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stree_datasets/report.csv
Ricardo Montañana 6d68c81920 Remove rotated clfs from analysis of trees
Add test ouput of wodt with aaai datasets
2021-03-18 12:03:15 +01:00

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CSV

dataset, classifier, accuracy
balance-scale, stree, 0.9488
balance-scale, wodt, 0.86016
balance-scale, j48svm, 0.94128
balance-scale, oc1, 0.9192
balance-scale, cart, 0.57312
balance-scale, baseRaF, 0.790543
balloons, stree, 0.866667
balloons, wodt, 0.626667
balloons, j48svm, 0.511667
balloons, oc1, 0.62
balloons, cart, 0.683333
balloons, baseRaF, 0.5375
breast-cancer-wisc-diag, stree, 0.978932
breast-cancer-wisc-diag, wodt, 0.962546
breast-cancer-wisc-diag, j48svm, 0.956397
breast-cancer-wisc-diag, oc1, 0.933477
breast-cancer-wisc-diag, cart, 0.933925
breast-cancer-wisc-diag, baseRaF, 0.94808
breast-cancer-wisc-prog, stree, 0.828462
breast-cancer-wisc-prog, wodt, 0.689654
breast-cancer-wisc-prog, j48svm, 0.697013
breast-cancer-wisc-prog, oc1, 0.71
breast-cancer-wisc-prog, cart, 0.749462
breast-cancer-wisc-prog, baseRaF, 0.70087
breast-cancer-wisc, stree, 0.965694
breast-cancer-wisc, wodt, 0.936199
breast-cancer-wisc, j48svm, 0.967529
breast-cancer-wisc, oc1, 0.940194
breast-cancer-wisc, cart, 0.937074
breast-cancer-wisc, baseRaF, 0.946961
breast-cancer, stree, 0.730853
breast-cancer, wodt, 0.619673
breast-cancer, j48svm, 0.712976
breast-cancer, oc1, 0.649728
breast-cancer, cart, 0.637205
breast-cancer, baseRaF, 0.685839
cardiotocography-10clases, stree, 0.666522
cardiotocography-10clases, wodt, 0.627577
cardiotocography-10clases, j48svm, 0.832552
cardiotocography-10clases, oc1, 0.795528
cardiotocography-10clases, cart, 0.716373
cardiotocography-10clases, baseRaF, 0.679912
cardiotocography-3clases, stree, 0.848074
cardiotocography-3clases, wodt, 0.803063
cardiotocography-3clases, j48svm, 0.9278
cardiotocography-3clases, oc1, 0.899811
cardiotocography-3clases, cart, 0.844726
cardiotocography-3clases, baseRaF, 0.880937
conn-bench-sonar-mines-rocks, stree, 0.597433
conn-bench-sonar-mines-rocks, wodt, 0.649501
conn-bench-sonar-mines-rocks, j48svm, 0.728897
conn-bench-sonar-mines-rocks, oc1, 0.710798
conn-bench-sonar-mines-rocks, cart, 0.630511
conn-bench-sonar-mines-rocks, baseRaF, 0.727885
cylinder-bands, stree, 0.628081
cylinder-bands, wodt, 0.570849
cylinder-bands, j48svm, 0.736126
cylinder-bands, oc1, 0.67106
cylinder-bands, cart, 0.583602
cylinder-bands, baseRaF, 0.647188
dermatology, stree, 0.975454
dermatology, wodt, 0.951925
dermatology, j48svm, 0.955472
dermatology, oc1, 0.916087
dermatology, cart, 0.918064
dermatology, baseRaF, 0.886384
echocardiogram, stree, 0.82094
echocardiogram, wodt, 0.723077
echocardiogram, j48svm, 0.835726
echocardiogram, oc1, 0.748291
echocardiogram, cart, 0.757493
echocardiogram, baseRaF, 0.775732
fertility, stree, 0.88
fertility, wodt, 0.763
fertility, j48svm, 0.864
fertility, oc1, 0.793
fertility, cart, 0.752
fertility, baseRaF, 0.837
haberman-survival, stree, 0.764675
haberman-survival, wodt, 0.647827
haberman-survival, j48svm, 0.708847
haberman-survival, oc1, 0.651634
haberman-survival, cart, 0.640899
haberman-survival, baseRaF, 0.733443
heart-hungarian, stree, 0.829924
heart-hungarian, wodt, 0.758328
heart-hungarian, j48svm, 0.785061
heart-hungarian, oc1, 0.758298
heart-hungarian, cart, 0.731297
heart-hungarian, baseRaF, 0.778289
hepatitis, stree, 0.83871
hepatitis, wodt, 0.774839
hepatitis, j48svm, 0.761935
hepatitis, oc1, 0.756774
hepatitis, cart, 0.766452
hepatitis, baseRaF, 0.764477
ilpd-indian-liver, stree, 0.742691
ilpd-indian-liver, wodt, 0.650159
ilpd-indian-liver, j48svm, 0.692116
ilpd-indian-liver, oc1, 0.660139
ilpd-indian-liver, cart, 0.653587
ilpd-indian-liver, baseRaF, 0.698181
ionosphere, stree, 0.948732
ionosphere, wodt, 0.857328
ionosphere, j48svm, 0.891445
ionosphere, oc1, 0.879742
ionosphere, cart, 0.876125
ionosphere, baseRaF, 0.87236
iris, stree, 0.98
iris, wodt, 0.96
iris, j48svm, 0.941333
iris, oc1, 0.948
iris, cart, 0.956667
iris, baseRaF, 0.944726
led-display, stree, 0.7071
led-display, wodt, 0.7053
led-display, j48svm, 0.7177
led-display, oc1, 0.6993
led-display, cart, 0.7073
led-display, baseRaF, 0.56058
libras, stree, 0.761111
libras, wodt, 0.671111
libras, j48svm, 0.664167
libras, oc1, 0.645
libras, cart, 0.555556
libras, baseRaF, 0.657278
low-res-spect, stree, 0.879492
low-res-spect, wodt, 0.845585
low-res-spect, j48svm, 0.831852
low-res-spect, oc1, 0.824671
low-res-spect, cart, 0.826327
low-res-spect, baseRaF, 0.765601
lymphography, stree, 0.864828
lymphography, wodt, 0.784598
lymphography, j48svm, 0.772552
lymphography, oc1, 0.734634
lymphography, cart, 0.79331
lymphography, baseRaF, 0.718919
mammographic, stree, 0.819062
mammographic, wodt, 0.76379
mammographic, j48svm, 0.816863
mammographic, oc1, 0.768805
mammographic, cart, 0.766706
mammographic, baseRaF, 0.802937
molec-biol-promoter, stree, 0.810822
molec-biol-promoter, wodt, 0.741905
molec-biol-promoter, j48svm, 0.785455
molec-biol-promoter, oc1, 0.734805
molec-biol-promoter, cart, 0.739437
molec-biol-promoter, baseRaF, 0.644409
musk-1, stree, 0.75432
musk-1, wodt, 0.734763
musk-1, j48svm, 0.806143
musk-1, oc1, 0.776401
musk-1, cart, 0.683419
musk-1, baseRaF, 0.764916
oocytes_merluccius_nucleus_4d, stree, 0.812142
oocytes_merluccius_nucleus_4d, wodt, 0.723538
oocytes_merluccius_nucleus_4d, j48svm, 0.740807
oocytes_merluccius_nucleus_4d, oc1, 0.743199
oocytes_merluccius_nucleus_4d, cart, 0.706999
oocytes_merluccius_nucleus_4d, baseRaF, 0.743156
oocytes_merluccius_states_2f, stree, 0.921688
oocytes_merluccius_states_2f, wodt, 0.884993
oocytes_merluccius_states_2f, j48svm, 0.900002
oocytes_merluccius_states_2f, oc1, 0.889223
oocytes_merluccius_states_2f, cart, 0.877563
oocytes_merluccius_states_2f, baseRaF, 0.87948
oocytes_trisopterus_nucleus_2f, stree, 0.747691
oocytes_trisopterus_nucleus_2f, wodt, 0.654345
oocytes_trisopterus_nucleus_2f, j48svm, 0.755697
oocytes_trisopterus_nucleus_2f, oc1, 0.747697
oocytes_trisopterus_nucleus_2f, cart, 0.704823
oocytes_trisopterus_nucleus_2f, baseRaF, 0.721601
oocytes_trisopterus_states_5b, stree, 0.845361
oocytes_trisopterus_states_5b, wodt, 0.769139
oocytes_trisopterus_states_5b, j48svm, 0.885075
oocytes_trisopterus_states_5b, oc1, 0.86393
oocytes_trisopterus_states_5b, cart, 0.757974
oocytes_trisopterus_states_5b, baseRaF, 0.862434
parkinsons, stree, 0.835897
parkinsons, wodt, 0.811795
parkinsons, j48svm, 0.859487
parkinsons, oc1, 0.865641
parkinsons, cart, 0.725128
parkinsons, baseRaF, 0.847298
pima, stree, 0.780002
pima, wodt, 0.697832
pima, j48svm, 0.748314
pima, oc1, 0.693027
pima, cart, 0.712883
pima, baseRaF, 0.70849
pittsburg-bridges-MATERIAL, stree, 0.886147
pittsburg-bridges-MATERIAL, wodt, 0.762208
pittsburg-bridges-MATERIAL, j48svm, 0.84645
pittsburg-bridges-MATERIAL, oc1, 0.81026
pittsburg-bridges-MATERIAL, cart, 0.730087
pittsburg-bridges-MATERIAL, baseRaF, 0.800316
pittsburg-bridges-REL-L, stree, 0.578143
pittsburg-bridges-REL-L, wodt, 0.574429
pittsburg-bridges-REL-L, j48svm, 0.653571
pittsburg-bridges-REL-L, oc1, 0.604957
pittsburg-bridges-REL-L, cart, 0.581762
pittsburg-bridges-REL-L, baseRaF, 0.623964
pittsburg-bridges-SPAN, stree, 0.677193
pittsburg-bridges-SPAN, wodt, 0.529357
pittsburg-bridges-SPAN, j48svm, 0.626784
pittsburg-bridges-SPAN, oc1, 0.579333
pittsburg-bridges-SPAN, cart, 0.536023
pittsburg-bridges-SPAN, baseRaF, 0.593913
pittsburg-bridges-T-OR-D, stree, 0.902381
pittsburg-bridges-T-OR-D, wodt, 0.79
pittsburg-bridges-T-OR-D, j48svm, 0.835619
pittsburg-bridges-T-OR-D, oc1, 0.831545
pittsburg-bridges-T-OR-D, cart, 0.721667
pittsburg-bridges-T-OR-D, baseRaF, 0.841081
planning, stree, 0.725525
planning, wodt, 0.552192
planning, j48svm, 0.711246
planning, oc1, 0.566988
planning, cart, 0.574384
planning, baseRaF, 0.626404
post-operative, stree, 0.722222
post-operative, wodt, 0.56
post-operative, j48svm, 0.692222
post-operative, oc1, 0.542222
post-operative, cart, 0.586667
post-operative, baseRaF, 0.669413
seeds, stree, 0.949048
seeds, wodt, 0.925238
seeds, j48svm, 0.912381
seeds, oc1, 0.932381
seeds, cart, 0.879524
seeds, baseRaF, 0.904209
statlog-australian-credit, stree, 0.678116
statlog-australian-credit, wodt, 0.571739
statlog-australian-credit, j48svm, 0.655652
statlog-australian-credit, oc1, 0.573913
statlog-australian-credit, cart, 0.606377
statlog-australian-credit, baseRaF, 0.678261
statlog-german-credit, stree, 0.7472
statlog-german-credit, wodt, 0.6878
statlog-german-credit, j48svm, 0.7261
statlog-german-credit, oc1, 0.6874
statlog-german-credit, cart, 0.6834
statlog-german-credit, baseRaF, 0.69528
statlog-heart, stree, 0.848148
statlog-heart, wodt, 0.773333
statlog-heart, j48svm, 0.815556
statlog-heart, oc1, 0.749259
statlog-heart, cart, 0.758519
statlog-heart, baseRaF, 0.767883
statlog-image, stree, 0.959307
statlog-image, wodt, 0.955671
statlog-image, j48svm, 0.966797
statlog-image, oc1, 0.95013
statlog-image, cart, 0.963377
statlog-image, baseRaF, 0.825938
statlog-vehicle, stree, 0.801413
statlog-vehicle, wodt, 0.731811
statlog-vehicle, j48svm, 0.730389
statlog-vehicle, oc1, 0.708496
statlog-vehicle, cart, 0.728592
statlog-vehicle, baseRaF, 0.683698
synthetic-control, stree, 0.971667
synthetic-control, wodt, 0.979
synthetic-control, j48svm, 0.921667
synthetic-control, oc1, 0.863167
synthetic-control, cart, 0.906333
synthetic-control, baseRaF, 0.8999
tic-tac-toe, stree, 0.987435
tic-tac-toe, wodt, 0.849967
tic-tac-toe, j48svm, 0.983301
tic-tac-toe, oc1, 0.91849
tic-tac-toe, cart, 0.836177
tic-tac-toe, baseRaF, 0.836562
vertebral-column-2clases, stree, 0.829032
vertebral-column-2clases, wodt, 0.793548
vertebral-column-2clases, j48svm, 0.850645
vertebral-column-2clases, oc1, 0.815161
vertebral-column-2clases, cart, 0.775161
vertebral-column-2clases, baseRaF, 0.794591
wine, stree, 0.977778
wine, wodt, 0.968079
wine, j48svm, 0.983778
wine, oc1, 0.916165
wine, cart, 0.897524
wine, baseRaF, 0.923513
zoo, stree, 0.96
zoo, wodt, 0.945
zoo, j48svm, 0.920857
zoo, oc1, 0.890952
zoo, cart, 0.958
zoo, baseRaF, 0.8861