_At4g12470 - no entry null
at_At4g12490 - no entry null
at_At4g12500 - no entry null
at_At4g27140 - mips_65 "NWMU1 - 2S albumin 1 precursor"
at_At4g27150 - mips_65 "NWMU2 - 2S albumin 2 precursor"
at_At5g07230 - mips_65 "A9"
at_At5g13900 - no entry null
at_At5g38170 - no entry null
at_At5g52160 - mips_65 "unknown protein"
at_At5g54740 - mips_65 "2S storage protein-like"
------------------
Rule 1294
b.80.1 > 0.00074
b.87 <= 5.4e-18
-> class mips_08_16 "extracellular transport, exocytosis and secretion"
Evaluation on training data (4488 items):
at_At1g06870 mips_06_07_11 "chloroplast thylakoidal processing peptidase like protein"
mips_08_16
mips_08_16_05
mips_40_01
mips_40_30
at_At2g31140 mips_03_01_05 "hypothetical protein"
mips_03_01_05_01
mips_06_07_11
mips_08_16
mips_08_16_05
mips_30_16
at_At3g15710 mips_06_07_11 "putative signal peptidase 21kDa subunit"
mips_08_16
mips_08_16_05
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_08_16': 75/4488 (1.67%)
Evaluation on validation data (2239 items):
at_At1g06200 mips_03_01_05 "Unknown protein (At1g06200; F9P14.6)"
mips_03_01_05_01
mips_06
mips_06_07_11
mips_06_13
mips_08_16
mips_08_16_05
mips_30_16
at_At1g52600 mips_06_07_11 "unknown protein"
mips_08_16
mips_08_16_05
at_At2g30440 mips_06_04 "putative signal peptidase I"
mips_06_07
mips_06_07_11
mips_08
mips_08_16
mips_08_16_05
mips_30_16
mips_40_02
mips_40_16
mips_40_30
at_At3g08980 mips_03_01 "putative mitochondrial inner membrane protease subunit 2"
mips_03_01_05
mips_03_01_05_01
mips_06_04
mips_06_07
mips_06_07_11
mips_06_13
mips_08
mips_08_16
mips_08_16_05
mips_40_02
mips_40_16
mips_40_30
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_08_16': 27/2239 (1.21%)
Evaluation on propertest data (3463 items):
at_At1g29960 mips_03 "hypothetical protein"
mips_03_01
mips_03_01_05
mips_06_04
mips_06_07_11
mips_06_13
mips_08_16
mips_08_16_05
mips_30
mips_30_16
at_At1g53530 mips_03_01_05 "hypothetical protein"
mips_06_07_11
mips_08_16
mips_08_16_05
mips_30_16
at_At3g24590 mips_06_07_11 "chloroplast thylakoidal processing peptidase, putative"
mips_08_16
mips_08_16_05
mips_30_16
mips_40_30
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'mips_08_16': 44/3463 (1.27%)
New (unknown) data (2239 items):
------------------
Rule 568
d.20.1 <= 4.8e-06
-> class mips_06_07 "protein modification"
Evaluation on training data (4488 items):
at_At1g17280 mips_06_07_05 "putative ubiquitin-conjugating enzyme"
mips_06_13_01
mips_14_04_03
mips_14_04_03_03
mips_30_10
at_At1g70660 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g16740 mips_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At2g16920 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At2g33770 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g08690 mips_03_03_01_01 "putative ubiquitin conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g13550 mips_03_03_01_01 "ubiquitin-conjugating enzyme COP10 (COP10)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g20060 mips_03_03_01_01 "ubiquitin-conjugating enzyme, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At3g55380 mips_03_03_02 "ubiquitin-conjugating enzyme UBC3"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At4g36410 mips_06_07_05 "ubiquitin-conjugating enzyme"
mips_08_05
at_At4g36800 mips_03 "ubiquitin-protein ligase like protein"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13
mips_30
at_At5g05080 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g42990 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g50870 mips_06_07 "ubiquitin-conjugating enzyme-like protein"
mips_06_07_05
mips_06_13
mips_06_13_01
mips_08
mips_08_13
mips_11_01
mips_14_01
mips_14_04_03
mips_14_04_03_03
mips_14_04_03_05
at_At5g53300 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 10 (ubiquitin-protein ligase 10) (ubiquitin carrier protein 10) (sp|P35133)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g56150 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
Training Accuracy: 16/16 (100.00%)
Training Frequency class 'mips_06_07': 315/4488 (7.02%)
Evaluation on validation data (2239 items):
at_At1g14400 mips_03_03_02 "unknown protein"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
at_At1g45050 mips_03_03_01_01 "similar to ubiquitin-conjugating enzyme 15 gb|AAC39324.1; similar to ESTs emb|Z47633.1, gb|L47909.1, gb|T42291.1"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g63800 mips_03_03_02 "putative ubiquitin-conjugating enzyme"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_14_04_03_03
mips_14_04_03_05
at_At1g64230 mips_03_03 "ubiquitin-conjugating enzyme, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At1g75440 mips_03_01_05_01 "ubiquitin-conjugating enzyme 16, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At2g18600 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g32790 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g46030 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_04_03
mips_14_04_03_03
mips_30_10
at_At3g08700 mips_03_03_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07_05
mips_30_10
at_At3g12400 mips_02 "unknown protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_06_07
mips_06_13
mips_06_13_04
mips_08
mips_08_13
mips_63_01
mips_63_03
at_At5g13860 mips_02 "putative protein"
mips_01_05_01
mips_01_05_01_01
mips_06_07
mips_06_13
mips_06_13_04
mips_08
mips_08_13
at_At5g41340 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-21 kD 1 (ubiquitin-protein ligase 4) (ubiquitin carrier protein 4) (sp|P42748)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_08_13
mips_14_04_03
mips_14_04_03_03
mips_14_04_03_05
mips_30_10
Validation Accuracy: 12/12 (100.00%)
Validation Frequency class 'mips_06_07': 170/2239 (7.59%)
Evaluation on propertest data (3463 items):
at_At1g16890 mips_03 "unknown protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At1g23260 mips_03_03_01_01 "similar to DNA binding protein (At1g23260)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g36340 mips_03 "putative ubiquitin conjugating enzyme"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40
mips_40_03
at_At1g50490 mips_03_03_01_01 "cyclin-specific ubiquitin carrier protein, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g78870 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g02760 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g36060 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g15355 mips_03_03_01_01 "ubiquitin-conjugating like enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g17000 mips_03_03_04 "ubiquitin conjugating enzyme, putative"
mips_03_03_04_07
mips_06_07_05
at_At3g46460 mips_03_03 "ubiquitin conjugating enzyme E2 (UBC13)"
mips_03_03_02
mips_06_07_05
mips_06_13
mips_06_13_01
mips_14_04_03
mips_14_04_03_03
mips_48
mips_62_01_07
at_At3g52560 mips_06_07_05 "putative DNA-binding protein"
mips_06_13_01
mips_08_13
mips_14_04_03_03
mips_14_04_03_05
at_At3g57870 mips_03_03_01_01 "E2 ubiquitin-conjugating-like enzyme Ahus5"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At4g27960 mips_03_03_01_01 "ubiquitin-protein ligase UBC9"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g25760 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g41700 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 8 (ubiquitin-protein ligase 8) (ubiquitin carrier protein 8) (sp|P35131)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g50430 mips_03_03 "ubiquitin conjugating enzyme-like protein"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At5g59300 mips_03_03_02 "ubiquitin-conjugating enzyme - like"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At5g62540 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kd 3 (ubiquitin-protein ligase 3) (ubiquitin carrier protein 3)-like protein (sp|P42746)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
Propertest Accuracy: 18/18 (100.00%)
Propertest Frequency class 'mips_06_07': 271/3463 (7.83%)
New (unknown) data (2239 items):
at_At1g27530 - no entry null
at_At1g53020 - no entry null
------------------
Rule 1293
b.80.1 > 0.00074
b.87 <= 5.4e-18
-> class mips_06_07 "protein modification"
Evaluation on training data (4488 items):
at_At1g06870 mips_06_07_11 "chloroplast thylakoidal processing peptidase like protein"
mips_08_16
mips_08_16_05
mips_40_01
mips_40_30
at_At2g31140 mips_03_01_05 "hypothetical protein"
mips_03_01_05_01
mips_06_07_11
mips_08_16
mips_08_16_05
mips_30_16
at_At3g15710 mips_06_07_11 "putative signal peptidase 21kDa subunit"
mips_08_16
mips_08_16_05
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'mips_06_07': 315/4488 (7.02%)
Evaluation on validation data (2239 items):
at_At1g06200 mips_03_01_05 "Unknown protein (At1g06200; F9P14.6)"
mips_03_01_05_01
mips_06
mips_06_07_11
mips_06_13
mips_08_16
mips_08_16_05
mips_30_16
at_At1g52600 mips_06_07_11 "unknown protein"
mips_08_16
mips_08_16_05
at_At2g30440 mips_06_04 "putative signal peptidase I"
mips_06_07
mips_06_07_11
mips_08
mips_08_16
mips_08_16_05
mips_30_16
mips_40_02
mips_40_16
mips_40_30
at_At3g08980 mips_03_01 "putative mitochondrial inner membrane protease subunit 2"
mips_03_01_05
mips_03_01_05_01
mips_06_04
mips_06_07
mips_06_07_11
mips_06_13
mips_08
mips_08_16
mips_08_16_05
mips_40_02
mips_40_16
mips_40_30
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_06_07': 170/2239 (7.59%)
Evaluation on propertest data (3463 items):
at_At1g29960 mips_03 "hypothetical protein"
mips_03_01
mips_03_01_05
mips_06_04
mips_06_07_11
mips_06_13
mips_08_16
mips_08_16_05
mips_30
mips_30_16
at_At1g53530 mips_03_01_05 "hypothetical protein"
mips_06_07_11
mips_08_16
mips_08_16_05
mips_30_16
at_At3g24590 mips_06_07_11 "chloroplast thylakoidal processing peptidase, putative"
mips_08_16
mips_08_16_05
mips_30_16
mips_40_30
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'mips_06_07': 271/3463 (7.83%)
New (unknown) data (2239 items):
------------------
Rule 267
f.19.1 <= 1.6e-34
-> class mips_33_03 "animal cell type differentiation"
Evaluation on training data (4488 items):
at_At2g16850 mips_25_05_13 "putative aquaporin (plasma membrane intrinsic protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At2g25810 mips_13_01 "putative aquaporin (tonoplast intrinsic protein)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g54820 mips_33_03_13 "aquaporin/MIP - like protein"
mips_35_03_17
mips_67_99
at_At4g01470 mips_13 "putative water channel protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At4g17340 mips_08 "membrane channel like protein"
mips_13_01
mips_20
mips_20_25
mips_20_25_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
at_At4g23400 mips_20 "water channel - like protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_99
at_At5g18290 - mips_13_01 "putative protein"
mips_20_25
mips_20_25_99
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
Training Accuracy: 6/7 (85.71%)
Training Frequency class 'mips_33_03': 141/4488 (3.14%)
Evaluation on validation data (2239 items):
at_At1g73190 - mips_13_01 "tonoplast intrinsic protein, alpha (alpha-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_20_25_99
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g34390 mips_20 "putative aquaporin (plasma membrane intrinsic protein)"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_01
mips_67_99
mips_98
at_At2g45960 mips_25_05_13 "aquaporin (plasma membrane intrinsic protein 1B)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At3g16240 mips_13_01 "delta tonoplast integral protein (delta-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g26520 mips_13_01 "salt-stress induced tonoplast intrinsic protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g47440 mips_13_01 "aquaporin-like protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g53420 mips_20 "plasma membrane intrinsic protein 2a"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_99
mips_98
mips_99
at_At3g61430 mips_25_05_13 "plasma membrane intrinsic protein 1a"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At4g00430 mips_25_05_13 "transmembrane protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At4g10380 mips_33_03_13 "major intrinsic protein (MIP) - like"
mips_35_03_17
mips_67_99
at_At4g18910 - mips_25_05 "major intrinsic protein (MIP)- like"
mips_67
mips_67_01
mips_67_99
at_At5g37820 mips_25_05_13 "Membrane integral protein (MIP) -like"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At5g60660 mips_25_05_13 "mipC protein - like (aquaporin)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
Validation Accuracy: 11/13 (84.62%)
Validation Frequency class 'mips_33_03': 75/2239 (3.35%)
Evaluation on propertest data (3463 items):
at_At1g01620 mips_25_05_13 "putative protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At1g17810 - mips_13_01_01 "putative protein"
mips_13_01_01_99
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At1g80760 mips_25_05_13 "nodulin-like protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_99
at_At2g36830 mips_13_01 "putative aquaporin (tonoplast intrinsic protein gamma)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g39010 mips_25_05_13 "putative aquaporin (water channel protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_99
at_At3g56950 mips_08 "unknown protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_20
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_01
mips_67_99
at_At4g19030 - mips_67_99 "nodulin-26 like protein"
at_At5g37810 mips_25_05 "Membrane integral protein (MIP) -like"
mips_33_03_13
mips_35_03_17
mips_67
mips_67_01
mips_67_99
at_At5g47450 mips_13_01 "membrane channel protein-like; aquaporin (tonoplast intrinsic protein)-like"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
Propertest Accuracy: 7/9 (77.78%)
Propertest Frequency class 'mips_33_03': 110/3463 (3.18%)
New (unknown) data (2239 items):
at_At4g35100 - no entry null
------------------
Rule 1428
b.47.1 <= 0.00048
-> class mips_33_03 "animal cell type differentiation"
Evaluation on training data (4488 items):
at_At1g66510 - mips_04_05_05_01 "putative protein"
at_At2g47940 mips_06_07_11 "DegP2 protease (DEGP2)"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g16540 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40560 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
Training Accuracy: 3/4 (75.00%)
Training Frequency class 'mips_33_03': 141/4488 (3.14%)
Evaluation on validation data (2239 items):
at_At3g16550 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g36950 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g39830 mips_06_07_11 "DegP protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_33_03': 75/2239 (3.35%)
Evaluation on propertest data (3463 items):
at_At1g51150 mips_06_07_11 "hypothetical protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At1g65630 - mips_06_01 "serine protease DO, putative"
mips_06_07
mips_06_07_11
mips_06_13
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_11_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_05
mips_40_07
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g65640 mips_06_07_11 "serine protease DO, putative"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g27925 mips_06_07_11 "DegP protease precursor, 5' partial"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
at_At5g27660 mips_06_07_11 "serine protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40200 mips_06 "putative serine protease (MSN9.10)"
mips_06_07
mips_06_07_11
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
mips_63
mips_63_01
Propertest Accuracy: 5/6 (83.33%)
Propertest Frequency class 'mips_33_03': 110/3463 (3.18%)
New (unknown) data (2239 items):
at_At1g28320 - no entry null
at_At4g18370 - no entry null
------------------
Rule 268
f.19.1 <= 1.6e-34
-> class mips_35_03 "animal tissue"
Evaluation on training data (4488 items):
at_At2g16850 mips_25_05_13 "putative aquaporin (plasma membrane intrinsic protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At2g25810 mips_13_01 "putative aquaporin (tonoplast intrinsic protein)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g54820 mips_33_03_13 "aquaporin/MIP - like protein"
mips_35_03_17
mips_67_99
at_At4g01470 mips_13 "putative water channel protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At4g17340 mips_08 "membrane channel like protein"
mips_13_01
mips_20
mips_20_25
mips_20_25_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
at_At4g23400 mips_20 "water channel - like protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_99
at_At5g18290 - mips_13_01 "putative protein"
mips_20_25
mips_20_25_99
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
Training Accuracy: 6/7 (85.71%)
Training Frequency class 'mips_35_03': 140/4488 (3.12%)
Evaluation on validation data (2239 items):
at_At1g73190 - mips_13_01 "tonoplast intrinsic protein, alpha (alpha-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_20_25_99
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g34390 mips_20 "putative aquaporin (plasma membrane intrinsic protein)"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_01
mips_67_99
mips_98
at_At2g45960 mips_25_05_13 "aquaporin (plasma membrane intrinsic protein 1B)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At3g16240 mips_13_01 "delta tonoplast integral protein (delta-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g26520 mips_13_01 "salt-stress induced tonoplast intrinsic protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g47440 mips_13_01 "aquaporin-like protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g53420 mips_20 "plasma membrane intrinsic protein 2a"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_99
mips_98
mips_99
at_At3g61430 mips_25_05_13 "plasma membrane intrinsic protein 1a"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At4g00430 mips_25_05_13 "transmembrane protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At4g10380 mips_33_03_13 "major intrinsic protein (MIP) - like"
mips_35_03_17
mips_67_99
at_At4g18910 - mips_25_05 "major intrinsic protein (MIP)- like"
mips_67
mips_67_01
mips_67_99
at_At5g37820 mips_25_05_13 "Membrane integral protein (MIP) -like"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At5g60660 mips_25_05_13 "mipC protein - like (aquaporin)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
Validation Accuracy: 11/13 (84.62%)
Validation Frequency class 'mips_35_03': 73/2239 (3.26%)
Evaluation on propertest data (3463 items):
at_At1g01620 mips_25_05_13 "putative protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At1g17810 - mips_13_01_01 "putative protein"
mips_13_01_01_99
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At1g80760 mips_25_05_13 "nodulin-like protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_99
at_At2g36830 mips_13_01 "putative aquaporin (tonoplast intrinsic protein gamma)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g39010 mips_25_05_13 "putative aquaporin (water channel protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_99
at_At3g56950 mips_08 "unknown protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_20
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_01
mips_67_99
at_At4g19030 - mips_67_99 "nodulin-26 like protein"
at_At5g37810 mips_25_05 "Membrane integral protein (MIP) -like"
mips_33_03_13
mips_35_03_17
mips_67
mips_67_01
mips_67_99
at_At5g47450 mips_13_01 "membrane channel protein-like; aquaporin (tonoplast intrinsic protein)-like"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
Propertest Accuracy: 7/9 (77.78%)
Propertest Frequency class 'mips_35_03': 130/3463 (3.75%)
New (unknown) data (2239 items):
at_At4g35100 - no entry null
------------------
Rule 135
a.118.10 <= 5.19994e-41
-> class mips_13_03 "membrane excitability"
Evaluation on training data (4488 items):
at_At1g03050 mips_08_19 "putative protein destination factor"
mips_13_03
mips_13_03_01
mips_40_09
mips_63_07
at_At1g14910 mips_05 "unknown protein"
mips_06_04
mips_06_10
mips_08
mips_08_19
mips_13_03
mips_13_03_01
mips_14_01
mips_40_02
mips_40_04
mips_40_09
mips_63_07
at_At1g33340 mips_08_19 "unknown protein"
mips_13_03
mips_13_03_01
mips_40_09
mips_63_07
at_At1g68110 - mips_08_19 "putative protein"
mips_40_09
at_At2g01920 mips_08_07 "hypothetical protein"
mips_08_07_22
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_13_03_99
mips_30_08
mips_40_09
at_At2g43160 mips_08_07_22 "putative clathrin binding protein (epsin)"
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_13_03_99
mips_14_01
mips_14_01_05
mips_14_01_05_01
mips_30_08
mips_33_03_11
mips_40_09
mips_45
mips_45_03
mips_45_03_09
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At4g02650 mips_06_10 "predicted protein destination factor"
mips_08_19
mips_13_03
mips_13_03_01
mips_14_01
mips_40_09
mips_63_07
at_At4g40080 mips_05 "unknown protein"
mips_06_04
mips_06_10
mips_08
mips_08_19
mips_13_03
mips_13_03_01
mips_40_02
mips_40_09
at_At5g57200 mips_01_03 "putative protein"
mips_01_03_16
mips_06_10
mips_08_19
mips_13_03
mips_13_03_01
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_40_09
Training Accuracy: 8/9 (88.89%)
Training Frequency class 'mips_13_03': 112/4488 (2.50%)
Evaluation on validation data (2239 items):
at_At2g01600 mips_01_03 "unknown protein"
mips_01_03_16
mips_06_10
mips_08_19
mips_13_03
mips_13_03_01
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_40_09
at_At3g59290 mips_06_04 "epsin-like protein"
mips_08_07_22
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_13_03_99
mips_14_01
mips_14_01_05
mips_14_01_05_01
mips_30_08
mips_33_03_11
mips_40_09
mips_45
mips_45_03
mips_45_03_09
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At4g25940 mips_01_03 "putative protein destination factor"
mips_01_03_16
mips_05
mips_06_04
mips_06_10
mips_08
mips_08_19
mips_13
mips_13_03
mips_13_03_01
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_40_02
mips_40_09
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_13_03': 54/2239 (2.41%)
Evaluation on propertest data (3463 items):
at_At1g05020 mips_06_10 "putative clathrin protein"
mips_08_19
mips_13_03_01
mips_40_09
at_At1g25240 mips_08_19 ""
mips_13_03
mips_13_03_01
mips_40_09
at_At2g25430 mips_05 "unknown protein"
mips_06
mips_06_04
mips_06_10
mips_08
mips_08_19
mips_10
mips_13
mips_13_03
mips_13_03_01
mips_40_02
mips_40_09
mips_98
at_At5g10410 mips_08_19 "putative protein"
mips_13_03
mips_13_03_01
mips_40_09
at_At5g35200 mips_01_03 "putative protein"
mips_01_03_16
mips_06_10
mips_08_19
mips_13_03
mips_13_03_01
mips_14_04_03
mips_14_04_03_01
mips_14_04_03_03
mips_40_09
Propertest Accuracy: 5/5 (100.00%)
Propertest Frequency class 'mips_13_03': 71/3463 (2.05%)
New (unknown) data (2239 items):
------------------
Rule 288
a.47.2 <= 2.8e-12
-> class mips_13_03 "membrane excitability"
Evaluation on training data (4488 items):
at_At1g11250 mips_04_09 "syntaxin-related protein At-SYR1, putative"
mips_05
mips_05_04
mips_06_04
mips_08
mips_08_07
mips_13_03
mips_13_03_01
mips_25_05_25
mips_40_02
mips_40_09
at_At1g28490 mips_08_07 "unknown protein (At1g28490)"
mips_08_07_27
mips_13_03
mips_13_03_01
mips_40_08
mips_40_22
at_At1g32270 mips_04_09 "syntaxin, putative"
mips_13_03
mips_13_03_01
mips_13_07
mips_25_05_25
at_At1g79590 mips_04_09 "syntaxin of plants 52 (SYP52)"
mips_08_07
mips_08_07_27
mips_13_03
mips_13_03_01
mips_25_05_25
mips_40_08
at_At4g17730 - mips_04_09 "syntaxin"
mips_08_13
mips_30_25
mips_67_01
at_At5g26980 mips_06_04 "tSNARE AtTLG2a"
mips_08
mips_08_07
mips_08_13
mips_08_16
mips_08_19
mips_13_03
mips_13_03_01
mips_30_25
mips_40_02
mips_40_07
mips_40_08
mips_40_22
mips_40_25
at_At5g46860 mips_04 "syntaxin related protein AtVam3p (gb|AAC49823.1)"
mips_04_09
mips_05
mips_05_04
mips_06
mips_06_04
mips_08
mips_08_07
mips_08_13
mips_10
mips_13
mips_13_03
mips_13_03_01
mips_25
mips_25_05
mips_25_05_25
mips_30
mips_30_25
mips_40
mips_40_02
mips_40_03
mips_40_09
mips_63
mips_67
Training Accuracy: 6/7 (85.71%)
Training Frequency class 'mips_13_03': 112/4488 (2.50%)
Evaluation on validation data (2239 items):
at_At1g08560 mips_04_09 "syntaxin-related protein KNOLLE"
mips_05
mips_05_04
mips_06_04
mips_08
mips_08_07
mips_10_05
mips_13_03
mips_13_03_01
mips_25_05_09
mips_25_05_25
mips_40_02
mips_40_09
mips_67_01
at_At2g18260 mips_08_07 "putative syntaxin"
mips_13_03
mips_13_03_01
mips_25_05_09
mips_40_09
mips_67_01
at_At3g24350 - mips_04_09 "syntaxin-like protein"
at_At3g52400 - mips_04_09 "syntaxin-like protein synt4"
mips_40_09
at_At4g03330 mips_04_09 "SYR1-like syntaxin"
mips_08_07
mips_13_03
mips_13_03_01
mips_25_05_25
mips_40_09
mips_67_01
at_At5g08080 mips_08_07 "syntaxin-like protein"
mips_13_03
mips_13_03_01
mips_25_05_09
mips_40_09
mips_67_01
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'mips_13_03': 54/2239 (2.41%)
Evaluation on propertest data (3463 items):
at_At1g16240 - mips_04 "unknown protein"
mips_04_09
mips_06
mips_10
mips_13
mips_13_07
mips_30_27
mips_30_27_01
mips_40_27_01
mips_67
at_At1g61290 - mips_04_09 "similar to syntaxin-related protein knolle"
mips_40_09
at_At3g11820 - mips_04_09 "putative syntaxin"
mips_40_09
at_At5g05760 - mips_04_09 "t-SNARE SED5 (gb|AAC06291.1)"
mips_06_04
mips_13
mips_25_05
mips_67
at_At5g16830 mips_04_09 "syntaxin homologue"
mips_06_04
mips_08
mips_08_07
mips_08_07_07
mips_08_13
mips_13
mips_13_03
mips_13_03_01
mips_25
mips_25_05
mips_25_05_09
mips_30
mips_30_25
mips_40_02
mips_40_09
mips_40_22
mips_67
Propertest Accuracy: 1/5 (20.00%)
Propertest Frequency class 'mips_13_03': 71/3463 (2.05%)
New (unknown) data (2239 items):
at_At4g30240 - no entry null
at_At2g18860 - no entry null
at_At1g27700 - no entry null
------------------
Rule 29
d.111 <= 5.2e-30
-> class mips_40_27 "extracellular / secretion proteins"
Evaluation on training data (4488 items):
at_At1g01310 mips_11 "pathogenesis related protein, putative"
mips_11_05
mips_11_05_03
mips_40
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_99
at_At1g50050 mips_11_05_03 "pathogenesis-related protein 1b precursor (pr-1b), putative"
mips_40_27
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At2g19980 mips_11_05_05 "putative pathogenesis-related protein"
mips_11_05_05_99
mips_40_27
at_At2g19990 mips_11_05_03 "pathogenesis-related protein (PR-1)"
mips_11_05_05
mips_11_05_05_99
mips_40_27
at_At3g19690 mips_11_05_03 "PR-1 protein, putative"
mips_11_05_05
mips_11_05_05_99
mips_40_27
at_At4g07820 - mips_11_05_05 "putative pathogenesis-related protein"
mips_11_05_05_99
at_At4g30320 mips_11_05_05 "PR-1-like protein"
mips_11_05_05_99
mips_40_27
at_At4g31470 mips_11_05_05 "pathogenesis-related protein homolog"
mips_11_05_05_99
mips_40_27
mips_62_02_01_02
at_At4g33720 - mips_11_05_03 "pathogenesis-related protein 1 precursor, 19.3K"
mips_11_05_05
mips_11_05_05_99
at_At4g33730 mips_11_05_05 "pathogenesis-related protein - like"
mips_11_05_05_99
mips_40_27
Training Accuracy: 8/10 (80.00%)
Training Frequency class 'mips_40_27': 100/4488 (2.23%)
Evaluation on validation data (2239 items):
at_At3g09590 mips_11_05_05 "putative pathogenesis-related protein"
mips_11_05_05_99
mips_40_27
mips_62_02_01_02
at_At4g25780 mips_11_05_05 "putative pathogenesis-related protein"
mips_11_05_05_99
mips_40_27
mips_62_02_01_02
at_At4g25790 mips_11_05_03 "putative pathogenesis-related protein"
mips_11_05_05
mips_11_05_05_99
mips_40_27
at_At4g33710 - mips_11_05_03 "pathogenesis-related protein 1 precursor, 18.9K"
mips_11_05_05
mips_11_05_05_99
at_At5g57625 mips_11_05_05 "pathogenesis-related protein - like"
mips_11_05_05_99
mips_40_27
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'mips_40_27': 43/2239 (1.92%)
Evaluation on propertest data (3463 items):
at_At1g50060 - mips_11 "branched-chain amino acid aminotransferase, putative"
mips_11_05
mips_11_05_03
mips_11_05_05
mips_11_05_05_99
mips_99
at_At2g14610 - mips_11_05_05 "pathogenesis-related PR-1-like protein"
mips_11_05_05_99
at_At2g19970 - mips_11_05_05 "putative pathogenesis-related protein"
mips_11_05_05_99
at_At5g02730 - mips_11_05_03 "pathogenesis related protein - like"
mips_11_05_05
mips_11_05_05_99
at_At5g26130 - mips_11_05 "pathogenesis-related protein - like"
mips_11_05_03
mips_11_05_05
mips_11_05_05_99
at_At5g66590 mips_11 "Unknown protein (K1F13.27)"
mips_11_05
mips_11_05_03
mips_11_05_05
mips_11_05_05_99
mips_40_27
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
Propertest Accuracy: 1/6 (16.67%)
Propertest Frequency class 'mips_40_27': 66/3463 (1.91%)
New (unknown) data (2239 items):
at_At2g14580 - no entry null
------------------
Rule 1429
b.47.1 <= 0.00048
-> class mips_40_27 "extracellular / secretion proteins"
Evaluation on training data (4488 items):
at_At1g66510 - mips_04_05_05_01 "putative protein"
at_At2g47940 mips_06_07_11 "DegP2 protease (DEGP2)"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g16540 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40560 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
Training Accuracy: 3/4 (75.00%)
Training Frequency class 'mips_40_27': 100/4488 (2.23%)
Evaluation on validation data (2239 items):
at_At3g16550 mips_06_07_11 "putative serine protease"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g36950 mips_06_07_11 "putative protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33_03_17
mips_40_27_99
at_At5g39830 mips_06_07_11 "DegP protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_40_27': 43/2239 (1.92%)
Evaluation on propertest data (3463 items):
at_At1g51150 mips_06_07_11 "hypothetical protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At1g65630 mips_06_01 "serine protease DO, putative"
mips_06_07
mips_06_07_11
mips_06_13
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_11_01
mips_11_01_05
mips_11_01_99
mips_14_01
mips_14_01_05
mips_40_07
mips_40_27
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g65640 mips_06_07_11 "serine protease DO, putative"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At3g27925 mips_06_07_11 "DegP protease precursor, 5' partial"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_26
mips_40_26_03
mips_40_27
mips_40_27_99
at_At5g27660 mips_06_07_11 "serine protease-like protein"
mips_06_13_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14_01_05
mips_14_01_99
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
at_At5g40200 mips_06 "putative serine protease (MSN9.10)"
mips_06_07
mips_06_07_11
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_05
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_12_05
mips_14
mips_14_01
mips_14_01_05
mips_14_01_99
mips_14_04
mips_14_04_07
mips_14_04_09
mips_14_04_09_99
mips_33
mips_33_03
mips_33_03_17
mips_40_27
mips_40_27_99
mips_63
mips_63_01
Propertest Accuracy: 6/6 (100.00%)
Propertest Frequency class 'mips_40_27': 66/3463 (1.91%)
New (unknown) data (2239 items):
at_At1g28320 - no entry null
at_At4g18370 - no entry null
------------------
Rule 1549
c.13 <= 3.8e-12
c.13.2 > 2.7e-15
-> class mips_08_07 "vesicular transport (Golgi network, etc.)"
Evaluation on training data (4488 items):
at_At1g22180 mips_08_07 "unknown protein (At1g22180)"
mips_08_07_07
mips_40_08
mips_48
at_At1g22530 mips_01_06_13 "unknown protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g55690 - mips_01_06_13 "Phosphatidylinositol Transfer Protein, putative"
mips_63_09
mips_67_13
at_At1g72150 mips_01_06_13 "putative cytosolic factor protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g72160 mips_01_06_13 "cytosolic factor, putative"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g75170 mips_08_07_07 "unknown protein"
mips_48
mips_63_21
mips_63_21_99
at_At2g21520 mips_01_06_13 "putative phosphatidylinositol/phosphatidylcholine transfer protein"
mips_08_07
mips_63_09
at_At3g10210 - mips_10_01_05_05 "unknown protein"
mips_62_02_01_01
mips_62_02_01_02
at_At3g46450 mips_08_07 "putative protein"
mips_08_07_07
mips_40_08
mips_48
at_At4g09160 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At4g35750 - mips_10_01_05 "unknown protein"
mips_10_01_05_05
mips_30_04
mips_35
mips_35_03
mips_35_03_17
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_02
at_At5g47510 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At5g56160 mips_08_07 "putative protein"
mips_20_25_01
mips_20_25_01_01
mips_63_13
mips_63_13_99
Training Accuracy: 10/13 (76.92%)
Training Frequency class 'mips_08_07': 116/4488 (2.58%)
Evaluation on validation data (2239 items):
at_At1g19650 mips_01_06_13 "sec14 cytosolic factor, putative"
mips_08_07
mips_63_09
at_At2g16380 mips_01_06_13 "putative phosphatidylinositol/phosphatidylcholine transfer protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At2g18180 - mips_01_06_13 "putative phosphatidylinositol/phophatidylcholine transfer protein"
mips_63_09
mips_67_13
at_At3g51670 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At4g34580 - mips_01_06_13 "putative protein"
mips_63_09
at_At4g36640 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_63_21
mips_63_21_99
at_At4g39170 mips_01_06_13 "unknown protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_67_13
at_At4g39180 - mips_01 "SEC14 - like protein"
mips_01_06
mips_01_06_13
mips_63_09
mips_63_21
mips_63_21_99
mips_67
at_At5g63060 mips_01_07 "unknown protein"
mips_06_04
mips_08_07_07
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_04
mips_48
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_99
mips_67
Validation Accuracy: 6/9 (66.67%)
Validation Frequency class 'mips_08_07': 67/2239 (2.99%)
Evaluation on propertest data (3463 items):
at_At1g01630 - mips_01 "polyphosphoinositide binding protein, putative"
mips_01_07
mips_08
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_99
mips_67
at_At1g14820 mips_08_07 "phosphatidylinositol/phosphatidylcholine transfer protein, putative"
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_67_13
at_At1g30690 mips_01_06 "putative phosphatidyl-inositol-transfer protein"
mips_01_06_13
mips_06_04
mips_08
mips_08_07
mips_08_07_07
mips_40_03
mips_40_08
mips_48
mips_63_09
mips_67
at_At1g55840 - mips_01_06_13 "polyphosphoinositide binding protein, putative"
mips_63_09
mips_63_21
mips_63_21_99
at_At1g69340 - mips_03_01_09 "unknown protein (At1g69340)"
mips_03_01_09_05
mips_03_01_99
mips_10_01_05
mips_10_01_05_05
mips_30_10
mips_30_10_03
mips_35_03_17
mips_40_10_03
at_At1g75370 - mips_01_06_13 "sec14 cytosolic factor, putative"
mips_63_09
at_At2g21540 - mips_01_06_13 "putative phosphatidylinositol/phophatidylcholine transfer protein"
mips_63_09
at_At3g22410 - mips_01_06_13 "hypothetical protein"
mips_20_25_01
mips_20_25_01_01
mips_63_09
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_99
at_At3g24840 - mips_01_06_13 "phosphatidylinositol transfer protein, putative"
mips_40_08
mips_63_09
mips_67_13
at_At4g08690 - mips_63_21 "putative phosphoglyceride transfer protein"
mips_63_21_99
at_At4g36490 - mips_01_06_13 "hypothetical protein"
mips_63_09
at_At5g47730 - mips_01_06 "putative protein"
mips_01_06_13
mips_08
mips_63_09
mips_63_21
mips_63_21_99
Propertest Accuracy: 2/12 (16.67%)
Propertest Frequency class 'mips_08_07': 74/3463 (2.14%)
New (unknown) data (2239 items):
at_At5g04780 - no entry null
------------------
Rule 284
a.47.2 <= 2.8e-12
-> class mips_08_07 "vesicular transport (Golgi network, etc.)"
Evaluation on training data (4488 items):
at_At1g11250 mips_04_09 "syntaxin-related protein At-SYR1, putative"
mips_05
mips_05_04
mips_06_04
mips_08
mips_08_07
mips_13_03
mips_13_03_01
mips_25_05_25
mips_40_02
mips_40_09
at_At1g28490 mips_08_07 "unknown protein (At1g28490)"
mips_08_07_27
mips_13_03
mips_13_03_01
mips_40_08
mips_40_22
at_At1g32270 - mips_04_09 "syntaxin, putative"
mips_13_03
mips_13_03_01
mips_13_07
mips_25_05_25
at_At1g79590 mips_04_09 "syntaxin of plants 52 (SYP52)"
mips_08_07
mips_08_07_27
mips_13_03
mips_13_03_01
mips_25_05_25
mips_40_08
at_At4g17730 - mips_04_09 "syntaxin"
mips_08_13
mips_30_25
mips_67_01
at_At5g26980 mips_06_04 "tSNARE AtTLG2a"
mips_08
mips_08_07
mips_08_13
mips_08_16
mips_08_19
mips_13_03
mips_13_03_01
mips_30_25
mips_40_02
mips_40_07
mips_40_08
mips_40_22
mips_40_25
at_At5g46860 mips_04 "syntaxin related protein AtVam3p (gb|AAC49823.1)"
mips_04_09
mips_05
mips_05_04
mips_06
mips_06_04
mips_08
mips_08_07
mips_08_13
mips_10
mips_13
mips_13_03
mips_13_03_01
mips_25
mips_25_05
mips_25_05_25
mips_30
mips_30_25
mips_40
mips_40_02
mips_40_03
mips_40_09
mips_63
mips_67
Training Accuracy: 5/7 (71.43%)
Training Frequency class 'mips_08_07': 116/4488 (2.58%)
Evaluation on validation data (2239 items):
at_At1g08560 mips_04_09 "syntaxin-related protein KNOLLE"
mips_05
mips_05_04
mips_06_04
mips_08
mips_08_07
mips_10_05
mips_13_03
mips_13_03_01
mips_25_05_09
mips_25_05_25
mips_40_02
mips_40_09
mips_67_01
at_At2g18260 mips_08_07 "putative syntaxin"
mips_13_03
mips_13_03_01
mips_25_05_09
mips_40_09
mips_67_01
at_At3g24350 - mips_04_09 "syntaxin-like protein"
at_At3g52400 - mips_04_09 "syntaxin-like protein synt4"
mips_40_09
at_At4g03330 mips_04_09 "SYR1-like syntaxin"
mips_08_07
mips_13_03
mips_13_03_01
mips_25_05_25
mips_40_09
mips_67_01
at_At5g08080 mips_08_07 "syntaxin-like protein"
mips_13_03
mips_13_03_01
mips_25_05_09
mips_40_09
mips_67_01
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'mips_08_07': 67/2239 (2.99%)
Evaluation on propertest data (3463 items):
at_At1g16240 - mips_04 "unknown protein"
mips_04_09
mips_06
mips_10
mips_13
mips_13_07
mips_30_27
mips_30_27_01
mips_40_27_01
mips_67
at_At1g61290 - mips_04_09 "similar to syntaxin-related protein knolle"
mips_40_09
at_At3g11820 - mips_04_09 "putative syntaxin"
mips_40_09
at_At5g05760 - mips_04_09 "t-SNARE SED5 (gb|AAC06291.1)"
mips_06_04
mips_13
mips_25_05
mips_67
at_At5g16830 mips_04_09 "syntaxin homologue"
mips_06_04
mips_08
mips_08_07
mips_08_07_07
mips_08_13
mips_13
mips_13_03
mips_13_03_01
mips_25
mips_25_05
mips_25_05_09
mips_30
mips_30_25
mips_40_02
mips_40_09
mips_40_22
mips_67
Propertest Accuracy: 1/5 (20.00%)
Propertest Frequency class 'mips_08_07': 74/3463 (2.14%)
New (unknown) data (2239 items):
at_At4g30240 - no entry null
at_At2g18860 - no entry null
at_At1g27700 - no entry null
------------------
Rule 143
a.118.9 <= 2.5e-33
-> class mips_40_08 "Golgi"
Evaluation on training data (4488 items):
at_At1g08670 mips_06_04 "putative protein"
mips_08
mips_08_07
mips_08_07_22
mips_08_07_22_01
mips_13_03
mips_13_03_01
mips_13_03_99
mips_14_01
mips_14_01_05
mips_14_01_05_01
mips_30_08
mips_33
mips_33_03
mips_33_03_11
mips_40_08
mips_40_09
mips_45
mips_45_03
mips_45_03_09
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At1g76970 mips_08_07 ""
mips_08_07_07
mips_08_13
mips_30_08
mips_30_22
mips_30_25
mips_40_08
at_At3g46540 mips_08_07 "unknown protein"
mips_08_07_22
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_13_03_99
mips_14_01_05
mips_14_01_05_01
mips_30_08
mips_33
mips_33_03
mips_33_03_11
mips_40_08
mips_40_09
mips_45
mips_45_03
mips_45_03_09
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At4g32760 mips_08_07 "putative protein"
mips_08_07_07
mips_08_13
mips_30_08
mips_30_22
mips_40_08
mips_40_09
at_At5g11710 - mips_08_07 "clathrin binding protein - like"
mips_08_07_22
mips_08_07_22_01
mips_08_19
mips_13_03
mips_13_03_01
mips_13_03_99
mips_14_01_05
mips_14_01_05_01
mips_30_08
mips_33
mips_33_03
mips_33_03_11
mips_40_09
mips_45
mips_45_03
mips_45_03_09
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
at_At5g63640 mips_06 "putative protein"
mips_06_04
mips_08
mips_08_07
mips_08_07_07
mips_30
mips_30_08
mips_30_25
mips_40_08
mips_63
mips_63_01
Training Accuracy: 5/6 (83.33%)
Training Frequency class 'mips_40_08': 89/4488 (1.98%)
Evaluation on validation data (2239 items):
at_At1g21380 mips_06_04 "unknown protein"
mips_08
mips_08_13
mips_30_22
mips_40_08
mips_40_09
mips_40_22
mips_40_25
at_At2g38410 mips_08_07 "unknown protein"
mips_08_07_07
mips_30_08
mips_30_22
mips_40_08
at_At3g08790 mips_06_04 "hypothetical protein"
mips_08
mips_08_07
mips_08_07_07
mips_30
mips_30_08
mips_30_22
mips_30_25
mips_40_08
mips_63_01
at_At5g16880 mips_08_07 "TOM (target of myb1) -like protein"
mips_08_07_07
mips_08_13
mips_30_08
mips_30_22
mips_40_08
mips_40_09
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_40_08': 48/2239 (2.14%)
Evaluation on propertest data (3463 items):
at_At1g06210 - mips_08_07_07 "unknown protein"
mips_30_08
mips_30_25
mips_40_22
mips_40_25
at_At5g01760 mips_08_07 "putative protein"
mips_08_07_07
mips_08_13
mips_30_08
mips_30_22
mips_40_08
mips_40_09
Propertest Accuracy: 1/2 (50.00%)
Propertest Frequency class 'mips_40_08': 66/3463 (1.91%)
New (unknown) data (2239 items):
------------------
Rule 1550
c.13 <= 3.8e-12
c.13.2 > 2.7e-15
-> class mips_40_08 "Golgi"
Evaluation on training data (4488 items):
at_At1g22180 mips_08_07 "unknown protein (At1g22180)"
mips_08_07_07
mips_40_08
mips_48
at_At1g22530 mips_01_06_13 "unknown protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g55690 - mips_01_06_13 "Phosphatidylinositol Transfer Protein, putative"
mips_63_09
mips_67_13
at_At1g72150 mips_01_06_13 "putative cytosolic factor protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g72160 mips_01_06_13 "cytosolic factor, putative"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g75170 - mips_08_07_07 "unknown protein"
mips_48
mips_63_21
mips_63_21_99
at_At2g21520 - mips_01_06_13 "putative phosphatidylinositol/phosphatidylcholine transfer protein"
mips_08_07
mips_63_09
at_At3g10210 - mips_10_01_05_05 "unknown protein"
mips_62_02_01_01
mips_62_02_01_02
at_At3g46450 mips_08_07 "putative protein"
mips_08_07_07
mips_40_08
mips_48
at_At4g09160 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At4g35750 - mips_10_01_05 "unknown protein"
mips_10_01_05_05
mips_30_04
mips_35
mips_35_03
mips_35_03_17
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_02
at_At5g47510 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At5g56160 - mips_08_07 "putative protein"
mips_20_25_01
mips_20_25_01_01
mips_63_13
mips_63_13_99
Training Accuracy: 7/13 (53.85%)
Training Frequency class 'mips_40_08': 89/4488 (1.98%)
Evaluation on validation data (2239 items):
at_At1g19650 - mips_01_06_13 "sec14 cytosolic factor, putative"
mips_08_07
mips_63_09
at_At2g16380 mips_01_06_13 "putative phosphatidylinositol/phosphatidylcholine transfer protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At2g18180 - mips_01_06_13 "putative phosphatidylinositol/phophatidylcholine transfer protein"
mips_63_09
mips_67_13
at_At3g51670 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At4g34580 - mips_01_06_13 "putative protein"
mips_63_09
at_At4g36640 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_63_21
mips_63_21_99
at_At4g39170 mips_01_06_13 "unknown protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_67_13
at_At4g39180 - mips_01 "SEC14 - like protein"
mips_01_06
mips_01_06_13
mips_63_09
mips_63_21
mips_63_21_99
mips_67
at_At5g63060 - mips_01_07 "unknown protein"
mips_06_04
mips_08_07_07
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_04
mips_48
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_99
mips_67
Validation Accuracy: 4/9 (44.44%)
Validation Frequency class 'mips_40_08': 48/2239 (2.14%)
Evaluation on propertest data (3463 items):
at_At1g01630 - mips_01 "polyphosphoinositide binding protein, putative"
mips_01_07
mips_08
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_99
mips_67
at_At1g14820 mips_08_07 "phosphatidylinositol/phosphatidylcholine transfer protein, putative"
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_67_13
at_At1g30690 mips_01_06 "putative phosphatidyl-inositol-transfer protein"
mips_01_06_13
mips_06_04
mips_08
mips_08_07
mips_08_07_07
mips_40_03
mips_40_08
mips_48
mips_63_09
mips_67
at_At1g55840 - mips_01_06_13 "polyphosphoinositide binding protein, putative"
mips_63_09
mips_63_21
mips_63_21_99
at_At1g69340 - mips_03_01_09 "unknown protein (At1g69340)"
mips_03_01_09_05
mips_03_01_99
mips_10_01_05
mips_10_01_05_05
mips_30_10
mips_30_10_03
mips_35_03_17
mips_40_10_03
at_At1g75370 - mips_01_06_13 "sec14 cytosolic factor, putative"
mips_63_09
at_At2g21540 - mips_01_06_13 "putative phosphatidylinositol/phophatidylcholine transfer protein"
mips_63_09
at_At3g22410 - mips_01_06_13 "hypothetical protein"
mips_20_25_01
mips_20_25_01_01
mips_63_09
mips_63_13
mips_63_13_99
mips_63_21
mips_63_21_99
at_At3g24840 mips_01_06_13 "phosphatidylinositol transfer protein, putative"
mips_40_08
mips_63_09
mips_67_13
at_At4g08690 - mips_63_21 "putative phosphoglyceride transfer protein"
mips_63_21_99
at_At4g36490 - mips_01_06_13 "hypothetical protein"
mips_63_09
at_At5g47730 - mips_01_06 "putative protein"
mips_01_06_13
mips_08
mips_63_09
mips_63_21
mips_63_21_99
Propertest Accuracy: 3/12 (25.00%)
Propertest Frequency class 'mips_40_08': 66/3463 (1.91%)
New (unknown) data (2239 items):
at_At5g04780 - no entry null
------------------
Rule 257
b.82.3 <= 8.5e-08
c > 0.0016
f.14 <= 0.0052
-> class mips_63_09 "lipid binding"
Evaluation on training data (4488 items):
at_At2g24610 mips_06_10 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At2g25600 - mips_67_01 "putative potassium transporter/channel"
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g26650 mips_10_01_09 "K+ transporter, AKT1"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At3g17700 mips_06_10 "cyclic nucleotide-binding transporter 1 (CNBT1)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At3g48010 mips_10_01_09 "putative cyclic nucleotide-gated channel"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g22200 mips_10 "potassium channel (AKT2)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At5g37500 - mips_06_10 "guard cell outward rectifying K+ channel"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
Training Accuracy: 5/7 (71.43%)
Training Frequency class 'mips_63_09': 64/4488 (1.43%)
Evaluation on validation data (2239 items):
at_At2g28260 - mips_06_10 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At4g18290 mips_10_01_09 "potassium channel protein KAT2"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g30560 mips_04 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_06
mips_06_10
mips_10
mips_10_01
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63
mips_63_01
mips_63_09
mips_63_17
mips_63_17_03
mips_67
mips_67_01
mips_67_01_01
mips_67_04
at_At5g14870 mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel -like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'mips_63_09': 34/2239 (1.52%)
Evaluation on propertest data (3463 items):
at_At2g23980 - mips_10_01_09 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At3g17690 mips_06_10 "hypothetical protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g32500 - mips_13 "potassium channel - protein"
mips_13_05
mips_20
mips_30
mips_30_04
mips_40_02
mips_40_04
mips_63_07
mips_63_19
mips_67
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g32650 - mips_10_05_01 "potassium channel protein AtKC"
mips_10_05_01_10
mips_13_05
mips_20_25_01
mips_20_25_01_01
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g15410 - mips_10_05_01 "cyclic nucleotide-gated cation channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g46240 mips_06_10 "potassium channel protein KAT1 (pir||S32816)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_30_04
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
Propertest Accuracy: 2/6 (33.33%)
Propertest Frequency class 'mips_63_09': 62/3463 (1.79%)
New (unknown) data (2239 items):
------------------
Rule 98
a.5.3 <= 1.1e-13
-> class mips_63_09 "lipid binding"
Evaluation on training data (4488 items):
at_At1g22180 - mips_08_07 "unknown protein (At1g22180)"
mips_08_07_07
mips_40_08
mips_48
at_At1g22530 mips_01_06_13 "unknown protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g55690 mips_01_06_13 "Phosphatidylinositol Transfer Protein, putative"
mips_63_09
mips_67_13
at_At1g72150 mips_01_06_13 "putative cytosolic factor protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g75170 - mips_08_07_07 "unknown protein"
mips_48
mips_63_21
mips_63_21_99
at_At2g21520 mips_01_06_13 "putative phosphatidylinositol/phosphatidylcholine transfer protein"
mips_08_07
mips_63_09
at_At4g09160 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At5g47510 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At5g56160 - mips_08_07 "putative protein"
mips_20_25_01
mips_20_25_01_01
mips_63_13
mips_63_13_99
Training Accuracy: 6/9 (66.67%)
Training Frequency class 'mips_63_09': 64/4488 (1.43%)
Evaluation on validation data (2239 items):
at_At1g19650 mips_01_06_13 "sec14 cytosolic factor, putative"
mips_08_07
mips_63_09
at_At2g16380 mips_01_06_13 "putative phosphatidylinositol/phosphatidylcholine transfer protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At2g18180 mips_01_06_13 "putative phosphatidylinositol/phophatidylcholine transfer protein"
mips_63_09
mips_67_13
at_At3g51670 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At4g34580 mips_01_06_13 "putative protein"
mips_63_09
at_At4g36640 mips_01_06_13 "putative protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_63_21
mips_63_21_99
at_At4g39170 mips_01_06_13 "unknown protein"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
mips_67_13
at_At4g39180 mips_01 "SEC14 - like protein"
mips_01_06
mips_01_06_13
mips_63_09
mips_63_21
mips_63_21_99
mips_67
Validation Accuracy: 8/8 (100.00%)
Validation Frequency class 'mips_63_09': 34/2239 (1.52%)
Evaluation on propertest data (3463 items):
at_At1g30690 mips_01_06 "putative phosphatidyl-inositol-transfer protein"
mips_01_06_13
mips_06_04
mips_08
mips_08_07
mips_08_07_07
mips_40_03
mips_40_08
mips_48
mips_63_09
mips_67
at_At1g55840 mips_01_06_13 "polyphosphoinositide binding protein, putative"
mips_63_09
mips_63_21
mips_63_21_99
at_At1g75370 mips_01_06_13 "sec14 cytosolic factor, putative"
mips_63_09
at_At2g21540 mips_01_06_13 "putative phosphatidylinositol/phophatidylcholine transfer protein"
mips_63_09
at_At3g24840 mips_01_06_13 "phosphatidylinositol transfer protein, putative"
mips_40_08
mips_63_09
mips_67_13
at_At4g08690 - mips_63_21 "putative phosphoglyceride transfer protein"
mips_63_21_99
at_At4g36490 mips_01_06_13 "hypothetical protein"
mips_63_09
Propertest Accuracy: 6/7 (85.71%)
Propertest Frequency class 'mips_63_09': 62/3463 (1.79%)
New (unknown) data (2239 items):
at_At5g04780 - no entry null
------------------
Rule 159
a.174.1 <= 1.6e-15
-> class mips_06_99 "other protein fate related activities"
Evaluation on training data (4488 items):
at_At2g40130 mips_04 "unknown protein"
mips_06
mips_06_01
mips_06_13
mips_06_13_99
mips_06_99
mips_40
mips_40_26
mips_40_26_03
at_At3g45450 mips_03_03 "clpC-like protein"
mips_03_03_01
mips_06_01
mips_06_13
mips_06_13_99
mips_06_99
mips_08
mips_08_07
mips_11_01
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19_03
at_At3g52490 mips_06_13_99 "putative protein"
mips_06_99
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19
mips_63_19_03
at_At4g12060 mips_06_01 "putative protein"
mips_06_13
mips_06_13_99
mips_06_99
mips_11_01
mips_40_26
mips_40_26_03
at_At4g14670 mips_06_01 "heat shock protein like"
mips_06_13_99
mips_06_99
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19_03
at_At4g25370 mips_04_05_01_04 "unknown protein"
mips_06_01
mips_06_13
mips_06_13_99
mips_06_99
mips_40_26
mips_40_26_03
at_At4g29920 mips_06 "putative protein"
mips_06_01
mips_06_13
mips_06_13_99
mips_06_99
mips_11
mips_11_01
mips_11_01_05
mips_40
mips_40_03
mips_40_16
mips_40_26
mips_40_26_03
mips_63
mips_63_19
mips_63_19_03
mips_99
at_At5g51070 mips_06_13_99 "Erd1 protein precursor (sp|P42762)"
mips_06_99
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19_03
at_At5g57710 mips_04 "101 kDa heat shock protein; HSP101-like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_01
mips_06_13
mips_06_13_99
mips_06_99
mips_11
mips_11_01
mips_11_01_05
mips_40_03
mips_40_26
mips_40_26_03
mips_63
mips_63_19
mips_63_19_03
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'mips_06_99': 26/4488 (0.58%)
Evaluation on validation data (2239 items):
at_At3g48870 mips_04 "AtClpC"
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_01
mips_06_13
mips_06_13_99
mips_06_99
mips_11
mips_11_01
mips_11_01_05
mips_40
mips_40_26
mips_40_26_03
mips_63_19
mips_63_19_03
at_At4g30350 mips_06_01 "putative protein"
mips_06_13_99
mips_06_99
mips_11_01_05
mips_63_19_03
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'mips_06_99': 8/2239 (0.36%)
Evaluation on propertest data (3463 items):
at_At1g74310 mips_06_01 "heat shock protein 101"
mips_06_13_99
mips_06_99
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19_03
at_At2g25140 mips_06_01 "putative ATP-dependent CLPB protein"
mips_06_13_99
mips_06_99
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19_03
at_At5g15450 mips_06_01 "clpB heat shock protein-like"
mips_06_13
mips_06_13_99
mips_06_99
mips_11_01
mips_11_01_05
mips_63_19_03
at_At5g50920 mips_06_01 "ATP-dependent Clp protease, ATP-binding subunit"
mips_06_13
mips_06_13_99
mips_06_99
mips_11_01_05
mips_40_26
mips_40_26_03
mips_63_19
mips_63_19_03
Propertest Accuracy: 4/4 (100.00%)
Propertest Frequency class 'mips_06_99': 13/3463 (0.38%)
New (unknown) data (2239 items):
------------------
Rule 566
a.158 <= 8e-05
b.69.1 > 0.00056
c.10 > 0.00068
d.23.1 > 0
-> class mips_06_99 "other protein fate related activities"
Evaluation on training data (4488 items):
at_At1g06110 - mips_01_05_04 "unknown protein"
mips_01_25
mips_01_25_03
mips_06_07_05
mips_63_02
at_At1g23770 - mips_01_01_04 "unknown protein"
mips_06_07_05
mips_06_13_01
mips_06_13_01_01
at_At1g25280 - mips_10_01 ""
mips_10_01_05
mips_10_01_05_05
mips_10_05
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_02
mips_40_03
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47
mips_47_03
mips_47_03_02
mips_48
mips_63_09
at_At1g47270 - mips_10_01_05 "unknown protein"
mips_10_01_05_05
mips_10_05
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_02
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47
mips_47_03
mips_47_03_02
mips_48
mips_63_09
at_At1g56240 mips_06_99 "hypothetical protein"
at_At1g56250 mips_06_99 "hypothetical protein"
at_At1g63090 mips_06_99 "unknown protein"
at_At2g02230 mips_06_99 "putative phloem-specific lectin"
at_At2g02250 mips_06_99 "lectin-like protein"
at_At2g02300 mips_06_99 "putative phloem-specific lectin"
at_At2g02310 mips_06_99 "putative phloem-specific lectin"
at_At2g02320 mips_06_99 "hypothetical protein"
at_At2g02360 mips_06_99 "putative phloem-specific lectin"
at_At5g21040 - mips_06_07_05 "unknown protein"
at_At5g24560 mips_06_99 "phloem-specific lectin-like protein"
at_At5g48170 - mips_01_01_04 "putative protein"
mips_06_07_05
mips_06_13_01
at_At5g56180 - mips_13_05 "putative protein"
mips_30_04_03
Training Accuracy: 10/17 (58.82%)
Training Frequency class 'mips_06_99': 26/4488 (0.58%)
Evaluation on validation data (2239 items):
at_At1g23780 - mips_03 "unknown protein"
mips_03_03
mips_03_03_01
mips_06_07_05
mips_06_13
mips_06_13_01
mips_06_13_01_01
mips_14_04
mips_25_05
mips_63_01
at_At1g70590 - mips_01_05_04 "unknown protein"
mips_03_03_01_01_09
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_05
mips_40_10_99
at_At2g02340 mips_06_99 "putative phloem-specific lectin"
at_At3g61060 mips_06_99 "unknown protein"
Validation Accuracy: 2/4 (50.00%)
Validation Frequency class 'mips_06_99': 8/2239 (0.36%)
Evaluation on propertest data (3463 items):
at_At1g12710 mips_06_99 "hypothetical protein"
at_At1g20790 - mips_20_25_16 "hypothetical protein"
at_At1g21760 - mips_03_03 "unknown protein"
mips_03_03_01
mips_06_07
mips_06_07_05
mips_06_13
at_At1g67340 - mips_01_06_10 "unknown protein"
mips_02_99
mips_03_03_01_01
mips_03_03_01_01_01
mips_14_04_03
mips_14_04_03_01
mips_14_10
mips_20_25
mips_20_25_07
mips_20_25_07_03
mips_20_25_16
mips_30_03
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_99
at_At1g76900 - mips_10_01_05_05 "hypothetical protein"
mips_20_25_01
mips_20_25_01_01
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47_03_02
mips_48
mips_63_09
at_At2g02270 mips_06_99 "putative phloem-specific lectin"
at_At3g52030 - mips_01_01_04 "hypothetical protein"
mips_06_07_05
mips_06_13_01
at_At3g53000 mips_06_99 "putative protein"
at_At4g24210 - mips_06_07_05 "unknown protein"
at_At5g18680 - mips_10_01_05_05 "tub family-like protein"
mips_20_25_01
mips_20_25_01_01
mips_43
mips_43_03
mips_43_03_03
mips_43_03_23
mips_47_03_02
mips_48
mips_63_09
at_At5g52120 mips_06_99 "putative protein"
Propertest Accuracy: 4/11 (36.36%)
Propertest Frequency class 'mips_06_99': 13/3463 (0.38%)
New (unknown) data (2239 items):
at_At1g11810 - no entry null
at_At1g20360 - no entry null
at_At1g20940 - no entry null
at_At1g31090 - no entry null
at_At1g32430 - no entry null
at_At1g32660 - no entry null
at_At1g47340 - no entry null
at_At1g47730 - no entry null
at_At1g47810 - no entry null
at_At1g53370 - no entry null
at_At1g53790 - no entry null
at_At1g55070 - no entry null
at_At1g57790 - no entry null
at_At1g58090 - no entry null
at_At1g59680 - no entry null
at_At1g65760 - no entry null
at_At1g66490 - no entry null
at_At1g67130 - no entry null
at_At1g67450 - no entry null
at_At1g69090 - no entry null
at_At1g70360 - no entry null
at_At1g70380 - no entry null
at_At1g71320 - no entry null
at_At1g77650 - no entry null
at_At2g02890 - no entry null
at_At2g17030 - no entry null
at_At2g17690 - no entry null
at_At2g18780 - no entry null
at_At2g22710 - no entry null
at_At2g24510 - no entry null
at_At2g27310 - no entry null
at_At2g27520 - no entry null
at_At2g31470 - no entry null
at_At2g32560 - no entry null
at_At2g40920 - no entry null
at_At2g41170 - no entry null
at_At3g07870 - no entry null
at_At3g08750 - no entry null
at_At3g16555 - no entry null
at_At3g17400 - no entry null
at_At3g17480 - no entry null
at_At3g18720 - no entry null
at_At3g18980 - no entry null
at_At3g19880 - no entry null
at_At3g20030 - no entry null
at_At3g20690 - no entry null
at_At3g20710 - no entry null
at_At3g21120 - no entry null
at_At3g21130 - mips_99 "hypothetical protein"
at_At3g22700 - no entry null
at_At3g22730 - no entry null
at_At3g22940 - no entry null
at_At3g23950 - no entry null
at_At3g23960 - no entry null
at_At3g24700 - no entry null
at_At3g44120 - no entry null
at_At3g49510 - no entry null
at_At3g49520 - no entry null
at_At3g49980 - no entry null
at_At3g54480 - no entry null
at_At3g59610 - no entry null
at_At3g61340 - no entry null
at_At4g09790 - no entry null
at_At4g11590 - no entry null
at_At4g12560 - no entry null
at_At4g19940 - no entry null
at_At4g21510 - no entry null
at_At4g22170 - no entry null
at_At4g33290 - no entry null
at_At5g14160 - no entry null
at_At5g15670 - no entry null
at_At5g36820 - no entry null
at_At5g38810 - no entry null
at_At5g39450 - no entry null
at_At5g39460 - no entry null
at_At5g41490 - no entry null
at_At5g41720 - no entry null
at_At5g42430 - no entry null
at_At5g44220 - no entry null
at_At5g45360 - no entry null
at_At5g47300 - no entry null
at_At5g50220 - no entry null
at_At5g51000 - no entry null
at_At5g52620 - no entry null
at_At5g55150 - no entry null
at_At5g60060 - no entry null
at_At5g62510 - no entry null
at_At5g62660 - no entry null
at_At1g11620 - no entry null
at_At1g12170 - no entry null
at_At1g12190 - no entry null
at_At1g19070 - no entry null
at_At1g20800 - no entry null
at_At1g26510 - no entry null
at_At1g30200 - no entry null
at_At1g30790 - no entry null
at_At1g30920 - no entry null
at_At1g30930 - no entry null
at_At1g32140 - no entry null
at_At1g32420 - no entry null
at_At1g33010 - no entry null
at_At1g33020 - no entry null
at_At1g36030 - no entry null
at_At1g47800 - no entry null
at_At1g48060 - no entry null
at_At1g49360 - no entry null
at_At1g50870 - no entry null
at_At1g50880 - no entry null
at_At1g51320 - no entry null
at_At1g52480 - no entry null
at_At1g54550 - no entry null
at_At1g55000 - no entry null
at_At1g57580 - no entry null
at_At1g64840 - no entry null
at_At1g65770 - no entry null
at_At1g70390 - no entry null
at_At1g70970 - no entry null
at_At1g78100 - no entry null
at_At2g03560 - no entry null
at_At2g04810 - no entry null
at_At2g04920 - no entry null
at_At2g11200 - no entry null
at_At2g14290 - no entry null
at_At2g14710 - no entry null
at_At2g15640 - no entry null
at_At2g16220 - no entry null
at_At2g16290 - no entry null
at_At2g16450 - no entry null
at_At2g16810 - no entry null
at_At2g17310 - no entry null
at_At2g17830 - no entry null
at_At2g23160 - no entry null
at_At2g24250 - no entry null
at_At2g26160 - no entry null
at_At2g36090 - no entry null
at_At2g38590 - no entry null
at_At3g10240 - no entry null
at_At3g10430 - no entry null
at_At3g12350 - no entry null
at_At3g13680 - no entry null
at_At3g13820 - no entry null
at_At3g13830 - mips_99 "hypothetical protein"
at_At3g16210 - no entry null
at_At3g16580 - no entry null
at_At3g16590 - no entry null
at_At3g17270 - no entry null
at_At3g17280 - no entry null
at_At3g17320 - no entry null
at_At3g17490 - no entry null
at_At3g17500 - no entry null
at_At3g17530 - no entry null
at_At3g17540 - mips_99 "hypothetical protein"
at_At3g17560 - no entry null
at_At3g18320 - no entry null
at_At3g18340 - no entry null
at_At3g19410 - no entry null
at_At3g19470 - no entry null
at_At3g19890 - no entry null
at_At3g21410 - no entry null
at_At3g22350 - no entry null
at_At3g22650 - no entry null
at_At3g22710 - no entry null
at_At3g22720 - no entry null
at_At3g22870 - no entry null
at_At3g23260 - no entry null
at_At3g24580 - no entry null
at_At3g25550 - no entry null
at_At3g25750 - no entry null
at_At3g26010 - no entry null
at_At3g44130 - no entry null
at_At3g49450 - no entry null
at_At3g52320 - no entry null
at_At3g55900 - no entry null
at_At3g57580 - no entry null
at_At3g57590 - no entry null
at_At4g05010 - no entry null
at_At4g05080 - no entry null
at_At4g09870 - no entry null
at_At4g10740 - no entry null
at_At4g17200 - no entry null
at_At4g17565 - no entry null
at_At4g18380 - no entry null
at_At4g22060 - no entry null
at_At4g22390 - no entry null
at_At4g22660 - no entry null
at_At4g38870 - no entry null
at_At5g03970 - no entry null
at_At5g18160 - no entry null
at_At5g24040 - no entry null
at_At5g36200 - no entry null
at_At5g36730 - no entry null
at_At5g37040 - no entry null
at_At5g38270 - no entry null
at_At5g39250 - no entry null
at_At5g39490 - no entry null
at_At5g41500 - no entry null
at_At5g42460 - no entry null
at_At5g46170 - no entry null
at_At5g48550 - no entry null
at_At5g52610 - no entry null
at_At5g60560 - no entry null
at_At5g65850 - no entry null
at_At5g66830 - no entry null
at_At1g10110 - no entry null
at_At1g22220 - no entry null
at_At1g27490 - no entry null
at_At1g31000 - no entry null
at_At1g31080 - no entry null
at_At1g32020 - no entry null
at_At1g47300 - no entry null
at_At1g47390 - no entry null
at_At1g47790 - no entry null
at_At1g51290 - no entry null
at_At1g52490 - no entry null
at_At1g53550 - no entry null
at_At1g60370 - no entry null
at_At1g61060 - no entry null
at_At1g62270 - no entry null
at_At1g67160 - no entry null
at_At1g70960 - no entry null
at_At1g76830 - no entry null
at_At1g78280 - no entry null
at_At2g02660 - no entry null
at_At2g03610 - no entry null
at_At2g05970 - no entry null
at_At2g19630 - no entry null
at_At2g21930 - no entry null
at_At2g26850 - no entry null
at_At2g33190 - no entry null
at_At2g33200 - no entry null
at_At3g16740 - no entry null
at_At3g16820 - no entry null
at_At3g16880 - no entry null
at_At3g17570 - no entry null
at_At3g17620 - no entry null
at_At3g17710 - no entry null
at_At3g18330 - no entry null
at_At3g18910 - no entry null
at_At3g19560 - no entry null
at_At3g21170 - no entry null
at_At3g23420 - no entry null
at_At3g23880 - no entry null
at_At3g23970 - no entry null
at_At3g25460 - no entry null
at_At3g47020 - no entry null
at_At3g47030 - no entry null
at_At3g47150 - no entry null
at_At3g56470 - no entry null
at_At4g02440 - no entry null
at_At4g09190 - no entry null
at_At4g10190 - no entry null
at_At4g19930 - no entry null
at_At4g21240 - no entry null
at_At4g22180 - no entry null
at_At4g23960 - no entry null
at_At4g29970 - no entry null
at_At5g04010 - no entry null
at_At5g15440 - no entry null
at_At5g25290 - no entry null
at_At5g39470 - no entry null
at_At5g41510 - no entry null
at_At5g52880 - no entry null
at_At5g62060 - no entry null
at_At5g63520 - no entry null
------------------
Rule 8
d <= 0.02
e.8.1 <= 0.0058
-> class mips_29_02 "non-LTR retroelements"
Evaluation on training data (4488 items):
at_At1g25430 mips_03_01_03 "hypothetical protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At1g29650 - mips_03_01_05_01 "reverse transcriptase, putative"
mips_29_01
mips_29_99
at_At1g49980 - mips_03_01_03 "unknown protein"
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_01_01
mips_29_06
mips_40_10_99
mips_40_37
mips_63_03_01
at_At2g05980 mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_29
mips_29_02
mips_29_99
mips_63
mips_63_03
mips_98
at_At2g14430 mips_03_01_05 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At2g25550 - mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g31080 - mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g45230 mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_29
mips_29_02
at_At3g32110 mips_03_01_05_01 "non-LTR reverse transcriptase, putative"
mips_29_01
mips_29_02
mips_29_99
at_At4g09710 mips_03_01_03 "RNA-directed DNA polymerase -like protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At4g26360 - mips_03_01_03 "putative protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_99
Training Accuracy: 6/11 (54.55%)
Training Frequency class 'mips_29_02': 42/4488 (0.94%)
Evaluation on validation data (2239 items):
at_At1g47910 - mips_03_01_05_01 "reverse transcriptase, putative"
mips_29_01
mips_29_99
at_At2g01840 mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At2g16680 mips_03_01_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At4g10460 mips_29 "putative retrotransposon"
mips_29_02
at_At4g10990 - mips_29_01 "putative retrotransposon polyprotein"
mips_29_99
Validation Accuracy: 3/5 (60.00%)
Validation Frequency class 'mips_29_02': 9/2239 (0.40%)
Evaluation on propertest data (3463 items):
at_At1g10160 - mips_03_01_05_01 "putative reverse transcriptase"
mips_29_01
mips_29_99
at_At1g31100 mips_03_01 "hypothetical protein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At1g34100 - mips_29_01 "putative protein"
mips_29_99
at_At2g05200 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_02
mips_29_99
at_At2g15540 mips_29_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_02
mips_29_99
at_At2g17910 - mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g18820 - mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_99
mips_63
mips_63_03
at_At2g31520 mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At4g10830 - mips_03_01_05_01 "putative protein"
mips_29_01
mips_29_99
at_At4g23160 - mips_29 "putative protein"
mips_29_01
mips_29_99
mips_99
Propertest Accuracy: 4/10 (40.00%)
Propertest Frequency class 'mips_29_02': 28/3463 (0.81%)
New (unknown) data (2239 items):
at_At1g24640 - no entry null
at_At1g47860 - no entry null
at_At2g28980 - no entry null
at_At3g30570 - no entry null
at_At4g04000 - no entry null
------------------
Rule 237
f.14 <= 0.0052
-> class mips_67_01 "channel / pore class transporters"
Evaluation on training data (4488 items):
at_At1g01340 mips_10_05_01 "CaM-regulated potassium ion channel (ACBK1)"
mips_10_05_01_10
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At2g24610 mips_06_10 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At2g25600 mips_67_01 "putative potassium transporter/channel"
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g26650 mips_10_01_09 "K+ transporter, AKT1"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g29110 mips_10_05_02 "putative ligand-gated ion channel protein (AtGLR2.8)"
mips_10_05_02_30
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g46450 mips_10_01_09 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At3g17700 mips_06_10 "cyclic nucleotide-binding transporter 1 (CNBT1)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At3g48010 mips_10_01_09 "putative cyclic nucleotide-gated channel"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g01840 mips_13_05 "putative potassium channel"
mips_67_01
mips_67_01_01
at_At4g22200 mips_10 "potassium channel (AKT2)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At4g30360 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g11210 mips_10_05_02 "putative protein (AtGLR2.5)"
mips_10_05_02_30
mips_13_03
mips_13_03_01
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At5g37500 mips_06_10 "guard cell outward rectifying K+ channel"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At5g46360 mips_67_01 "KCO-like protein 3 (emb|CAB40380.1)"
mips_67_01_01
at_At5g46370 mips_67_01 "outward rectifying potassium channel KCO"
mips_67_01_01
mips_67_04
at_At5g49960 mips_08 "putative protein"
mips_13_03
mips_13_03_01
mips_13_05
mips_40_02
mips_40_30
mips_67_01
mips_67_01_01
mips_67_04
at_At5g54250 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g57940 mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel (emb|CAB40130.1)"
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_13_05
mips_20
mips_40_02
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
Training Accuracy: 18/18 (100.00%)
Training Frequency class 'mips_67_01': 74/4488 (1.65%)
Evaluation on validation data (2239 items):
at_At1g15990 mips_10_01_09 ""
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At2g28260 mips_06_10 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At2g46440 mips_10_01_09 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g01010 mips_06_10 "cyclic nucleotide gated channel (CNGC4) like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At4g18290 mips_10_01_09 "potassium channel protein KAT2"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g30560 mips_04 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_06
mips_06_10
mips_10
mips_10_01
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63
mips_63_01
mips_63_09
mips_63_17
mips_63_17_03
mips_67
mips_67_01
mips_67_01_01
mips_67_04
at_At5g14870 mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel -like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
Validation Accuracy: 7/7 (100.00%)
Validation Frequency class 'mips_67_01': 53/2239 (2.37%)
Evaluation on propertest data (3463 items):
at_At1g02510 mips_47_03_11 "hypothetical protein"
mips_47_03_11_03
mips_47_03_11_05
mips_47_03_11_07
mips_67_01
mips_67_01_01
at_At1g19780 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel, putative"
mips_10_05_01_10
mips_13_05
mips_67_01
mips_67_01_01
at_At2g17260 mips_10_05_02 "putative glutamate receptor (GLR2)"
mips_10_05_02_30
mips_13_03
mips_13_03_01
mips_25_05_13
mips_47_03_01
mips_47_03_01_01
mips_47_03_01_01_01
mips_47_03_01_01_01_01
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g23980 mips_10_01_09 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At2g46430 mips_06 "putative cyclic nucleotide-regulated ion channel protein"
mips_10
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_01
mips_67
mips_67_01
mips_67_01_01
at_At3g17690 mips_06_10 "hypothetical protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g18160 mips_13_03 "potassium channel - like protein"
mips_13_03_01
mips_67_01
mips_67_01_01
at_At4g32500 mips_13 "potassium channel - protein"
mips_13_05
mips_20
mips_30
mips_30_04
mips_40_02
mips_40_04
mips_63_07
mips_63_19
mips_67
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g32650 mips_10_05_01 "potassium channel protein AtKC"
mips_10_05_01_10
mips_13_05
mips_20_25_01
mips_20_25_01_01
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g15410 mips_10_05_01 "cyclic nucleotide-gated cation channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g46240 mips_06_10 "potassium channel protein KAT1 (pir||S32816)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_30_04
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At5g53130 mips_10_01_09 "cyclic nucleotide-regulated ion channel (emb|CAA76178.1)"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At5g55630 mips_67_01 "outward rectifying potassium channel KCO"
mips_67_01_01
Propertest Accuracy: 13/13 (100.00%)
Propertest Frequency class 'mips_67_01': 61/3463 (1.76%)
New (unknown) data (2239 items):
at_At5g02940 - no entry null
------------------
Rule 251
b.82.3 <= 8.5e-08
-> class mips_67_01 "channel / pore class transporters"
Evaluation on training data (4488 items):
at_At1g01340 mips_10_05_01 "CaM-regulated potassium ion channel (ACBK1)"
mips_10_05_01_10
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At1g01710 mips_01_06_07 "acyl CoA thioesterase, putative"
mips_02_25
mips_10_05_01
mips_10_05_01_10
mips_13_05
mips_20_25
mips_40_19
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_04
at_At2g01980 mips_13_01 "Na+/H+ antiporter like protein"
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
at_At2g24610 mips_06_10 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At2g25600 mips_67_01 "putative potassium transporter/channel"
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g26650 mips_10_01_09 "K+ transporter, AKT1"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g46450 mips_10_01_09 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At3g17700 mips_06_10 "cyclic nucleotide-binding transporter 1 (CNBT1)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At3g48010 mips_10_01_09 "putative cyclic nucleotide-gated channel"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g00510 mips_10_01_05_05 "predicted protein with unknown function"
mips_10_01_05_05_01
mips_20_25_01
mips_20_25_01_01
mips_67_01
at_At4g22200 mips_10 "potassium channel (AKT2)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At4g30360 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g37500 mips_06_10 "guard cell outward rectifying K+ channel"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At5g54250 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g57940 mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel (emb|CAB40130.1)"
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_13_05
mips_20
mips_40_02
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'mips_67_01': 74/4488 (1.65%)
Evaluation on validation data (2239 items):
at_At1g15990 mips_10_01_09 ""
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At2g28260 mips_06_10 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At2g46440 mips_10_01_09 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g01010 mips_06_10 "cyclic nucleotide gated channel (CNGC4) like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At4g18290 mips_10_01_09 "potassium channel protein KAT2"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g30560 mips_04 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_06
mips_06_10
mips_10
mips_10_01
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63
mips_63_01
mips_63_09
mips_63_17
mips_63_17_03
mips_67
mips_67_01
mips_67_01_01
mips_67_04
at_At5g14870 mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel -like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
Validation Accuracy: 7/7 (100.00%)
Validation Frequency class 'mips_67_01': 53/2239 (2.37%)
Evaluation on propertest data (3463 items):
at_At1g19780 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel, putative"
mips_10_05_01_10
mips_13_05
mips_67_01
mips_67_01_01
at_At2g23980 mips_10_01_09 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At2g46430 mips_06 "putative cyclic nucleotide-regulated ion channel protein"
mips_10
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_01
mips_67
mips_67_01
mips_67_01_01
at_At3g17690 mips_06_10 "hypothetical protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g32500 mips_13 "potassium channel - protein"
mips_13_05
mips_20
mips_30
mips_30_04
mips_40_02
mips_40_04
mips_63_07
mips_63_19
mips_67
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g32650 mips_10_05_01 "potassium channel protein AtKC"
mips_10_05_01_10
mips_13_05
mips_20_25_01
mips_20_25_01_01
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g15410 mips_10_05_01 "cyclic nucleotide-gated cation channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g46240 mips_06_10 "potassium channel protein KAT1 (pir||S32816)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_30_04
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At5g53130 mips_10_01_09 "cyclic nucleotide-regulated ion channel (emb|CAA76178.1)"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'mips_67_01': 61/3463 (1.76%)
New (unknown) data (2239 items):
------------------
Rule 269
f.19.1 <= 1.6e-34
-> class mips_67_01 "channel / pore class transporters"
Evaluation on training data (4488 items):
at_At2g16850 mips_25_05_13 "putative aquaporin (plasma membrane intrinsic protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At2g25810 mips_13_01 "putative aquaporin (tonoplast intrinsic protein)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g54820 - mips_33_03_13 "aquaporin/MIP - like protein"
mips_35_03_17
mips_67_99
at_At4g01470 mips_13 "putative water channel protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At4g17340 mips_08 "membrane channel like protein"
mips_13_01
mips_20
mips_20_25
mips_20_25_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
at_At4g23400 - mips_20 "water channel - like protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_99
at_At5g18290 mips_13_01 "putative protein"
mips_20_25
mips_20_25_99
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
Training Accuracy: 5/7 (71.43%)
Training Frequency class 'mips_67_01': 74/4488 (1.65%)
Evaluation on validation data (2239 items):
at_At1g73190 mips_13_01 "tonoplast intrinsic protein, alpha (alpha-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_20_25_99
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g34390 mips_20 "putative aquaporin (plasma membrane intrinsic protein)"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_01
mips_67_99
mips_98
at_At2g45960 mips_25_05_13 "aquaporin (plasma membrane intrinsic protein 1B)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At3g16240 mips_13_01 "delta tonoplast integral protein (delta-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g26520 mips_13_01 "salt-stress induced tonoplast intrinsic protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g47440 mips_13_01 "aquaporin-like protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g53420 - mips_20 "plasma membrane intrinsic protein 2a"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_99
mips_98
mips_99
at_At3g61430 mips_25_05_13 "plasma membrane intrinsic protein 1a"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At4g00430 - mips_25_05_13 "transmembrane protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At4g10380 - mips_33_03_13 "major intrinsic protein (MIP) - like"
mips_35_03_17
mips_67_99
at_At4g18910 mips_25_05 "major intrinsic protein (MIP)- like"
mips_67
mips_67_01
mips_67_99
at_At5g37820 mips_25_05_13 "Membrane integral protein (MIP) -like"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At5g60660 mips_25_05_13 "mipC protein - like (aquaporin)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
Validation Accuracy: 10/13 (76.92%)
Validation Frequency class 'mips_67_01': 53/2239 (2.37%)
Evaluation on propertest data (3463 items):
at_At1g01620 - mips_25_05_13 "putative protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At1g17810 mips_13_01_01 "putative protein"
mips_13_01_01_99
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At1g80760 mips_25_05_13 "nodulin-like protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_99
at_At2g36830 mips_13_01 "putative aquaporin (tonoplast intrinsic protein gamma)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g39010 - mips_25_05_13 "putative aquaporin (water channel protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_99
at_At3g56950 mips_08 "unknown protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_20
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_01
mips_67_99
at_At4g19030 - mips_67_99 "nodulin-26 like protein"
at_At5g37810 mips_25_05 "Membrane integral protein (MIP) -like"
mips_33_03_13
mips_35_03_17
mips_67
mips_67_01
mips_67_99
at_At5g47450 mips_13_01 "membrane channel protein-like; aquaporin (tonoplast intrinsic protein)-like"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
Propertest Accuracy: 6/9 (66.67%)
Propertest Frequency class 'mips_67_01': 61/3463 (1.76%)
New (unknown) data (2239 items):
at_At4g35100 - no entry null
------------------
Rule 343
c.13.2 <= 2.7e-15
-> class mips_67_04 "ion transporters"
Evaluation on training data (4488 items):
at_At1g22150 mips_35_03_05 "sulfate tansporter Sultr1;3 (Sultr1;3)"
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At1g23090 mips_35 "putative sulphate transporter protein"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04
mips_67_04_07
mips_67_04_07_05
at_At3g12520 mips_35 "putative protein"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At4g02700 mips_35 "sulfate transporter protein"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'mips_67_04': 129/4488 (2.87%)
Evaluation on validation data (2239 items):
at_At1g77990 mips_13_01 "putative sulfate transporter (At1g77990)"
mips_13_01_03
mips_13_01_03_05
mips_67_04_07
at_At3g15990 mips_35 "putative sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At5g19600 mips_35 "sulfate transporter (Sultr3;5)"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04
mips_67_04_07
mips_67_04_07_05
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_67_04': 53/2239 (2.37%)
Evaluation on propertest data (3463 items):
at_At1g78000 mips_35 "sulfate transporter (Sultr1;2)"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At4g08620 mips_35 "putative sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At5g10180 mips_35 "sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04_07
mips_67_04_07_05
at_At5g13550 mips_35 "sulfate transporter"
mips_35_03
mips_35_03_05
mips_35_03_05_05
mips_35_03_05_07
mips_67_04
mips_67_04_07
mips_67_04_07_05
Propertest Accuracy: 4/4 (100.00%)
Propertest Frequency class 'mips_67_04': 79/3463 (2.28%)
New (unknown) data (2239 items):
------------------
Rule 653
b.82 <= 0.0045
b.82.1 > 1.1e-15
b.82.2 > 7.4e-19
c > 0.02
-> class mips_13_01 "ionic homeostasis"
Evaluation on training data (4488 items):
at_At1g01710 - mips_01_06_07 "acyl CoA thioesterase, putative"
mips_02_25
mips_10_05_01
mips_10_05_01_10
mips_13_05
mips_20_25
mips_40_19
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_04
at_At1g17260 - mips_01 "H+-transporting ATPase AHA10"
mips_40
mips_40_02
mips_63
mips_63_01
mips_63_19
mips_67
mips_67_04
mips_67_50
mips_67_50_22
mips_67_50_25
mips_99
at_At1g80660 mips_02 "H+-transporting ATPase 9 (aha9)"
mips_02_45
mips_02_45_99
mips_06_07
mips_06_07_03
mips_06_10
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_03
mips_13_03_99
mips_67_04
mips_67_50_22
mips_67_50_25
at_At2g01980 mips_13_01 "Na+/H+ antiporter like protein"
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
at_At2g18960 mips_02_45 "plasma membrane proton ATPase (PMA)"
mips_02_45_99
mips_06_07_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_03
mips_13_03_99
mips_67_50_22
mips_67_50_25
at_At2g24610 mips_06_10 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At2g25600 - mips_67_01 "putative potassium transporter/channel"
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g26650 mips_10_01_09 "K+ transporter, AKT1"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At3g17700 mips_06_10 "cyclic nucleotide-binding transporter 1 (CNBT1)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At3g60330 mips_02_45 "plasma membrane H+-ATPase - like"
mips_02_45_99
mips_06_07_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_03
mips_13_03_99
mips_67_50
mips_67_50_22
mips_67_50_25
at_At4g00510 - mips_10_01_05_05 "predicted protein with unknown function"
mips_10_01_05_05_01
mips_20_25_01
mips_20_25_01_01
mips_67_01
at_At4g22200 mips_10 "potassium channel (AKT2)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At4g30190 mips_02 "H+-transporting ATPase type 2, plasma membrane"
mips_02_45
mips_02_45_99
mips_06_07
mips_06_07_03
mips_06_10
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_03
mips_13_03_99
mips_40_02
mips_67_04
mips_67_50_22
mips_67_50_25
at_At5g37500 mips_06_10 "guard cell outward rectifying K+ channel"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At5g57350 mips_02_45 "plasma membrane ATPase 3 (proton pump) (sp|P20431)"
mips_02_45_99
mips_06_07_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_03
mips_13_03_99
mips_67_50
mips_67_50_22
mips_67_50_25
at_At5g59740 - mips_01_05_07 "protein serine /threonine kinase - like protein"
mips_40_08
mips_40_22
mips_67_07
Training Accuracy: 11/16 (68.75%)
Training Frequency class 'mips_13_01': 97/4488 (2.16%)
Evaluation on validation data (2239 items):
at_At1g06850 - mips_01 "bZip transcription factor AtbZip52"
mips_04
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_06
mips_06_07
mips_30
mips_30_04
mips_30_10
mips_40
mips_40_10
mips_40_10_03
mips_63_01
mips_63_03
at_At1g69840 - mips_03_01_03 "unknown protein"
mips_10_05_02
mips_10_05_02_30
mips_48
mips_67_01
mips_67_01_01
at_At2g24520 mips_01 "putative plasma membrane proton ATPase"
mips_02
mips_02_45
mips_02_45_99
mips_06
mips_06_07
mips_06_07_03
mips_06_10
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_03
mips_13_03_99
mips_40
mips_40_02
mips_63
mips_63_19
mips_67
mips_67_04
mips_67_50
mips_67_50_22
mips_67_50_25
mips_99
at_At2g28260 mips_06_10 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At3g07610 - mips_40_26 "hypothetical protein"
mips_40_26_03
mips_63_03_01
mips_63_17
mips_63_17_09
at_At4g18290 mips_10_01_09 "potassium channel protein KAT2"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g30560 mips_04 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_06
mips_06_10
mips_10
mips_10_01
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63
mips_63_01
mips_63_09
mips_63_17
mips_63_17_03
mips_67
mips_67_01
mips_67_01_01
mips_67_04
Validation Accuracy: 4/7 (57.14%)
Validation Frequency class 'mips_13_01': 58/2239 (2.59%)
Evaluation on propertest data (3463 items):
at_At1g09060 - mips_40_26 "hypothetical protein"
mips_40_26_03
mips_63_03_01
at_At1g11950 - mips_40_26 "putative DNA-binding protein"
mips_40_26_03
mips_63_03_01
at_At2g23980 mips_10_01_09 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At3g17690 mips_06_10 "hypothetical protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At3g42640 - mips_67_50_22 "plasma membrane H+-ATPase-like protein"
mips_67_50_25
at_At3g47230 - mips_01_01_99 "putative protein"
mips_20_20
mips_20_20_18
mips_40_10
at_At3g47950 mips_02 "H+-transporting ATPase - like protein"
mips_02_45
mips_02_45_99
mips_06_07
mips_06_07_03
mips_06_10
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_03
mips_13_03_99
mips_40_02
mips_67_04
mips_67_50
mips_67_50_22
mips_67_50_25
at_At4g30120 mips_08_19 "cadmium-transporting ATPase-like protein"
mips_11_05_01
mips_11_05_01_03
mips_11_05_01_03_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_17
mips_63_17_09
mips_67_04
mips_67_04_01
mips_67_04_01_01
mips_67_50
mips_67_50_22
at_At4g32500 - mips_13 "potassium channel - protein"
mips_13_05
mips_20
mips_30
mips_30_04
mips_40_02
mips_40_04
mips_63_07
mips_63_19
mips_67
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g32650 - mips_10_05_01 "potassium channel protein AtKC"
mips_10_05_01_10
mips_13_05
mips_20_25_01
mips_20_25_01_01
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g15410 - mips_10_05_01 "cyclic nucleotide-gated cation channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g46240 mips_06_10 "potassium channel protein KAT1 (pir||S32816)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_30_04
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At5g62670 mips_02_45 "plasma membrane proton ATPase-like"
mips_02_45_99
mips_06_07_03
mips_06_10
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_03
mips_13_03_99
mips_67_04
mips_67_50_22
mips_67_50_25
at_At5g62740 - mips_10_05_02 "unknown protein"
mips_10_05_02_30
mips_14_01_05
mips_14_01_99
mips_45
mips_45_03
mips_45_03_03
mips_67_01
mips_67_01_01
Propertest Accuracy: 6/14 (42.86%)
Propertest Frequency class 'mips_13_01': 68/3463 (1.96%)
New (unknown) data (2239 items):
at_At2g32650 - no entry null
at_At2g42670 - no entry null
at_At4g10300 - no entry null
at_At2g43120 - no entry null
at_At3g17200 - no entry null
at_At3g58670 - no entry null
at_At3g59220 - no entry null
at_At4g17050 - no entry null
at_At5g07950 - no entry null
at_At5g15120 - no entry null
at_At2g32180 - no entry null
at_At4g10290 - no entry null
------------------
Rule 198
b.82.7 > 2.8e-13
d.58.17 <= 0.0085
-> class mips_13_01 "ionic homeostasis"
Evaluation on training data (4488 items):
at_At1g01490 mips_03_01_09 "putative protein"
mips_03_01_09_05
mips_03_01_99
mips_04_05_01_04_01
mips_13_01
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g23000 mips_13 "hypothetical protein"
mips_13_01
at_At1g29000 - mips_67_50_25 "hypothetical protein"
at_At1g51090 mips_13_01 "putative proline-rich protein"
at_At3g21490 - mips_67_04 "hypothetical protein"
mips_67_50
mips_67_50_25
at_At3g24450 - mips_67_04 "unknown protein"
mips_67_50
mips_67_50_25
at_At3g53530 mips_06_99 "unknown protein"
mips_11_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
at_At4g08570 mips_13_01 "putative metal-binding isoprenylated protein"
at_At5g02600 mips_13_01 "putative protein"
at_At5g24580 - mips_67_50_25 "unknown protein"
at_At5g27690 mips_06_07 "putative protein"
mips_13_01
at_At5g50740 mips_13_01 "putative protein"
at_At5g63530 mips_06_07 "putative metal-binding protein"
mips_13_01
Training Accuracy: 9/13 (69.23%)
Training Frequency class 'mips_13_01': 97/4488 (2.16%)
Evaluation on validation data (2239 items):
at_At1g12520 mips_01_07_10 "putative Cu/Zn superoxide dismutase copper chaperone"
mips_06_99
mips_11_07_07
mips_11_07_07_07
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_25_05_13
at_At1g57780 - mips_06_07 "hypothetical protein"
at_At2g28090 - mips_63_19 "hypothetical protein"
mips_67
mips_67_50
mips_67_50_25
at_At2g36950 - mips_20_25 "putative farnesylated protein"
mips_20_25_16
at_At3g13140 mips_13_01 "hypothetical protein"
at_At5g37860 mips_13_01 "putative protein"
at_At5g60800 mips_06_07 "putative protein"
mips_13_01
Validation Accuracy: 4/7 (57.14%)
Validation Frequency class 'mips_13_01': 58/2239 (2.59%)
Evaluation on propertest data (3463 items):
at_At1g06330 - mips_67_50 "hypothetical protein"
mips_67_50_25
at_At2g28660 - mips_06_07 "unknown protein"
at_At3g56240 mips_06_07 "copper homeostasis factor"
mips_13_01
at_At4g27590 mips_13_01 "hypothetical protein"
at_At5g52740 mips_13_01 "putative protein"
Propertest Accuracy: 3/5 (60.00%)
Propertest Frequency class 'mips_13_01': 68/3463 (1.96%)
New (unknown) data (2239 items):
at_At1g56210 - no entry null
at_At1g66240 - no entry null
at_At4g13380 - no entry null
at_At5g14910 - no entry null
at_At5g19090 - no entry null
at_At5g52770 - no entry null
at_At5g66370 - no entry null
at_At1g29100 - no entry null
at_At1g55780 - no entry null
at_At1g63950 - no entry null
at_At1g71050 - no entry null
at_At2g35730 - no entry null
at_At2g37390 - no entry null
at_At3g48970 - no entry null
at_At3g51020 - no entry null
at_At4g33520 - no entry null
at_At4g35060 - mips_06 "unknown protein"
at_At4g38580 - no entry null
at_At5g03380 - no entry null
at_At5g17450 - no entry null
at_At5g26690 - no entry null
at_At5g50730 - no entry null
at_At5g52750 - no entry null
at_At1g22990 - no entry null
at_At1g49420 - no entry null
at_At4g39700 - no entry null
at_At5g66110 - no entry null
------------------
Rule 685
c.23.1 <= 0.018
-> class mips_10_05 "transmembrane signal transduction"
Evaluation on training data (4488 items):
at_At1g19050 - mips_04_05_01_04_01 "putative protein"
mips_10_01_05_07
mips_10_01_99
at_At1g59940 mips_10_01_05_07 "putative protein"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
at_At1g68210 mips_02_13 "hypothetical protein"
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At2g01830 mips_01_04_04 "cytokinin receptor CRE1b (CRE1)"
mips_01_05_04
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_13_11_03
mips_13_11_03_13
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_40_30
at_At2g17820 mips_01_05_01_01_01 "histidine kinase 1"
mips_01_20_03
mips_02_08
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_01_01
mips_62_01
mips_62_01_01
at_At2g27070 mips_04_05_01_04_01 "putative two-component response regulator protein"
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At2g41310 mips_02 "putative two-component response regulator 3 protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At3g16855 mips_01_05_04 "ARR1 protein, putative, 3' partial"
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_13_11_03
mips_13_11_03_13
at_At3g16857 mips_10_05_01 "ARR1 protein, putative, 5' partial"
mips_10_05_01_10
at_At3g23150 mips_02_13 "ethylene receptor, putative"
mips_02_13_05
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_11_05_05_99
mips_14_01_03
mips_20_20
mips_20_20_18
mips_40_30
at_At3g48100 mips_02 "response reactor 2 (ATRR2)"
mips_01_04_04
mips_02_13
mips_02_13_03
mips_02_13_05
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_11_01
at_At3g56380 mips_02_13 "response regulator-like protein"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At3g57040 mips_02 "responce reactor 4"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At5g10720 mips_01_04 "histidine kinase - like protein"
mips_01_04_04
mips_01_05_04
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_11_05_05_99
mips_13_11_03
mips_13_11_03_13
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
at_At5g35750 mips_01_05_04 "histidine kinase (AHK2)"
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_13_11_03
mips_13_11_03_13
mips_14_01_03
mips_20_20
mips_20_20_18
mips_40_30
at_At5g49240 mips_10_01_05_07 "putative protein"
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At5g62120 mips_01_04_04 "putative protein"
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
Training Accuracy: 16/17 (94.12%)
Training Frequency class 'mips_10_05': 204/4488 (4.55%)
Evaluation on validation data (2239 items):
at_At1g10470 mips_10_01_05_07 "putative response regulator 3"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
at_At1g49190 mips_10_05 "putative two-component response regulator gb|AAD12696.1"
mips_10_05_01
mips_10_05_01_10
at_At1g66340 mips_01_04 "ethylene-response protein, ETR1"
mips_01_04_04
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_14_01
mips_14_01_03
mips_20_20
mips_20_20_18
mips_40_30
at_At1g67710 mips_04_05_01_04_01 "response regulator 11 (ARR11)"
mips_06_07_03
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_11_05_01
mips_11_05_01_01
mips_11_05_05
mips_30_01
mips_63_03_01
at_At1g74890 mips_02_13 "putative response regulator (two component phosphotransfer signaling)"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At4g00760 mips_10_05_01 "putative protein"
mips_10_05_01_10
mips_25_03
at_At4g16110 mips_01_04 "hypothetical protein"
mips_01_04_04
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_05
mips_11_05_01
mips_11_05_01_01
mips_14_01
mips_30_01
mips_63_03_01
at_At5g02810 - mips_01_04_04 "unknown protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_63_03_01
at_At5g07210 mips_01_04_04 "putative protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At5g24470 mips_10_01_05 "pseudo-response regulator 5 (APRR5)"
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_25_03
at_At5g58080 mips_01_04_04 "ARR2 - like protein"
mips_04
mips_10
mips_10_01_01
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At5g60100 - mips_02_13 "pseudo-response regulator 3 (APRR3)"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
at_At5g61380 - mips_02_13 "pseudo-response regulator 1"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05
mips_10_01_05_07
at_At5g62920 mips_01_04_04 "response regulator 6 (ARR6)"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
Validation Accuracy: 11/14 (78.57%)
Validation Frequency class 'mips_10_05': 122/2239 (5.45%)
Evaluation on propertest data (3463 items):
at_At1g27320 - mips_01_05_04 "histidine kinase (AHK3)"
mips_13_11_03
mips_13_11_03_13
mips_14_01
mips_14_01_03
mips_20_20
mips_20_20_18
at_At2g01760 mips_01_04 "putative two-component response regulator protein"
mips_01_04_04
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At2g07440 mips_10_01_05 "putative two-component response regulator protein"
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_01
mips_63_03_01
at_At2g25180 mips_02_13 "putative two-component response regulator protein"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At2g40670 mips_02 "putative two-component response regulator protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_25
mips_25_03
mips_40_03
mips_63_03
mips_63_03_01
at_At2g46790 mips_10_05_01 "hypothetical protein"
mips_10_05_01_10
mips_25_03
at_At2g47430 mips_01_04 "putative histidine kinase"
mips_01_04_04
mips_06_07
mips_06_07_03
mips_10_01
mips_10_01_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11
mips_11_05
mips_11_05_05
mips_11_05_05_99
mips_40_30
at_At3g62670 mips_04_05_01_04_01 "putative protein"
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_11_05_01
mips_11_05_01_01
at_At4g18020 mips_04_05_01_04_01 "pseudo-response regulator 2 (APRR2)"
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At4g31920 mips_02_13 "predicted protein"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04
mips_10
mips_10_01_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
Propertest Accuracy: 9/10 (90.00%)
Propertest Frequency class 'mips_10_05': 187/3463 (5.40%)
New (unknown) data (2239 items):
------------------
Rule 247
b.82.3 <= 8.5e-08
f.14 <= 0.0052
-> class mips_10_05 "transmembrane signal transduction"
Evaluation on training data (4488 items):
at_At1g01340 mips_10_05_01 "CaM-regulated potassium ion channel (ACBK1)"
mips_10_05_01_10
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At2g24610 mips_06_10 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At2g25600 - mips_67_01 "putative potassium transporter/channel"
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g26650 mips_10_01_09 "K+ transporter, AKT1"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g46450 mips_10_01_09 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At3g17700 mips_06_10 "cyclic nucleotide-binding transporter 1 (CNBT1)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At3g48010 mips_10_01_09 "putative cyclic nucleotide-gated channel"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g22200 mips_10 "potassium channel (AKT2)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At4g30360 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g37500 mips_06_10 "guard cell outward rectifying K+ channel"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At5g54250 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g57940 mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel (emb|CAB40130.1)"
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_13_05
mips_20
mips_40_02
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
Training Accuracy: 11/12 (91.67%)
Training Frequency class 'mips_10_05': 204/4488 (4.55%)
Evaluation on validation data (2239 items):
at_At1g15990 mips_10_01_09 ""
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At2g28260 mips_06_10 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At2g46440 mips_10_01_09 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g01010 mips_06_10 "cyclic nucleotide gated channel (CNGC4) like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At4g18290 mips_10_01_09 "potassium channel protein KAT2"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g30560 mips_04 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_06
mips_06_10
mips_10
mips_10_01
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63
mips_63_01
mips_63_09
mips_63_17
mips_63_17_03
mips_67
mips_67_01
mips_67_01_01
mips_67_04
at_At5g14870 mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel -like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
Validation Accuracy: 7/7 (100.00%)
Validation Frequency class 'mips_10_05': 122/2239 (5.45%)
Evaluation on propertest data (3463 items):
at_At1g19780 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel, putative"
mips_10_05_01_10
mips_13_05
mips_67_01
mips_67_01_01
at_At2g23980 mips_10_01_09 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At2g46430 mips_06 "putative cyclic nucleotide-regulated ion channel protein"
mips_10
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_01
mips_67
mips_67_01
mips_67_01_01
at_At3g17690 mips_06_10 "hypothetical protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g32500 - mips_13 "potassium channel - protein"
mips_13_05
mips_20
mips_30
mips_30_04
mips_40_02
mips_40_04
mips_63_07
mips_63_19
mips_67
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g32650 mips_10_05_01 "potassium channel protein AtKC"
mips_10_05_01_10
mips_13_05
mips_20_25_01
mips_20_25_01_01
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g15410 mips_10_05_01 "cyclic nucleotide-gated cation channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g46240 mips_06_10 "potassium channel protein KAT1 (pir||S32816)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_30_04
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At5g53130 mips_10_01_09 "cyclic nucleotide-regulated ion channel (emb|CAA76178.1)"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
Propertest Accuracy: 8/9 (88.89%)
Propertest Frequency class 'mips_10_05': 187/3463 (5.40%)
New (unknown) data (2239 items):
------------------
Rule 734
a.118.6 > 0.0027
a.158 > 8e-05
c.55.1 <= 0.00011
e.20 > 4.5e-30
-> class mips_63_06 "motor protein"
Evaluation on training data (4488 items):
at_At1g13180 mips_13_05 "actin-like protein"
mips_30_04_03
mips_63_06
mips_63_07
at_At1g18450 mips_13_05 "unknown protein"
mips_30_04_03
mips_63_06
at_At1g47840 - mips_02 "hexokinase, putative"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_04
mips_03
mips_03_03
mips_03_03_01
mips_40_03
mips_40_16
mips_63_19
at_At1g72160 - mips_01_06_13 "cytosolic factor, putative"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g80460 - mips_01_06_01 "putative glycerol kinase"
mips_01_06_01_01
mips_01_06_01_03
mips_10_01_05
mips_67_07
mips_67_07_01
at_At2g37620 mips_13_05 "actin 3"
mips_30_04_03
mips_63_06
mips_63_07
at_At2g42100 mips_13_05 "putative actin"
mips_30_04_03
mips_40_04
mips_63_06
mips_63_07
at_At2g45270 - mips_06_13 "sialoglycoprotease GCP1 (GCP1)"
mips_06_99
at_At3g20040 - mips_01 "hexokinase, putative"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_04
mips_03
mips_03_03
mips_03_03_01
mips_40_16
mips_63
mips_63_19
at_At3g33520 mips_13_05 "actin like protein"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At3g53750 mips_13_05 "actin (ACT3)"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At3g60830 mips_13_05 "actin - like protein"
mips_30_04
mips_30_04_03
mips_40_04
mips_63_06
mips_63_07
at_At4g22720 - mips_06_99 "glycoprotein endopeptidase - like protein"
at_At4g29130 - mips_01_05 "hexokinase"
mips_01_05_01_01
mips_01_05_04
mips_02_01
mips_03
mips_03_03
mips_03_03_01
mips_63_19
at_At5g59370 mips_13 "actin 4"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40_04
mips_63
mips_63_06
mips_63_07
Training Accuracy: 8/15 (53.33%)
Training Frequency class 'mips_63_06': 76/4488 (1.69%)
Evaluation on validation data (2239 items):
at_At1g11660 - mips_11_01_05 "putative heat-shock protein"
mips_13_11
mips_20_25_16
mips_43
mips_43_03
mips_43_03_02
mips_47_03_15
mips_47_03_15_07
at_At1g73910 mips_13_05 "putative actin"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At2g21370 - mips_01_06_01 "putative xylulose kinase"
mips_01_06_01_01
mips_01_06_01_03
mips_10_01_05
mips_67_07
mips_67_07_01
at_At2g42170 - mips_06 "pseudogene"
mips_06_04
mips_08
mips_08_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_07
mips_37
mips_37_03
mips_37_03_13
mips_37_03_13_05
mips_40_03
mips_40_04
mips_40_04_07
mips_47
mips_47_03
mips_47_03_13
mips_47_03_13_05
mips_63
mips_63_01
mips_63_07
at_At3g12110 mips_13_05 "unknown protein"
mips_30_04_03
mips_63_06
mips_63_07
at_At3g18780 mips_13_05 "actin 2"
mips_30_04_03
mips_40_04
mips_63_06
at_At3g27000 mips_13 "actin related protein, putative"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40_04
mips_63
mips_63_06
mips_63_07
at_At4g37840 - mips_02_01 "hexokinase - like protein"
at_At5g09810 mips_13_05 "ACTIN 2/7 (sp|P53492)"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
Validation Accuracy: 5/9 (55.56%)
Validation Frequency class 'mips_63_06': 36/2239 (1.61%)
Evaluation on propertest data (3463 items):
at_At1g30540 - mips_01_05_01_01_04 "unknown protein"
at_At1g49240 mips_13 "actin 11 like protein"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40
mips_40_04
mips_63
mips_63_06
mips_63_07
at_At1g50460 - mips_01_05_04 "hexokinase, putative"
at_At2g19860 - mips_01_05_04 "hexokinase (ATHXK2)"
at_At2g42090 mips_13_05 "putative actin"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At3g46520 mips_13_05 "actin 12"
mips_30_04_03
mips_63_06
mips_63_07
at_At4g16660 - mips_01_03 "HSP like protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_04_05_05_11
mips_06_01
mips_11_01_05
mips_11_01_07
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_02
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At4g30310 - mips_01_06_01_01 "putative protein"
mips_01_06_01_03
mips_67_07
mips_67_07_01
at_At5g43500 mips_13_05 "actin-like protein"
mips_30_04_03
mips_63_06
at_At5g49650 - mips_01_06_01_01 "xylulose kinase"
mips_01_06_01_03
mips_67_07
mips_67_07_01
Propertest Accuracy: 4/10 (40.00%)
Propertest Frequency class 'mips_63_06': 66/3463 (1.91%)
New (unknown) data (2239 items):
at_At1g47860 - no entry null
------------------
Rule 733
a.118.6 > 0.0027
c.55.1 <= 0.00011
e.20 > 4.5e-30
-> class mips_30_04 "cytoskeleton"
Evaluation on training data (4488 items):
at_At1g13180 mips_13_05 "actin-like protein"
mips_30_04_03
mips_63_06
mips_63_07
at_At1g18450 mips_13_05 "unknown protein"
mips_30_04_03
mips_63_06
at_At1g47840 - mips_02 "hexokinase, putative"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_04
mips_03
mips_03_03
mips_03_03_01
mips_40_03
mips_40_16
mips_63_19
at_At1g72160 - mips_01_06_13 "cytosolic factor, putative"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g80460 - mips_01_06_01 "putative glycerol kinase"
mips_01_06_01_01
mips_01_06_01_03
mips_10_01_05
mips_67_07
mips_67_07_01
at_At2g37620 mips_13_05 "actin 3"
mips_30_04_03
mips_63_06
mips_63_07
at_At2g42100 mips_13_05 "putative actin"
mips_30_04_03
mips_40_04
mips_63_06
mips_63_07
at_At2g45270 - mips_06_13 "sialoglycoprotease GCP1 (GCP1)"
mips_06_99
at_At3g20040 - mips_01 "hexokinase, putative"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_04
mips_03
mips_03_03
mips_03_03_01
mips_40_16
mips_63
mips_63_19
at_At3g33520 mips_13_05 "actin like protein"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At3g53750 mips_13_05 "actin (ACT3)"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At3g60830 mips_13_05 "actin - like protein"
mips_30_04
mips_30_04_03
mips_40_04
mips_63_06
mips_63_07
at_At4g22720 - mips_06_99 "glycoprotein endopeptidase - like protein"
at_At4g29130 - mips_01_05 "hexokinase"
mips_01_05_01_01
mips_01_05_04
mips_02_01
mips_03
mips_03_03
mips_03_03_01
mips_63_19
at_At5g56180 mips_13_05 "putative protein"
mips_30_04_03
at_At5g59370 mips_13 "actin 4"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40_04
mips_63
mips_63_06
mips_63_07
Training Accuracy: 9/16 (56.25%)
Training Frequency class 'mips_30_04': 140/4488 (3.12%)
Evaluation on validation data (2239 items):
at_At1g11660 - mips_11_01_05 "putative heat-shock protein"
mips_13_11
mips_20_25_16
mips_43
mips_43_03
mips_43_03_02
mips_47_03_15
mips_47_03_15_07
at_At1g73910 mips_13_05 "putative actin"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At2g21370 - mips_01_06_01 "putative xylulose kinase"
mips_01_06_01_01
mips_01_06_01_03
mips_10_01_05
mips_67_07
mips_67_07_01
at_At2g42170 mips_06 "pseudogene"
mips_06_04
mips_08
mips_08_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_07
mips_37
mips_37_03
mips_37_03_13
mips_37_03_13_05
mips_40_03
mips_40_04
mips_40_04_07
mips_47
mips_47_03
mips_47_03_13
mips_47_03_13_05
mips_63
mips_63_01
mips_63_07
at_At3g12110 mips_13_05 "unknown protein"
mips_30_04_03
mips_63_06
mips_63_07
at_At3g18780 mips_13_05 "actin 2"
mips_30_04_03
mips_40_04
mips_63_06
at_At3g27000 mips_13 "actin related protein, putative"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40_04
mips_63
mips_63_06
mips_63_07
at_At4g37840 - mips_02_01 "hexokinase - like protein"
at_At5g09810 mips_13_05 "ACTIN 2/7 (sp|P53492)"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
Validation Accuracy: 6/9 (66.67%)
Validation Frequency class 'mips_30_04': 65/2239 (2.90%)
Evaluation on propertest data (3463 items):
at_At1g30540 - mips_01_05_01_01_04 "unknown protein"
at_At1g49240 mips_13 "actin 11 like protein"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40
mips_40_04
mips_63
mips_63_06
mips_63_07
at_At1g50460 - mips_01_05_04 "hexokinase, putative"
at_At2g19860 - mips_01_05_04 "hexokinase (ATHXK2)"
at_At2g42090 mips_13_05 "putative actin"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At3g46520 mips_13_05 "actin 12"
mips_30_04_03
mips_63_06
mips_63_07
at_At4g16660 - mips_01_03 "HSP like protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_04_05_05_11
mips_06_01
mips_11_01_05
mips_11_01_07
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_02
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At4g30310 - mips_01_06_01_01 "putative protein"
mips_01_06_01_03
mips_67_07
mips_67_07_01
at_At5g43500 mips_13_05 "actin-like protein"
mips_30_04_03
mips_63_06
at_At5g49650 - mips_01_06_01_01 "xylulose kinase"
mips_01_06_01_03
mips_67_07
mips_67_07_01
Propertest Accuracy: 4/10 (40.00%)
Propertest Frequency class 'mips_30_04': 107/3463 (3.09%)
New (unknown) data (2239 items):
at_At1g47860 - no entry null
------------------
Rule 271
b.35.1 <= 8.3e-05
c <= 0.02
-> class mips_02_16 "fermentation"
Evaluation on training data (4488 items):
at_At1g64710 - mips_01_20_01 "putative protein"
mips_01_20_01_05
mips_63_17
mips_63_17_09
mips_67_15
at_At1g65560 mips_02_16 "putative oxido reductase (At1g65560)"
at_At2g21890 mips_01_05_01_01_03 "putative cinnamyl-alcohol dehydrogenase"
mips_01_20_01
mips_01_20_01_05
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
at_At3g15090 mips_01_20_01 "zinc-binding dehydrogenase, putative"
mips_01_20_01_05
mips_02_16
at_At3g45770 mips_02_16 "nuclear receptor binding factor-like protein"
at_At4g13010 mips_02_16 "unknown protein"
at_At4g37970 mips_01_05_01_01_03 "cinnamyl alcohol dehydrogenase -like protein, LCADa"
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
at_At4g37980 mips_01_05_01_01 "cinnamyl-alcohol dehydrogenase ELI3-1"
mips_01_05_01_01_03
mips_01_20
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
mips_40_16
mips_63_09
mips_63_17_09
mips_67_15
at_At5g61510 mips_02 "quinone oxidoreductase - like protein"
mips_01_05_01
mips_02_16
mips_02_16_01
mips_11_07
mips_40_16
mips_63_17
mips_63_17_09
Training Accuracy: 8/9 (88.89%)
Training Frequency class 'mips_02_16': 61/4488 (1.36%)
Evaluation on validation data (2239 items):
at_At1g22430 - mips_01_20 "Very similar to alcohol dehydrogenase"
mips_01_20_01
mips_01_20_01_05
mips_63_17
mips_63_17_09
mips_67_15
at_At1g22440 - mips_01_20_01 "Very similar to alcohol dehydrogenase"
mips_01_20_01_05
mips_63_17_09
at_At1g23740 mips_02_16 "putative auxin-induced protein"
mips_63_21
mips_63_21_07
at_At1g77120 - mips_01_20_01 "alcohol dehydrogenase"
mips_01_20_01_05
mips_63_17_09
at_At2g21730 mips_01_05_01_01_03 "putative cinnamyl-alcohol dehydrogenase"
mips_01_20_01
mips_01_20_01_05
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
at_At4g39330 mips_01_20_01 "cinnamyl-alcohol dehydrogenase CAD1"
mips_01_20_01_05
mips_01_20_35
mips_01_20_35_01
mips_02_16
at_At5g16980 - mips_63_17_09 "quinone oxidoreductase -like protein"
at_At5g16990 mips_02 "quinone oxidoreductase - like protein"
mips_01_05_01
mips_01_06
mips_02_16
mips_11_07
at_At5g63620 - mips_01_20_01 "alcohol dehydrogenase-like protein"
mips_01_20_01_05
mips_63_17
mips_63_17_09
mips_67_15
Validation Accuracy: 4/9 (44.44%)
Validation Frequency class 'mips_02_16': 26/2239 (1.16%)
Evaluation on propertest data (3463 items):
at_At1g32780 - mips_01_06_01_05 "alcohol dehydrogenase like protein"
mips_01_20_01
mips_01_20_01_05
at_At1g49670 mips_02_16 "ARP protein (At1g49670; F14J22.10)"
at_At1g72680 mips_01_20_01 "putative cinnamyl-alcohol dehydrogenase"
mips_01_20_01_05
mips_01_20_35
mips_01_20_35_01
mips_02_16
at_At3g19450 mips_01_05_01_01_03 "putative cinnamyl alcohol dehydrogenase 2"
mips_01_20_01
mips_01_20_01_05
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
at_At3g56460 mips_02_16 "quinone reductase-like protein"
mips_11_07
at_At4g21580 mips_02_16 "putative NADPH quinone oxidoreductase"
mips_20_25_01
mips_20_25_01_01
mips_63_17_09
at_At4g22110 - mips_01_20_01 "alcohol dehydrogenase like protein"
mips_01_20_01_05
at_At4g34230 mips_01_20_35 "cinnamyl alcohol dehydrogenase like protein"
mips_01_20_35_01
mips_02_16
mips_11_07
mips_30_01
mips_63_17
mips_63_17_09
at_At4g37990 mips_01_05_01_01_03 "cinnamyl-alcohol dehydrogenase ELI3-2"
mips_01_20_35
mips_01_20_35_01
mips_02_16
mips_02_16_01
mips_11_07
mips_30_01
mips_63_17
mips_63_17_09
at_At5g16960 mips_02_16 "quinone oxidoreductase -like protein"
at_At5g16970 mips_02_16 "quinone oxidoreductase -like protein"
at_At5g24760 - mips_01_05_01 "alcohol dehydrogenase - like protein"
mips_01_05_01_01
mips_01_05_01_01_03
mips_01_20
mips_01_20_01
mips_01_20_01_05
mips_63_17
mips_63_17_09
mips_67_15
at_At5g42250 - mips_01_20 "alcohol dehydrogenase"
mips_01_20_01
mips_01_20_01_05
mips_63_17
mips_63_17_09
mips_67_15
at_At5g43940 - mips_01_20_01 "alcohol dehydrogenase (EC 1.1.1.1) class III (pir||S71244)"
mips_01_20_01_05
mips_63_17_09
mips_67_15
at_At5g51970 - mips_01_05_01_01_01 "sorbitol dehydrogenase-like protein"
mips_01_20_01
mips_01_20_01_05
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_63_17
mips_63_17_09
mips_67_15
Propertest Accuracy: 9/15 (60.00%)
Propertest Frequency class 'mips_02_16': 38/3463 (1.10%)
New (unknown) data (2239 items):
at_At1g26320 - no entry null
at_At5g17000 - no entry null
at_At5g37940 - no entry null
at_At5g37980 - no entry null
at_At5g38000 - no entry null
------------------
Rule 229
d.145 <= 3.9e-39
d.87.2 > 1.4e-11
-> class mips_02_16 "fermentation"
Evaluation on training data (4488 items):
at_At1g26380 mips_01_05_01_01_01 "putative protein"
mips_01_20_17
mips_01_20_17_09
mips_02_16
at_At1g26400 mips_01_05_01_01_01 "hypothetical protein"
mips_01_20_17_09
mips_02_16
at_At1g26410 - mips_01_20_17_09 "unknown protein"
mips_01_20_99
mips_20_20
mips_20_20_18
at_At1g26420 mips_02 "hypothetical protein"
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_02_16
mips_02_16_03
mips_40_16
mips_67_15
at_At1g30700 mips_01_20_17 "putative reticuline oxidase-like protein"
mips_01_20_17_09
mips_02_16
mips_40_19
mips_67_15
at_At1g30710 - mips_01_20_17_09 "putative reticuline oxidase-like protein"
mips_01_20_99
mips_02_99
mips_20_20
mips_20_20_18
at_At1g30730 - mips_01_20_17_09 "putative reticuline oxidase-like protein"
mips_40_19
at_At1g75450 mips_02 "cytokinin oxidase (CKX6)"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_99
mips_02_16
mips_02_16_03
mips_02_99
mips_14
mips_14_04
mips_20
mips_20_20
mips_20_20_18
mips_25
mips_30
mips_30_04
mips_40_03
mips_40_04
mips_40_16
mips_67
mips_67_15
at_At2g34790 - mips_01 "putative berberine bridge enzyme"
mips_01_05
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_14
mips_14_04
mips_20
mips_20_20
mips_20_20_18
mips_25
mips_67
mips_67_15
mips_99
at_At2g46750 - mips_02 "unknown protein"
mips_01_05_01
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_02_99
mips_11_01
mips_30_04
mips_40_04
mips_40_16
mips_40_19
mips_67_15
at_At2g46760 mips_01_05_01_01_01 "unknown protein"
mips_01_06_01
mips_01_07
mips_01_07_01
mips_02_16
mips_02_99
mips_30_04
mips_40_19
mips_67_15
at_At3g47930 mips_01_05_01_01_01 "L-galactono-1,4-lactone dehydrogenase - like protein"
mips_01_07_01
mips_01_20_17_09
mips_01_20_99
mips_02_16
mips_02_99
mips_20_20
mips_20_20_18
at_At3g63440 mips_01 "cytokinin oxidase -like protein"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_02_16
mips_02_16_03
mips_02_99
mips_11
mips_11_01
mips_20
mips_20_20
mips_20_20_18
mips_30
mips_30_04
mips_40
mips_40_03
mips_40_04
mips_40_16
at_At4g20800 mips_02 "putative protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_02_16
mips_40_04
mips_40_16
at_At4g20840 - mips_01_20_17_09 "reticuline oxidase - like protein"
at_At4g20860 mips_01_05_01_01_01 "berberine bridge enzyme - like protein"
mips_01_20_17_09
mips_02_16
mips_02_99
at_At4g29740 mips_02 "cytokinin oxidase - like protein"
mips_01_05_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_99
mips_02_16
mips_02_16_03
mips_02_99
mips_20
mips_20_20
mips_20_20_18
mips_30_04
mips_40_04
mips_40_16
mips_67_15
at_At5g11540 mips_01_05_01_01_01 "putative protein"
mips_01_07_01
mips_01_20_17_09
mips_02_16
mips_02_99
mips_40_19
at_At5g44380 mips_01_06 "berberine bridge enzyme-like protein"
mips_01_20_17
mips_01_20_17_09
mips_02_16
mips_40_19
mips_67_15
at_At5g44410 - mips_01_20_17_09 "berberine bridge enzyme-like protein"
at_At5g56490 mips_01_05_01_01 "putative protein"
mips_01_05_01_01_01
mips_01_07_01
mips_02_16
mips_02_99
mips_40_04
mips_40_19
Training Accuracy: 14/21 (66.67%)
Training Frequency class 'mips_02_16': 61/4488 (1.36%)
Evaluation on validation data (2239 items):
at_At1g01980 mips_01_20_17_09 "hypothetical protein"
mips_01_20_99
mips_02_16
mips_20_20
mips_20_20_18
at_At1g30760 - mips_02 "putative reticuline oxidase-like protein, 3' partial"
mips_01_05
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_02_99
mips_30
mips_30_04
mips_40_03
mips_40_04
at_At4g20820 mips_01_20_17_09 "reticuline oxidase - like protein"
mips_02_16
at_At4g36400 mips_01 "unknown protein"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_06
mips_01_06_01
mips_02_16
mips_02_16_03
mips_02_99
mips_14
mips_14_04
mips_25
mips_30
mips_30_04
mips_40_03
mips_40_04
mips_40_16
mips_40_19
mips_67
mips_67_15
at_At5g06580 mips_01_05_01_01_01 "unknown protein"
mips_02_16
mips_02_16_03
mips_02_99
mips_40_19
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'mips_02_16': 26/2239 (1.16%)
Evaluation on propertest data (3463 items):
at_At1g11770 - mips_01_20_17_09 "putative reticuline oxidase"
mips_01_20_99
mips_20_20
mips_20_20_18
at_At1g26390 - mips_01 "putative protein"
mips_01_05
mips_01_05_01
mips_01_06
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_30
mips_30_04
mips_40_16
mips_40_19
mips_67
mips_67_15
at_At1g30720 - mips_01 "putative reticuline oxidase-like protein"
mips_01_05
mips_01_05_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_20
mips_20_20
mips_20_20_18
mips_40_04
at_At1g30740 mips_01_20_17_09 "putative reticuline oxidase-like protein"
mips_02_16
mips_40_19
at_At1g32300 - mips_02 "hypothetical protein"
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_02_99
mips_20
mips_20_20
mips_20_20_18
mips_40_04
mips_40_16
mips_40_19
mips_67_15
at_At2g19500 mips_01_05_01_01_01 "cytokinin oxidase (CKX2)"
mips_01_07_01
mips_01_20_17_09
mips_01_20_99
mips_02_16
mips_02_99
mips_20_20
mips_20_20_18
at_At2g34810 - mips_01_05_01 "putative berberine bridge enzyme"
mips_01_20
mips_01_20_17
mips_01_20_17_09
mips_01_20_99
mips_20
mips_20_20
mips_20_20_18
mips_40_04
at_At2g41510 mips_02 "putative cytokinin oxidase"
mips_01_05_01
mips_01_06
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20
mips_01_20_99
mips_02_16
mips_20
mips_20_20
mips_20_20_18
mips_30_04
mips_40_04
mips_40_16
mips_40_19
mips_67_15
at_At2g46740 - mips_01_07_01 "unknown protein"
mips_01_20_17_09
mips_01_20_99
mips_02_99
mips_20_20
mips_20_20_18
at_At4g20830 - mips_01_20_17 "reticuline oxidase -like protein"
mips_01_20_17_09
at_At5g44360 - mips_01_20_17_09 "berberine bridge enzyme"
mips_02_99
mips_40_19
at_At5g44390 - mips_01_20_17_09 "berberine bridge enzyme-like protein"
at_At5g44400 mips_01_05_01_01_01 "berberine bridge enzyme"
mips_01_20_17_09
mips_02_16
mips_20_20
mips_20_20_18
at_At5g44440 mips_01_20 "berberine bridge enzyme-like protein"
mips_01_20_17
mips_01_20_17_09
mips_02_16
mips_02_99
mips_40_04
mips_40_16
at_At5g56970 mips_01_20_99 "cytokinin oxidase"
mips_02_16
mips_02_99
mips_20_20
mips_20_20_18
mips_47_03_21
mips_47_03_21_03
mips_47_03_21_03_01
Propertest Accuracy: 6/15 (40.00%)
Propertest Frequency class 'mips_02_16': 38/3463 (1.10%)
New (unknown) data (2239 items):
------------------
Rule 19
b.7.3 <= 2.7e-26
-> class mips_40_01 "cell wall"
Evaluation on training data (4488 items):
at_At1g12560 mips_40_01 "hypothetical protein"
at_At1g26770 mips_30_01 "expansin 10"
mips_40_01
at_At1g62980 mips_40_01 "expansin At-EXP6, putative"
at_At2g03090 mips_30_01 "expansin like protein"
mips_40_01
at_At2g37640 mips_30_01 "putative expansin"
mips_40_01
at_At2g40610 mips_40_01 "putative expansin"
at_At2g45110 mips_30_01 "putative beta-expansin"
mips_40_01
at_At3g15370 mips_30_01 "putative expansin S2 precursor"
mips_40_01
at_At4g01630 mips_30 "putative expansin"
mips_30_01
mips_40_01
mips_98
at_At5g05290 mips_40_01 "expansin At-EXP2 (gb|AAB38073.1)"
at_At5g39260 mips_30_01 "expansin-like protein"
mips_40_01
at_At5g39270 mips_30 "expansin-like protein"
mips_40_01
mips_98
at_At5g39280 mips_40_01 "expansin-like protein"
at_At5g39290 mips_30_01 "expansin-like protein"
mips_40_01
at_At5g39300 mips_30_01 "expansin-like protein"
mips_40_01
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'mips_40_01': 106/4488 (2.36%)
Evaluation on validation data (2239 items):
at_At1g20190 mips_40_01 "expansin S2 precursor like protein"
at_At2g20750 mips_40_01 "beta-expansin"
at_At2g28950 mips_40_01 "putative expansin"
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_40_01': 39/2239 (1.74%)
Evaluation on propertest data (3463 items):
at_At1g69530 mips_30_01 "expansin-like protein"
mips_40_01
at_At2g39700 mips_40_01 "putative expansin"
at_At3g29030 mips_40_01 "expansin At-EXP5"
at_At3g55500 mips_40_01 "expansin-like protein"
at_At4g38210 mips_30_01 "expansin -like protein"
mips_40_01
at_At5g02260 mips_40_01 "expansin precursor - like protein"
at_At5g39310 mips_30_01 "expansin-like protein"
mips_40_01
at_At5g56320 mips_40_01 "expansin"
Propertest Accuracy: 8/8 (100.00%)
Propertest Frequency class 'mips_40_01': 75/3463 (2.17%)
New (unknown) data (2239 items):
at_At4g28250 - mips_30 "putative beta-expansin/allergen protein"
mips_98
at_At1g65680 - no entry null
------------------
Rule 107
b.18.1 <= 0.0027
c.1.8 <= 0.016
-> class mips_40_01 "cell wall"
Evaluation on training data (4488 items):
at_At1g10050 mips_40_01 "putative xylan endohydrolase"
at_At1g58370 mips_40_01 "unknown protein"
mips_98
at_At1g72990 mips_40_01 "unknown protein (At1g72990)"
mips_40_25
at_At2g14690 mips_40_01 "1,4-beta-xylan endohydrolase"
at_At2g16730 mips_01_05_01_01_01 "putative beta-galactosidase"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At2g32810 mips_01_05_01_01_01 "putative beta-galactosidase (BGAL9)"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At3g13750 mips_01_05_01_01_01 "galactosidase, putative"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At4g26140 mips_01_05_01_01_01 "putative beta-galactosidase"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At4g33820 mips_40_01 "putative protein"
at_At4g35010 mips_01_05_01_01_01 "beta-galactosidase - like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At4g36360 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At4g38590 mips_01_20_01 "galactosidase like protein"
mips_01_20_01_07
mips_40_01
mips_40_25
at_At5g56870 mips_01_05_01_01_01 "beta-galactosidase (emb|CAB64740.1)"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At5g63800 mips_01_05_01 "beta-galactosidase like protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At5g63810 mips_01_05_01_01_01 "beta-galactosidase (emb|CAB64746.1)"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'mips_40_01': 106/4488 (2.36%)
Evaluation on validation data (2239 items):
at_At1g31740 mips_01_05_01 "putative protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At2g28470 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At3g54440 - mips_01_05_01_01_01 "beta Galactosidase - like protein"
mips_25_05_10
mips_25_05_13
mips_25_05_17
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
mips_40_25
at_At4g33810 mips_40_01 "beta-xylan endohydrolase -like protein"
at_At5g20710 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'mips_40_01': 39/2239 (1.74%)
Evaluation on propertest data (3463 items):
at_At1g45130 mips_01_20_01 "putative beta-galactosidase emb|CAB64741.1; similar to ESTs gb|N96096.1, gb|AW096565.1, gb|AI994624.1, gb|T42360.1, gb|AI100297.1"
mips_01_20_01_07
mips_40_01
mips_40_25
at_At1g77410 mips_01_05_01_01_01 ""
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At3g52840 mips_01 "beta-galactosidase precursor - like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_30
mips_30_01
mips_40
mips_40_01
mips_40_25
at_At4g08160 mips_40_01 "putative xylan endohydrolase"
at_At4g33830 mips_40_01 "putative protein"
at_At4g33840 mips_40_01 "putative protein"
at_At4g33850 mips_40_01 "putative protein"
at_At4g33860 mips_40_01 "putative protein"
Propertest Accuracy: 8/8 (100.00%)
Propertest Frequency class 'mips_40_01': 75/3463 (2.17%)
New (unknown) data (2239 items):
------------------
Rule 170
a > 0.02
b.104 > 1.3999e-42
b.29 <= 1.8e-07
-> class mips_40_01 "cell wall"
Evaluation on training data (4488 items):
at_At1g08450 - mips_04_05_01_04_99 "calreticulin like protein"
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_17_01
at_At1g10550 mips_01_05_99 "endoxyloglucan transferase like protein"
mips_30_01
mips_40_01
at_At1g14720 mips_01_05_99 "xyloglucan endo-transglycosylase, putative"
mips_40_01
at_At1g15530 - mips_10 "hypothetical protein"
mips_10_01_01
mips_98
at_At2g01850 mips_01_05_99 "putative xyloglucan-specific glucanase"
mips_40_01
at_At2g06850 mips_01_05_99 "putative endoxyloglucan glycosyltransferase"
mips_40_01
at_At2g14620 mips_01 "putative endoxyloglucan glycosyltransferase"
mips_01_05
mips_01_05_01
mips_01_05_99
mips_30
mips_30_01
mips_40_01
at_At2g15770 - mips_02 "hypothetical protein"
mips_02_11
mips_02_13
mips_02_13_01
mips_11_01
mips_67_04
mips_67_04_01
mips_67_04_01_01
at_At3g23730 mips_01_05_99 "xyloglucan endotransglycosylase, putative"
mips_40_01
at_At3g25050 mips_01_05_99 "endoxyloglucan transferase, putative"
mips_40_01
at_At3g48580 mips_01_05_99 "endoxyloglucan transferase-like protein"
mips_40_01
at_At4g13090 mips_01_05_99 "endoxyloglucan transferase-like protein"
mips_40_01
at_At4g14130 mips_01_05_99 "xyloglucan endotransglycosylase-related protein XTR-7"
mips_40_01
at_At4g25810 mips_01_05_01 "xyloglucan endo-1,4-beta-D-glucanase (XTR-6)"
mips_01_05_99
mips_30_01
mips_40_01
at_At4g30270 mips_01_05_99 "xyloglucan endo-1,4-beta-D-glucanase precursor"
mips_40_01
at_At5g13870 mips_01_05_01 "endoxyloglucan transferase (dbj|BAA81669.1)"
mips_01_05_99
mips_30_01
mips_40_01
at_At5g48070 mips_01_05_99 "xyloglucan endo-1,4-beta-D-glucanase"
mips_30_01
mips_40_01
at_At5g57540 mips_01_05_99 "xyloglucan endotransglycosylase"
mips_40_01
Training Accuracy: 15/18 (83.33%)
Training Frequency class 'mips_40_01': 106/4488 (2.36%)
Evaluation on validation data (2239 items):
at_At1g53070 - mips_10_01 "protein kinase, putative"
mips_10_01_01
mips_10_05
at_At1g65310 mips_01_05_99 "putative protein"
mips_40_01
at_At1g70130 - mips_10_05 "hypothetical protein"
at_At2g18800 mips_01_05_99 "putative xyloglucan endo-transglycosylase"
mips_40_01
at_At4g18990 mips_01_05_99 "xyloglucan endo-transglycosylase - like protein"
mips_30_01
mips_40_01
at_At4g30290 mips_01 "xyloglucan endo-1,4-beta-D-glucanase-like protein"
mips_01_05
mips_01_05_01
mips_01_05_99
mips_30
mips_30_01
mips_40_01
Validation Accuracy: 4/6 (66.67%)
Validation Frequency class 'mips_40_01': 39/2239 (1.74%)
Evaluation on propertest data (3463 items):
at_At1g26810 - mips_01_05_01_01 "hypothetical protein"
mips_01_05_01_01_01
mips_06
mips_40_08
at_At1g27120 - mips_01_05_01_01_01 "unknown protein"
mips_40_08
at_At1g32170 mips_01_05_99 "endoxyloglucan transferase"
mips_30_01
mips_40_01
at_At2g36870 mips_01_05_99 "putative xyloglucan endo-transglycosylase"
mips_30_01
mips_40_01
at_At3g44990 mips_01_05_99 "xyloglucan endo-transglycosylase"
mips_40_01
at_At3g45430 - mips_10 "receptor like protein kinase"
mips_10_01_01
at_At4g03210 mips_01_05_99 "putative xyloglucan endotransglycosylase"
mips_40_01
at_At4g13080 mips_01_05_99 "endoxyloglucan transferase-like protein"
mips_40_01
at_At4g25820 mips_01_05_99 "putative xyloglucan endo-1,4-beta-D-glucanase"
mips_30_01
mips_40_01
at_At4g28850 mips_01_05_99 "xyloglucan endotransglycosylase - like protein"
mips_40_01
at_At4g30280 mips_01_05_99 "xyloglucan endo-1,4-beta-D-glucanase-like protein"
mips_30_01
mips_40_01
at_At4g37800 mips_01_05_99 "endo-xyloglucan transferase - like protein"
mips_40_01
at_At5g57530 mips_01_05_99 "xyloglucan endotransglycosylase"
mips_40_01
at_At5g57550 mips_01_05_99 "endoxyloglucan transferase (gb|AAD45127.1)"
mips_30_01
mips_40_01
at_At5g57560 mips_01_05_99 "TCH4 protein (gb|AAA92363.1)"
mips_40_01
at_At5g60300 - mips_10_05 "receptor like protein kinase"
at_At5g65730 mips_01_05_99 "xyloglucan endo-transglycosylase-like protein"
mips_30_01
mips_40_01
Propertest Accuracy: 13/17 (76.47%)
Propertest Frequency class 'mips_40_01': 75/3463 (2.17%)
New (unknown) data (2239 items):
at_At1g53080 - no entry null
at_At2g29220 - no entry null
at_At3g08870 - no entry null
at_At3g16530 - no entry null
at_At3g45330 - no entry null
at_At3g45410 - no entry null
at_At3g53380 - no entry null
at_At3g59750 - no entry null
at_At4g02420 - no entry null
at_At4g04960 - no entry null
at_At5g03140 - no entry null
at_At5g55830 - no entry null
at_At5g59260 - no entry null
at_At5g59270 - no entry null
at_At5g60280 - no entry null
at_At5g60310 - no entry null
at_At5g60320 - no entry null
at_At5g65600 - no entry null
at_At1g53060 - no entry null
at_At1g70110 - no entry null
at_At1g74800 - no entry null
at_At1g78540 - no entry null
at_At2g29250 - no entry null
at_At2g43690 - no entry null
at_At2g43700 - no entry null
at_At3g45390 - no entry null
at_At3g45420 - no entry null
at_At3g45440 - no entry null
at_At3g53810 - no entry null
at_At3g59700 - no entry null
at_At3g59730 - no entry null
at_At3g59740 - no entry null
at_At4g21060 - no entry null
at_At4g28350 - no entry null
at_At4g29050 - no entry null
at_At5g01090 - no entry null
at_At5g01560 - no entry null
at_At5g10530 - no entry null
at_At5g60270 - no entry null
at_At5g62620 - no entry null
at_At1g07460 - no entry null
at_At2g37710 - no entry null
at_At3g54080 - no entry null
at_At3g55550 - no entry null
at_At4g02410 - no entry null
at_At5g01550 - no entry null
at_At5g03350 - no entry null
at_At5g06740 - no entry null
at_At5g42120 - no entry null
------------------
Rule 109
c.1.8 <= 0.016
c.23 <= 0.018
-> class mips_40_01 "cell wall"
Evaluation on training data (4488 items):
at_At3g19620 mips_01_05_01_03 "beta-xylosidase, putative"
mips_01_05_01_03_02
mips_30_01
mips_40_01
at_At3g47010 - mips_01_05_01_01 "beta-D-glucan exohydrolase - like protein"
mips_01_05_01_03
mips_01_05_01_03_02
at_At3g62710 mips_01_05_01_03_02 "beta-D-glucan exohydrolase-like protein"
mips_40_01
at_At5g09700 mips_40_01 "beta-glucosidase - like protein"
at_At5g10560 mips_01_05 "beta-xylosidase - like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_30
mips_30_01
mips_40_01
at_At5g64570 mips_40_01 "beta-xylosidase"
Training Accuracy: 5/6 (83.33%)
Training Frequency class 'mips_40_01': 106/4488 (2.36%)
Evaluation on validation data (2239 items):
at_At1g02640 mips_01_05_01_03 "beta-xylosidase, putative"
mips_01_05_01_03_02
mips_30_01
mips_40_01
at_At3g47000 mips_01 "beta-D-glucan exohydrolase - like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_30
mips_30_01
mips_40_01
at_At3g47050 mips_01_05_01_03_02 "beta-D-glucan exohydrolase - like protein"
mips_40_01
at_At5g20940 mips_01_05_01_03 "beta-glucosidase - like protein"
mips_01_05_01_03_02
mips_30_01
mips_40_01
at_At5g20950 - mips_01_05_01_01 "beta-D-glucan exohydrolase-like protein"
mips_01_05_01_03
mips_01_05_01_03_02
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'mips_40_01': 39/2239 (1.74%)
Evaluation on propertest data (3463 items):
at_At1g78060 mips_01_05_01_03_02 "putative protein"
mips_40_01
at_At3g47040 mips_01_05_01 "beta-D-glucan exohydrolase - like protein"
mips_01_05_01_01
mips_01_05_01_03
mips_01_05_01_03_02
mips_30_01
mips_40_01
at_At5g09730 mips_01_05 "beta-xylosidase - like protein"
mips_01_05_01_01
mips_40_01
at_At5g49360 mips_01_05_01_03 "xylosidase"
mips_01_05_01_03_02
mips_40_01
Propertest Accuracy: 4/4 (100.00%)
Propertest Frequency class 'mips_40_01': 75/3463 (2.17%)
New (unknown) data (2239 items):
------------------
Rule 914
a.157.1 <= 4e-11
-> class mips_25_05 "animal development"
Evaluation on training data (4488 items):
at_At1g20140 mips_01_01_04 "kinetochore protein Skp1, putative"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g25700 mips_01_01 "putative kinetechore (Skp1p-like) protein"
mips_01_01_04
mips_01_05_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21830 mips_01_01_04 "kinetochore-like protein, Skp1p"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21860 mips_01 "kinetochore-like protein, Skp1p"
mips_01_01
mips_01_01_04
mips_03
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_99
mips_14
mips_14_01
mips_14_01_03
mips_14_04
mips_20
mips_25
mips_25_05
mips_25_05_09
mips_30
mips_30_04
mips_40
mips_40_10
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
mips_99
at_At3g53060 mips_03 "kinetochore - like protein"
mips_03_03
mips_03_03_01
mips_04
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_99
mips_14
mips_14_04
mips_25
mips_25_05
mips_40_02
mips_40_10
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
mips_63
mips_63_03
mips_67
mips_67_01
mips_67_04
at_At3g60020 mips_01_01_04 "Skp1-like protein"
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At5g42190 mips_01_01_04 "UIP2 (gb|AAC63110.1)"
mips_01_05_04
mips_04_05_01_04_99
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'mips_25_05': 400/4488 (8.91%)
Evaluation on validation data (2239 items):
at_At1g10230 mips_01_01_04 "putative kinetochore protein"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03170 mips_01_01 "putative kinetechore (Skp1p-like) protein"
mips_01_01_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21840 mips_04_05_01_04_99 "kinetochore-like protein, Skp1p"
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At4g34210 mips_01_01_04 "kinetochore (SKP1p) - like protein"
mips_03
mips_03_03_01
mips_04_05_01_04_99
mips_14_04
mips_25_05
mips_25_05_09
mips_30
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_25_05': 204/2239 (9.11%)
Evaluation on propertest data (3463 items):
at_At1g75950 mips_01_01_04 "UIP1"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03160 - mips_01_01_04 "putative kinetechore (Skp1p-like) protein"
mips_01_05_04
mips_04_05_01_04_99
mips_06_13_01
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g03190 mips_04_05_01_04_99 "putative kinetechore (Skp1p-like) protein"
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_40_10_99
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g20160 mips_01_01_04 "putative kinetechore (Skp1p-like) protein"
mips_03_03_01
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At2g45950 - mips_04_05_01_04_99 "SKP1-like protein"
mips_14_01
mips_14_01_03
mips_30_04
mips_40_10_99
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g21850 mips_01_01_04 "kinetochore-like protein, Skp1p"
mips_01_05_04
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g25650 mips_01_01_04 "kinetechore protein, putative"
mips_04_05_01_04_99
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At3g60010 mips_01_01 "Skp1-like protein"
mips_01_01_04
mips_04_05_01_04_99
mips_14_01
mips_14_01_03
mips_25_05_09
mips_30_04
mips_47
mips_47_03
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
at_At4g34470 mips_01_01_04 "Skp1p - like protein"
mips_04_05_01_04_99
mips_14_01_03
mips_25_05_09
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
Propertest Accuracy: 7/9 (77.78%)
Propertest Frequency class 'mips_25_05': 319/3463 (9.21%)
New (unknown) data (2239 items):
------------------
Rule 266
f.19.1 <= 1.6e-34
-> class mips_25_05 "animal development"
Evaluation on training data (4488 items):
at_At2g16850 mips_25_05_13 "putative aquaporin (plasma membrane intrinsic protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At2g25810 mips_13_01 "putative aquaporin (tonoplast intrinsic protein)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g54820 - mips_33_03_13 "aquaporin/MIP - like protein"
mips_35_03_17
mips_67_99
at_At4g01470 mips_13 "putative water channel protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At4g17340 mips_08 "membrane channel like protein"
mips_13_01
mips_20
mips_20_25
mips_20_25_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
at_At4g23400 mips_20 "water channel - like protein"
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_99
at_At5g18290 - mips_13_01 "putative protein"
mips_20_25
mips_20_25_99
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_99
Training Accuracy: 5/7 (71.43%)
Training Frequency class 'mips_25_05': 400/4488 (8.91%)
Evaluation on validation data (2239 items):
at_At1g73190 - mips_13_01 "tonoplast intrinsic protein, alpha (alpha-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_20_25_99
mips_47_03_07
mips_47_03_07_01
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g34390 mips_20 "putative aquaporin (plasma membrane intrinsic protein)"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_01
mips_67_99
mips_98
at_At2g45960 mips_25_05_13 "aquaporin (plasma membrane intrinsic protein 1B)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At3g16240 mips_13_01 "delta tonoplast integral protein (delta-TIP)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g26520 mips_13_01 "salt-stress induced tonoplast intrinsic protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g47440 mips_13_01 "aquaporin-like protein"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At3g53420 mips_20 "plasma membrane intrinsic protein 2a"
mips_25
mips_25_05
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40
mips_40_02
mips_67
mips_67_99
mips_98
mips_99
at_At3g61430 mips_25_05_13 "plasma membrane intrinsic protein 1a"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At4g00430 mips_25_05_13 "transmembrane protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At4g10380 - mips_33_03_13 "major intrinsic protein (MIP) - like"
mips_35_03_17
mips_67_99
at_At4g18910 mips_25_05 "major intrinsic protein (MIP)- like"
mips_67
mips_67_01
mips_67_99
at_At5g37820 mips_25_05_13 "Membrane integral protein (MIP) -like"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
at_At5g60660 mips_25_05_13 "mipC protein - like (aquaporin)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_99
Validation Accuracy: 11/13 (84.62%)
Validation Frequency class 'mips_25_05': 204/2239 (9.11%)
Evaluation on propertest data (3463 items):
at_At1g01620 mips_25_05_13 "putative protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_99
at_At1g17810 - mips_13_01_01 "putative protein"
mips_13_01_01_99
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At1g80760 mips_25_05_13 "nodulin-like protein"
mips_33
mips_33_03
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_99
at_At2g36830 mips_13_01 "putative aquaporin (tonoplast intrinsic protein gamma)"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
at_At2g39010 mips_25_05_13 "putative aquaporin (water channel protein)"
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_67_99
at_At3g56950 mips_08 "unknown protein"
mips_13_01
mips_13_01_01
mips_13_01_01_99
mips_20
mips_25_05_13
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_02
mips_67_01
mips_67_99
at_At4g19030 - mips_67_99 "nodulin-26 like protein"
at_At5g37810 mips_25_05 "Membrane integral protein (MIP) -like"
mips_33_03_13
mips_35_03_17
mips_67
mips_67_01
mips_67_99
at_At5g47450 mips_13_01 "membrane channel protein-like; aquaporin (tonoplast intrinsic protein)-like"
mips_13_01_01
mips_13_01_01_99
mips_25_05_13
mips_33_03_13
mips_35_03_17
mips_67_01
mips_67_01_01
mips_67_01_99
mips_67_99
Propertest Accuracy: 7/9 (77.78%)
Propertest Frequency class 'mips_25_05': 319/3463 (9.21%)
New (unknown) data (2239 items):
at_At4g35100 - no entry null
------------------
Rule 50
b.82.1 <= 1.1e-15
-> class mips_02_13 "respiration"
Evaluation on training data (4488 items):
at_At1g03890 mips_01_05_01_01_03 "putative cruciferin 12S seed storage protein"
mips_02_13
mips_65
at_At1g10460 mips_01_05_01_01_03 "germin-like protein (GLP7)"
mips_02_13
at_At1g18970 mips_01_05_01_01_03 "germin-like protein (GLP4)"
mips_02_13
at_At1g67070 - mips_01_05_01_01_01 "phosphomannose isomerase (din9)"
at_At1g72610 - mips_01_05_01_01 "germin-like protein"
mips_01_05_01_01_03
at_At2g28680 mips_01_05_01_01_01 "legumin-like protein"
mips_01_05_01_01_03
mips_02_13
mips_02_99
mips_65
at_At3g10080 mips_01_05_01_01_03 "germin-like protein"
mips_02_13
at_At4g14710 - mips_01_01_01_07 "hypothetical protein"
mips_01_01_01_07_04
at_At4g28520 - mips_01_05_01_01_03 "12S cruciferin seed storage protein"
mips_65
at_At5g38930 - mips_01_05_01 "germin - like protein"
mips_01_05_01_01
mips_01_05_01_01_03
mips_30_01
at_At5g38950 - mips_01_05_01_01_03 "germin - like protein"
at_At5g39100 mips_01_05_01_01_03 "germin-like protein (GLP6)"
mips_02_13
mips_30_01
at_At5g39110 mips_01_05_01_01_03 "germin -like protein"
mips_02_13
at_At5g39150 mips_01_05_01_01_03 "germin - like protein"
mips_02_13
at_At5g61750 mips_01_05 "germin-like protein - like"
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11_05
mips_30
Training Accuracy: 9/15 (60.00%)
Training Frequency class 'mips_02_13': 82/4488 (1.83%)
Evaluation on validation data (2239 items):
at_At1g09560 mips_02 "germin-like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11_01
mips_11_05
mips_30_01
at_At1g18980 mips_01_05_01_01 "unknown protein"
mips_01_05_01_01_03
mips_02_13
at_At3g62020 mips_01_05_01_01_03 "germin-like protein (GLP10)"
mips_02_13
at_At5g39120 mips_01_05_01_01_03 "germin - like protein"
mips_02_13
mips_30_01
at_At5g39130 mips_01_05_01_01_03 "germin - like protein"
mips_02_13
Validation Accuracy: 5/5 (100.00%)
Validation Frequency class 'mips_02_13': 32/2239 (1.43%)
Evaluation on propertest data (3463 items):
at_At1g74820 mips_01_05_01_01 "germin-like protein"
mips_01_05_01_01_03
mips_02_13
at_At2g18540 - mips_13_07 "putative vicilin storage protein (globulin-like)"
mips_25_05_15
mips_35
mips_35_03
mips_35_03_12
mips_40_27
mips_63_06
mips_63_07
mips_65
at_At2g26400 - mips_01_01 "unknown protein"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_04
at_At4g02980 - mips_03_99 "auxin-binding protein 1 precursor"
mips_20_20
mips_20_20_18
at_At4g14630 mips_02 "germin precursor oxalate oxidase"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11
mips_11_01
mips_11_05
mips_30
mips_30_01
at_At5g26700 mips_01 "nectarin - like protein"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11
mips_11_01
mips_11_05
mips_30
mips_30_01
mips_98
at_At5g38910 mips_02 "germin - like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11
mips_11_01
mips_11_05
mips_30
mips_30_01
at_At5g38940 - mips_01_05_01_01_03 "germin - like protein"
mips_30_01
at_At5g38960 mips_01_05_01_01_03 "germin - like protein"
mips_02_13
mips_30_01
at_At5g39190 mips_02 "germin-like protein (GLP2a) copy2"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_03
mips_02_13
mips_11_01
mips_11_05
mips_30_01
at_At5g43850 - mips_01_01_01_07 "putative protein"
mips_01_01_01_07_04
at_At5g54080 - mips_01_01 "homogentisate 1,2-dioxygenase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
Propertest Accuracy: 6/12 (50.00%)
Propertest Frequency class 'mips_02_13': 54/3463 (1.56%)
New (unknown) data (2239 items):
at_At1g03880 - mips_65 "putative cruciferin 12S seed storage protein"
at_At4g36700 - mips_65 "globulin-like protein"
at_At1g07750 - mips_65 "globulin like protein"
at_At4g10280 - no entry null
at_At2g28490 - mips_65 "putative seed storage protein (vicilin-like)"
at_At3g22640 - mips_65 "unknown protein"
at_At5g44120 - mips_65 "legumin-like protein"
------------------
Rule 686
a.30.2 > 0.0053
a.4.1 > 0.011
c.23.1 <= 0.018
-> class mips_02_13 "respiration"
Evaluation on training data (4488 items):
at_At1g19050 - mips_04_05_01_04_01 "putative protein"
mips_10_01_05_07
mips_10_01_99
at_At1g59940 - mips_10_01_05_07 "putative protein"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
at_At1g68210 mips_02_13 "hypothetical protein"
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At2g41310 mips_02 "putative two-component response regulator 3 protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At3g16855 - mips_01_05_04 "ARR1 protein, putative, 3' partial"
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_13_11_03
mips_13_11_03_13
at_At3g48100 mips_02 "response reactor 2 (ATRR2)"
mips_01_04_04
mips_02_13
mips_02_13_03
mips_02_13_05
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_11_01
at_At3g56380 mips_02_13 "response regulator-like protein"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At3g57040 mips_02 "responce reactor 4"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At5g62120 - mips_01_04_04 "putative protein"
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
Training Accuracy: 5/9 (55.56%)
Training Frequency class 'mips_02_13': 82/4488 (1.83%)
Evaluation on validation data (2239 items):
at_At1g10470 - mips_10_01_05_07 "putative response regulator 3"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
at_At1g66340 - mips_01_04 "ethylene-response protein, ETR1"
mips_01_04_04
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_14_01
mips_14_01_03
mips_20_20
mips_20_20_18
mips_40_30
at_At1g74890 mips_02_13 "putative response regulator (two component phosphotransfer signaling)"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At4g00760 - mips_10_05_01 "putative protein"
mips_10_05_01_10
mips_25_03
at_At5g02810 mips_01_04_04 "unknown protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_63_03_01
at_At5g24470 - mips_10_01_05 "pseudo-response regulator 5 (APRR5)"
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_25_03
at_At5g60100 mips_02_13 "pseudo-response regulator 3 (APRR3)"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
at_At5g61380 mips_02_13 "pseudo-response regulator 1"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05
mips_10_01_05_07
at_At5g62920 mips_01_04_04 "response regulator 6 (ARR6)"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
Validation Accuracy: 5/9 (55.56%)
Validation Frequency class 'mips_02_13': 32/2239 (1.43%)
Evaluation on propertest data (3463 items):
at_At2g07440 - mips_10_01_05 "putative two-component response regulator protein"
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_01
mips_63_03_01
at_At2g40670 mips_02 "putative two-component response regulator protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_25
mips_25_03
mips_40_03
mips_63_03
mips_63_03_01
at_At2g46790 - mips_10_05_01 "hypothetical protein"
mips_10_05_01_10
mips_25_03
at_At2g47430 - mips_01_04 "putative histidine kinase"
mips_01_04_04
mips_06_07
mips_06_07_03
mips_10_01
mips_10_01_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11
mips_11_05
mips_11_05_05
mips_11_05_05_99
mips_40_30
Propertest Accuracy: 1/4 (25.00%)
Propertest Frequency class 'mips_02_13': 54/3463 (1.56%)
New (unknown) data (2239 items):
------------------
Rule 75
c.72.1 <= 4.7e-33
-> class mips_02_07 "pentose-phosphate pathway"
Evaluation on training data (4488 items):
at_At1g06020 mips_02_01 "fructokinase, putative"
mips_02_05
mips_02_07
mips_02_07_03
at_At1g06030 mips_02 "fructokinase, putative"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
at_At1g22940 - mips_01_01 "phosphomethylpyrimidine kinase"
mips_01_01_01
mips_01_07
mips_01_07_01
at_At1g49350 - mips_01 "unknown protein"
mips_01_03
mips_02
mips_01_03_01
mips_01_03_01_03
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_01
mips_40_03
at_At1g50390 mips_02_01 "fructokinase, putative"
mips_02_05
mips_02_07
mips_02_07_03
mips_67_07
mips_67_07_01
at_At1g69200 - mips_01_03_01 "putative fructokinase"
mips_01_05
mips_01_05_01_01
mips_02_01
at_At3g09820 mips_01_03_01 "putative adenosine kinase"
mips_01_03_01_03
mips_02_01
mips_02_07
mips_02_07_03
at_At3g24030 - mips_01_07 "hydoxyethylthiazole kinase, putative"
mips_01_07_01
mips_63_17_07
at_At3g59480 mips_01_05_01_01_01 "fructokinase-like protein"
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
at_At4g10260 mips_02 "fructokinase - like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
at_At4g27600 mips_01_03 "carbohydrate kinase like protein"
mips_02
mips_01_03_01
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_01
mips_02_07
mips_02_07_03
mips_40_03
at_At5g03300 mips_01_03_01 "adenosine kinase (MOK16.21)"
mips_01_03_01_03
mips_02_07
mips_02_07_03
at_At5g37850 - mips_01_01 "pyridoxal kinase -like protein"
mips_01_01_01
mips_01_07
mips_01_07_01
mips_01_07_04
at_At5g51830 mips_01_05_01_01_01 "fructokinase 1"
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
Training Accuracy: 9/14 (64.29%)
Training Frequency class 'mips_02_07': 49/4488 (1.09%)
Evaluation on validation data (2239 items):
at_At1g06730 mips_01_03_01 "sugar kinase, putative"
mips_01_05_01_01_01
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
at_At1g17160 mips_01_03 "putative ribokinase"
mips_02
mips_01_03_01
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_01
mips_02_07
mips_02_07_03
at_At5g43910 mips_01_03_01 "putative protein"
mips_01_03_01_03
mips_01_05_01_01_01
mips_02_01
mips_02_07
mips_02_07_03
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_02_07': 21/2239 (0.94%)
Evaluation on propertest data (3463 items):
at_At1g19600 mips_01_03 "ribokinase, putative"
mips_01_03_01
mips_01_05_01_01_01
mips_02_01
mips_02_07
mips_02_07_03
at_At1g66430 mips_02_01 "fructokinase, putative"
mips_02_05
mips_02_07
mips_02_07_03
at_At2g31390 mips_02_01 "putative fructokinase"
mips_02_05
mips_02_07
mips_02_07_03
at_At3g54090 mips_01_03_01 "fructokinase - like protein"
mips_01_05_01_01_01
mips_02_01
mips_02_07
mips_02_07_03
at_At5g58730 mips_02 "unknown protein"
mips_01_05_01
mips_02_01
mips_02_07
mips_02_07_03
Propertest Accuracy: 5/5 (100.00%)
Propertest Frequency class 'mips_02_07': 24/3463 (0.69%)
New (unknown) data (2239 items):
at_At5g19150 - no entry null
------------------
Rule 73
c.72.1 <= 4.7e-33
-> class mips_02_01 "glycolysis and gluconeogenesis"
Evaluation on training data (4488 items):
at_At1g06020 mips_02_01 "fructokinase, putative"
mips_02_05
mips_02_07
mips_02_07_03
at_At1g06030 mips_02 "fructokinase, putative"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
at_At1g22940 - mips_01_01 "phosphomethylpyrimidine kinase"
mips_01_01_01
mips_01_07
mips_01_07_01
at_At1g49350 mips_01 "unknown protein"
mips_01_03
mips_02
mips_01_03_01
mips_01_03_01_03
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_01
mips_40_03
at_At1g50390 mips_02_01 "fructokinase, putative"
mips_02_05
mips_02_07
mips_02_07_03
mips_67_07
mips_67_07_01
at_At1g69200 mips_01_03_01 "putative fructokinase"
mips_01_05
mips_01_05_01_01
mips_02_01
at_At3g09820 mips_01_03_01 "putative adenosine kinase"
mips_01_03_01_03
mips_02_01
mips_02_07
mips_02_07_03
at_At3g24030 - mips_01_07 "hydoxyethylthiazole kinase, putative"
mips_01_07_01
mips_63_17_07
at_At3g59480 mips_01_05_01_01_01 "fructokinase-like protein"
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
at_At4g10260 mips_02 "fructokinase - like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
at_At4g27600 mips_01_03 "carbohydrate kinase like protein"
mips_02
mips_01_03_01
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_02_01
mips_02_07
mips_02_07_03
mips_40_03
at_At5g03300 - mips_01_03_01 "adenosine kinase (MOK16.21)"
mips_01_03_01_03
mips_02_07
mips_02_07_03
at_At5g37850 - mips_01_01 "pyridoxal kinase -like protein"
mips_01_01_01
mips_01_07
mips_01_07_01
mips_01_07_04
at_At5g51830 mips_01_05_01_01_01 "fructokinase 1"
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
Training Accuracy: 10/14 (71.43%)
Training Frequency class 'mips_02_01': 107/4488 (2.38%)
Evaluation on validation data (2239 items):
at_At1g06730 mips_01_03_01 "sugar kinase, putative"
mips_01_05_01_01_01
mips_02_01
mips_02_05
mips_02_07
mips_02_07_03
at_At1g17160 mips_01_03 "putative ribokinase"
mips_02
mips_01_03_01
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_01
mips_02_07
mips_02_07_03
at_At5g43910 mips_01_03_01 "putative protein"
mips_01_03_01_03
mips_01_05_01_01_01
mips_02_01
mips_02_07
mips_02_07_03
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_02_01': 49/2239 (2.19%)
Evaluation on propertest data (3463 items):
at_At1g19600 mips_01_03 "ribokinase, putative"
mips_01_03_01
mips_01_05_01_01_01
mips_02_01
mips_02_07
mips_02_07_03
at_At1g66430 mips_02_01 "fructokinase, putative"
mips_02_05
mips_02_07
mips_02_07_03
at_At2g31390 mips_02_01 "putative fructokinase"
mips_02_05
mips_02_07
mips_02_07_03
at_At3g54090 mips_01_03_01 "fructokinase - like protein"
mips_01_05_01_01_01
mips_02_01
mips_02_07
mips_02_07_03
at_At5g58730 mips_02 "unknown protein"
mips_01_05_01
mips_02_01
mips_02_07
mips_02_07_03
Propertest Accuracy: 5/5 (100.00%)
Propertest Frequency class 'mips_02_01': 60/3463 (1.73%)
New (unknown) data (2239 items):
at_At5g19150 - no entry null
------------------
Rule 214
c.1.12 <= 1.9e-12
-> class mips_02_01 "glycolysis and gluconeogenesis"
Evaluation on training data (4488 items):
at_At1g20860 - mips_01_04_07 "putative inorganic phosphate transporter protein"
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_13_11
mips_13_11_03
mips_13_11_03_01
mips_67
mips_67_04_07
mips_67_07
at_At2g43180 mips_02 "putative carboxyphosphonoenolpyruvate mutase"
mips_01_05_01
mips_01_20
mips_02_01
mips_02_22
at_At3g21720 mips_02_01 "putative isocitrate lyase"
mips_02_22
at_At3g22960 mips_02_01 "pyruvate kinase like protein"
at_At4g15530 mips_01_04_07 "pyruvate,orthophosphate dikinase"
mips_01_05_07
mips_02_01
mips_02_30
mips_02_99
mips_06_07_03
mips_08_19
mips_63_19_03
mips_67_07
mips_67_07_01
at_At4g26390 mips_02 "pyruvate kinase like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_02_01
mips_40_03
at_At5g43350 - mips_01_05_07 "phosphate transporter (gb|AAB17265.1)"
mips_08_19
mips_67_04_07
mips_67_07
at_At5g56350 mips_02 "pyruvate kinase"
mips_01_05_01_01
mips_02_01
Training Accuracy: 6/8 (75.00%)
Training Frequency class 'mips_02_01': 107/4488 (2.38%)
Evaluation on validation data (2239 items):
at_At1g21440 mips_02_01 "hypothetical protein"
mips_02_22
at_At1g32440 mips_02_01 "putative pyruvate kinase, plastid isozyme (At1g32440)"
at_At1g76430 - mips_01_05_04 "putative phosphate transporter"
mips_01_05_07
mips_08_19
mips_13_11_03
mips_13_11_03_01
mips_67_07
at_At2g32830 - mips_01_04_07 "putative phosphate transporter"
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_13_11_03
mips_13_11_03_01
mips_67_04
mips_67_04_07
mips_67_07
at_At2g38940 - mips_01_04 "phosphate transporter (AtPT2)"
mips_01_04_07
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_67_04
mips_67_04_07
mips_67_07
at_At2g46110 - mips_01_07_01 "3-methyl-2-oxobutanoate hydroxy-methyl-transferase"
at_At3g25960 mips_02_01 "putative pyruvate kinase"
at_At3g52990 mips_02_01 "pyruvate kinase - like protein"
at_At3g54700 - mips_01 "phosphate transport protein"
mips_01_04_07
mips_01_05
mips_01_05_07
mips_08_19
mips_13
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_40
mips_67
mips_67_04_07
mips_67_07
at_At3g55810 mips_02 "pyruvate kinase - like protein"
mips_01_05_01
mips_01_05_01_01
mips_02_01
at_At5g43340 - mips_01_04 "inorganic phosphate transporter (dbj|BAA34390.1)"
mips_01_04_07
mips_01_05_07
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_67_04
mips_67_04_07
mips_67_07
at_At5g43360 - mips_01_04 "inorganic phosphate transporter (dbj|BAA24281.1)"
mips_01_04_07
mips_01_05_04
mips_01_05_07
mips_08_19
mips_13_01
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_67_04
mips_67_04_07
mips_67_07
at_At5g63680 mips_02_01 "pyruvate kinase"
Validation Accuracy: 6/13 (46.15%)
Validation Frequency class 'mips_02_01': 49/2239 (2.19%)
Evaluation on propertest data (3463 items):
at_At1g77060 mips_02_01 "carboxyphosphonoenolpyruvate mutase like protein"
mips_02_22
at_At2g36580 mips_02_01 "pyruvate kinase like protein"
at_At3g49160 - mips_02 "pyruvate kinase -like protein"
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
at_At3g55650 mips_01_05 "pyruvate kinase - like protein"
mips_01_05_01_01
mips_02_01
at_At3g61530 - mips_01_07 "3-methyl-2-oxobutanoate hydroxy-methyl-transferase-like protein"
mips_01_07_01
mips_30_01
at_At5g08570 mips_02 "pyruvate kinase"
mips_01_05_01
mips_01_05_01_01
mips_02_01
at_At5g43370 - mips_01_04_07 "inorganic phosphate transporter (dbj|BAA24282.1)"
mips_01_05_07
mips_08_19
mips_13_01_01
mips_13_01_01_03
mips_13_01_03
mips_13_01_03_03
mips_67_04_07
mips_67_07
at_At5g52920 mips_02_01 "pyruvate kinase"
Propertest Accuracy: 5/8 (62.50%)
Propertest Frequency class 'mips_02_01': 60/3463 (1.73%)
New (unknown) data (2239 items):
at_At3g14940 - no entry null
at_At2g42600 - no entry null
at_At4g10750 - no entry null
at_At1g53310 - no entry null
at_At1g68750 - no entry null
at_At4g24080 - no entry null
------------------
Rule 255
b.82.3 <= 8.5e-08
-> class mips_13_05 "cell motility"
Evaluation on training data (4488 items):
at_At1g01340 mips_10_05_01 "CaM-regulated potassium ion channel (ACBK1)"
mips_10_05_01_10
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At1g01710 mips_01_06_07 "acyl CoA thioesterase, putative"
mips_02_25
mips_10_05_01
mips_10_05_01_10
mips_13_05
mips_20_25
mips_40_19
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_04
at_At2g01980 - mips_13_01 "Na+/H+ antiporter like protein"
mips_13_01_01
mips_13_01_01_03
mips_13_01_01_99
mips_67_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
mips_67_50
mips_67_50_05
at_At2g24610 - mips_06_10 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At2g25600 - mips_67_01 "putative potassium transporter/channel"
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g26650 mips_10_01_09 "K+ transporter, AKT1"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g46450 mips_10_01_09 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At3g17700 mips_06_10 "cyclic nucleotide-binding transporter 1 (CNBT1)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At3g48010 - mips_10_01_09 "putative cyclic nucleotide-gated channel"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g00510 - mips_10_01_05_05 "predicted protein with unknown function"
mips_10_01_05_05_01
mips_20_25_01
mips_20_25_01_01
mips_67_01
at_At4g22200 mips_10 "potassium channel (AKT2)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At4g30360 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g37500 mips_06_10 "guard cell outward rectifying K+ channel"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At5g54250 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g57940 mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel (emb|CAB40130.1)"
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_13_05
mips_20
mips_40_02
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
Training Accuracy: 10/15 (66.67%)
Training Frequency class 'mips_13_05': 102/4488 (2.27%)
Evaluation on validation data (2239 items):
at_At1g15990 mips_10_01_09 ""
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At2g28260 mips_06_10 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At2g46440 mips_10_01_09 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g01010 mips_06_10 "cyclic nucleotide gated channel (CNGC4) like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At4g18290 mips_10_01_09 "potassium channel protein KAT2"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g30560 - mips_04 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_06
mips_06_10
mips_10
mips_10_01
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63
mips_63_01
mips_63_09
mips_63_17
mips_63_17_03
mips_67
mips_67_01
mips_67_01_01
mips_67_04
at_At5g14870 - mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel -like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
Validation Accuracy: 5/7 (71.43%)
Validation Frequency class 'mips_13_05': 53/2239 (2.37%)
Evaluation on propertest data (3463 items):
at_At1g19780 mips_10_05_01 "cyclic nucleotide and calmodulin-regulated ion channel, putative"
mips_10_05_01_10
mips_13_05
mips_67_01
mips_67_01_01
at_At2g23980 mips_10_01_09 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At2g46430 mips_06 "putative cyclic nucleotide-regulated ion channel protein"
mips_10
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_01
mips_67
mips_67_01
mips_67_01_01
at_At3g17690 mips_06_10 "hypothetical protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g32500 mips_13 "potassium channel - protein"
mips_13_05
mips_20
mips_30
mips_30_04
mips_40_02
mips_40_04
mips_63_07
mips_63_19
mips_67
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g32650 mips_10_05_01 "potassium channel protein AtKC"
mips_10_05_01_10
mips_13_05
mips_20_25_01
mips_20_25_01_01
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g15410 mips_10_05_01 "cyclic nucleotide-gated cation channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g46240 mips_06_10 "potassium channel protein KAT1 (pir||S32816)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_30_04
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At5g53130 - mips_10_01_09 "cyclic nucleotide-regulated ion channel (emb|CAA76178.1)"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
Propertest Accuracy: 8/9 (88.89%)
Propertest Frequency class 'mips_13_05': 61/3463 (1.76%)
New (unknown) data (2239 items):
------------------
Rule 732
a.118.6 > 0.0027
c.55.1 <= 0.00011
e.20 > 4.5e-30
-> class mips_13_05 "cell motility"
Evaluation on training data (4488 items):
at_At1g13180 mips_13_05 "actin-like protein"
mips_30_04_03
mips_63_06
mips_63_07
at_At1g18450 mips_13_05 "unknown protein"
mips_30_04_03
mips_63_06
at_At1g47840 - mips_02 "hexokinase, putative"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_04
mips_03
mips_03_03
mips_03_03_01
mips_40_03
mips_40_16
mips_63_19
at_At1g72160 - mips_01_06_13 "cytosolic factor, putative"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g80460 - mips_01_06_01 "putative glycerol kinase"
mips_01_06_01_01
mips_01_06_01_03
mips_10_01_05
mips_67_07
mips_67_07_01
at_At2g37620 mips_13_05 "actin 3"
mips_30_04_03
mips_63_06
mips_63_07
at_At2g42100 mips_13_05 "putative actin"
mips_30_04_03
mips_40_04
mips_63_06
mips_63_07
at_At2g45270 - mips_06_13 "sialoglycoprotease GCP1 (GCP1)"
mips_06_99
at_At3g20040 - mips_01 "hexokinase, putative"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_04
mips_03
mips_03_03
mips_03_03_01
mips_40_16
mips_63
mips_63_19
at_At3g33520 mips_13_05 "actin like protein"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At3g53750 mips_13_05 "actin (ACT3)"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At3g60830 mips_13_05 "actin - like protein"
mips_30_04
mips_30_04_03
mips_40_04
mips_63_06
mips_63_07
at_At4g22720 - mips_06_99 "glycoprotein endopeptidase - like protein"
at_At4g29130 - mips_01_05 "hexokinase"
mips_01_05_01_01
mips_01_05_04
mips_02_01
mips_03
mips_03_03
mips_03_03_01
mips_63_19
at_At5g56180 mips_13_05 "putative protein"
mips_30_04_03
at_At5g59370 mips_13 "actin 4"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40_04
mips_63
mips_63_06
mips_63_07
Training Accuracy: 9/16 (56.25%)
Training Frequency class 'mips_13_05': 102/4488 (2.27%)
Evaluation on validation data (2239 items):
at_At1g11660 - mips_11_01_05 "putative heat-shock protein"
mips_13_11
mips_20_25_16
mips_43
mips_43_03
mips_43_03_02
mips_47_03_15
mips_47_03_15_07
at_At1g73910 mips_13_05 "putative actin"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At2g21370 - mips_01_06_01 "putative xylulose kinase"
mips_01_06_01_01
mips_01_06_01_03
mips_10_01_05
mips_67_07
mips_67_07_01
at_At2g42170 - mips_06 "pseudogene"
mips_06_04
mips_08
mips_08_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_07
mips_37
mips_37_03
mips_37_03_13
mips_37_03_13_05
mips_40_03
mips_40_04
mips_40_04_07
mips_47
mips_47_03
mips_47_03_13
mips_47_03_13_05
mips_63
mips_63_01
mips_63_07
at_At3g12110 mips_13_05 "unknown protein"
mips_30_04_03
mips_63_06
mips_63_07
at_At3g18780 mips_13_05 "actin 2"
mips_30_04_03
mips_40_04
mips_63_06
at_At3g27000 mips_13 "actin related protein, putative"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40_04
mips_63
mips_63_06
mips_63_07
at_At4g37840 - mips_02_01 "hexokinase - like protein"
at_At5g09810 mips_13_05 "ACTIN 2/7 (sp|P53492)"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
Validation Accuracy: 5/9 (55.56%)
Validation Frequency class 'mips_13_05': 53/2239 (2.37%)
Evaluation on propertest data (3463 items):
at_At1g30540 - mips_01_05_01_01_04 "unknown protein"
at_At1g49240 mips_13 "actin 11 like protein"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40
mips_40_04
mips_63
mips_63_06
mips_63_07
at_At1g50460 - mips_01_05_04 "hexokinase, putative"
at_At2g19860 - mips_01_05_04 "hexokinase (ATHXK2)"
at_At2g42090 mips_13_05 "putative actin"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At3g46520 mips_13_05 "actin 12"
mips_30_04_03
mips_63_06
mips_63_07
at_At4g16660 - mips_01_03 "HSP like protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_04_05_05_11
mips_06_01
mips_11_01_05
mips_11_01_07
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_02
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At4g30310 - mips_01_06_01_01 "putative protein"
mips_01_06_01_03
mips_67_07
mips_67_07_01
at_At5g43500 mips_13_05 "actin-like protein"
mips_30_04_03
mips_63_06
at_At5g49650 - mips_01_06_01_01 "xylulose kinase"
mips_01_06_01_03
mips_67_07
mips_67_07_01
Propertest Accuracy: 4/10 (40.00%)
Propertest Frequency class 'mips_13_05': 61/3463 (1.76%)
New (unknown) data (2239 items):
at_At1g47860 - no entry null
------------------
Rule 187
d.79.2 <= 1.2e-39
-> class mips_63_07 "structural protein"
Evaluation on training data (4488 items):
at_At1g20010 - mips_25_05_15 "beta tubulin 1, putative"
at_At1g64740 mips_03_03 "putative protein"
mips_30_04
mips_40_04
mips_63_07
at_At2g36250 - mips_03_03_03 "chloroplast division protein AtFtsZ2-1 (AtFtsZ2-1)"
mips_03_99
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_26
mips_30_26_03
mips_40_26
mips_40_26_03
mips_63_19_05
at_At4g14960 mips_30_04 "tubulin alpha-6 chain (TUA6)"
mips_63_07
at_At4g20890 mips_25 "tubulin beta-9 chain"
mips_25_05
mips_25_05_15
mips_30
mips_30_04
mips_30_04_05
mips_30_30
mips_35
mips_35_03
mips_35_03_12
mips_40_04
mips_63_07
mips_63_19
at_At5g05620 mips_30_04_05 "tubulin gamma-2 chain (sp|P38558)"
mips_40_04
mips_40_04_05
mips_48
mips_63_07
mips_63_19
at_At5g19770 mips_30_04 "tubulin alpha-5 chain-like protein"
mips_63_07
at_At5g44340 mips_25_05_15 "tubulin beta-4 chain (sp|P24636)"
mips_30_04
mips_30_04_05
mips_30_30
mips_35
mips_35_03
mips_35_03_12
mips_63_07
at_At5g62690 mips_25_05_15 "tubulin beta-2/beta-3 chain (sp|P29512)"
mips_30_04
mips_30_04_05
mips_30_30
mips_35
mips_35_03
mips_35_03_12
mips_63_07
at_At5g62700 - mips_25_05_15 "tubulin beta-2/beta-3 chain (sp|P29512)"
mips_30_04_05
mips_30_30
mips_35_03_12
mips_40_04
Training Accuracy: 7/10 (70.00%)
Training Frequency class 'mips_63_07': 79/4488 (1.76%)
Evaluation on validation data (2239 items):
at_At1g50010 mips_63_07 "tubulin alpha-2/alpha-4 chain, putative"
at_At3g52750 - mips_03_03_03 "plastid division protein FtsZ-like"
mips_03_99
mips_14_04_01
mips_14_04_01_01
mips_14_04_01_01_01
mips_30_26
mips_30_26_03
mips_40_26
mips_40_26_03
mips_63_19_05
at_At3g61650 mips_14_01 "tubulin gamma-1 chain"
mips_30_04
mips_30_04_05
mips_40_04_05
mips_48
mips_63_07
at_At5g19780 mips_30_04 "tubulin alpha-5 chain"
mips_40_04
mips_63_07
at_At5g23860 mips_14 "beta tubulin"
mips_14_04
mips_25
mips_25_05
mips_25_05_15
mips_30
mips_30_04
mips_30_04_05
mips_30_30
mips_35
mips_35_03
mips_35_03_12
mips_40
mips_40_04
mips_63
mips_63_07
mips_63_19
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'mips_63_07': 36/2239 (1.61%)
Evaluation on propertest data (3463 items):
at_At1g75780 mips_63_07 "tubulin beta-1 chain"
at_At2g29550 mips_25_05_15 "tubulin beta-7 chain"
mips_35
mips_35_03
mips_35_03_12
mips_63_07
at_At5g12250 mips_25_05_15 "tubulin beta-6 chain (sp|P29514)"
mips_30_04_05
mips_30_30
mips_35
mips_35_03
mips_35_03_12
mips_63_07
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'mips_63_07': 70/3463 (2.02%)
New (unknown) data (2239 items):
at_At1g04820 - no entry null
------------------
Rule 735
a.118.6 > 0.0027
a.158 > 8e-05
c.55.1 <= 0.00011
e.20 > 4.5e-30
-> class mips_63_07 "structural protein"
Evaluation on training data (4488 items):
at_At1g13180 mips_13_05 "actin-like protein"
mips_30_04_03
mips_63_06
mips_63_07
at_At1g18450 - mips_13_05 "unknown protein"
mips_30_04_03
mips_63_06
at_At1g47840 - mips_02 "hexokinase, putative"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_04
mips_03
mips_03_03
mips_03_03_01
mips_40_03
mips_40_16
mips_63_19
at_At1g72160 - mips_01_06_13 "cytosolic factor, putative"
mips_08_07
mips_08_07_07
mips_40_08
mips_48
mips_63_09
at_At1g80460 - mips_01_06_01 "putative glycerol kinase"
mips_01_06_01_01
mips_01_06_01_03
mips_10_01_05
mips_67_07
mips_67_07_01
at_At2g37620 mips_13_05 "actin 3"
mips_30_04_03
mips_63_06
mips_63_07
at_At2g42100 mips_13_05 "putative actin"
mips_30_04_03
mips_40_04
mips_63_06
mips_63_07
at_At2g45270 - mips_06_13 "sialoglycoprotease GCP1 (GCP1)"
mips_06_99
at_At3g20040 - mips_01 "hexokinase, putative"
mips_02
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_04
mips_03
mips_03_03
mips_03_03_01
mips_40_16
mips_63
mips_63_19
at_At3g33520 mips_13_05 "actin like protein"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At3g53750 mips_13_05 "actin (ACT3)"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At3g60830 mips_13_05 "actin - like protein"
mips_30_04
mips_30_04_03
mips_40_04
mips_63_06
mips_63_07
at_At4g22720 - mips_06_99 "glycoprotein endopeptidase - like protein"
at_At4g29130 - mips_01_05 "hexokinase"
mips_01_05_01_01
mips_01_05_04
mips_02_01
mips_03
mips_03_03
mips_03_03_01
mips_63_19
at_At5g59370 mips_13 "actin 4"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40_04
mips_63
mips_63_06
mips_63_07
Training Accuracy: 7/15 (46.67%)
Training Frequency class 'mips_63_07': 79/4488 (1.76%)
Evaluation on validation data (2239 items):
at_At1g11660 - mips_11_01_05 "putative heat-shock protein"
mips_13_11
mips_20_25_16
mips_43
mips_43_03
mips_43_03_02
mips_47_03_15
mips_47_03_15_07
at_At1g73910 mips_13_05 "putative actin"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At2g21370 - mips_01_06_01 "putative xylulose kinase"
mips_01_06_01_01
mips_01_06_01_03
mips_10_01_05
mips_67_07
mips_67_07_01
at_At2g42170 mips_06 "pseudogene"
mips_06_04
mips_08
mips_08_01
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_07
mips_37
mips_37_03
mips_37_03_13
mips_37_03_13_05
mips_40_03
mips_40_04
mips_40_04_07
mips_47
mips_47_03
mips_47_03_13
mips_47_03_13_05
mips_63
mips_63_01
mips_63_07
at_At3g12110 mips_13_05 "unknown protein"
mips_30_04_03
mips_63_06
mips_63_07
at_At3g18780 - mips_13_05 "actin 2"
mips_30_04_03
mips_40_04
mips_63_06
at_At3g27000 mips_13 "actin related protein, putative"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40_04
mips_63
mips_63_06
mips_63_07
at_At4g37840 - mips_02_01 "hexokinase - like protein"
at_At5g09810 mips_13_05 "ACTIN 2/7 (sp|P53492)"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
Validation Accuracy: 5/9 (55.56%)
Validation Frequency class 'mips_63_07': 36/2239 (1.61%)
Evaluation on propertest data (3463 items):
at_At1g30540 - mips_01_05_01_01_04 "unknown protein"
at_At1g49240 mips_13 "actin 11 like protein"
mips_13_05
mips_14
mips_14_04
mips_25
mips_25_05
mips_30
mips_30_04
mips_30_04_03
mips_40
mips_40_04
mips_63
mips_63_06
mips_63_07
at_At1g50460 - mips_01_05_04 "hexokinase, putative"
at_At2g19860 - mips_01_05_04 "hexokinase (ATHXK2)"
at_At2g42090 mips_13_05 "putative actin"
mips_30_04
mips_30_04_03
mips_63_06
mips_63_07
at_At3g46520 mips_13_05 "actin 12"
mips_30_04_03
mips_63_06
mips_63_07
at_At4g16660 - mips_01_03 "HSP like protein"
mips_01_03_16
mips_01_03_16_01
mips_04_05_05
mips_04_05_05_11
mips_06_01
mips_11_01_05
mips_11_01_07
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_02
mips_47
mips_47_03
mips_47_03_15
mips_47_03_15_07
at_At4g30310 - mips_01_06_01_01 "putative protein"
mips_01_06_01_03
mips_67_07
mips_67_07_01
at_At5g43500 - mips_13_05 "actin-like protein"
mips_30_04_03
mips_63_06
at_At5g49650 - mips_01_06_01_01 "xylulose kinase"
mips_01_06_01_03
mips_67_07
mips_67_07_01
Propertest Accuracy: 3/10 (30.00%)
Propertest Frequency class 'mips_63_07': 70/3463 (2.02%)
New (unknown) data (2239 items):
at_At1g47860 - no entry null
------------------
Rule 919
a.157.1 > 4e-11
b > 0.02
c.10 > 0.00068
d.42.1 <= 2.4e-09
g.53.1 > 7.8e-22
-> class mips_13_11 "cellular sensing and response"
Evaluation on training data (4488 items):
at_At1g01640 - mips_25_05_25 "hypothetical protein"
mips_30_04
mips_63_07
at_At1g03010 mips_13_11 "hypothetical protein"
mips_13_11_01
mips_13_11_01_05
mips_30_04
mips_40_04
at_At1g67900 mips_13 "unknown protein"
mips_13_11
mips_13_11_01
mips_13_11_01_05
mips_30
mips_30_04
mips_40_04
mips_63_01
at_At2g05330 - mips_63_07 "hypothetical protein"
at_At2g23050 mips_13_11_01 "hypothetical protein"
mips_13_11_01_05
at_At2g40440 - mips_11_01_01 "hypothetical protein"
mips_11_01_09
at_At2g40450 - mips_25_05_25 "hypothetical protein"
mips_63_07
at_At2g46260 - mips_25_05_25 "unknown protein"
at_At3g08660 mips_13_11_01 "putative non-phototropic hypocotyl"
mips_13_11_01_05
mips_30_04
at_At3g26490 mips_13_11_01 "non-phototropic hypocotyl, putative"
mips_13_11_01_05
at_At3g29740 - mips_11_01_01 "hypothetical protein"
mips_11_01_09
at_At3g44820 mips_13_11_01 "non-phototropic hypocotyl 3-like protein"
mips_13_11_01_05
at_At3g50840 mips_13_11 "putative protein"
mips_13_11_01
mips_13_11_01_05
mips_30_04
mips_40_04
at_At3g61600 - mips_63_07 "POZ/BTB containing-protein AtPOB1"
at_At5g03250 mips_13_11_01 "photoreceptor-interacting protein - like"
mips_13_11_01_05
at_At5g10250 mips_13_11_01 "non-phototropic hypocotyl 3-like protein"
mips_13_11_01_05
at_At5g47800 mips_13_11_01 "photoreceptor-interacting protein-like"
mips_13_11_01_05
at_At5g59140 - mips_03_03_01 "unknown protein"
mips_04_05_01_01
mips_04_05_01_04_99
mips_40_10
mips_47_03_01
mips_47_03_01_02
mips_47_03_02
mips_63_01
at_At5g64330 mips_13 "non-phototropic hypocotyl 3 (NPH3)"
mips_13_11
mips_13_11_01
mips_13_11_01_05
mips_63
mips_63_01
mips_98
Training Accuracy: 11/19 (57.89%)
Training Frequency class 'mips_13_11': 179/4488 (3.99%)
Evaluation on validation data (2239 items):
at_At2g14820 mips_13 "hypothetical protein"
mips_13_11
mips_13_11_01
mips_13_11_01_05
mips_30
mips_30_04
mips_63_01
at_At3g48360 - mips_25_05_25 "unknown protein"
mips_30_04
at_At3g49900 mips_13_11_01 "putative protein"
mips_13_11_01_05
mips_25_05_25
at_At3g56230 - mips_25_05_25 "putative protein"
mips_30_04
mips_63_07
at_At4g01160 - mips_63_07 "predicted protein"
at_At4g19660 - mips_63_07 "putative protein"
at_At4g37590 mips_13_11_01 "unknown protein"
mips_13_11_01_05
at_At5g13060 - mips_08_13 "unknown protein"
mips_40_10_05
at_At5g17580 mips_13 "putative protein"
mips_13_11
mips_13_11_01
mips_13_11_01_05
mips_63_01
mips_63_19
at_At5g48800 mips_13_11_01 "non-phototropic hypocotyl-like protein"
mips_13_11_01_05
mips_30_04
at_At5g66560 mips_13_11_01 "unknown protein"
mips_13_11_01_05
Validation Accuracy: 6/11 (54.55%)
Validation Frequency class 'mips_13_11': 77/2239 (3.44%)
Evaluation on propertest data (3463 items):
at_At1g30440 mips_13_11_01 "non-phototropic hypocotyl, putative"
mips_13_11_01_05
at_At1g50280 mips_13_11_01 "hypothetical protein"
mips_13_11_01_05
at_At1g64280 - mips_10 "transcription factor inhibitor I kappa B, putative"
mips_11
mips_11_05
mips_11_05_03
mips_40_02
mips_40_04
mips_63
mips_63_07
at_At2g30520 - mips_25_05_25 "unknown protein"
at_At2g41370 - mips_06 "hypothetical protein"
mips_06_04
mips_10
mips_40
mips_63
mips_63_07
mips_99
at_At2g47860 mips_13_11_01 "unknown protein"
mips_13_11_01_05
at_At3g08570 mips_06_04 "hypothetical protein"
mips_13_11
mips_13_11_01
mips_13_11_01_05
mips_14_01
mips_40_04
at_At3g49970 mips_13_11_01 "putative protein"
mips_13_11_01_05
at_At3g51770 - mips_01 "putative protein"
mips_03
mips_03_03
mips_03_03_01
mips_05
mips_06
mips_06_07
mips_10
mips_20
mips_40
mips_40_03
mips_40_10
mips_40_10_99
mips_63
mips_63_01
mips_99
at_At4g31820 mips_13_11_01 "putative protein"
mips_13_11_01_05
at_At5g13600 mips_13_11_01 "photoreceptor-interacting protein-like; non-phototropic hypocotyl-like protein"
mips_13_11_01_05
at_At5g19330 - mips_08_13 "putative protein"
mips_40_10_05
at_At5g48130 mips_13_11_01 "putative protein"
mips_13_11_01_05
at_At5g48510 - mips_25_05_25 "putative protein"
mips_40_04
mips_63_07
at_At5g67440 mips_13_11_01 "photoreceptor-interacting protein-like"
mips_13_11_01_05
Propertest Accuracy: 9/15 (60.00%)
Propertest Frequency class 'mips_13_11': 114/3463 (3.29%)
New (unknown) data (2239 items):
at_At2g04740 - no entry null
at_At3g57130 - no entry null
at_At4g04090 - no entry null
at_At5g45110 - no entry null
at_At5g58550 - no entry null
------------------
Rule 567
d.20.1 <= 4.8e-06
-> class mips_03_03 "cell cycle"
Evaluation on training data (4488 items):
at_At1g17280 - mips_06_07_05 "putative ubiquitin-conjugating enzyme"
mips_06_13_01
mips_14_04_03
mips_14_04_03_03
mips_30_10
at_At1g70660 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g16740 mips_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At2g16920 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At2g33770 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g08690 mips_03_03_01_01 "putative ubiquitin conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g13550 mips_03_03_01_01 "ubiquitin-conjugating enzyme COP10 (COP10)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g20060 mips_03_03_01_01 "ubiquitin-conjugating enzyme, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At3g55380 mips_03_03_02 "ubiquitin-conjugating enzyme UBC3"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At4g36410 - mips_06_07_05 "ubiquitin-conjugating enzyme"
mips_08_05
at_At4g36800 mips_03 "ubiquitin-protein ligase like protein"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13
mips_30
at_At5g05080 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g42990 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g50870 - mips_06_07 "ubiquitin-conjugating enzyme-like protein"
mips_06_07_05
mips_06_13
mips_06_13_01
mips_08
mips_08_13
mips_11_01
mips_14_01
mips_14_04_03
mips_14_04_03_03
mips_14_04_03_05
at_At5g53300 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 10 (ubiquitin-protein ligase 10) (ubiquitin carrier protein 10) (sp|P35133)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g56150 mips_03_03_01_01 "ubiquitin-conjugating enzyme-like protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
Training Accuracy: 13/16 (81.25%)
Training Frequency class 'mips_03_03': 313/4488 (6.97%)
Evaluation on validation data (2239 items):
at_At1g14400 mips_03_03_02 "unknown protein"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
at_At1g45050 mips_03_03_01_01 "similar to ubiquitin-conjugating enzyme 15 gb|AAC39324.1; similar to ESTs emb|Z47633.1, gb|L47909.1, gb|T42291.1"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g63800 mips_03_03_02 "putative ubiquitin-conjugating enzyme"
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_14_04_03_03
mips_14_04_03_05
at_At1g64230 mips_03_03 "ubiquitin-conjugating enzyme, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At1g75440 mips_03_01_05_01 "ubiquitin-conjugating enzyme 16, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At2g18600 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g32790 mips_03_03 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At2g46030 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_04_03
mips_14_04_03_03
mips_30_10
at_At3g08700 mips_03_03_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07_05
mips_30_10
at_At3g12400 - mips_02 "unknown protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_06_07
mips_06_13
mips_06_13_04
mips_08
mips_08_13
mips_63_01
mips_63_03
at_At5g13860 - mips_02 "putative protein"
mips_01_05_01
mips_01_05_01_01
mips_06_07
mips_06_13
mips_06_13_04
mips_08
mips_08_13
at_At5g41340 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-21 kD 1 (ubiquitin-protein ligase 4) (ubiquitin carrier protein 4) (sp|P42748)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_06_13_01
mips_08_13
mips_14_04_03
mips_14_04_03_03
mips_14_04_03_05
mips_30_10
Validation Accuracy: 10/12 (83.33%)
Validation Frequency class 'mips_03_03': 157/2239 (7.01%)
Evaluation on propertest data (3463 items):
at_At1g16890 mips_03 "unknown protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40_03
at_At1g23260 mips_03_03_01_01 "similar to DNA binding protein (At1g23260)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g36340 mips_03 "putative ubiquitin conjugating enzyme"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06
mips_06_07
mips_06_07_05
mips_06_13
mips_14
mips_14_01
mips_30
mips_30_10
mips_40
mips_40_03
at_At1g50490 mips_03_03_01_01 "cyclin-specific ubiquitin carrier protein, putative"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At1g78870 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g02760 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme E2"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At2g36060 mips_03_03_01_01 "putative ubiquitin-conjugating enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At3g15355 mips_03_03_01_01 "ubiquitin-conjugating like enzyme"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_10
mips_14_10_02
mips_30_10
at_At3g17000 mips_03_03_04 "ubiquitin conjugating enzyme, putative"
mips_03_03_04_07
mips_06_07_05
at_At3g46460 mips_03_03 "ubiquitin conjugating enzyme E2 (UBC13)"
mips_03_03_02
mips_06_07_05
mips_06_13
mips_06_13_01
mips_14_04_03
mips_14_04_03_03
mips_48
mips_62_01_07
at_At3g52560 - mips_06_07_05 "putative DNA-binding protein"
mips_06_13_01
mips_08_13
mips_14_04_03_03
mips_14_04_03_05
at_At3g57870 mips_03_03_01_01 "E2 ubiquitin-conjugating-like enzyme Ahus5"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At4g27960 mips_03_03_01_01 "ubiquitin-protein ligase UBC9"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g25760 mips_03_03_01_01 "unknown protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
at_At5g41700 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kD 8 (ubiquitin-protein ligase 8) (ubiquitin carrier protein 8) (sp|P35131)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_14_01
mips_30_10
at_At5g50430 mips_03_03 "ubiquitin conjugating enzyme-like protein"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07
mips_06_07_05
mips_06_13
mips_14_01
mips_30_10
at_At5g59300 mips_03_03_02 "ubiquitin-conjugating enzyme - like"
mips_06_07_05
mips_06_13_01
mips_06_99
mips_25_05_25
mips_48
mips_62_01
mips_62_01_07
at_At5g62540 mips_03_03_01_01 "ubiquitin-conjugating enzyme E2-17 kd 3 (ubiquitin-protein ligase 3) (ubiquitin carrier protein 3)-like protein (sp|P42746)"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_06_07_05
mips_30_10
Propertest Accuracy: 17/18 (94.44%)
Propertest Frequency class 'mips_03_03': 229/3463 (6.61%)
New (unknown) data (2239 items):
at_At1g27530 - no entry null
at_At1g53020 - no entry null
------------------
Rule 881
a.74.1 <= 5.6e-06
-> class mips_03_03 "cell cycle"
Evaluation on training data (4488 items):
at_At1g14750 mips_03_01 "cyclin, putative"
mips_03_01_03
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At1g15570 mips_03_03_04 "putative cyclin (At1g15570)"
mips_03_03_04_07
mips_14_04_03_01
mips_62_02_01_01
at_At1g16330 mips_03_03_04 "putative mitotic cyclin"
mips_03_03_04_07
mips_14_04_03_01
mips_62_02_01
mips_62_02_01_01
at_At1g35440 mips_03_03_01_01 "hypothetical protein"
mips_03_03_04
mips_03_03_04_07
mips_40_10_03
mips_62_02_01_01
at_At1g44110 mips_03_03 "mitotic cyclin a2-type, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At1g76310 mips_03_03_02 "putative G2/mitotic-specific cyclin 1 (B-like cyclin)"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_14_04_03_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g80370 mips_03_03_01_01 "putative cyclin"
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_62_02_01_01
at_At2g17620 mips_03_03 "putative cyclin 2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_30_04
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At2g26430 mips_03 "cyclin like protein"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_04_05_01
mips_04_05_01_04
mips_25_05
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At2g44740 - mips_01_04 "putative PREG1-like negative regulator"
mips_01_04_04
mips_01_05_04
mips_02_19
at_At3g12280 mips_03_03_01_01 "putative retinoblastoma-associated protein"
mips_40_10_03
at_At3g21870 - mips_01_04_04 "PREG-like protein, putative"
mips_01_05_04
mips_02_19
at_At3g50070 mips_03_03 "cyclin D3-like protein"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_40_08
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At3g57370 - mips_04_01 "putative protein"
mips_04_01_01
mips_04_05_01_01
mips_04_05_01_04_01
mips_40_10_99
at_At3g60550 - mips_01_04_04 "regulatory protein - like"
mips_01_05_04
mips_02_19
at_At3g63120 mips_02 "unknown protein"
mips_01_04
mips_01_04_04
mips_01_05
mips_01_05_04
mips_02_19
mips_03
mips_03_03
mips_03_03_01
mips_04_05
mips_04_05_01
mips_04_05_01_04
at_At4g03270 mips_03_03_01 "putative D-type cyclin"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_25_05_25
mips_62_02_01_01
at_At4g34160 mips_03_03_04 "cyclin delta-3"
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_14_04_03_01
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At4g36650 - mips_04_01 "transcription initiation factor like protein"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_01
mips_04_05_01_04_01
mips_40_10_99
at_At5g02110 mips_03 "putative protein"
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_62_02_01_01
at_At5g06150 mips_03_03_01_01 "mitosis-specific cyclin 1b"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_40_08
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At5g07450 - mips_01_04_04 "putative protein"
mips_01_05_04
mips_02_19
at_At5g11300 mips_03_03_04 "cyclin 3b"
mips_03_03_04_07
mips_14_04_03_01
mips_62_02_01_01
at_At5g43080 mips_03_01_03 "cyclin A-type"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_25_05_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At5g45190 mips_03_03_01_01 "putative protein"
mips_03_03_04
mips_03_03_04_07
mips_40_10_03
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At5g48630 mips_03_03_02 "cyclin C-like protein"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
Training Accuracy: 20/26 (76.92%)
Training Frequency class 'mips_03_03': 313/4488 (6.97%)
Evaluation on validation data (2239 items):
at_At1g20610 mips_03 "hypothetical protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_01
mips_25
mips_25_05
mips_25_05_25
mips_40_03
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At1g27630 mips_03_03_01_01 "putative cyclin"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At1g47210 mips_03_03_01_01 "cyclin like protein"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g47220 mips_03_03_02 "cyclin, putative"
mips_03_03_04
mips_03_03_04_07
mips_14_04_03_01
mips_62_02_01_01
at_At1g77390 mips_03 ""
mips_03_03_01
mips_03_03_04
mips_03_03_04_07
mips_10
mips_10_01_05
mips_10_01_05_01
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63_01
at_At2g01280 - mips_04_01 "putative transcription factor IIIB 70 KD subunit (TFIIIB)"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_04_01
at_At2g41630 - mips_04_01 "transcription factor IIB (TFIIB)"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_01
mips_04_05_01_04_01
at_At3g09360 - mips_04 "putative transcription factor"
mips_04_01
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_01
mips_63_03
at_At3g29380 - mips_04_01 "transcription initiation factor IIB, putative"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_01
mips_04_05_01_04_01
at_At4g35540 - mips_04_01 "putative protein"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_99
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_99
mips_62_02_99
mips_63_03_01
at_At4g35620 mips_03_03_01_01 "cyclin 2b protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At4g37490 mips_03 "cyclin cyc1"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_01
mips_25_05
mips_40
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63_01
at_At5g25380 mips_03_03 "cyclin 3a"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At5g48640 mips_03_03_01_01 "cyclin C-like protein"
mips_03_03_04
mips_03_03_04_07
mips_40_10_03
mips_62_02_01_01
at_At5g61650 mips_02 "PREG-like - like protein"
mips_01_04
mips_01_04_04
mips_01_05_04
mips_02_19
mips_03_03
mips_03_03_01
Validation Accuracy: 10/15 (66.67%)
Validation Frequency class 'mips_03_03': 157/2239 (7.01%)
Evaluation on propertest data (3463 items):
at_At1g20590 mips_03 "hypothetical protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_01
mips_25
mips_25_05
mips_25_05_25
mips_40
mips_40_03
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63
mips_63_01
at_At1g47230 mips_03_03_01 "cyclin like protein"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_25_05_25
mips_40_08
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g70210 mips_03_01_03 "hypothetical protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_14_04_03_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At2g22490 mips_03_03_01_01 "putative cyclin D"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At2g26760 mips_03_03_01_01 "putative cyclin"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_40_08
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At2g45100 - mips_04_01 "putative transcription factor IIIB 70 KD subunit (TFIIIB)"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_01
mips_40_10_99
at_At3g10330 - mips_04_01 "transcription initiation factor IIB (TFIIB)"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_01
mips_04_05_01_04_01
at_At3g11520 mips_03_03_01_01 "cyclin box"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_40_08
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At4g19560 - mips_40_10_03 "putative protein"
mips_62_02_01_01
at_At4g19600 mips_03_03_01 "putative protein"
mips_03_03_04
mips_03_03_04_07
mips_62_02_01
mips_62_02_01_01
at_At4g37630 mips_03_03_04 "putative protein"
mips_03_03_04_07
mips_10_01_05_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At5g27620 mips_03_03_04 "cyclin H (AtCycH1)"
mips_03_03_04_07
mips_04_05_01_01
mips_62_01_07
mips_62_02_01_01
at_At5g65420 mips_03_03_04 "D-type cyclin (emb|CAB41347.1)"
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At5g67260 mips_03 "cyclin D3-like protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_10_01
mips_10_01_05
mips_10_01_05_01
mips_40_08
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63_01
Propertest Accuracy: 11/14 (78.57%)
Propertest Frequency class 'mips_03_03': 229/3463 (6.61%)
New (unknown) data (2239 items):
at_At3g21150 - no entry null
at_At2g19890 - no entry null
at_At4g10680 - no entry null
at_At5g48050 - no entry null
------------------
Rule 1265
c.62 > 0.015
d.109 <= 4.3e-21
-> class mips_14_04 "cell differentiation"
Evaluation on training data (4488 items):
at_At2g31200 - mips_03 "actin depolymerizing factor 6 (ADF6)"
mips_03_03
mips_03_03_05
mips_03_03_05_03
mips_06_04
mips_08_22
mips_08_22_02
mips_10_01
mips_30
mips_30_04
mips_30_04_03
mips_40_04
mips_63_01
at_At3g55270 mips_06_07_03 "MAP kinase phosphatase (MKP1)"
mips_10_01_05_01
mips_10_01_05_01_02
mips_10_01_05_01_03
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_12
mips_10_05_01_18
mips_13_11_03
mips_14_01_05
mips_14_01_05_01
mips_14_01_99
mips_14_04_07
mips_14_10
mips_14_10_02
mips_30_10
at_At4g00680 mips_08_19 "putative actin-depolymerizing factor"
mips_14_04_03
mips_14_04_03_01
at_At4g30160 - mips_25_05_13 "putative villin"
mips_30_04
mips_33_03_13
mips_35_03_17
mips_40_04
mips_63_07
at_At5g52360 mips_06_10 "actin depolymerizing factor-like"
mips_08_19
mips_14_04_03_01
at_At5g59890 mips_08_19 "actin depolymerizing factor 4 - like protein"
mips_14_04_03
mips_14_04_03_01
Training Accuracy: 4/6 (66.67%)
Training Frequency class 'mips_14_04': 282/4488 (6.28%)
Evaluation on validation data (2239 items):
at_At1g01750 mips_08_19 "actin depolymerizing factor like protein"
mips_14_04_03
mips_14_04_03_01
at_At2g16700 mips_06_07_03 "actin depolymerizing factor 5 (ADF5)"
mips_08_19
mips_14_04_03
mips_14_04_03_01
at_At3g45990 mips_08_19 "actin depolymerising like protein"
mips_14_04_03
mips_14_04_03_01
at_At3g46010 mips_06_10 "actin depolymerizing factor 1 (ADF1)"
mips_08_19
mips_14_04
mips_14_04_03_01
mips_40_04
at_At4g34970 mips_06_10 "actin depolymerizing factor - like protein"
mips_08_19
mips_14_04_03
mips_14_04_03_01
mips_30_01
mips_30_04
at_At5g57320 - mips_30_04_03 "villin"
mips_33_03_13
mips_40_04_03
at_At5g59880 - mips_04 "actin depolymerizing factor 3 - like protein"
mips_10
mips_30
mips_40_04
mips_40_10
mips_63_01
Validation Accuracy: 5/7 (71.43%)
Validation Frequency class 'mips_14_04': 131/2239 (5.85%)
Evaluation on propertest data (3463 items):
at_At3g46000 mips_08_19 "actin depolymerizing factor 2 (ADF2)"
mips_14_04_03
mips_14_04_03_01
at_At3g57410 - mips_25_05_13 "villin 3"
mips_30_04
mips_30_04_03
mips_33
mips_33_03
mips_33_03_13
mips_35
mips_35_03
mips_35_03_17
mips_40_04
mips_40_04_03
mips_63_07
at_At4g25590 mips_08_19 "actin depolymerizing factor - like protein"
mips_14_04_03
mips_14_04_03_01
Propertest Accuracy: 2/3 (66.67%)
Propertest Frequency class 'mips_14_04': 171/3463 (4.94%)
New (unknown) data (2239 items):
------------------
Rule 146
b.50.1 <= 3.3e-07
e.8.1 > 0.0058
-> class mips_20_03 "nutrients uptake and absorption (eg. digestion)"
Evaluation on training data (4488 items):
at_At1g01300 mips_06_13_99 "chloroplast nucleoid DNA binding protein, putative"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g09750 mips_06_13_99 "unknown protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g11910 mips_06_13_99 "putative aspartic proteinase"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g31450 - mips_06_13 "hypothetical protein"
at_At1g44130 - mips_06_13_04 "nucellin, putative"
mips_06_13_04_01
mips_40_25
at_At1g65240 mips_06_13_04 "hypothetical protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g66180 - mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g69100 mips_06_13 "hypothetical protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g77480 mips_04 "nucellin-like protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At1g79720 mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
mips_40_27
at_At2g17760 mips_06_13 "putative chloroplast nucleoid DNA-binding protein"
mips_20_03
at_At2g28010 - mips_06_13 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At2g36670 mips_04 "putative protease"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_40
mips_40_26
mips_40_26_03
mips_99
at_At2g42980 - mips_06_13_99 "hypothetical protein"
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g31390 - mips_29 "hypothetical protein"
mips_29_02
at_At3g50050 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g51330 mips_06_13 "predicted GPI-anchored protein"
mips_20
mips_20_03
mips_40_25
at_At3g52500 mips_06 "Unknown protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At3g54400 mips_06_13_99 "nucleoid DNA-binding - like protein"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g61820 - mips_06_13 "unknown protein"
mips_40_25
mips_40_26
mips_40_26_03
at_At4g04460 - mips_06 "putative aspartic protease"
mips_06_13
mips_06_13_99
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63
mips_63_01
mips_98
at_At4g22050 mips_06_13_04 "aspartic proteinase like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g02190 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g10080 - mips_06_07 "predicted GPI-anchored protein"
mips_06_13
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g10760 mips_20_03 "nucleoid DNA-binding protein cnd41 - like protein"
mips_40_26
mips_40_26_03
at_At5g10770 mips_20_03 "nucleoid DNA-binding protein cnd41 - like protein"
mips_40_26
mips_40_26_03
at_At5g19100 - mips_06_13_04 "dermal glycoprotein precursor -like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g19110 mips_20_03 "dermal glycoprotein - like"
mips_40_25
at_At5g33340 mips_04 "putative protein"
mips_06
mips_06_13
mips_20_03
mips_40_26
mips_40_26_03
at_At5g36260 mips_06_13 "aspartyl protease-like predicted GPI-anchored protein"
mips_06_13_04
mips_06_13_04_01
mips_20
mips_20_03
mips_40_25
at_At5g37540 mips_01_25 "unknown protein"
mips_01_25_03
mips_20_03
mips_40_27
mips_47_03_11
mips_47_03_11_03
mips_47_03_15
mips_47_03_15_09
at_At5g45120 mips_06_13_04 "chloroplast nucleoid DNA-binding protein-like"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g48430 mips_06_13_04 "dermal glycoprotein precursor, extracellular-like"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
Training Accuracy: 23/33 (69.70%)
Training Frequency class 'mips_20_03': 50/4488 (1.11%)
Evaluation on validation data (2239 items):
at_At1g03230 - mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g05840 mips_06_13_99 "unknown protein"
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At1g49050 mips_04_05 "unknown protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_20
mips_20_03
mips_40_26
mips_40_26_03
at_At1g62290 mips_06_13_99 "putative aspartic protease (At1g62290)"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At3g12700 mips_04 "putative protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_98
at_At3g51340 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At3g51360 - mips_06_13 "putative protein"
at_At3g59080 - mips_40_26 "putative protein"
mips_40_26_03
at_At4g08030 - mips_29_02 "putative Athila-like protein"
at_At5g07030 mips_06_13_99 "nucleoid DNA-binding-like protein"
mips_10_01_05_03
mips_20_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g24820 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
Validation Accuracy: 6/11 (54.55%)
Validation Frequency class 'mips_20_03': 12/2239 (0.54%)
Evaluation on propertest data (3463 items):
at_At1g03220 mips_06_13_04 "unknown protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g08210 mips_06_13_04 "predicted GPI-anchored protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At1g25510 - mips_04_05 "hypothetical protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_06_13_99
mips_10_01
mips_10_01_05
mips_10_01_05_03
mips_40_26
mips_40_26_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
mips_63_01
at_At1g64830 mips_06_13 "hypothetical protein"
mips_20_03
at_At2g03200 mips_04 "putative chloroplast nucleoid DNA binding protein"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_06
mips_06_13
mips_20
mips_20_03
mips_98
mips_99
at_At2g28030 - mips_06_13 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04
mips_06_13_04_01
mips_40_25
at_At2g28040 mips_06_13_04 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_03
at_At2g28220 - mips_06_13_04 "putative chloroplast nucleoid DNA binding protein"
mips_06_13_04_01
mips_40_25
at_At2g39710 mips_06_13 "unknown protein"
mips_06_13_04
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g18490 mips_04_05 "putative chloroplast nucleoid DNA-binding protein"
mips_04_05_01
mips_04_05_01_04
mips_06_13
mips_20
mips_20_03
mips_40_26
mips_40_26_03
at_At3g20015 mips_06_13_04 "putative nucleoid chloroplast DNA-binding protein"
mips_06_13_04_01
mips_20_03
mips_40_25
mips_40_26
mips_40_26_03
at_At3g25700 - mips_06_13_04 "hypothetical protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At3g42550 mips_06_13 "putative protein"
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20
mips_20_03
mips_40_27
mips_40_27_99
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g12920 - mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At4g30040 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At4g33490 mips_06_13_04 "nucellin -like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05
mips_10_01_05_03
mips_20_03
mips_40_25
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g19120 - mips_06_13_04 "conglutin gamma - like protein"
mips_06_13_04_01
mips_06_13_99
mips_10_01_05_03
mips_40_25
mips_47_03_07
mips_47_03_07_01
mips_47_03_09
mips_47_03_09_01
mips_62_02_01_02
mips_62_02_01_02_03
at_At5g22850 mips_06_13_04 "protease-like protein"
mips_06_13_04_01
mips_20_03
mips_40_25
at_At5g43100 mips_06_13_04 "putative protein"
mips_06_13_04_01
mips_20_03
mips_40_25
Propertest Accuracy: 13/19 (68.42%)
Propertest Frequency class 'mips_20_03': 24/3463 (0.69%)
New (unknown) data (2239 items):
at_At4g07780 - no entry null
at_At4g30030 - no entry null
at_At1g36560 - no entry null
at_At3g29750 - no entry null
at_At3g51350 - no entry null
at_At4g03850 - no entry null
at_At4g35880 - no entry null
------------------
Rule 108
b.18.1 <= 0.0027
c.1.8 <= 0.016
-> class mips_40_25 "vacuole or lysosome"
Evaluation on training data (4488 items):
at_At1g10050 - mips_40_01 "putative xylan endohydrolase"
at_At1g58370 - mips_40_01 "unknown protein"
mips_98
at_At1g72990 mips_40_01 "unknown protein (At1g72990)"
mips_40_25
at_At2g14690 - mips_40_01 "1,4-beta-xylan endohydrolase"
at_At2g16730 mips_01_05_01_01_01 "putative beta-galactosidase"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At2g32810 mips_01_05_01_01_01 "putative beta-galactosidase (BGAL9)"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At3g13750 mips_01_05_01_01_01 "galactosidase, putative"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At4g26140 mips_01_05_01_01_01 "putative beta-galactosidase"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At4g33820 - mips_40_01 "putative protein"
at_At4g35010 mips_01_05_01_01_01 "beta-galactosidase - like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At4g36360 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At4g38590 mips_01_20_01 "galactosidase like protein"
mips_01_20_01_07
mips_40_01
mips_40_25
at_At5g56870 mips_01_05_01_01_01 "beta-galactosidase (emb|CAB64740.1)"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At5g63800 mips_01_05_01 "beta-galactosidase like protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At5g63810 mips_01_05_01_01_01 "beta-galactosidase (emb|CAB64746.1)"
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
Training Accuracy: 11/15 (73.33%)
Training Frequency class 'mips_40_25': 87/4488 (1.94%)
Evaluation on validation data (2239 items):
at_At1g31740 mips_01_05_01 "putative protein"
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_30_01
mips_40_01
mips_40_25
at_At2g28470 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At3g54440 mips_01_05_01_01_01 "beta Galactosidase - like protein"
mips_25_05_10
mips_25_05_13
mips_25_05_17
mips_33_03_13
mips_35_03_17
mips_37
mips_37_03
mips_37_03_17
mips_40_25
at_At4g33810 - mips_40_01 "beta-xylan endohydrolase -like protein"
at_At5g20710 mips_01_05_01_01_01 "beta-galactosidase like protein"
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'mips_40_25': 60/2239 (2.68%)
Evaluation on propertest data (3463 items):
at_At1g45130 mips_01_20_01 "putative beta-galactosidase emb|CAB64741.1; similar to ESTs gb|N96096.1, gb|AW096565.1, gb|AI994624.1, gb|T42360.1, gb|AI100297.1"
mips_01_20_01_07
mips_40_01
mips_40_25
at_At1g77410 mips_01_05_01_01_01 ""
mips_01_20_01
mips_01_20_01_07
mips_40_01
mips_40_25
at_At3g52840 mips_01 "beta-galactosidase precursor - like protein"
mips_01_05
mips_01_05_01
mips_01_05_01_01
mips_01_05_01_01_01
mips_01_20
mips_01_20_01
mips_01_20_01_07
mips_30
mips_30_01
mips_40
mips_40_01
mips_40_25
at_At4g08160 - mips_40_01 "putative xylan endohydrolase"
at_At4g33830 - mips_40_01 "putative protein"
at_At4g33840 - mips_40_01 "putative protein"
at_At4g33850 - mips_40_01 "putative protein"
at_At4g33860 - mips_40_01 "putative protein"
Propertest Accuracy: 3/8 (37.50%)
Propertest Frequency class 'mips_40_25': 81/3463 (2.34%)
New (unknown) data (2239 items):
------------------
Rule 101
b.62.1 <= 2.3e-23
-> class mips_62_01 "mechanism of regulation"
Evaluation on training data (4488 items):
at_At1g01940 mips_20_25_16 "hypothetical protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At1g26940 mips_06_01 "unknown protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At1g74070 mips_20_25_16 "unknown protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g15790 mips_04 "cyclophilin-40"
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_05
mips_06
mips_06_01
mips_11
mips_11_01
mips_20
mips_20_25
mips_20_25_16
mips_40_03
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63
mips_63_13
at_At2g16600 mips_20_25_16 "cytosolic cyclophilin (ROC3)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g21130 mips_20_25_16 "cyclophilin (CYP2)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g38730 mips_20_25_16 "putative peptidyl-prolyl cis-trans isomerase"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g44600 mips_05 "unknown protein"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At3g55920 mips_20_25_16 "cyclophilin protein (ROC15)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g56070 mips_05 "peptidylprolyl isomerase"
mips_06
mips_06_01
mips_06_04
mips_11
mips_11_01
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_40
mips_40_03
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63
mips_63_13
mips_99
at_At4g33060 mips_43 "putative protein"
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At4g34870 mips_05 "peptidylprolyl isomerase (cyclophilin)"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20_25
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At4g34960 mips_05 "cyclophilin - like protein (ROC14)"
mips_05_04
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At4g38740 mips_06_01 "peptidylprolyl isomerase ROC1"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At5g13120 mips_06_01 "chloroplast cyclophilin ROC8"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g35100 mips_11_05_01_01 "putative protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g67530 - mips_20_25_16 "peptidylprolyl isomerase (cyclophilin)-like"
Training Accuracy: 16/17 (94.12%)
Training Frequency class 'mips_62_01': 154/4488 (3.43%)
Evaluation on validation data (2239 items):
at_At2g36130 mips_20_25_16 "cyclophilin protein (ROC10)"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At2g47320 mips_06_01 "putative peptidyl-prolyl cis-trans isomerase"
mips_06_04
mips_13_11
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At3g66654 mips_06_01 "unknown protein"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_62_01': 56/2239 (2.50%)
Evaluation on propertest data (3463 items):
at_At1g53720 mips_05 "hypothetical protein"
mips_06_01
mips_06_04
mips_11_01
mips_13_11
mips_20
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At2g29960 mips_06_01 "cyclophilin"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At3g22920 mips_20_25_16 "cyclophilin, putative"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g62030 mips_20_25_16 "peptidylprolyl isomerase ROC4"
mips_43
mips_43_03
mips_43_03_09
mips_62_01
mips_62_01_01
mips_63_13
at_At3g63400 mips_06_01 "cyclophylin -like protein"
mips_20_25
mips_20_25_16
mips_43
mips_43_03
mips_43_03_09
mips_62
mips_62_01
mips_62_01_01
mips_63_13
at_At4g32420 mips_06_01 "putative protein"
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
at_At5g58710 mips_06_01 "cyclophilin ROC7"
mips_14_01_03
mips_20_25
mips_43
mips_43_03
mips_43_03_09
mips_62_01_01
mips_63_13
Propertest Accuracy: 7/7 (100.00%)
Propertest Frequency class 'mips_62_01': 114/3463 (3.29%)
New (unknown) data (2239 items):
------------------
Rule 1480
a.118.7 <= 5.4e-11
-> class mips_62_01 "mechanism of regulation"
Evaluation on training data (4488 items):
at_At1g22300 mips_10_05_02 "unknown protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g10450 mips_20_25_01 "14-3-3 regulatory protein"
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
Training Accuracy: 2/2 (100.00%)
Training Frequency class 'mips_62_01': 154/4488 (3.43%)
Evaluation on validation data (2239 items):
at_At1g35160 mips_13_01_01_01 "32kDa endonuclease, putative"
mips_13_11
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At4g09000 mips_10_05_01 "14-3-3-like protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g10450 mips_10_05_01 "14-3-3-like protein AFT1"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'mips_62_01': 56/2239 (2.50%)
Evaluation on propertest data (3463 items):
at_At1g22290 mips_10_05_02 "hypothetical protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g26480 mips_13_01_01 "14-3-3 protein epsilon, putative"
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At1g34760 mips_10_05_02 "putative protein"
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78220 mips_10_05_01 "putative 14-3-3 protein"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At1g78300 mips_13_11_03 "putative tyrosine activation protein"
mips_13_11_03_05
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At2g42590 mips_10_05_01 "14-3-3 regulatory protein (GF14 mu)"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
at_At5g16050 mips_20 "14-3-3-LIKE PROTEIN GF14 UPSILON"
mips_20_25
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17
mips_63_17_01
at_At5g38480 mips_13_01 "14-3-3 protein homolog RCI1 (pir||S47969)"
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
at_At5g65430 mips_10_05_01 "GF14 Kappa isoform"
mips_10_05_01_12
mips_10_05_01_12_99
mips_10_05_01_18
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_11_03
mips_13_11_03_05
mips_20_25_01
mips_20_25_07
mips_20_25_07_03
mips_20_25_07_99
mips_43
mips_43_03
mips_43_03_13
mips_43_03_99
mips_62_01
mips_62_01_01
mips_62_01_07
mips_62_02_07
mips_63_02
mips_63_13
mips_63_13_03
mips_63_17_01
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'mips_62_01': 114/3463 (3.29%)
New (unknown) data (2239 items):
------------------
Rule 532
d.219 <= 2.4e-33
-> class mips_62_02 "target of regulation"
Evaluation on training data (4488 items):
at_At1g43900 mips_01_04 "putative protein phosphatase type 2C (At1g43900)"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g20050 mips_06 "putative protein phosphatase 2C"
mips_06_07_03
mips_10
mips_10_01_05_01
mips_10_01_05_01_02
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_62_02_01_02
mips_62_02_01_02_05
mips_63_01
mips_63_17_07
at_At2g25620 mips_01 "protein phosphatase 2C like protein"
mips_06
mips_06_07
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g30020 - mips_10_01_05_01 "putative protein phosphatase 2C"
mips_10_01_05_01_02
at_At2g35350 - mips_01_04 "hypothetical protein"
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17
mips_63_17_07
at_At2g46920 - mips_03_03 "unknown protein"
mips_03_03_01
mips_06_07_03
mips_13_11
mips_14_01_05
at_At3g17250 mips_10_01_05_01 "putative protein phosphatase"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g23360 mips_10_01_05_01 "hypothetical protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g51470 mips_10_01_05_01 "protein phosphatase 2C-like protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g16580 mips_10_01_05 "hypothetical protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g33920 mips_10_01_05 "unknown protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g38520 mips_10_01_05 "putative protein phosphatase-2c"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g10740 mips_10_01_05_01 "protein phosphatase 2C -like protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g19280 mips_06_07 "kinase associated protein phosphatase"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g36250 mips_01_04 "protein phosphatase-2C PP2C-like"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g66080 mips_01_04 "protein phosphatase 2C-like protein"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
Training Accuracy: 13/16 (81.25%)
Training Frequency class 'mips_62_02': 245/4488 (5.46%)
Evaluation on validation data (2239 items):
at_At1g07160 mips_10_01_05 "hypothetical protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g07430 mips_10_01_05 "protein phosphatase 2C, putative"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g34750 mips_01_04_07 "protein phosphatase type 2C, putative"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g47380 mips_06_07_03 "unknown protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_62_02_01_02
mips_62_02_01_02_05
mips_63_17_07
at_At1g48040 mips_10_01_05_01 "protein phosphatase-2C, putative"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g68410 mips_10_01_05 "putative protein phosphatase"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g28890 - mips_01 "unknown protein"
mips_06
mips_10
mips_10_01
mips_10_01_01
mips_40
mips_40_16
mips_63_17_01
at_At2g29380 mips_10_01_05 "putative protein phosphatase 2C"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g40180 mips_01_04 "protein phosphatase 2C (AthPP2C5)"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g08260 mips_06 "putative protein"
mips_10
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g27800 mips_01_04 "protein phosphatase homolog (PPH1)"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g31860 mips_06 "protein phosphatase 2C - like protein"
mips_10
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g02760 mips_01_04 "protein phosphatase - like protein"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g26010 mips_10_01_05_01 "protein phosphatase - like"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g51760 mips_10_01_05_01 "protein phosphatase-2C; PP2C-like protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g57050 mips_10_01_05_01 "protein phosphatase 2C ABI2 (PP2C) (sp|O04719)"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
Validation Accuracy: 15/16 (93.75%)
Validation Frequency class 'mips_62_02': 120/2239 (5.36%)
Evaluation on propertest data (3463 items):
at_At1g03590 mips_10_01_05_01 "protein phosphatase 2C (AtPPC6;6)"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g07630 - mips_01_04 "unknown protein"
mips_06_07
mips_40_16
mips_63_17
mips_63_17_01
at_At1g09160 mips_10_01_05_01 "putative protein phosphatase 2C"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g16220 mips_01_04 "putative protein phosphatase 2C"
mips_06_07
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g17550 - mips_01_04 "hypothetical protein"
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17
mips_63_17_07
at_At1g18030 mips_10_01_05_01 "unknown protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g22280 mips_01_04_07 "putative protein phosphatase type 2C (At1g22280)"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g72770 mips_01_04 "protein phosphatase 2C (AtP2C-HA)"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g78200 mips_10_01_05_01 "putative protein phosphatase 2C"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g79630 mips_01_04 "putative protein phosphatase-2C (At1g79630)"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g25070 mips_01_04 "putative protein phosphatase 2C"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g33700 mips_10_01_05 "putative protein phosphatase 2C"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g34740 - mips_01_04_07 "putative protein phosphatase 2C"
mips_06_07_03
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_01
mips_63_17_07
mips_63_19
at_At2g40860 mips_01_04 "putative protein phosphatase 2C"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g09400 - mips_63_17_01 "unknown protein"
at_At3g12620 mips_10_01_05_01 "hypothetical protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g15260 mips_01 "putative protein phosphatase type 2C"
mips_01_04_07
mips_06
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g16800 mips_10_01_05_01 "protein phosphatase, putative"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g27140 - mips_01_04 "protein phosphatase 2C, putative"
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17
mips_63_17_07
at_At3g55050 mips_01 "protein phosphatase 2C - like protein"
mips_06
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g62260 mips_10_01_05_01 "unknown protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g26080 mips_10_01_05 "abscisic acid insensitive protein (ABI1)"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g28400 mips_01_04_07 "protein phosphatase 2C like protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g32950 mips_10_01_05_01 "putative protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g01700 mips_10_01_05_01 "putative protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g06750 - mips_01_04 "protein phosphatase 2C-like"
mips_63_17
mips_63_17_01
at_At5g53140 mips_10_01_05_01 "protein phosphatase 2C-like"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g59220 - mips_06_07_03 "protein phosphatase 2C - like"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17_07
Propertest Accuracy: 21/28 (75.00%)
Propertest Frequency class 'mips_62_02': 189/3463 (5.46%)
New (unknown) data (2239 items):
at_At3g11410 - no entry null
at_At3g16560 - no entry null
at_At3g17090 - no entry null
at_At1g67820 - no entry null
at_At3g51370 - no entry null
at_At3g63340 - no entry null
at_At4g31750 - no entry null
at_At5g24940 - no entry null
at_At5g27930 - no entry null
at_At3g63320 - no entry null
at_At5g02400 - no entry null
------------------
Rule 883
a.74.1 <= 5.6e-06
-> class mips_62_02 "target of regulation"
Evaluation on training data (4488 items):
at_At1g14750 mips_03_01 "cyclin, putative"
mips_03_01_03
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At1g15570 mips_03_03_04 "putative cyclin (At1g15570)"
mips_03_03_04_07
mips_14_04_03_01
mips_62_02_01_01
at_At1g16330 mips_03_03_04 "putative mitotic cyclin"
mips_03_03_04_07
mips_14_04_03_01
mips_62_02_01
mips_62_02_01_01
at_At1g35440 mips_03_03_01_01 "hypothetical protein"
mips_03_03_04
mips_03_03_04_07
mips_40_10_03
mips_62_02_01_01
at_At1g44110 mips_03_03 "mitotic cyclin a2-type, putative"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At1g76310 mips_03_03_02 "putative G2/mitotic-specific cyclin 1 (B-like cyclin)"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_14_04_03_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g80370 mips_03_03_01_01 "putative cyclin"
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_62_02_01_01
at_At2g17620 mips_03_03 "putative cyclin 2"
mips_03_03_01
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_30_04
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At2g26430 mips_03 "cyclin like protein"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_04_05_01
mips_04_05_01_04
mips_25_05
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At2g44740 - mips_01_04 "putative PREG1-like negative regulator"
mips_01_04_04
mips_01_05_04
mips_02_19
at_At3g12280 - mips_03_03_01_01 "putative retinoblastoma-associated protein"
mips_40_10_03
at_At3g21870 - mips_01_04_04 "PREG-like protein, putative"
mips_01_05_04
mips_02_19
at_At3g50070 mips_03_03 "cyclin D3-like protein"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_40_08
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At3g57370 - mips_04_01 "putative protein"
mips_04_01_01
mips_04_05_01_01
mips_04_05_01_04_01
mips_40_10_99
at_At3g60550 - mips_01_04_04 "regulatory protein - like"
mips_01_05_04
mips_02_19
at_At3g63120 - mips_02 "unknown protein"
mips_01_04
mips_01_04_04
mips_01_05
mips_01_05_04
mips_02_19
mips_03
mips_03_03
mips_03_03_01
mips_04_05
mips_04_05_01
mips_04_05_01_04
at_At4g03270 mips_03_03_01 "putative D-type cyclin"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_25_05_25
mips_62_02_01_01
at_At4g34160 mips_03_03_04 "cyclin delta-3"
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_14_04_03_01
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At4g36650 - mips_04_01 "transcription initiation factor like protein"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_01
mips_04_05_01_04_01
mips_40_10_99
at_At5g02110 mips_03 "putative protein"
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_62_02_01_01
at_At5g06150 mips_03_03_01_01 "mitosis-specific cyclin 1b"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_40_08
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At5g07450 - mips_01_04_04 "putative protein"
mips_01_05_04
mips_02_19
at_At5g11300 mips_03_03_04 "cyclin 3b"
mips_03_03_04_07
mips_14_04_03_01
mips_62_02_01_01
at_At5g43080 mips_03_01_03 "cyclin A-type"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_25_05_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At5g45190 mips_03_03_01_01 "putative protein"
mips_03_03_04
mips_03_03_04_07
mips_40_10_03
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At5g48630 mips_03_03_02 "cyclin C-like protein"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
Training Accuracy: 18/26 (69.23%)
Training Frequency class 'mips_62_02': 245/4488 (5.46%)
Evaluation on validation data (2239 items):
at_At1g20610 mips_03 "hypothetical protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14
mips_14_04
mips_14_04_03
mips_14_04_03_01
mips_25
mips_25_05
mips_25_05_25
mips_40_03
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At1g27630 mips_03_03_01_01 "putative cyclin"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At1g47210 mips_03_03_01_01 "cyclin like protein"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g47220 mips_03_03_02 "cyclin, putative"
mips_03_03_04
mips_03_03_04_07
mips_14_04_03_01
mips_62_02_01_01
at_At1g77390 mips_03 ""
mips_03_03_01
mips_03_03_04
mips_03_03_04_07
mips_10
mips_10_01_05
mips_10_01_05_01
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63_01
at_At2g01280 - mips_04_01 "putative transcription factor IIIB 70 KD subunit (TFIIIB)"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_04_01
at_At2g41630 - mips_04_01 "transcription factor IIB (TFIIB)"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_01
mips_04_05_01_04_01
at_At3g09360 - mips_04 "putative transcription factor"
mips_04_01
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_01
mips_63_03
at_At3g29380 - mips_04_01 "transcription initiation factor IIB, putative"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_01
mips_04_05_01_04_01
at_At4g35540 mips_04_01 "putative protein"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_99
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_99
mips_62_02_99
mips_63_03_01
at_At4g35620 mips_03_03_01_01 "cyclin 2b protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At4g37490 mips_03 "cyclin cyc1"
mips_03_03
mips_03_03_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_01
mips_25_05
mips_40
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63_01
at_At5g25380 mips_03_03 "cyclin 3a"
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_14_04_03
mips_14_04_03_01
mips_25_05_25
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_01
at_At5g48640 mips_03_03_01_01 "cyclin C-like protein"
mips_03_03_04
mips_03_03_04_07
mips_40_10_03
mips_62_02_01_01
at_At5g61650 - mips_02 "PREG-like - like protein"
mips_01_04
mips_01_04_04
mips_01_05_04
mips_02_19
mips_03_03
mips_03_03_01
Validation Accuracy: 10/15 (66.67%)
Validation Frequency class 'mips_62_02': 120/2239 (5.36%)
Evaluation on propertest data (3463 items):
at_At1g20590 mips_03 "hypothetical protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_01
mips_25
mips_25_05
mips_25_05_25
mips_40
mips_40_03
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63
mips_63_01
at_At1g47230 mips_03_03_01 "cyclin like protein"
mips_03_03_01_01
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_25_05_25
mips_40_08
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At1g70210 mips_03_01_03 "hypothetical protein"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_14_04_03_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At2g22490 mips_03_03_01_01 "putative cyclin D"
mips_03_03_02
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At2g26760 mips_03_03_01_01 "putative cyclin"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_40_08
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At2g45100 - mips_04_01 "putative transcription factor IIIB 70 KD subunit (TFIIIB)"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_01
mips_40_10_99
at_At3g10330 - mips_04_01 "transcription initiation factor IIB (TFIIB)"
mips_04_01_01
mips_04_03
mips_04_03_01
mips_04_05_01_01
mips_04_05_01_04_01
at_At3g11520 mips_03_03_01_01 "cyclin box"
mips_03_03_04
mips_03_03_04_07
mips_10_01_05_01
mips_40_08
mips_62_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At4g19560 mips_40_10_03 "putative protein"
mips_62_02_01_01
at_At4g19600 mips_03_03_01 "putative protein"
mips_03_03_04
mips_03_03_04_07
mips_62_02_01
mips_62_02_01_01
at_At4g37630 mips_03_03_04 "putative protein"
mips_03_03_04_07
mips_10_01_05_01
mips_62_01_07
mips_62_02_01_01
mips_62_02_01_01_05
at_At5g27620 mips_03_03_04 "cyclin H (AtCycH1)"
mips_03_03_04_07
mips_04_05_01_01
mips_62_01_07
mips_62_02_01_01
at_At5g65420 mips_03_03_04 "D-type cyclin (emb|CAB41347.1)"
mips_03_03_04_07
mips_10_01_05
mips_10_01_05_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
at_At5g67260 mips_03 "cyclin D3-like protein"
mips_03_03
mips_03_03_01
mips_03_03_01_01
mips_03_03_04
mips_03_03_04_07
mips_10_01
mips_10_01_05
mips_10_01_05_01
mips_40_08
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_01
mips_62_02_01_01_05
mips_63_01
Propertest Accuracy: 12/14 (85.71%)
Propertest Frequency class 'mips_62_02': 189/3463 (5.46%)
New (unknown) data (2239 items):
at_At3g21150 - no entry null
at_At2g19890 - no entry null
at_At4g10680 - no entry null
at_At5g48050 - no entry null
------------------
Rule 688
a.30.2 > 0.0053
a.4.1 > 0.011
c.23.1 <= 0.018
-> class mips_10_01 "intracellular signalling"
Evaluation on training data (4488 items):
at_At1g19050 mips_04_05_01_04_01 "putative protein"
mips_10_01_05_07
mips_10_01_99
at_At1g59940 mips_10_01_05_07 "putative protein"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
at_At1g68210 mips_02_13 "hypothetical protein"
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At2g41310 mips_02 "putative two-component response regulator 3 protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At3g16855 mips_01_05_04 "ARR1 protein, putative, 3' partial"
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_13_11_03
mips_13_11_03_13
at_At3g48100 mips_02 "response reactor 2 (ATRR2)"
mips_01_04_04
mips_02_13
mips_02_13_03
mips_02_13_05
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_11_01
at_At3g56380 mips_02_13 "response regulator-like protein"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At3g57040 mips_02 "responce reactor 4"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
mips_63_03_01
at_At5g62120 mips_01_04_04 "putative protein"
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'mips_10_01': 382/4488 (8.51%)
Evaluation on validation data (2239 items):
at_At1g10470 mips_10_01_05_07 "putative response regulator 3"
mips_10_01_99
mips_10_05_01
mips_10_05_01_10
at_At1g66340 - mips_01_04 "ethylene-response protein, ETR1"
mips_01_04_04
mips_06_07_03
mips_10_05_01
mips_10_05_01_10
mips_11_05_05
mips_14_01
mips_14_01_03
mips_20_20
mips_20_20_18
mips_40_30
at_At1g74890 mips_02_13 "putative response regulator (two component phosphotransfer signaling)"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
at_At4g00760 - mips_10_05_01 "putative protein"
mips_10_05_01_10
mips_25_03
at_At5g02810 mips_01_04_04 "unknown protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_63_03_01
at_At5g24470 mips_10_01_05 "pseudo-response regulator 5 (APRR5)"
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_25_03
at_At5g60100 mips_02_13 "pseudo-response regulator 3 (APRR3)"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
at_At5g61380 mips_02_13 "pseudo-response regulator 1"
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05_01_04_01
mips_10_01_05
mips_10_01_05_07
at_At5g62920 mips_01_04_04 "response regulator 6 (ARR6)"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_10_01_05_07
mips_10_05_01
mips_10_05_01_10
Validation Accuracy: 7/9 (77.78%)
Validation Frequency class 'mips_10_01': 195/2239 (8.71%)
Evaluation on propertest data (3463 items):
at_At2g07440 mips_10_01_05 "putative two-component response regulator protein"
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11_01
mips_63_03_01
at_At2g40670 mips_02 "putative two-component response regulator protein"
mips_02_13
mips_02_13_01
mips_02_13_03
mips_02_13_05
mips_04_05
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_01
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_07
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_25
mips_25_03
mips_40_03
mips_63_03
mips_63_03_01
at_At2g46790 - mips_10_05_01 "hypothetical protein"
mips_10_05_01_10
mips_25_03
at_At2g47430 mips_01_04 "putative histidine kinase"
mips_01_04_04
mips_06_07
mips_06_07_03
mips_10_01
mips_10_01_01
mips_10_05
mips_10_05_01
mips_10_05_01_10
mips_11
mips_11_05
mips_11_05_05
mips_11_05_05_99
mips_40_30
Propertest Accuracy: 3/4 (75.00%)
Propertest Frequency class 'mips_10_01': 335/3463 (9.67%)
New (unknown) data (2239 items):
------------------
Rule 531
d.219 <= 2.4e-33
-> class mips_10_01 "intracellular signalling"
Evaluation on training data (4488 items):
at_At1g43900 mips_01_04 "putative protein phosphatase type 2C (At1g43900)"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g20050 mips_06 "putative protein phosphatase 2C"
mips_06_07_03
mips_10
mips_10_01_05_01
mips_10_01_05_01_02
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_62_02_01_02
mips_62_02_01_02_05
mips_63_01
mips_63_17_07
at_At2g25620 mips_01 "protein phosphatase 2C like protein"
mips_06
mips_06_07
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g30020 mips_10_01_05_01 "putative protein phosphatase 2C"
mips_10_01_05_01_02
at_At2g35350 mips_01_04 "hypothetical protein"
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17
mips_63_17_07
at_At2g46920 - mips_03_03 "unknown protein"
mips_03_03_01
mips_06_07_03
mips_13_11
mips_14_01_05
at_At3g17250 mips_10_01_05_01 "putative protein phosphatase"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g23360 mips_10_01_05_01 "hypothetical protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g51470 mips_10_01_05_01 "protein phosphatase 2C-like protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g16580 mips_10_01_05 "hypothetical protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g33920 mips_10_01_05 "unknown protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g38520 mips_10_01_05 "putative protein phosphatase-2c"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g10740 mips_10_01_05_01 "protein phosphatase 2C -like protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g19280 mips_06_07 "kinase associated protein phosphatase"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g36250 mips_01_04 "protein phosphatase-2C PP2C-like"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g66080 mips_01_04 "protein phosphatase 2C-like protein"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
Training Accuracy: 15/16 (93.75%)
Training Frequency class 'mips_10_01': 382/4488 (8.51%)
Evaluation on validation data (2239 items):
at_At1g07160 mips_10_01_05 "hypothetical protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g07430 mips_10_01_05 "protein phosphatase 2C, putative"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g34750 mips_01_04_07 "protein phosphatase type 2C, putative"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g47380 mips_06_07_03 "unknown protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_62_02_01_02
mips_62_02_01_02_05
mips_63_17_07
at_At1g48040 mips_10_01_05_01 "protein phosphatase-2C, putative"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g68410 mips_10_01_05 "putative protein phosphatase"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g28890 mips_01 "unknown protein"
mips_06
mips_10
mips_10_01
mips_10_01_01
mips_40
mips_40_16
mips_63_17_01
at_At2g29380 mips_10_01_05 "putative protein phosphatase 2C"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g40180 mips_01_04 "protein phosphatase 2C (AthPP2C5)"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g08260 mips_06 "putative protein"
mips_10
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g27800 mips_01_04 "protein phosphatase homolog (PPH1)"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g31860 mips_06 "protein phosphatase 2C - like protein"
mips_10
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g02760 mips_01_04 "protein phosphatase - like protein"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g26010 mips_10_01_05_01 "protein phosphatase - like"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g51760 mips_10_01_05_01 "protein phosphatase-2C; PP2C-like protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g57050 mips_10_01_05_01 "protein phosphatase 2C ABI2 (PP2C) (sp|O04719)"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
Validation Accuracy: 16/16 (100.00%)
Validation Frequency class 'mips_10_01': 195/2239 (8.71%)
Evaluation on propertest data (3463 items):
at_At1g03590 mips_10_01_05_01 "protein phosphatase 2C (AtPPC6;6)"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g07630 - mips_01_04 "unknown protein"
mips_06_07
mips_40_16
mips_63_17
mips_63_17_01
at_At1g09160 mips_10_01_05_01 "putative protein phosphatase 2C"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g16220 mips_01_04 "putative protein phosphatase 2C"
mips_06_07
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g17550 mips_01_04 "hypothetical protein"
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17
mips_63_17_07
at_At1g18030 mips_10_01_05_01 "unknown protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g22280 mips_01_04_07 "putative protein phosphatase type 2C (At1g22280)"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g72770 mips_01_04 "protein phosphatase 2C (AtP2C-HA)"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g78200 mips_10_01_05_01 "putative protein phosphatase 2C"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At1g79630 mips_01_04 "putative protein phosphatase-2C (At1g79630)"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g25070 mips_01_04 "putative protein phosphatase 2C"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g33700 mips_10_01_05 "putative protein phosphatase 2C"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At2g34740 mips_01_04_07 "putative protein phosphatase 2C"
mips_06_07_03
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_01
mips_63_17_07
mips_63_19
at_At2g40860 mips_01_04 "putative protein phosphatase 2C"
mips_06_07
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g09400 - mips_63_17_01 "unknown protein"
at_At3g12620 mips_10_01_05_01 "hypothetical protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g15260 mips_01 "putative protein phosphatase type 2C"
mips_01_04_07
mips_06
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g16800 mips_10_01_05_01 "protein phosphatase, putative"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g27140 mips_01_04 "protein phosphatase 2C, putative"
mips_06_07_03
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17
mips_63_17_07
at_At3g55050 mips_01 "protein phosphatase 2C - like protein"
mips_06
mips_10
mips_10_01
mips_10_01_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At3g62260 mips_10_01_05_01 "unknown protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g26080 mips_10_01_05 "abscisic acid insensitive protein (ABI1)"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g28400 mips_01_04_07 "protein phosphatase 2C like protein"
mips_10_01_05_01
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At4g32950 mips_10_01_05_01 "putative protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g01700 mips_10_01_05_01 "putative protein"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g06750 - mips_01_04 "protein phosphatase 2C-like"
mips_63_17
mips_63_17_01
at_At5g53140 mips_10_01_05_01 "protein phosphatase 2C-like"
mips_10_01_05_01_02
mips_62_02_01_02
mips_62_02_01_02_05
at_At5g59220 mips_06_07_03 "protein phosphatase 2C - like"
mips_10_01_05
mips_10_01_05_01
mips_10_01_05_01_99
mips_10_05_01
mips_10_05_01_18
mips_10_05_01_18_99
mips_63_17_07
Propertest Accuracy: 25/28 (89.29%)
Propertest Frequency class 'mips_10_01': 335/3463 (9.67%)
New (unknown) data (2239 items):
at_At3g11410 - no entry null
at_At3g16560 - no entry null
at_At3g17090 - no entry null
at_At1g67820 - no entry null
at_At3g51370 - no entry null
at_At3g63340 - no entry null
at_At4g31750 - no entry null
at_At5g24940 - no entry null
at_At5g27930 - no entry null
at_At3g63320 - no entry null
at_At5g02400 - no entry null
------------------
Rule 253
b.82.3 <= 8.5e-08
c > 0.0016
f.14 <= 0.0052
-> class mips_10_01 "intracellular signalling"
Evaluation on training data (4488 items):
at_At2g24610 mips_06_10 "putative cyclic nucleotide-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At2g25600 - mips_67_01 "putative potassium transporter/channel"
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At2g26650 mips_10_01_09 "K+ transporter, AKT1"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At3g17700 mips_06_10 "cyclic nucleotide-binding transporter 1 (CNBT1)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
at_At3g48010 mips_10_01_09 "putative cyclic nucleotide-gated channel"
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g22200 mips_10 "potassium channel (AKT2)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04_01
mips_67_04_01_02
at_At5g37500 mips_06_10 "guard cell outward rectifying K+ channel"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
Training Accuracy: 6/7 (85.71%)
Training Frequency class 'mips_10_01': 382/4488 (8.51%)
Evaluation on validation data (2239 items):
at_At2g28260 mips_06_10 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
mips_67_04
at_At4g18290 mips_10_01_09 "potassium channel protein KAT2"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g30560 mips_04 "cyclic nucleotide and calmodulin-regulated ion channel-like protein"
mips_06
mips_06_10
mips_10
mips_10_01
mips_10_01_01
mips_10_01_09
mips_10_01_09_07
mips_10_05
mips_10_05_02
mips_10_05_02_30
mips_13
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_40_02
mips_63
mips_63_01
mips_63_09
mips_63_17
mips_63_17_03
mips_67
mips_67_01
mips_67_01_01
mips_67_04
at_At5g14870 mips_06_10 "cyclic nucleotide and calmodulin-regulated ion channel -like protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'mips_10_01': 195/2239 (8.71%)
Evaluation on propertest data (3463 items):
at_At2g23980 mips_10_01_09 "putative cyclic nucleotide and calmodulin-regulated ion channel protein"
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At3g17690 mips_06_10 "hypothetical protein"
mips_10_01_09
mips_10_01_09_07
mips_10_05_01
mips_10_05_01_10
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
at_At4g32500 - mips_13 "potassium channel - protein"
mips_13_05
mips_20
mips_30
mips_30_04
mips_40_02
mips_40_04
mips_63_07
mips_63_19
mips_67
mips_67_01
mips_67_01_01
mips_67_04
mips_67_04_01
mips_67_04_01_02
at_At4g32650 - mips_10_05_01 "potassium channel protein AtKC"
mips_10_05_01_10
mips_13_05
mips_20_25_01
mips_20_25_01_01
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g15410 - mips_10_05_01 "cyclic nucleotide-gated cation channel"
mips_10_05_01_10
mips_13_05
mips_47_03_03
mips_47_03_03_01
mips_67_01
mips_67_01_01
at_At5g46240 mips_06_10 "potassium channel protein KAT1 (pir||S32816)"
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_30_04
mips_63_09
mips_63_17_03
mips_67_01
mips_67_01_01
mips_67_04
Propertest Accuracy: 3/6 (50.00%)
Propertest Frequency class 'mips_10_01': 335/3463 (9.67%)
New (unknown) data (2239 items):
------------------
Rule 5
e.8.1 <= 0.0058
-> class mips_29_01 "LTR retroelements (retroviral)"
Evaluation on training data (4488 items):
at_At1g20390 mips_03_01_05_03 "hypothetical protein"
mips_29_01
at_At1g23990 - mips_29_02 "reverse transcriptase, putative"
at_At1g25430 mips_03_01_03 "hypothetical protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At1g29650 mips_03_01_05_01 "reverse transcriptase, putative"
mips_29_01
mips_29_99
at_At1g32590 mips_10_01 "hypothetical protein, 5' partial"
mips_10_01_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At1g35050 mips_29_01 "putative protein"
mips_29_99
at_At1g36620 mips_29_01 "hypothetical protein"
mips_29_99
at_At1g47520 mips_29_01 "hypothetical protein"
mips_29_02
mips_29_99
at_At1g48710 - mips_29 "hypothetical protein"
mips_29_02
at_At1g49980 - mips_03_01_03 "unknown protein"
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_01_01
mips_29_06
mips_40_10_99
mips_40_37
mips_63_03_01
at_At1g57640 mips_29_01 ""
mips_29_99
at_At1g70010 mips_29_01 "hypothetical protein"
mips_29_99
at_At2g02830 mips_10_01 "putative retroelement pol polyprotein"
mips_10_01_01
mips_29
mips_29_01
mips_29_99
at_At2g04760 - mips_03_01_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05
mips_03_01_05_01
mips_29_02
at_At2g05390 mips_29_01 "putative retroelement pol polyprotein"
mips_29_02
mips_29_99
at_At2g05930 mips_29 "copia-like retroelement pol polyprotein"
mips_29_01
mips_29_99
at_At2g05980 - mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_29
mips_29_02
mips_29_99
mips_63
mips_63_03
mips_98
at_At2g06170 - mips_03_01_05_03 "putative Ty3-gypsy-like retroelement pol polyprotein"
at_At2g06470 mips_03_01_05_03 "putative retroelement pol polyprotein"
mips_29_01
at_At2g06890 mips_03_01 "putative retroelement integrase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At2g07420 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g07650 mips_29_01 "putative non-LTR retrolelement reverse transcriptase"
mips_29_99
at_At2g07660 mips_03 "putative retroelement pol polyprotein"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
mips_63_03
at_At2g10690 - mips_03_01_05_03 "putative retroelement pol polyprotein"
at_At2g11680 mips_03_01 "putative retroelement pol polyprotein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_06_13
mips_29
mips_29_01
at_At2g13930 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g14040 mips_03_01_05_03 "putative retroelement pol polyprotein"
mips_29_01
at_At2g14430 mips_03_01_05 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At2g14640 mips_03_01_05_03 "putative retroelement pol polyprotein"
mips_29_01
at_At2g15700 mips_29_01 "copia-like retroelement pol polyprotein"
mips_29_99
at_At2g15870 mips_29_01 "putative retroelement pol polyprotein"
mips_29_02
mips_29_99
at_At2g15920 mips_10_01 "putative retroelement pol polyprotein"
mips_10_01_01
mips_29
mips_29_01
mips_29_99
at_At2g16000 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g17490 mips_29_01 "putative retroelement pol polyprotein"
mips_29_02
at_At2g17610 - mips_29_02 "putative non-LTR retroelement reverse transcriptase"
at_At2g20460 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g21310 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g23330 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g25550 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g31080 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g45230 - mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_29
mips_29_02
at_At3g22340 mips_29_01 "hypothetical protein"
mips_29_99
at_At3g30800 - mips_03 "hypothetical protein"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_06
mips_06_13
mips_29
at_At3g32110 mips_03_01_05_01 "non-LTR reverse transcriptase, putative"
mips_29_01
mips_29_02
mips_29_99
at_At3g59720 mips_29_01 "copia-type reverse transcriptase-like protein"
at_At3g61330 mips_29_01 "copia-type polyprotein"
mips_29_02
mips_29_99
at_At4g03810 - mips_29 "putative retrotransposon protein"
mips_29_02
at_At4g04230 mips_03_01_05_03 "putative transposon protein"
mips_29_01
at_At4g04420 - mips_29_02 "putative transposon protein"
at_At4g07600 mips_03_01 ""
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At4g07850 mips_03_01_03 "putative polyprotein"
mips_03_01_05
mips_03_01_05_03
mips_29_01
at_At4g08830 - mips_29 "putative protein"
mips_29_02
mips_29_99
at_At4g09710 mips_03_01_03 "RNA-directed DNA polymerase -like protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At4g17450 mips_29_01 "retrotransposon like protein"
mips_29_02
mips_29_99
at_At4g19780 mips_29_01 "putative LTR retrotransposon (fragment)"
mips_29_99
at_At4g26360 mips_03_01_03 "putative protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_99
Training Accuracy: 43/56 (76.79%)
Training Frequency class 'mips_29_01': 55/4488 (1.23%)
Evaluation on validation data (2239 items):
at_At1g31030 mips_03_01_05_01 "F17F8.5"
mips_29_01
at_At1g34080 mips_03_01_05_03 "putative protein"
mips_29_01
at_At1g36590 - mips_03_01 "hypothetical protein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
at_At1g37110 mips_29_01 ""
mips_29_99
at_At1g47360 mips_29_01 "polyprotein, putative"
mips_29_02
mips_29_99
at_At1g47910 mips_03_01_05_01 "reverse transcriptase, putative"
mips_29_01
mips_29_99
at_At1g50840 - mips_40_37 "unknown protein"
at_At1g51750 - mips_29_99 "hypothetical protein"
at_At1g58140 mips_29_01 "hypothetical protein"
mips_29_02
at_At1g68990 - mips_03_01 "DNA-directed RNA polymerase"
mips_03_01_03
mips_04_05_01_01
mips_40_16
mips_40_26
mips_40_26_03
at_At2g01840 mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At2g04670 mips_03_01 "putative retroelement pol polyprotein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At2g04820 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g05610 mips_03_01 "putative retroelement pol polyprotein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At2g10610 mips_29_01 "pseudogene"
mips_29_99
at_At2g14400 - mips_03_01_05_03 "putative retroelement pol polyprotein"
at_At2g15650 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g16670 mips_10 "putative retroelement pol polyprotein"
mips_10_01
mips_10_01_01
mips_29
mips_29_01
mips_29_99
at_At2g16680 mips_03_01_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At2g23880 - mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_29_02
at_At2g24120 - mips_04_05_01_01 "chloroplast single subunit DNA-dependent RNA polymerase"
mips_40_26
mips_40_26_03
at_At3g20540 - mips_40_37 "DNA polymerase, putative"
at_At3g29510 mips_29_01 "hypothetical protein"
mips_29_99
at_At3g45520 mips_29_01 "copia-like polyprotein"
mips_29_99
at_At3g45550 mips_03_01_05_01 "putative protein"
mips_29_01
mips_29_99
at_At4g03800 mips_03_01_03 ""
mips_03_01_05
mips_03_01_05_03
mips_29_01
at_At4g07840 mips_29_01 "putative transposon protein"
at_At4g09540 mips_29_01 "putative protein"
mips_29_99
at_At4g10460 - mips_29 "putative retrotransposon"
mips_29_02
at_At4g10990 mips_29_01 "putative retrotransposon polyprotein"
mips_29_99
at_At4g16870 mips_29_01 "retrotransposon like protein"
mips_29_99
at_At5g04050 - mips_01_03_16 "maturase -like protein"
mips_03_01_05_01
mips_04_05_05_01
at_At5g44740 - mips_03_01_05_01 "DNA-damage-inducible like protein P"
mips_03_01_05_01_01
mips_03_01_05_01_99
mips_04_05_01_01
mips_30_10
mips_40_37
mips_63_03_01
at_At5g44750 - mips_03_01_05_01 "unknown protein"
mips_10
Validation Accuracy: 22/34 (64.71%)
Validation Frequency class 'mips_29_01': 26/2239 (1.16%)
Evaluation on propertest data (3463 items):
at_At1g10160 mips_03_01_05_01 "putative reverse transcriptase"
mips_29_01
mips_29_99
at_At1g30010 - mips_01_03 "unknown protein"
mips_01_03_16
mips_04_05_05
mips_04_05_05_01
at_At1g31100 mips_03_01 "hypothetical protein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At1g34090 mips_29 "putative protein"
mips_29_01
mips_29_99
at_At1g34100 mips_29_01 "putative protein"
mips_29_99
at_At1g35370 mips_03_01_05_03 "hypothetical protein"
mips_29_01
at_At1g37060 - mips_03_01_05_03 "Athila retroelment ORF 1, putative"
at_At1g53810 mips_29_01 ""
mips_29_99
at_At1g67500 - mips_03_01_03 "putative DNA polymerase zeta catalytic subunit"
mips_03_01_05
at_At1g74350 - mips_01_03_16 "putative type II intron maturase"
mips_04_05_05_01
at_At2g04490 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g05200 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_02
mips_29_99
at_At2g05960 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g07010 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g07730 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g13940 mips_29 "putative retroelement pol polyprotein"
mips_29_01
mips_29_99
at_At2g14380 mips_03_01_05_03 "putative retroelement pol polyprotein"
mips_29_01
at_At2g14650 - mips_03_01_05_03 "putative retroelement pol polyprotein"
at_At2g15410 - mips_03_01_05_03 "putative retroelement pol polyprotein"
at_At2g15540 mips_29_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_02
mips_29_99
at_At2g17910 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g18820 mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_99
mips_63
mips_63_03
at_At2g27120 - mips_03_01_05_01 "putative DNA polymerase epsilon catalytic subunit"
mips_03_03_01_03
mips_30_10
at_At2g31520 mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At2g41580 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_02
mips_29_99
at_At3g11970 mips_03_01_05 "hypothetical protein"
mips_03_01_05_03
mips_29_01
at_At3g25450 - mips_10_01_01 "hypothetical protein"
mips_29
at_At3g31970 - mips_03_01_05_03 "hypothetical protein"
at_At3g44650 mips_03_01_05 "putative protein"
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At3g60170 mips_29_01 "putative protein"
mips_29_99
at_At4g02490 mips_03_01_03 ""
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At4g03650 mips_03_01_03 "putative reverse transcriptase"
mips_03_01_05
mips_03_01_05_03
mips_29_01
at_At4g03840 mips_03_01_05_03 "putative transposon protein"
mips_29_01
at_At4g04280 mips_29_01 "putative transposon protein"
mips_29_02
at_At4g04440 mips_29_01 "putative transposon protein"
mips_29_02
mips_29_99
at_At4g04600 mips_29 "putative polyprotein"
mips_29_01
mips_29_02
mips_29_99
at_At4g08100 mips_03_01 "putative polyprotein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At4g10580 mips_03_01_05_03 "putative reverse-transcriptase -like protein"
mips_29_01
at_At4g10830 mips_03_01_05_01 "putative protein"
mips_29_01
mips_29_99
at_At4g12180 mips_03_01 "putative reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At4g14460 mips_29 "retrovirus-related like polyprotein"
mips_29_01
mips_29_99
at_At4g15860 mips_10 "retrotransposon like protein"
mips_10_01
mips_10_01_01
mips_29
mips_29_01
mips_29_99
mips_99
at_At4g16020 mips_29_01 "retrotransposon like protein"
mips_29_99
at_At4g16910 - mips_03_01_03 "retrotransposon like protein"
mips_03_01_05
mips_03_01_05_03
at_At4g21360 mips_29_01 "putative transposable element"
mips_29_02
mips_29_99
at_At4g22040 mips_29 "LTR retrotransposon like protein"
mips_29_01
mips_29_02
mips_29_99
at_At4g23160 mips_29 "putative protein"
mips_29_01
mips_29_99
mips_99
at_At4g27200 mips_10 "putative protein"
mips_10_01
mips_10_01_01
mips_29
mips_29_01
mips_29_99
at_At4g32700 - mips_03_01_03 "putative protein"
mips_03_01_05
mips_40_10_99
mips_40_37
at_At5g15700 - mips_04_05_01_01 "DNA-directed RNA polymerase (mitochondrial)"
mips_40_26
mips_40_26_03
at_At5g16850 - mips_03_01 "telomerase reverse transcriptase"
mips_03_01_03
mips_03_99
mips_13_11
mips_30_10
mips_30_10_03
mips_40_10_03
at_At5g63960 - mips_03_01_05_01 "DNA polymerase III catalytic subunit"
at_At5g67100 - mips_03_01_05_01 "DNA polymerase alpha 1"
Propertest Accuracy: 38/53 (71.70%)
Propertest Frequency class 'mips_29_01': 50/3463 (1.44%)
New (unknown) data (2239 items):
at_At1g24640 - no entry null
at_At2g06950 - no entry null
at_At2g21460 - no entry null
at_At2g24660 - no entry null
at_At4g15590 - no entry null
at_At4g20520 - no entry null
at_At4g32220 - mips_29 "hypothetical protein"
at_At1g30390 - no entry null
at_At1g31210 - no entry null
at_At1g36110 - no entry null
at_At1g47860 - no entry null
at_At1g54390 - no entry null
at_At1g60020 - mips_29 "hypothetical protein"
at_At2g06310 - mips_29 "putative Athila retroelement ORF1 protein"
at_At2g11190 - mips_29 "putative retroelement pol polyprotein"
at_At2g19840 - no entry null
at_At2g26530 - no entry null
at_At3g48370 - mips_29 "putative protein"
at_At3g61900 - no entry null
at_At4g07810 - no entry null
at_At4g10690 - no entry null
at_At4g16010 - no entry null
at_At4g27210 - no entry null
at_At4g28900 - no entry null
at_At2g07550 - no entry null
at_At2g28980 - no entry null
at_At3g30570 - no entry null
at_At4g02960 - mips_29 "putative polyprotein of LTR transposon"
at_At4g04000 - no entry null
at_At4g04380 - no entry null
at_At4g07550 - no entry null
at_At5g35820 - no entry null
------------------
Rule 17
b > 0.01
e.8.1 <= 0.0058
-> class mips_29_99 "other transposable elements, viral and plasmid proteins"
Evaluation on training data (4488 items):
at_At1g20390 - mips_03_01_05_03 "hypothetical protein"
mips_29_01
at_At1g23990 - mips_29_02 "reverse transcriptase, putative"
at_At1g25430 mips_03_01_03 "hypothetical protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At1g29650 mips_03_01_05_01 "reverse transcriptase, putative"
mips_29_01
mips_29_99
at_At1g32590 mips_10_01 "hypothetical protein, 5' partial"
mips_10_01_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At1g35050 mips_29_01 "putative protein"
mips_29_99
at_At1g36620 mips_29_01 "hypothetical protein"
mips_29_99
at_At1g47520 mips_29_01 "hypothetical protein"
mips_29_02
mips_29_99
at_At1g48710 - mips_29 "hypothetical protein"
mips_29_02
at_At1g49980 - mips_03_01_03 "unknown protein"
mips_03_01_05
mips_03_01_05_01
mips_03_01_05_01_01
mips_29_06
mips_40_10_99
mips_40_37
mips_63_03_01
at_At1g57640 mips_29_01 ""
mips_29_99
at_At1g70010 mips_29_01 "hypothetical protein"
mips_29_99
at_At2g02830 mips_10_01 "putative retroelement pol polyprotein"
mips_10_01_01
mips_29
mips_29_01
mips_29_99
at_At2g04760 - mips_03_01_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05
mips_03_01_05_01
mips_29_02
at_At2g05390 mips_29_01 "putative retroelement pol polyprotein"
mips_29_02
mips_29_99
at_At2g05930 mips_29 "copia-like retroelement pol polyprotein"
mips_29_01
mips_29_99
at_At2g05980 mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_29
mips_29_02
mips_29_99
mips_63
mips_63_03
mips_98
at_At2g06170 - mips_03_01_05_03 "putative Ty3-gypsy-like retroelement pol polyprotein"
at_At2g06470 - mips_03_01_05_03 "putative retroelement pol polyprotein"
mips_29_01
at_At2g06890 - mips_03_01 "putative retroelement integrase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At2g07420 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g07650 mips_29_01 "putative non-LTR retrolelement reverse transcriptase"
mips_29_99
at_At2g10690 - mips_03_01_05_03 "putative retroelement pol polyprotein"
at_At2g11680 - mips_03_01 "putative retroelement pol polyprotein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_06_13
mips_29
mips_29_01
at_At2g13930 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g14430 mips_03_01_05 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At2g15700 mips_29_01 "copia-like retroelement pol polyprotein"
mips_29_99
at_At2g15870 mips_29_01 "putative retroelement pol polyprotein"
mips_29_02
mips_29_99
at_At2g15920 mips_10_01 "putative retroelement pol polyprotein"
mips_10_01_01
mips_29
mips_29_01
mips_29_99
at_At2g16000 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g17490 - mips_29_01 "putative retroelement pol polyprotein"
mips_29_02
at_At2g17610 - mips_29_02 "putative non-LTR retroelement reverse transcriptase"
at_At2g20460 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g21310 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g23330 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g25550 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g31080 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g45230 - mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_29
mips_29_02
at_At3g22340 mips_29_01 "hypothetical protein"
mips_29_99
at_At3g30800 - mips_03 "hypothetical protein"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_06
mips_06_13
mips_29
at_At3g32110 mips_03_01_05_01 "non-LTR reverse transcriptase, putative"
mips_29_01
mips_29_02
mips_29_99
at_At3g59720 - mips_29_01 "copia-type reverse transcriptase-like protein"
at_At3g61330 mips_29_01 "copia-type polyprotein"
mips_29_02
mips_29_99
at_At4g03810 - mips_29 "putative retrotransposon protein"
mips_29_02
at_At4g04230 - mips_03_01_05_03 "putative transposon protein"
mips_29_01
at_At4g04420 - mips_29_02 "putative transposon protein"
at_At4g07850 - mips_03_01_03 "putative polyprotein"
mips_03_01_05
mips_03_01_05_03
mips_29_01
at_At4g08830 mips_29 "putative protein"
mips_29_02
mips_29_99
at_At4g09710 mips_03_01_03 "RNA-directed DNA polymerase -like protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At4g17450 mips_29_01 "retrotransposon like protein"
mips_29_02
mips_29_99
at_At4g19780 mips_29_01 "putative LTR retrotransposon (fragment)"
mips_29_99
at_At4g26360 mips_03_01_03 "putative protein"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_99
Training Accuracy: 33/52 (63.46%)
Training Frequency class 'mips_29_99': 51/4488 (1.14%)
Evaluation on validation data (2239 items):
at_At1g31030 - mips_03_01_05_01 "F17F8.5"
mips_29_01
at_At1g34080 - mips_03_01_05_03 "putative protein"
mips_29_01
at_At1g36590 - mips_03_01 "hypothetical protein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
at_At1g37110 mips_29_01 ""
mips_29_99
at_At1g47360 mips_29_01 "polyprotein, putative"
mips_29_02
mips_29_99
at_At1g47910 mips_03_01_05_01 "reverse transcriptase, putative"
mips_29_01
mips_29_99
at_At1g50840 - mips_40_37 "unknown protein"
at_At1g51750 mips_29_99 "hypothetical protein"
at_At1g58140 - mips_29_01 "hypothetical protein"
mips_29_02
at_At1g68990 - mips_03_01 "DNA-directed RNA polymerase"
mips_03_01_03
mips_04_05_01_01
mips_40_16
mips_40_26
mips_40_26_03
at_At2g01840 mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At2g04820 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g05610 - mips_03_01 "putative retroelement pol polyprotein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At2g10610 mips_29_01 "pseudogene"
mips_29_99
at_At2g14400 - mips_03_01_05_03 "putative retroelement pol polyprotein"
at_At2g15650 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g16670 mips_10 "putative retroelement pol polyprotein"
mips_10_01
mips_10_01_01
mips_29
mips_29_01
mips_29_99
at_At2g16680 mips_03_01_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At2g23880 - mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_29_02
at_At2g24120 - mips_04_05_01_01 "chloroplast single subunit DNA-dependent RNA polymerase"
mips_40_26
mips_40_26_03
at_At3g20540 - mips_40_37 "DNA polymerase, putative"
at_At3g45520 mips_29_01 "copia-like polyprotein"
mips_29_99
at_At3g45550 mips_03_01_05_01 "putative protein"
mips_29_01
mips_29_99
at_At4g03800 - mips_03_01_03 ""
mips_03_01_05
mips_03_01_05_03
mips_29_01
at_At4g07840 - mips_29_01 "putative transposon protein"
at_At4g09540 mips_29_01 "putative protein"
mips_29_99
at_At4g10460 - mips_29 "putative retrotransposon"
mips_29_02
at_At4g10990 mips_29_01 "putative retrotransposon polyprotein"
mips_29_99
at_At4g16870 mips_29_01 "retrotransposon like protein"
mips_29_99
at_At5g04050 - mips_01_03_16 "maturase -like protein"
mips_03_01_05_01
mips_04_05_05_01
at_At5g44740 - mips_03_01_05_01 "DNA-damage-inducible like protein P"
mips_03_01_05_01_01
mips_03_01_05_01_99
mips_04_05_01_01
mips_30_10
mips_40_37
mips_63_03_01
at_At5g44750 - mips_03_01_05_01 "unknown protein"
mips_10
Validation Accuracy: 15/32 (46.88%)
Validation Frequency class 'mips_29_99': 23/2239 (1.03%)
Evaluation on propertest data (3463 items):
at_At1g10160 mips_03_01_05_01 "putative reverse transcriptase"
mips_29_01
mips_29_99
at_At1g30010 - mips_01_03 "unknown protein"
mips_01_03_16
mips_04_05_05
mips_04_05_05_01
at_At1g31100 mips_03_01 "hypothetical protein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At1g34090 mips_29 "putative protein"
mips_29_01
mips_29_99
at_At1g34100 mips_29_01 "putative protein"
mips_29_99
at_At1g35370 - mips_03_01_05_03 "hypothetical protein"
mips_29_01
at_At1g37060 - mips_03_01_05_03 "Athila retroelment ORF 1, putative"
at_At1g53810 mips_29_01 ""
mips_29_99
at_At1g67500 - mips_03_01_03 "putative DNA polymerase zeta catalytic subunit"
mips_03_01_05
at_At1g74350 - mips_01_03_16 "putative type II intron maturase"
mips_04_05_05_01
at_At2g04490 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g05200 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_02
mips_29_99
at_At2g05960 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g07010 mips_29_01 "putative retroelement pol polyprotein"
mips_29_99
at_At2g07730 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g15410 - mips_03_01_05_03 "putative retroelement pol polyprotein"
at_At2g15540 mips_29_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_02
mips_29_99
at_At2g17910 mips_03_01_05_01 "putative non-LTR retroelement reverse transcriptase"
mips_29_01
mips_29_99
at_At2g18820 mips_03 "putative non-LTR retroelement reverse transcriptase"
mips_03_01
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_99
mips_63
mips_63_03
at_At2g27120 - mips_03_01_05_01 "putative DNA polymerase epsilon catalytic subunit"
mips_03_03_01_03
mips_30_10
at_At2g31520 mips_03_01 "putative non-LTR retroelement reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At3g11970 - mips_03_01_05 "hypothetical protein"
mips_03_01_05_03
mips_29_01
at_At3g25450 - mips_10_01_01 "hypothetical protein"
mips_29
at_At3g44650 mips_03_01_05 "putative protein"
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At3g60170 mips_29_01 "putative protein"
mips_29_99
at_At4g02490 mips_03_01_03 ""
mips_03_01_05
mips_03_01_05_01
mips_29_01
mips_29_02
mips_29_99
at_At4g03650 - mips_03_01_03 "putative reverse transcriptase"
mips_03_01_05
mips_03_01_05_03
mips_29_01
at_At4g03840 - mips_03_01_05_03 "putative transposon protein"
mips_29_01
at_At4g04280 - mips_29_01 "putative transposon protein"
mips_29_02
at_At4g04440 mips_29_01 "putative transposon protein"
mips_29_02
mips_29_99
at_At4g04600 mips_29 "putative polyprotein"
mips_29_01
mips_29_02
mips_29_99
at_At4g08100 - mips_03_01 "putative polyprotein"
mips_03_01_03
mips_03_01_05
mips_03_01_05_03
mips_29
mips_29_01
at_At4g10580 - mips_03_01_05_03 "putative reverse-transcriptase -like protein"
mips_29_01
at_At4g10830 mips_03_01_05_01 "putative protein"
mips_29_01
mips_29_99
at_At4g12180 mips_03_01 "putative reverse transcriptase"
mips_03_01_03
mips_03_01_05
mips_03_01_05_01
mips_29
mips_29_01
mips_29_02
mips_29_99
at_At4g14460 mips_29 "retrovirus-related like polyprotein"
mips_29_01
mips_29_99
at_At4g15860 mips_10 "retrotransposon like protein"
mips_10_01
mips_10_01_01
mips_29
mips_29_01
mips_29_99
mips_99
at_At4g16020 mips_29_01 "retrotransposon like protein"
mips_29_99
at_At4g16910 - mips_03_01_03 "retrotransposon like protein"
mips_03_01_05
mips_03_01_05_03
at_At4g21360 mips_29_01 "putative transposable element"
mips_29_02
mips_29_99
at_At4g22040 mips_29 "LTR retrotransposon like protein"
mips_29_01
mips_29_02
mips_29_99
at_At4g23160 mips_29 "putative protein"
mips_29_01
mips_29_99
mips_99
at_At4g27200 mips_10 "putative protein"
mips_10_01
mips_10_01_01
mips_29
mips_29_01
mips_29_99
at_At4g32700 - mips_03_01_03 "putative protein"
mips_03_01_05
mips_40_10_99
mips_40_37
at_At5g15700 - mips_04_05_01_01 "DNA-directed RNA polymerase (mitochondrial)"
mips_40_26
mips_40_26_03
at_At5g16850 - mips_03_01 "telomerase reverse transcriptase"
mips_03_01_03
mips_03_99
mips_13_11
mips_30_10
mips_30_10_03
mips_40_10_03
at_At5g63960 - mips_03_01_05_01 "DNA polymerase III catalytic subunit"
at_At5g67100 - mips_03_01_05_01 "DNA polymerase alpha 1"
Propertest Accuracy: 28/48 (58.33%)
Propertest Frequency class 'mips_29_99': 44/3463 (1.27%)
New (unknown) data (2239 items):
at_At1g24640 - no entry null
at_At2g06950 - no entry null
at_At2g21460 - no entry null
at_At2g24660 - no entry null
at_At4g15590 - no entry null
at_At4g20520 - no entry null
at_At4g32220 - mips_29 "hypothetical protein"
at_At1g30390 - no entry null
at_At1g31210 - no entry null
at_At1g36110 - no entry null
at_At1g47860 - no entry null
at_At1g54390 - no entry null
at_At1g60020 - mips_29 "hypothetical protein"
at_At2g06310 - mips_29 "putative Athila retroelement ORF1 protein"
at_At2g11190 - mips_29 "putative retroelement pol polyprotein"
at_At2g19840 - no entry null
at_At2g26530 - no entry null
at_At3g48370 - mips_29 "putative protein"
at_At3g61900 - no entry null
at_At4g07810 - no entry null
at_At4g10690 - no entry null
at_At4g16010 - no entry null
at_At4g27210 - no entry null
at_At4g28900 - no entry null
at_At2g07550 - no entry null
at_At2g28980 - no entry null
at_At3g30570 - no entry null
at_At4g02960 - mips_29 "putative polyprotein of LTR transposon"
at_At4g04000 - no entry null
at_At4g04380 - no entry null
at_At4g07550 - no entry null
at_At5g35820 - no entry null
------------------
Rule 62
b.82.2 <= 7.4e-19
-> class mips_20_20 "plant / fungal specific systemic sensing and response"
Evaluation on training data (4488 items):
at_At1g03400 mips_01_01_99 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g06620 mips_01_01_99 "oxidoreductase, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g12010 mips_01_20_17_07 "putative amino-cyclopropane-carboxylic acid oxidase (ACC oxidase)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g14130 mips_01_20_17_07 "dioxygenase-like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g15540 - mips_01_01_99 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
at_At1g17010 mips_01_20 "SRG1-like protein"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g30040 mips_01_20_17 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g44090 mips_01_20_17 "gibberelin 20-oxidase, putative"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g47990 mips_01_20_17_07 "dioxygenase, putative"
mips_20_20
mips_20_20_18
at_At1g52790 mips_01_01_99 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g60980 mips_01_01_99 "putative gibberellin 20-oxidase"
mips_01_20_13
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g62310 - mips_40_26 "hypothetical protein"
mips_40_26_03
at_At1g62380 mips_01_01 "Unknown protein (F24O1.10)"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g80330 mips_01_20_13 "putative gibberellin 3 beta-hydroxylase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g80340 mips_01_20 "gibberellin 3 beta-hydroxylase"
mips_01_20_13
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At2g25450 mips_01_01 "putative dioxygenase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At2g44800 mips_01_01_99 "putative flavonol synthase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g12900 mips_01_01_99 "hypothetical protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g20810 - mips_01 "unknown protein"
mips_01_06
mips_01_06_04
mips_04
mips_04_05_01
mips_04_05_01_04
mips_04_05_01_04_03
mips_04_05_01_04_05
mips_04_99
mips_11
mips_11_01
mips_11_01_01
mips_40_10
mips_98
at_At3g46490 mips_01_01_99 "putative protein"
mips_20_20
mips_20_20_18
at_At3g46500 - mips_01_20_17_07 "putative protein"
at_At3g49620 - mips_01_20_17_07 "2-oxoacid-dependent oxidase (din11)"
mips_01_20_35_01_05
at_At3g50210 mips_01_20_17_07 "flavonol synthase - like protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_20_20
mips_20_20_18
at_At3g60290 mips_01_01_99 "SRG1 - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g03050 mips_01_20_17_07 "2-oxoglutarate-dependent dioxygenase (AOP3)"
mips_20_20
mips_20_20_18
at_At4g03060 mips_01_20 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At4g10490 mips_01_20_17 "putative flavanone 3-beta-hydroxylase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g10500 - mips_01_20_17_07 "putative Fe(II)/ascorbate oxidase"
mips_01_20_35_01
at_At4g16770 mips_01_01_99 "gibberellin oxidase-like protein"
mips_01_20_17
mips_01_20_17_07
mips_14
mips_14_01_05
mips_20_20
mips_20_20_18
at_At4g21200 mips_01_01_99 "gibberellin 20-oxidase - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g23340 mips_01_01_99 "putative protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g25310 mips_01_01_99 "SRG1-like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g06550 - mips_01_06_04 "putative protein"
mips_04_05_01_04_03
mips_04_05_01_04_05
mips_04_99
mips_11_01_01
at_At5g07200 mips_01_01_99 "gibberellin 20-oxidase"
mips_01_20_13
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g07480 mips_01_20_17 "putative protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g08640 mips_01_20_17 "flavonol synthase (FLS) (sp|Q96330)"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g20400 mips_01_20_17 "ethylene-forming-enzyme-like dioxygenase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g24530 - mips_01_20_17 "flavanone 3-hydroxylase-like protein"
mips_01_20_17_07
at_At5g43450 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g54000 mips_01_20_17 "ethylene-forming-enzyme-like dioxygenase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g54100 - mips_03 "unknown protein"
mips_03_01
mips_03_01_03
mips_03_03
mips_03_03_01
mips_10
mips_10_01
mips_10_01_05
mips_10_01_05_01
mips_10_01_09
mips_10_01_09_07
mips_10_05_02
mips_10_05_02_30
mips_30
mips_30_02
mips_30_04
mips_40_04
mips_62_01_01
mips_62_01_07
mips_63_01
mips_63_09
mips_67
mips_67_01
mips_67_01_01
mips_98
at_At5g58660 mips_01 "putative protein"
mips_01_01
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
mips_98
at_At5g59540 mips_01 "1-aminocyclopropane-1-carboxylate oxidase - like protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
mips_98
at_At5g63580 mips_01 "flavonol synthase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10
mips_20_20
mips_20_20_18
mips_98
at_At5g63590 mips_01_01 "flavonol synthase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g63600 mips_01_20_17_07 "1-aminocyclopropane-1-carboxylic acid oxidase-like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Training Accuracy: 37/46 (80.43%)
Training Frequency class 'mips_20_20': 82/4488 (1.83%)
Evaluation on validation data (2239 items):
at_At1g02400 mips_01_01_99 "hypothetical protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g06640 mips_01_01 "putative Iron/Ascorbate oxidoreductase family protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g15550 mips_01_20_13 "putative protein"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g17020 mips_01_20_17 "SRG1-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g52810 mips_01_20 "putative oxidoreductase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g77330 mips_01_01_99 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At2g19590 mips_01_20_17_07 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g19010 - mips_01_20_17_07 "oxidase like protein"
at_At3g45880 - mips_01_06_04 "phospholipase - like protein"
at_At4g00990 - mips_40_26 "putative protein (fragment)"
mips_40_26_03
at_At4g21690 mips_01_20_13 "gibberellin 3 beta-hydroxylase - like protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g25300 - mips_01_01_99 "SRG1-like protein"
mips_01_20_17_07
at_At5g20550 - mips_01_20_17_07 "ethylene-forming-enzyme-like dioxygenase - like"
at_At5g51310 mips_01_20_17_07 "gibberellin 20-oxidase-like protein"
mips_20_20
mips_20_20_18
at_At5g59530 mips_01_01 "1-aminocyclopropane-1-carboxylate oxidase - like protein"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
Validation Accuracy: 10/15 (66.67%)
Validation Frequency class 'mips_20_20': 35/2239 (1.56%)
Evaluation on propertest data (3463 items):
at_At1g03410 mips_01_01 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g04350 mips_01_01_99 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g04380 mips_01_01 "putative 1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At1g05010 mips_01_20 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At1g06650 mips_01 "oxidoreductase, putative"
mips_01_01
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_10
mips_10_05
mips_20
mips_20_20
mips_20_20_18
mips_98
at_At1g14120 mips_01_01_99 "dioxygenase like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g28030 mips_01_20 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At1g35190 mips_01_20_17 "hyoscyamine 6-dioxygenase hydroxylase, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g49390 mips_01_20_17_07 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g50960 mips_01_01_99 "hypothetical protein"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g52800 mips_01_01 "putative oxidoreductase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g52820 - mips_01_20_17_07 "putative oxidoreductase"
at_At1g55290 mips_01_01_99 "leucoanthocyanidin dioxygenase 2, putative"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g78440 mips_01_20_17_07 "putative dioxygenase"
mips_20_20
mips_20_20_18
at_At1g78550 mips_01_01_99 "Hypothetical protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At1g80320 - mips_01_20_17 "oxidoreductase like protein"
mips_01_20_17_07
mips_10
at_At2g06960 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g30830 - mips_01_01_99 "putative dioxygenase"
mips_01_20_17
mips_01_20_17_07
mips_01_20_35_01
at_At2g30840 mips_01_01_99 "putative dioxygenase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g36690 mips_01_01_99 "putative giberellin beta-hydroxylase"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g38240 mips_01_20_17_07 "putative anthocyanidin synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g11180 mips_01_01_99 "putative leucoanthocyanidin dioxygenase"
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g13610 mips_01_01_99 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g19000 mips_01_20_17 "unknown protein"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At3g21420 - mips_01_20_17 "unknown protein"
mips_01_20_17_07
at_At3g46480 mips_01_20 "putative protein"
mips_01_20_17
mips_01_20_17_07
mips_10_05
mips_20
mips_20_20
mips_20_20_18
at_At3g47190 mips_01_01_99 "1-aminocyclopropane-1-carboxylic acid oxidase - like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g49630 mips_01_20_17_07 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_01_20_35_01_05
mips_20_20
mips_20_20_18
at_At3g51240 - mips_01_20_17 "flavanone 3-hydroxylase (FH3)"
mips_01_20_17_07
at_At3g55970 mips_01_20_17 "leucoanthocyanidin dioxygenase -like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g61400 mips_01_01_99 "1-aminocyclopropane-1-carboxylate oxidase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g03070 mips_01_01_99 "putative oxidoreductase"
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At4g16330 mips_01_20_17_07 "naringenin 3-dioxygenase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g22870 mips_01_01_99 "anthocyanidin synthase - like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g22880 mips_01_20_17_07 "putative leucoanthocyanidin dioxygenase (LDOX)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g25420 mips_01_01 "gibberellin 20-oxidase"
mips_01_01_99
mips_01_20_17
mips_01_20_17_07
mips_20_20
mips_20_20_18
at_At5g05600 mips_01_01_99 "leucoanthocyanidin dioxygenase-like protein"
mips_01_20_17_07
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g43440 mips_01_01 "1-aminocyclopropane-1-carboxylate oxidase"
mips_01_01_99
mips_01_20
mips_01_20_17
mips_01_20_17_07
mips_20
mips_20_20
mips_20_20_18
at_At5g51810 - mips_01_20_17 "gibberellin 20-oxidase (emb|CAA58294.1)"
mips_01_20_17_07
at_At5g63080 - mips_63_17 "unknown protein"
mips_63_17_09
Propertest Accuracy: 33/40 (82.50%)
Propertest Frequency class 'mips_20_20': 72/3463 (2.08%)
New (unknown) data (2239 items):
at_At2g38500 - no entry null
at_At3g12940 - no entry null
at_At3g63290 - no entry null
at_At4g13400 - no entry null
at_At1g79760 - no entry null
at_At3g11150 - no entry null
at_At3g21360 - no entry null
at_At5g19840 - no entry null
at_At5g48020 - no entry null
at_At1g78280 - no entry null
------------------
Rule 77
a.102.4 <= 1.2e-21
a.128.1 <= 2.8e-21
-> class mips_20_20 "plant / fungal specific systemic sensing and response"
Evaluation on training data (4488 items):
at_At1g48820 - mips_01_20_13 "hypothetical protein"
mips_01_20_35_01
at_At1g61120 mips_01_20_13 "putative S-linalool synthase (At1g61120)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g79460 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g23230 mips_01_20_13 "putative vetispiradiene synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g14490 mips_01_20_13 "terpene synthase-related protein, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g29190 mips_01_20 "terpene synthase-related protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At3g32030 mips_01_20_13 "terpene synthase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g02780 mips_01_20 "ent-kaurene synthetase A - like protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At4g13280 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g13300 mips_01_20_13 "putative protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g15870 mips_01_20_13 "delta-cadinene synthase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g16740 - mips_01_20_13 "limonene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
at_At4g20230 mips_01_20_13 "terpene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g44630 mips_01_20_13 "terpene cyclase/synthase"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Training Accuracy: 12/14 (85.71%)
Training Frequency class 'mips_20_20': 82/4488 (1.83%)
Evaluation on validation data (2239 items):
at_At1g33750 mips_01_20_13 "terpene synthase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g48800 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g61680 mips_01_20 "hypothetical protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At1g66020 mips_01 "hypothetical protein"
mips_01_20
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
mips_99
at_At3g14540 - mips_01_20_13 "hypothetical protein"
mips_01_20_35_01
at_At3g25810 mips_01_20_13 "terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g25820 mips_01_20_13 "terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g25830 mips_01_20_13 "limonene cyclase, putative"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g20210 mips_01_20_13 "cadinene synthase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At5g23960 mips_01_20_13 "(+)-delta-cadinene synthase (d-cadinene synthase)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
Validation Accuracy: 9/10 (90.00%)
Validation Frequency class 'mips_20_20': 35/2239 (1.56%)
Evaluation on propertest data (3463 items):
at_At1g31950 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At1g70080 mips_01_20_13 "hypothetical protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At2g24210 mips_01_20_13 "myrcene/ocimene synthase (TPS10)"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g14520 mips_01_20 "hypothetical protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At3g29110 mips_01_20_13 "putative terpene synthase-related protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At3g29410 - mips_01_20_13 "terpene synthase, putative"
at_At4g16730 mips_01_20_13 "limonene cyclase like protein"
mips_01_20_35
mips_01_20_35_01
mips_20_20
mips_20_20_18
at_At4g20200 mips_01_20 "terpene cyclase like protein"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
at_At5g48110 mips_01_20 "terpene synthase"
mips_01_20_13
mips_01_20_35
mips_01_20_35_01
mips_20
mips_20_20
mips_20_20_18
Propertest Accuracy: 8/9 (88.89%)
Propertest Frequency class 'mips_20_20': 72/3463 (2.08%)
New (unknown) data (2239 items):
------------------
Rule 550
a.22 <= 1.6e-07
-> class mips_63_03 "nucleic acid binding"
Evaluation on training data (4488 items):
at_At1g02680 - mips_04_05_01_01 "transcription factor TFIID, putative"
mips_14_04_03
mips_14_04_03_03
at_At1g07660 - mips_03_01_99 "histone H4"
mips_30_10
mips_40_10_03
at_At1g08970 mips_03_01_99 "transcription factor like protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g09200 mips_30_10 "histone H3 like protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g13370 mips_30_10 "unknown protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g51060 mips_03_01_09 "putative protein"
mips_03_01_09_05
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g54140 - mips_04_05_01_01 "unknown protein"
mips_04_05_01_04_01
mips_40_10_99
at_At1g54830 - mips_30_10_03 "unknown protein"
at_At2g28720 mips_03_01_99 "putative histone H2B"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At2g37060 mips_04_05_01_04_03 "putative CCAAT-box binding trancription factor"
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At2g37470 mips_03 "putative histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_98
at_At2g38880 mips_04_05_01_04_03 "putative CCAAT-binding transcription factor subunit"
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At3g20670 mips_03_01_99 "histone H2A, putative"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g27360 - mips_30 "histone H3 like protein"
mips_30_10_03
at_At3g46030 - mips_03_01_99 "histone H2B -like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
at_At3g46320 - mips_03_01_99 "histone H4-like protein"
at_At3g54560 mips_03_01_99 "histone H2A.F/Z"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At4g14540 - mips_04_05_01_04_03 "CCAAT-binding transcription factor subunit A(CBF-A)"
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
at_At4g27230 mips_03_03_04 "histone H2A- like protein"
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At4g40040 mips_30_10 "Histon H3"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g02560 mips_03_01_99 "unknown protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_40_10_03
mips_63_03_01
at_At5g02570 - mips_03_01_99 "putative protein"
at_At5g10980 mips_30_10 "histon H3 protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g15570 mips_04 "putative protein"
mips_04_05
mips_04_05_01
mips_04_05_01_01
mips_04_05_01_04
mips_14
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_03
mips_99
at_At5g22880 mips_03_01_99 "histone H2B like protein (emb|CAA69025.1)"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g27670 mips_03_01_99 "histone H2A-like protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63_03_01
at_At5g38140 mips_03_01_99 "putative protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_40_10_03
mips_63_03_01
at_At5g43250 mips_03_01_99 "unknown protein"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g50470 - mips_03_01_03 "putative protein"
mips_40_10_99
at_At5g54640 mips_03_01_99 "histone H2A (gb|AAF64418.1)"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g59970 - mips_03_01 "histone H4 - like protein"
mips_03_01_99
at_At5g65350 - mips_30_10_03 "histone H3"
at_At5g65360 mips_30 "histone H3 (sp|P05203)"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03
mips_63_03_01
Training Accuracy: 21/33 (63.64%)
Training Frequency class 'mips_63_03': 266/4488 (5.93%)
Evaluation on validation data (2239 items):
at_At1g04950 - mips_03_01_09 "putative TATA binding protein-associated factor (F13M7.6)"
mips_03_01_09_05
mips_04_05_01_01
at_At1g07790 mips_03 "histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At1g07980 mips_03_01_99 "unknown protein"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g19890 - mips_03_01_09 "hypothetical protein"
mips_03_01_09_05
mips_03_01_99
mips_30_10_03
at_At1g52740 mips_03_01_99 "putative histone H2A"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g75600 mips_30_10 "histone H3, putative"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g75610 - mips_03_01 "histone H3, putative"
mips_03_01_09
mips_03_01_09_05
mips_03_01_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_07
at_At3g09480 mips_03 "putative histone H2B"
mips_03_01
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At3g10070 - mips_20 "unknown protein"
mips_20_25
mips_20_25_01
mips_20_25_01_03
mips_20_25_01_07
mips_40_10_99
mips_47
mips_47_03
mips_47_03_02
at_At3g45980 mips_03_01 "histone H2B"
mips_03_01_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At4g20280 - mips_04_05_01_01 "unknown protein"
mips_40_10_99
at_At5g10390 mips_30_10 "histone H3 - like protein"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g10400 - mips_30_10_03 "histone H3 - like protein"
at_At5g12910 - mips_03_01_09 "histone H3 -like protein"
mips_03_01_09_05
mips_03_01_99
mips_30_10_03
at_At5g43130 - mips_03_03_01_01 "putative protein"
mips_03_03_04
mips_03_03_04_07
mips_05_99
at_At5g47670 - mips_04_05_01_01 "putative protein"
mips_40_10_99
at_At5g50480 - mips_03_01_99 "transcription factor Hap5a-like"
mips_03_03_04
mips_03_03_04_03
at_At5g59910 - mips_03_01_99 "histone H2B - like protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10_03
Validation Accuracy: 7/18 (38.89%)
Validation Frequency class 'mips_63_03': 136/2239 (6.07%)
Evaluation on propertest data (3463 items):
at_At1g01370 mips_30_10 "centromeric histone H3 HTR12"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At1g07820 - mips_03 "histone H4"
mips_03_01
mips_03_01_99
mips_14_04
mips_25_05
mips_30
at_At1g08170 - mips_03_01_99 "hypothetical protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
at_At1g08880 mips_03 "histone H2A like protein"
mips_03_01
mips_03_01_99
mips_03_03
mips_03_03_04
mips_03_03_04_03
mips_30
mips_30_10
mips_30_10_03
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At1g09030 mips_04_05_01_04_03 "putative CCAAT-binding transcription factor subunit A"
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At1g20000 - mips_04_05_01_01 "hypothetical protein"
at_At1g31240 - mips_04_05_01_01 "hypothetical protein"
mips_14_10
mips_14_10_02
mips_14_10_02_01
mips_40_10_99
at_At1g54690 - mips_03_01_99 "unknown protein"
mips_03_03_04
mips_03_03_04_03
mips_30_10_03
at_At2g13570 - mips_04_05_01_04_03 "putative CCAAT-box binding trancription factor"
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
at_At2g27470 mips_03 "putative CCAAT-binding transcription factor subunit"
mips_03_01
mips_03_01_09
mips_03_01_99
mips_04
mips_04_01
mips_04_01_01
mips_04_05_01
mips_04_05_01_04
mips_40
mips_40_10
mips_40_10_99
mips_63
mips_63_01
mips_63_03
mips_99
at_At2g38810 mips_03_01_99 "histone H2A"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g12480 - mips_03_01_09 "unknown protein"
mips_03_01_09_05
mips_40_10_03
mips_62_01
mips_62_01_07
at_At3g45930 - mips_03_01_99 "Histone H4 - like protein"
at_At3g48590 mips_03_01_99 "transcription factor Hap5a"
mips_03_03_04
mips_03_03_04_03
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g53340 mips_04_05_01_04_03 "transcription factor NF-Y, CCAAT-binding - like protein"
mips_40_10_99
mips_62
mips_62_01
mips_62_01_07
mips_62_02
mips_62_02_01
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At3g53650 mips_03_01_99 "histone H2B - like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At3g53730 - mips_03_01_99 "histone H4-like protein"
mips_30_10
mips_40_10_03
at_At4g13570 mips_03 "histone H2A.F/Z - like protein"
mips_03_01
mips_03_01_11
mips_03_01_99
mips_30
mips_30_10
mips_30_10_03
mips_40
mips_40_10
mips_40_10_03
mips_63
mips_63_03
mips_63_03_01
mips_98
at_At4g34340 - mips_04_05_01_01 "unknown protein"
mips_14_10
mips_14_10_02
mips_14_10_02_01
at_At4g40030 mips_30_10 "histone H3.3"
mips_30_10_03
mips_40_10_03
mips_63_03_01
at_At5g08190 - mips_04_05_01_01 "DR1-like protein"
mips_04_05_01_04_03
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
at_At5g19490 - mips_40_10_99 "putative protein"
at_At5g23090 mips_04_05_01_01 "TATA-binding protein-associated phosphoprotein Dr1 protein homolog (sp|P49592)"
mips_04_05_01_04_03
mips_62_01
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
mips_63_03_01
at_At5g47640 - mips_04_05_01_04_03 "unknown protein"
mips_62_01_07
mips_62_02_01_02
mips_62_02_01_02_99
at_At5g50490 - mips_03_01_99 "putative protein"
mips_03_03_04
mips_03_03_04_03
mips_40_10_03
at_At5g59690 - mips_03_01_99 "histone H4 - like protein"
at_At5g59870 - mips_03_01_99 "histone H2A - like protein"
mips_30_10
mips_30_10_03
mips_40_10_03
at_At5g63470 mips_03_01_09 "transcription factor Hap5a-like protein"
mips_03_01_09_05
mips_03_01_99
mips_30_10
mips_30_10_03
mips_40_10_03
mips_63_03_01
Propertest Accuracy: 12/28 (42.86%)
Propertest Frequency class 'mips_63_03': 194/3463 (5.60%)
New (unknown) data (2239 items):
at_At1g21970 - no entry null
at_At1g56170 - no entry null
at_At5g50930 - no entry null
at_At1g17440 - no entry null
at_At2g47810 - no entry null
at_At5g27910 - no entry null
------------------
Rule 382
c.67.1 <= 3.3e-17
-> class mips_01_02 "nitrogen and sulfur metabolism"
Evaluation on training data (4488 items):
at_At1g01480 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase (ACC2)"
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At1g08630 mips_01_01_01_11 "unknown protein"
mips_01_01_01_11_07
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_01_07_01
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_30_02
mips_63_21
mips_63_21_17
at_At1g62800 mips_01_01_01_01 "aspartate aminotransferase (Asp4)"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At1g62960 mips_01_01_01 "1-aminocyclopropane-1-carboxylate synthase, putative"
mips_01_01_10_03
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At1g70580 mips_01_01_01_01 "putative alanine aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_01_02
mips_01_02_01
mips_02_01
mips_14_20
mips_20_20
mips_20_20_18
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g77670 mips_01_01 "putative aminotransferase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_17
mips_01_20_23
mips_01_20_25
mips_01_20_35
mips_01_20_50
mips_63_11
at_At2g02000 - mips_01_01_01_11 "putative glutamate decarboxylase"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
mips_03_01_05_01
at_At2g02010 - mips_01_01_01_11 "putative glutamate decarboxylase"
mips_01_01_01_11_15
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
at_At2g13360 mips_01_01_01_07 "alanine-glyoxylate aminotransferase"
mips_01_01_01_07_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_01_10_05
mips_01_02
mips_01_02_01
mips_04_03
mips_04_03_03
mips_40_19
at_At2g22250 mips_01_01_01_07 "putative aspartate aminotransferase"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02_01
mips_63_21
mips_63_21_17
at_At2g22810 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase (ACS4)"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At2g30970 mips_01_01_01_01 "aspartate aminotransferase (AAT1)"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At3g08860 mips_01_01_01_01 "putative aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_20_50
mips_20_25_01
mips_20_25_01_01
at_At3g17720 - mips_01_01_01_11 "unknown protein"
mips_01_01_01_11_15
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
at_At3g48730 mips_01_01_99 "glutamate-1-semialdehyde aminotransferase"
mips_01_02
mips_01_02_01
mips_01_07_01
mips_01_20_19
mips_01_20_19_01
mips_01_20_99
mips_40_26
mips_40_26_03
at_At3g48790 - mips_01_07_01 "serine palmitoyltransferase-like protein"
mips_30_02
at_At3g62130 mips_01_01_01_11 "unknown protein"
mips_01_01_10_05
mips_01_02
mips_04_03
mips_04_03_03
mips_04_03_06
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_21
mips_63_21_17
at_At4g08040 mips_01_01_01_07 "putative protein"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At4g13890 - mips_01_01_01_11 "glycine hydroxymethyltransferase - like protein"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03_01
mips_01_06_10
at_At4g13930 - mips_01_01_10_05 "hydroxymethyltransferase"
mips_01_03_01
mips_01_05
mips_01_06_10
mips_02_13
at_At4g26200 mips_01_01 "1-aminocyclopropane-1-carboxylate synthase -like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
at_At4g28680 - mips_01_01_99 "aromatic amino-acid decarboxylase - like protein"
mips_01_20_17
mips_01_20_17_03
mips_01_20_50
mips_03_01_05
at_At4g31990 mips_01_01_01_01 "aspartate aminotransferase"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_26
mips_40_26_03
at_At4g33680 mips_01_01_01_07 "unknown protein"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_63_21
mips_63_21_17
at_At4g37930 - mips_01_01 "glycine hydroxymethyltransferase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_01_03_01
mips_01_06
mips_01_06_10
mips_40_16
at_At4g39660 mips_01_01_10 "alanine:glyoxylate aminotransferase 2 homolog (AGT2)"
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07_01
mips_01_20_50
mips_20_25_01
mips_20_25_01_01
at_At5g04620 - mips_01_01 "8-amino-7-oxononanoate synthase - like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_07
mips_01_06_01
mips_01_07
mips_01_07_01
mips_01_20_37
mips_25_05_25
mips_30_02
mips_40_07
at_At5g11520 mips_01_01 "aspartate aminotransferase (Asp3)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_03_01
mips_02
mips_01_02
mips_01_02_01
mips_01_02_01_09
mips_01_02_01_09_01
mips_01_02_99
mips_01_20
mips_01_20_17
mips_01_20_17_03
mips_01_20_27
mips_02_10
mips_40_16
mips_40_26
mips_40_26_03
at_At5g17330 - mips_01_01_10_01 "glutamate decarboxylase 1 (GAD 1) (sp|Q42521)"
mips_01_01_10_01_04
mips_01_06_04
at_At5g26600 mips_01_01_01_11 "putative protein"
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_04_03
mips_04_03_03
mips_04_03_06
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_63_21
mips_63_21_17
at_At5g36160 mips_01_01 "tyrosine aminotransferase like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At5g53970 mips_01_01 "tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_40_16
at_At5g65800 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase ACS5 (pir||S71174)"
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
Training Accuracy: 23/33 (69.70%)
Training Frequency class 'mips_01_02': 124/4488 (2.76%)
Evaluation on validation data (2239 items):
at_At1g27980 - mips_01_01_01_01 "putative protein"
mips_01_01_01_01_02
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_06_04
at_At1g33320 mips_01 "cystathionine gamma-synthase, putative"
mips_01_01
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_07_04
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
mips_40_03
at_At1g65960 - mips_01_01_01_11 "putative protein"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
at_At1g80360 mips_01_01 "putative aspartate aminotransferase"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_25
mips_01_20_35
mips_63_21
mips_63_21_17
at_At2g13810 mips_01_01_01_07 "putative aspartate aminotransferase"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At2g17630 - mips_01_01 "putative phosphoserine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_07
mips_01_07_01
mips_02_16
mips_02_16_17
mips_02_16_17_01
mips_02_19
at_At2g20610 mips_01_01 "putative tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_17
mips_01_20_50
mips_11_07
mips_11_07_03
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_63_11
at_At2g24850 mips_01_01 "putative tyrosine aminotransferase"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_14_20
mips_20_20
mips_20_20_18
mips_63_21
mips_63_21_17
at_At3g17760 - mips_01_01_01_01 "glutamate decarboxylase, putative"
mips_01_01_01_01_02
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_04
mips_03_01_05
mips_03_01_05_01
mips_13_03
mips_13_03_01
at_At3g22200 mips_01_01 "aminotransferase like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07
mips_01_07_01
mips_01_20_17
mips_01_20_50
mips_20_25
mips_20_25_01
mips_20_25_01_01
at_At3g57050 mips_01_01_01_07 "putative cystathionine beta-lyase (CBL) precursor protein"
mips_01_01_01_07_04
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
at_At4g11280 mips_01_01_01_07 "ACC synthase (AtACS-6)"
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_14_20
mips_20_20
mips_20_20_18
at_At4g33010 - mips_01_01_01_11 "P-Protein - like protein"
mips_01_01_10_05
mips_01_01_10_05_04
at_At4g35630 - mips_01_01_01_11 "phosphoserine aminotransferase"
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_07_01
mips_02_16
mips_02_16_17
mips_02_16_17_01
mips_02_19
at_At4g36480 - mips_01_01_01_07 "serine palmitoyltransferase (AtLCB1)"
mips_01_07_01
at_At5g26780 - mips_01_01 "glycine hydroxymethyltransferase - like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_01_03_01
mips_01_05
mips_01_06
mips_01_06_10
mips_40_03
mips_40_16
at_At5g57590 mips_01_01_01_01 "adenosylmethionine-8-amino-7-oxononanoate aminotransferase-like protein"
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07_01
mips_13_03_01
Validation Accuracy: 9/17 (52.94%)
Validation Frequency class 'mips_01_02': 82/2239 (3.66%)
Evaluation on propertest data (3463 items):
at_At1g08490 - mips_01_01_01 "NIFS like protein CpNifsp precursor (NIFS)"
mips_01_01_01_11
mips_01_01_10_05
mips_01_07
mips_04_03
mips_04_03_03
mips_04_03_06
mips_13
mips_13_01_01
mips_13_01_01_01
mips_63_21
mips_63_21_17
at_At1g16540 mips_01_01_01_11 "molybdenum cofactor sulfurase"
mips_01_01_10
mips_01_01_10_05
mips_01_02
mips_01_07_01
mips_04_03
mips_04_03_03
mips_13_01
mips_13_01_01
mips_13_01_01_01
mips_13_05
mips_63_21
mips_63_21_17
at_At1g17290 mips_01_01 "alanine aminotransferase (ALAAT1)"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_02
mips_01_02
mips_01_02_01
mips_01_20
mips_02_01
mips_20
mips_20_20
mips_20_20_18
mips_40_03
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g22020 - mips_01_01 "hypothetical protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_01_11_01
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_01_03_01
mips_01_06
mips_01_06_10
mips_40_16
at_At1g23310 mips_01_01 "putative alanine aminotransferase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_01_10
mips_01_02
mips_01_02_01
mips_02_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47
mips_47_03
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g34040 mips_01_01_01 "putative protein"
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_04
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
mips_63_21
mips_63_21_17
at_At1g36370 - mips_01_01_01_11 "hydroxymethyltransferase like protein"
mips_01_01_10
mips_01_01_10_05
mips_01_03_01
mips_01_06_10
at_At1g43710 - mips_01_01_01_11 "putative histidine decarboxylase"
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_08
mips_01_20_17_03
mips_01_20_50
mips_03_01_05_01
at_At1g64660 mips_01_01_01_07 "similar to O-succinylhomoserine sulfhydrylase"
mips_01_01_01_07_04
mips_01_01_01_11
mips_01_01_01_11_03
mips_01_01_10
mips_01_01_10_03
mips_01_01_10_05
mips_01_02
at_At1g71920 mips_01_01_01_07 "putative histidinol-phosphate aminotransferase"
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
at_At1g72330 mips_01_01_01 "alanine aminotransferase (ALAAT2)"
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_01_07
mips_01_01_01_07_01
mips_01_01_01_15
mips_01_01_01_15_01
mips_01_02_01
mips_01_20_99
mips_02_01
mips_45
mips_45_03
mips_45_03_12
mips_45_03_12_01
mips_47_03_03
mips_47_03_03_01
mips_47_03_07
mips_47_03_07_01
mips_47_03_11
mips_47_03_11_07
mips_63_11
mips_63_21
mips_63_21_17
at_At1g80600 mips_01_01 "acetylornithine transaminase like protein"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_03
mips_01_01_01_03
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_01_03
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_17
mips_01_20_50
mips_13
mips_13_11
mips_20
mips_20_25
mips_20_25_01
mips_20_25_01_01
mips_40_03
mips_40_16
at_At2g26080 - mips_01_01_01_11 "putative glycine dehydrogenase"
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_04
at_At2g38400 mips_01_01 "putative beta-alanine-pyruvate aminotransferase"
mips_01_01_01
mips_01_01_01_01
mips_01_01_01_01_02
mips_01_01_01_01_02_05
mips_01_01_99
mips_01_02
mips_01_02_01
mips_01_07
mips_01_07_01
mips_01_20_17
mips_01_20_50
mips_20_25
mips_20_25_01
mips_20_25_01_01
at_At3g48780 - mips_01_07_01 "serine palmitoyltransferase-like protein"
mips_25_05_25
mips_30_02
at_At3g49700 mips_01 "1-aminocyclopropane-1-carboxylate synthase -like protein"
mips_01_01
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
mips_98
at_At3g61510 mips_01_01_01_07 "1-aminocyclopropane-1-carboxylate synthase-like protein"
mips_01_01_01_11
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_99
mips_10
mips_14_20
mips_20_20
mips_20_20_18
at_At4g23590 mips_01_01_01_11 "tyrosine transaminase like protein"
mips_01_01_01_11_09
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_14_20
mips_20_20
mips_20_20_18
at_At4g23600 mips_01_01_01_11 "tyrosine transaminase like protein"
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20_23
mips_01_20_25
mips_01_20_35
at_At4g28420 mips_01_01 "tyrosine transaminase-like protein"
mips_01_01_01
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_17
mips_01_20_50
mips_40_16
mips_47
mips_47_03
mips_47_03_07
mips_47_03_07_01
mips_63_11
mips_63_21
mips_63_21_17
at_At4g32520 - mips_01_01_01 "glycine hydroxymethyltransferase (EC 2.1.2.1) - like protein"
mips_01_01_01_11
mips_01_01_10
mips_01_01_10_05
mips_01_03
mips_02
mips_01_03_01
mips_01_06
mips_01_06_10
mips_02_13
mips_40_16
at_At4g37770 mips_01_01 "1-aminocyclopropane-1-carboxylate synthase - like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_02
mips_01_02_01
mips_01_20
mips_01_20_23
mips_01_20_99
mips_10_01
mips_10_01_01
mips_14
mips_20
mips_14_20
mips_20_20
mips_20_20_18
at_At5g10330 mips_01_01 "histidinol-phosphate aminotransferase-like protein"
mips_01_01_01
mips_01_01_01_07
mips_01_01_01_11
mips_01_01_01_11_09
mips_01_01_01_11_11
mips_01_01_01_11_13
mips_01_01_01_11_15
mips_01_01_10
mips_01_01_10_01
mips_01_01_10_03
mips_01_01_10_05
mips_01_01_10_05_05
mips_01_01_10_05_06
mips_01_02
mips_01_02_01
at_At5g19550 mips_01_01 "aspartate aminotransferase Asp2"