mirror of
https://github.com/Doctorado-ML/Stree_datasets.git
synced 2025-08-15 15:36:01 +00:00
Remove rotated clfs from analysis of trees
Add test ouput of wodt with aaai datasets
This commit is contained in:
@@ -12,12 +12,10 @@ models_tree = [
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"oc1",
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"oc1",
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"cart",
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"cart",
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"baseRaF",
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"baseRaF",
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"baseRoF",
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"baseRRoF",
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]
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]
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models_ensemble = ["odte", "adaBoost", "bagging", "TBRaF", "TBRoF", "TBRRoF"]
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models_ensemble = ["odte", "adaBoost", "bagging", "TBRaF", "TBRoF", "TBRRoF"]
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title = "Best model results"
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title = "Best model results"
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lengths = (30, 9, 11, 11, 11, 11, 11, 11, 11, 11)
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lengths = (30, 9, 11, 11, 11, 11, 11, 11)
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def parse_arguments() -> Tuple[str, str, str, bool, bool]:
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def parse_arguments() -> Tuple[str, str, str, bool, bool]:
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196
report.csv
196
report.csv
@@ -4,390 +4,292 @@ balance-scale, wodt, 0.86016
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balance-scale, j48svm, 0.94128
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balance-scale, j48svm, 0.94128
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balance-scale, oc1, 0.9192
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balance-scale, oc1, 0.9192
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balance-scale, cart, 0.57312
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balance-scale, cart, 0.57312
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balance-scale, baseRaF, 0.717285
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balance-scale, baseRaF, 0.790543
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balance-scale, baseRoF, 0.788651
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balance-scale, baseRRoF, 0.797369
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balloons, stree, 0.866667
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balloons, stree, 0.866667
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balloons, wodt, 0.626667
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balloons, wodt, 0.626667
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balloons, j48svm, 0.511667
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balloons, j48svm, 0.511667
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balloons, oc1, 0.62
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balloons, oc1, 0.62
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balloons, cart, 0.683333
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balloons, cart, 0.683333
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balloons, baseRaF, 0.61375
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balloons, baseRaF, 0.5375
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balloons, baseRoF, 0.6125
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balloons, baseRRoF, 0.625
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breast-cancer-wisc-diag, stree, 0.978932
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breast-cancer-wisc-diag, stree, 0.978932
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breast-cancer-wisc-diag, wodt, 0.962546
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breast-cancer-wisc-diag, wodt, 0.962546
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breast-cancer-wisc-diag, j48svm, 0.956397
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breast-cancer-wisc-diag, j48svm, 0.956397
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breast-cancer-wisc-diag, oc1, 0.933477
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breast-cancer-wisc-diag, oc1, 0.933477
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breast-cancer-wisc-diag, cart, 0.933925
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breast-cancer-wisc-diag, cart, 0.933925
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breast-cancer-wisc-diag, baseRaF, 0.955887
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breast-cancer-wisc-diag, baseRaF, 0.94808
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breast-cancer-wisc-diag, baseRoF, 0.972335
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breast-cancer-wisc-diag, baseRRoF, 0.940946
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breast-cancer-wisc-prog, stree, 0.828462
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breast-cancer-wisc-prog, stree, 0.828462
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breast-cancer-wisc-prog, wodt, 0.689654
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breast-cancer-wisc-prog, wodt, 0.689654
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breast-cancer-wisc-prog, j48svm, 0.697013
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breast-cancer-wisc-prog, j48svm, 0.697013
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breast-cancer-wisc-prog, oc1, 0.71
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breast-cancer-wisc-prog, oc1, 0.71
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breast-cancer-wisc-prog, cart, 0.749462
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breast-cancer-wisc-prog, cart, 0.749462
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breast-cancer-wisc-prog, baseRaF, 0.718709
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breast-cancer-wisc-prog, baseRaF, 0.70087
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breast-cancer-wisc-prog, baseRoF, 0.79425
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breast-cancer-wisc-prog, baseRRoF, 0.703902
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breast-cancer-wisc, stree, 0.965694
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breast-cancer-wisc, stree, 0.965694
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breast-cancer-wisc, wodt, 0.936199
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breast-cancer-wisc, wodt, 0.936199
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breast-cancer-wisc, j48svm, 0.967529
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breast-cancer-wisc, j48svm, 0.967529
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breast-cancer-wisc, oc1, 0.940194
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breast-cancer-wisc, oc1, 0.940194
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breast-cancer-wisc, cart, 0.937074
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breast-cancer-wisc, cart, 0.937074
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breast-cancer-wisc, baseRaF, 0.938765
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breast-cancer-wisc, baseRaF, 0.946961
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breast-cancer-wisc, baseRoF, 0.962238
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breast-cancer-wisc, baseRRoF, 0.952484
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breast-cancer, stree, 0.730853
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breast-cancer, stree, 0.730853
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breast-cancer, wodt, 0.619673
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breast-cancer, wodt, 0.619673
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breast-cancer, j48svm, 0.712976
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breast-cancer, j48svm, 0.712976
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breast-cancer, oc1, 0.649728
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breast-cancer, oc1, 0.649728
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breast-cancer, cart, 0.637205
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breast-cancer, cart, 0.637205
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breast-cancer, baseRaF, 0.633768
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breast-cancer, baseRaF, 0.685839
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breast-cancer, baseRoF, 0.721597
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breast-cancer, baseRRoF, 0.719554
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cardiotocography-10clases, stree, 0.666522
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cardiotocography-10clases, stree, 0.666522
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cardiotocography-10clases, wodt, 0.627577
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cardiotocography-10clases, wodt, 0.627577
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cardiotocography-10clases, j48svm, 0.832552
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cardiotocography-10clases, j48svm, 0.832552
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cardiotocography-10clases, oc1, 0.795528
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cardiotocography-10clases, oc1, 0.795528
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cardiotocography-10clases, cart, 0.716373
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cardiotocography-10clases, cart, 0.716373
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cardiotocography-10clases, baseRaF, 0.732909
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cardiotocography-10clases, baseRaF, 0.679912
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cardiotocography-10clases, baseRoF, 0.781182
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cardiotocography-10clases, baseRRoF, 0.657922
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cardiotocography-3clases, stree, 0.848074
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cardiotocography-3clases, stree, 0.848074
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cardiotocography-3clases, wodt, 0.803063
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cardiotocography-3clases, wodt, 0.803063
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cardiotocography-3clases, j48svm, 0.9278
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cardiotocography-3clases, j48svm, 0.9278
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cardiotocography-3clases, oc1, 0.899811
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cardiotocography-3clases, oc1, 0.899811
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cardiotocography-3clases, cart, 0.844726
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cardiotocography-3clases, cart, 0.844726
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cardiotocography-3clases, baseRaF, 0.873838
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cardiotocography-3clases, baseRaF, 0.880937
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cardiotocography-3clases, baseRoF, 0.896471
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cardiotocography-3clases, baseRRoF, 0.876762
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conn-bench-sonar-mines-rocks, stree, 0.597433
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conn-bench-sonar-mines-rocks, stree, 0.597433
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conn-bench-sonar-mines-rocks, wodt, 0.649501
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conn-bench-sonar-mines-rocks, wodt, 0.649501
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conn-bench-sonar-mines-rocks, j48svm, 0.728897
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conn-bench-sonar-mines-rocks, j48svm, 0.728897
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conn-bench-sonar-mines-rocks, oc1, 0.710798
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conn-bench-sonar-mines-rocks, oc1, 0.710798
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conn-bench-sonar-mines-rocks, cart, 0.630511
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conn-bench-sonar-mines-rocks, cart, 0.630511
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conn-bench-sonar-mines-rocks, baseRaF, 0.712788
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conn-bench-sonar-mines-rocks, baseRaF, 0.727885
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conn-bench-sonar-mines-rocks, baseRoF, 0.782115
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conn-bench-sonar-mines-rocks, baseRRoF, 0.734615
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cylinder-bands, stree, 0.628081
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cylinder-bands, stree, 0.628081
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cylinder-bands, wodt, 0.570849
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cylinder-bands, wodt, 0.570849
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cylinder-bands, j48svm, 0.736126
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cylinder-bands, j48svm, 0.736126
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cylinder-bands, oc1, 0.67106
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cylinder-bands, oc1, 0.67106
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cylinder-bands, cart, 0.583602
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cylinder-bands, cart, 0.583602
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cylinder-bands, baseRaF, 0.647422
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cylinder-bands, baseRaF, 0.647188
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cylinder-bands, baseRoF, 0.713008
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cylinder-bands, baseRRoF, 0.654297
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dermatology, stree, 0.975454
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dermatology, stree, 0.975454
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dermatology, wodt, 0.951925
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dermatology, wodt, 0.951925
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dermatology, j48svm, 0.955472
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dermatology, j48svm, 0.955472
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dermatology, oc1, 0.916087
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dermatology, oc1, 0.916087
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dermatology, cart, 0.918064
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dermatology, cart, 0.918064
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dermatology, baseRaF, 0.957157
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dermatology, baseRaF, 0.886384
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dermatology, baseRoF, 0.972944
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dermatology, baseRRoF, 0.851879
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echocardiogram, stree, 0.82094
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echocardiogram, stree, 0.82094
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echocardiogram, wodt, 0.723077
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echocardiogram, wodt, 0.723077
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echocardiogram, j48svm, 0.835726
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echocardiogram, j48svm, 0.835726
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echocardiogram, oc1, 0.748291
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echocardiogram, oc1, 0.748291
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echocardiogram, cart, 0.757493
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echocardiogram, cart, 0.757493
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echocardiogram, baseRaF, 0.728272
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echocardiogram, baseRaF, 0.775732
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echocardiogram, baseRoF, 0.831094
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echocardiogram, baseRRoF, 0.793482
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fertility, stree, 0.88
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fertility, stree, 0.88
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fertility, wodt, 0.763
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fertility, wodt, 0.763
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fertility, j48svm, 0.864
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fertility, j48svm, 0.864
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fertility, oc1, 0.793
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fertility, oc1, 0.793
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fertility, cart, 0.752
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fertility, cart, 0.752
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fertility, baseRaF, 0.7724
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fertility, baseRaF, 0.837
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fertility, baseRoF, 0.88
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fertility, baseRRoF, 0.832
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haberman-survival, stree, 0.764675
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haberman-survival, stree, 0.764675
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haberman-survival, wodt, 0.647827
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haberman-survival, wodt, 0.647827
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haberman-survival, j48svm, 0.708847
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haberman-survival, j48svm, 0.708847
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haberman-survival, oc1, 0.651634
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haberman-survival, oc1, 0.651634
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haberman-survival, cart, 0.640899
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haberman-survival, cart, 0.640899
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haberman-survival, baseRaF, 0.709536
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haberman-survival, baseRaF, 0.733443
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haberman-survival, baseRoF, 0.736051
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haberman-survival, baseRRoF, 0.729706
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heart-hungarian, stree, 0.829924
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heart-hungarian, stree, 0.829924
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heart-hungarian, wodt, 0.758328
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heart-hungarian, wodt, 0.758328
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heart-hungarian, j48svm, 0.785061
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heart-hungarian, j48svm, 0.785061
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heart-hungarian, oc1, 0.758298
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heart-hungarian, oc1, 0.758298
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heart-hungarian, cart, 0.731297
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heart-hungarian, cart, 0.731297
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heart-hungarian, baseRaF, 0.763593
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heart-hungarian, baseRaF, 0.778289
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heart-hungarian, baseRoF, 0.805736
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heart-hungarian, baseRRoF, 0.770639
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hepatitis, stree, 0.83871
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hepatitis, stree, 0.83871
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hepatitis, wodt, 0.774839
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hepatitis, wodt, 0.774839
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hepatitis, j48svm, 0.761935
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hepatitis, j48svm, 0.761935
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hepatitis, oc1, 0.756774
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hepatitis, oc1, 0.756774
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hepatitis, cart, 0.766452
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hepatitis, cart, 0.766452
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hepatitis, baseRaF, 0.774124
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hepatitis, baseRaF, 0.764477
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hepatitis, baseRoF, 0.806804
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hepatitis, baseRRoF, 0.77991
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ilpd-indian-liver, stree, 0.742691
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ilpd-indian-liver, stree, 0.742691
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ilpd-indian-liver, wodt, 0.650159
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ilpd-indian-liver, wodt, 0.650159
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ilpd-indian-liver, j48svm, 0.692116
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ilpd-indian-liver, j48svm, 0.692116
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ilpd-indian-liver, oc1, 0.660139
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ilpd-indian-liver, oc1, 0.660139
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ilpd-indian-liver, cart, 0.653587
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ilpd-indian-liver, cart, 0.653587
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ilpd-indian-liver, baseRaF, 0.662009
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ilpd-indian-liver, baseRaF, 0.698181
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ilpd-indian-liver, baseRoF, 0.707702
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ilpd-indian-liver, baseRRoF, 0.696055
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ionosphere, stree, 0.948732
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ionosphere, stree, 0.948732
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ionosphere, wodt, 0.857328
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ionosphere, wodt, 0.857328
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ionosphere, j48svm, 0.891445
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ionosphere, j48svm, 0.891445
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ionosphere, oc1, 0.879742
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ionosphere, oc1, 0.879742
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ionosphere, cart, 0.876125
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ionosphere, cart, 0.876125
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ionosphere, baseRaF, 0.856603
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ionosphere, baseRaF, 0.87236
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ionosphere, baseRoF, 0.90722
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ionosphere, baseRRoF, 0.878506
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iris, stree, 0.98
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iris, stree, 0.98
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iris, wodt, 0.96
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iris, wodt, 0.96
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iris, j48svm, 0.941333
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iris, j48svm, 0.941333
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iris, oc1, 0.948
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iris, oc1, 0.948
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iris, cart, 0.956667
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iris, cart, 0.956667
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iris, baseRaF, 0.950468
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iris, baseRaF, 0.944726
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iris, baseRoF, 0.976327
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iris, baseRRoF, 0.909217
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led-display, stree, 0.7071
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led-display, stree, 0.7071
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led-display, wodt, 0.7053
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led-display, wodt, 0.7053
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led-display, j48svm, 0.7177
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led-display, j48svm, 0.7177
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led-display, oc1, 0.6993
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led-display, oc1, 0.6993
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led-display, cart, 0.7073
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led-display, cart, 0.7073
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led-display, baseRaF, 0.6784
|
led-display, baseRaF, 0.56058
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led-display, baseRoF, 0.69908
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led-display, baseRRoF, 0.5002
|
|
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libras, stree, 0.761111
|
libras, stree, 0.761111
|
||||||
libras, wodt, 0.671111
|
libras, wodt, 0.671111
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||||||
libras, j48svm, 0.664167
|
libras, j48svm, 0.664167
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||||||
libras, oc1, 0.645
|
libras, oc1, 0.645
|
||||||
libras, cart, 0.555556
|
libras, cart, 0.555556
|
||||||
libras, baseRaF, 0.565944
|
libras, baseRaF, 0.657278
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||||||
libras, baseRoF, 0.753722
|
|
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libras, baseRRoF, 0.684444
|
|
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low-res-spect, stree, 0.879492
|
low-res-spect, stree, 0.879492
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low-res-spect, wodt, 0.845585
|
low-res-spect, wodt, 0.845585
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low-res-spect, j48svm, 0.831852
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low-res-spect, j48svm, 0.831852
|
||||||
low-res-spect, oc1, 0.824671
|
low-res-spect, oc1, 0.824671
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||||||
low-res-spect, cart, 0.826327
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low-res-spect, cart, 0.826327
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low-res-spect, baseRaF, 0.748946
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low-res-spect, baseRaF, 0.765601
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low-res-spect, baseRoF, 0.867385
|
|
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low-res-spect, baseRRoF, 0.826734
|
|
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lymphography, stree, 0.864828
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lymphography, stree, 0.864828
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lymphography, wodt, 0.784598
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lymphography, wodt, 0.784598
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||||||
lymphography, j48svm, 0.772552
|
lymphography, j48svm, 0.772552
|
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lymphography, oc1, 0.734634
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lymphography, oc1, 0.734634
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lymphography, cart, 0.79331
|
lymphography, cart, 0.79331
|
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lymphography, baseRaF, 0.703378
|
lymphography, baseRaF, 0.718919
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lymphography, baseRoF, 0.774865
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|
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lymphography, baseRRoF, 0.708108
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mammographic, stree, 0.819062
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mammographic, stree, 0.819062
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||||||
mammographic, wodt, 0.76379
|
mammographic, wodt, 0.76379
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||||||
mammographic, j48svm, 0.816863
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mammographic, j48svm, 0.816863
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mammographic, oc1, 0.768805
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mammographic, oc1, 0.768805
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mammographic, cart, 0.766706
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mammographic, cart, 0.766706
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mammographic, baseRaF, 0.76943
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mammographic, baseRaF, 0.802937
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mammographic, baseRoF, 0.81261
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mammographic, baseRRoF, 0.80708
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molec-biol-promoter, stree, 0.810822
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molec-biol-promoter, stree, 0.810822
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molec-biol-promoter, wodt, 0.741905
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molec-biol-promoter, wodt, 0.741905
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||||||
molec-biol-promoter, j48svm, 0.785455
|
molec-biol-promoter, j48svm, 0.785455
|
||||||
molec-biol-promoter, oc1, 0.734805
|
molec-biol-promoter, oc1, 0.734805
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molec-biol-promoter, cart, 0.739437
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molec-biol-promoter, cart, 0.739437
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molec-biol-promoter, baseRaF, 0.664409
|
molec-biol-promoter, baseRaF, 0.644409
|
||||||
molec-biol-promoter, baseRoF, 0.68364
|
|
||||||
molec-biol-promoter, baseRRoF, 0.638736
|
|
||||||
musk-1, stree, 0.75432
|
musk-1, stree, 0.75432
|
||||||
musk-1, wodt, 0.734763
|
musk-1, wodt, 0.734763
|
||||||
musk-1, j48svm, 0.806143
|
musk-1, j48svm, 0.806143
|
||||||
musk-1, oc1, 0.776401
|
musk-1, oc1, 0.776401
|
||||||
musk-1, cart, 0.683419
|
musk-1, cart, 0.683419
|
||||||
musk-1, baseRaF, 0.770462
|
musk-1, baseRaF, 0.764916
|
||||||
musk-1, baseRoF, 0.862227
|
|
||||||
musk-1, baseRRoF, 0.756723
|
|
||||||
oocytes_merluccius_nucleus_4d, stree, 0.812142
|
oocytes_merluccius_nucleus_4d, stree, 0.812142
|
||||||
oocytes_merluccius_nucleus_4d, wodt, 0.723538
|
oocytes_merluccius_nucleus_4d, wodt, 0.723538
|
||||||
oocytes_merluccius_nucleus_4d, j48svm, 0.740807
|
oocytes_merluccius_nucleus_4d, j48svm, 0.740807
|
||||||
oocytes_merluccius_nucleus_4d, oc1, 0.743199
|
oocytes_merluccius_nucleus_4d, oc1, 0.743199
|
||||||
oocytes_merluccius_nucleus_4d, cart, 0.706999
|
oocytes_merluccius_nucleus_4d, cart, 0.706999
|
||||||
oocytes_merluccius_nucleus_4d, baseRaF, 0.776534
|
oocytes_merluccius_nucleus_4d, baseRaF, 0.743156
|
||||||
oocytes_merluccius_nucleus_4d, baseRoF, 0.825376
|
|
||||||
oocytes_merluccius_nucleus_4d, baseRRoF, 0.729155
|
|
||||||
oocytes_merluccius_states_2f, stree, 0.921688
|
oocytes_merluccius_states_2f, stree, 0.921688
|
||||||
oocytes_merluccius_states_2f, wodt, 0.884993
|
oocytes_merluccius_states_2f, wodt, 0.884993
|
||||||
oocytes_merluccius_states_2f, j48svm, 0.900002
|
oocytes_merluccius_states_2f, j48svm, 0.900002
|
||||||
oocytes_merluccius_states_2f, oc1, 0.889223
|
oocytes_merluccius_states_2f, oc1, 0.889223
|
||||||
oocytes_merluccius_states_2f, cart, 0.877563
|
oocytes_merluccius_states_2f, cart, 0.877563
|
||||||
oocytes_merluccius_states_2f, baseRaF, 0.897844
|
oocytes_merluccius_states_2f, baseRaF, 0.87948
|
||||||
oocytes_merluccius_states_2f, baseRoF, 0.919947
|
|
||||||
oocytes_merluccius_states_2f, baseRRoF, 0.880828
|
|
||||||
oocytes_trisopterus_nucleus_2f, stree, 0.747691
|
oocytes_trisopterus_nucleus_2f, stree, 0.747691
|
||||||
oocytes_trisopterus_nucleus_2f, wodt, 0.654345
|
oocytes_trisopterus_nucleus_2f, wodt, 0.654345
|
||||||
oocytes_trisopterus_nucleus_2f, j48svm, 0.755697
|
oocytes_trisopterus_nucleus_2f, j48svm, 0.755697
|
||||||
oocytes_trisopterus_nucleus_2f, oc1, 0.747697
|
oocytes_trisopterus_nucleus_2f, oc1, 0.747697
|
||||||
oocytes_trisopterus_nucleus_2f, cart, 0.704823
|
oocytes_trisopterus_nucleus_2f, cart, 0.704823
|
||||||
oocytes_trisopterus_nucleus_2f, baseRaF, 0.737697
|
oocytes_trisopterus_nucleus_2f, baseRaF, 0.721601
|
||||||
oocytes_trisopterus_nucleus_2f, baseRoF, 0.804846
|
|
||||||
oocytes_trisopterus_nucleus_2f, baseRRoF, 0.712719
|
|
||||||
oocytes_trisopterus_states_5b, stree, 0.845361
|
oocytes_trisopterus_states_5b, stree, 0.845361
|
||||||
oocytes_trisopterus_states_5b, wodt, 0.769139
|
oocytes_trisopterus_states_5b, wodt, 0.769139
|
||||||
oocytes_trisopterus_states_5b, j48svm, 0.885075
|
oocytes_trisopterus_states_5b, j48svm, 0.885075
|
||||||
oocytes_trisopterus_states_5b, oc1, 0.86393
|
oocytes_trisopterus_states_5b, oc1, 0.86393
|
||||||
oocytes_trisopterus_states_5b, cart, 0.757974
|
oocytes_trisopterus_states_5b, cart, 0.757974
|
||||||
oocytes_trisopterus_states_5b, baseRaF, 0.906908
|
oocytes_trisopterus_states_5b, baseRaF, 0.862434
|
||||||
oocytes_trisopterus_states_5b, baseRoF, 0.929803
|
|
||||||
oocytes_trisopterus_states_5b, baseRRoF, 0.866667
|
|
||||||
parkinsons, stree, 0.835897
|
parkinsons, stree, 0.835897
|
||||||
parkinsons, wodt, 0.811795
|
parkinsons, wodt, 0.811795
|
||||||
parkinsons, j48svm, 0.859487
|
parkinsons, j48svm, 0.859487
|
||||||
parkinsons, oc1, 0.865641
|
parkinsons, oc1, 0.865641
|
||||||
parkinsons, cart, 0.725128
|
parkinsons, cart, 0.725128
|
||||||
parkinsons, baseRaF, 0.840263
|
parkinsons, baseRaF, 0.847298
|
||||||
parkinsons, baseRoF, 0.891048
|
|
||||||
parkinsons, baseRRoF, 0.854289
|
|
||||||
pima, stree, 0.780002
|
pima, stree, 0.780002
|
||||||
pima, wodt, 0.697832
|
pima, wodt, 0.697832
|
||||||
pima, j48svm, 0.748314
|
pima, j48svm, 0.748314
|
||||||
pima, oc1, 0.693027
|
pima, oc1, 0.693027
|
||||||
pima, cart, 0.712883
|
pima, cart, 0.712883
|
||||||
pima, baseRaF, 0.686693
|
pima, baseRaF, 0.70849
|
||||||
pima, baseRoF, 0.768464
|
|
||||||
pima, baseRRoF, 0.726302
|
|
||||||
pittsburg-bridges-MATERIAL, stree, 0.886147
|
pittsburg-bridges-MATERIAL, stree, 0.886147
|
||||||
pittsburg-bridges-MATERIAL, wodt, 0.762208
|
pittsburg-bridges-MATERIAL, wodt, 0.762208
|
||||||
pittsburg-bridges-MATERIAL, j48svm, 0.84645
|
pittsburg-bridges-MATERIAL, j48svm, 0.84645
|
||||||
pittsburg-bridges-MATERIAL, oc1, 0.81026
|
pittsburg-bridges-MATERIAL, oc1, 0.81026
|
||||||
pittsburg-bridges-MATERIAL, cart, 0.730087
|
pittsburg-bridges-MATERIAL, cart, 0.730087
|
||||||
pittsburg-bridges-MATERIAL, baseRaF, 0.784766
|
pittsburg-bridges-MATERIAL, baseRaF, 0.800316
|
||||||
pittsburg-bridges-MATERIAL, baseRoF, 0.800495
|
|
||||||
pittsburg-bridges-MATERIAL, baseRRoF, 0.803846
|
|
||||||
pittsburg-bridges-REL-L, stree, 0.578143
|
pittsburg-bridges-REL-L, stree, 0.578143
|
||||||
pittsburg-bridges-REL-L, wodt, 0.574429
|
pittsburg-bridges-REL-L, wodt, 0.574429
|
||||||
pittsburg-bridges-REL-L, j48svm, 0.653571
|
pittsburg-bridges-REL-L, j48svm, 0.653571
|
||||||
pittsburg-bridges-REL-L, oc1, 0.604957
|
pittsburg-bridges-REL-L, oc1, 0.604957
|
||||||
pittsburg-bridges-REL-L, cart, 0.581762
|
pittsburg-bridges-REL-L, cart, 0.581762
|
||||||
pittsburg-bridges-REL-L, baseRaF, 0.567436
|
pittsburg-bridges-REL-L, baseRaF, 0.623964
|
||||||
pittsburg-bridges-REL-L, baseRoF, 0.624271
|
|
||||||
pittsburg-bridges-REL-L, baseRRoF, 0.601357
|
|
||||||
pittsburg-bridges-SPAN, stree, 0.677193
|
pittsburg-bridges-SPAN, stree, 0.677193
|
||||||
pittsburg-bridges-SPAN, wodt, 0.529357
|
pittsburg-bridges-SPAN, wodt, 0.529357
|
||||||
pittsburg-bridges-SPAN, j48svm, 0.626784
|
pittsburg-bridges-SPAN, j48svm, 0.626784
|
||||||
pittsburg-bridges-SPAN, oc1, 0.579333
|
pittsburg-bridges-SPAN, oc1, 0.579333
|
||||||
pittsburg-bridges-SPAN, cart, 0.536023
|
pittsburg-bridges-SPAN, cart, 0.536023
|
||||||
pittsburg-bridges-SPAN, baseRaF, 0.581957
|
pittsburg-bridges-SPAN, baseRaF, 0.593913
|
||||||
pittsburg-bridges-SPAN, baseRoF, 0.64
|
|
||||||
pittsburg-bridges-SPAN, baseRRoF, 0.584783
|
|
||||||
pittsburg-bridges-T-OR-D, stree, 0.902381
|
pittsburg-bridges-T-OR-D, stree, 0.902381
|
||||||
pittsburg-bridges-T-OR-D, wodt, 0.79
|
pittsburg-bridges-T-OR-D, wodt, 0.79
|
||||||
pittsburg-bridges-T-OR-D, j48svm, 0.835619
|
pittsburg-bridges-T-OR-D, j48svm, 0.835619
|
||||||
pittsburg-bridges-T-OR-D, oc1, 0.831545
|
pittsburg-bridges-T-OR-D, oc1, 0.831545
|
||||||
pittsburg-bridges-T-OR-D, cart, 0.721667
|
pittsburg-bridges-T-OR-D, cart, 0.721667
|
||||||
pittsburg-bridges-T-OR-D, baseRaF, 0.810689
|
pittsburg-bridges-T-OR-D, baseRaF, 0.841081
|
||||||
pittsburg-bridges-T-OR-D, baseRoF, 0.865052
|
|
||||||
pittsburg-bridges-T-OR-D, baseRRoF, 0.849259
|
|
||||||
planning, stree, 0.725525
|
planning, stree, 0.725525
|
||||||
planning, wodt, 0.552192
|
planning, wodt, 0.552192
|
||||||
planning, j48svm, 0.711246
|
planning, j48svm, 0.711246
|
||||||
planning, oc1, 0.566988
|
planning, oc1, 0.566988
|
||||||
planning, cart, 0.574384
|
planning, cart, 0.574384
|
||||||
planning, baseRaF, 0.57918
|
planning, baseRaF, 0.626404
|
||||||
planning, baseRoF, 0.712416
|
|
||||||
planning, baseRRoF, 0.61227
|
|
||||||
post-operative, stree, 0.722222
|
post-operative, stree, 0.722222
|
||||||
post-operative, wodt, 0.56
|
post-operative, wodt, 0.56
|
||||||
post-operative, j48svm, 0.692222
|
post-operative, j48svm, 0.692222
|
||||||
post-operative, oc1, 0.542222
|
post-operative, oc1, 0.542222
|
||||||
post-operative, cart, 0.586667
|
post-operative, cart, 0.586667
|
||||||
post-operative, baseRaF, 0.514792
|
post-operative, baseRaF, 0.669413
|
||||||
post-operative, baseRoF, 0.71142
|
|
||||||
post-operative, baseRRoF, 0.705303
|
|
||||||
seeds, stree, 0.949048
|
seeds, stree, 0.949048
|
||||||
seeds, wodt, 0.925238
|
seeds, wodt, 0.925238
|
||||||
seeds, j48svm, 0.912381
|
seeds, j48svm, 0.912381
|
||||||
seeds, oc1, 0.932381
|
seeds, oc1, 0.932381
|
||||||
seeds, cart, 0.879524
|
seeds, cart, 0.879524
|
||||||
seeds, baseRaF, 0.92459
|
seeds, baseRaF, 0.904209
|
||||||
seeds, baseRoF, 0.953494
|
|
||||||
seeds, baseRRoF, 0.790705
|
|
||||||
statlog-australian-credit, stree, 0.678116
|
statlog-australian-credit, stree, 0.678116
|
||||||
statlog-australian-credit, wodt, 0.571739
|
statlog-australian-credit, wodt, 0.571739
|
||||||
statlog-australian-credit, j48svm, 0.655652
|
statlog-australian-credit, j48svm, 0.655652
|
||||||
statlog-australian-credit, oc1, 0.573913
|
statlog-australian-credit, oc1, 0.573913
|
||||||
statlog-australian-credit, cart, 0.606377
|
statlog-australian-credit, cart, 0.606377
|
||||||
statlog-australian-credit, baseRaF, 0.678272
|
statlog-australian-credit, baseRaF, 0.678261
|
||||||
statlog-australian-credit, baseRoF, 0.678273
|
|
||||||
statlog-australian-credit, baseRRoF, 0.678214
|
|
||||||
statlog-german-credit, stree, 0.7472
|
statlog-german-credit, stree, 0.7472
|
||||||
statlog-german-credit, wodt, 0.6878
|
statlog-german-credit, wodt, 0.6878
|
||||||
statlog-german-credit, j48svm, 0.7261
|
statlog-german-credit, j48svm, 0.7261
|
||||||
statlog-german-credit, oc1, 0.6874
|
statlog-german-credit, oc1, 0.6874
|
||||||
statlog-german-credit, cart, 0.6834
|
statlog-german-credit, cart, 0.6834
|
||||||
statlog-german-credit, baseRaF, 0.67332
|
statlog-german-credit, baseRaF, 0.69528
|
||||||
statlog-german-credit, baseRoF, 0.75558
|
|
||||||
statlog-german-credit, baseRRoF, 0.6848
|
|
||||||
statlog-heart, stree, 0.848148
|
statlog-heart, stree, 0.848148
|
||||||
statlog-heart, wodt, 0.773333
|
statlog-heart, wodt, 0.773333
|
||||||
statlog-heart, j48svm, 0.815556
|
statlog-heart, j48svm, 0.815556
|
||||||
statlog-heart, oc1, 0.749259
|
statlog-heart, oc1, 0.749259
|
||||||
statlog-heart, cart, 0.758519
|
statlog-heart, cart, 0.758519
|
||||||
statlog-heart, baseRaF, 0.732019
|
statlog-heart, baseRaF, 0.767883
|
||||||
statlog-heart, baseRoF, 0.826089
|
|
||||||
statlog-heart, baseRRoF, 0.76883
|
|
||||||
statlog-image, stree, 0.959307
|
statlog-image, stree, 0.959307
|
||||||
statlog-image, wodt, 0.955671
|
statlog-image, wodt, 0.955671
|
||||||
statlog-image, j48svm, 0.966797
|
statlog-image, j48svm, 0.966797
|
||||||
statlog-image, oc1, 0.95013
|
statlog-image, oc1, 0.95013
|
||||||
statlog-image, cart, 0.963377
|
statlog-image, cart, 0.963377
|
||||||
statlog-image, baseRaF, 0.929442
|
statlog-image, baseRaF, 0.825938
|
||||||
statlog-image, baseRoF, 0.958705
|
|
||||||
statlog-image, baseRRoF, 0.879948
|
|
||||||
statlog-vehicle, stree, 0.801413
|
statlog-vehicle, stree, 0.801413
|
||||||
statlog-vehicle, wodt, 0.731811
|
statlog-vehicle, wodt, 0.731811
|
||||||
statlog-vehicle, j48svm, 0.730389
|
statlog-vehicle, j48svm, 0.730389
|
||||||
statlog-vehicle, oc1, 0.708496
|
statlog-vehicle, oc1, 0.708496
|
||||||
statlog-vehicle, cart, 0.728592
|
statlog-vehicle, cart, 0.728592
|
||||||
statlog-vehicle, baseRaF, 0.76307
|
statlog-vehicle, baseRaF, 0.683698
|
||||||
statlog-vehicle, baseRoF, 0.80055
|
|
||||||
statlog-vehicle, baseRRoF, 0.663137
|
|
||||||
synthetic-control, stree, 0.971667
|
synthetic-control, stree, 0.971667
|
||||||
synthetic-control, wodt, 0.979
|
synthetic-control, wodt, 0.979
|
||||||
synthetic-control, j48svm, 0.921667
|
synthetic-control, j48svm, 0.921667
|
||||||
synthetic-control, oc1, 0.863167
|
synthetic-control, oc1, 0.863167
|
||||||
synthetic-control, cart, 0.906333
|
synthetic-control, cart, 0.906333
|
||||||
synthetic-control, baseRaF, 0.883767
|
synthetic-control, baseRaF, 0.8999
|
||||||
synthetic-control, baseRoF, 0.980667
|
|
||||||
synthetic-control, baseRRoF, 0.885
|
|
||||||
tic-tac-toe, stree, 0.987435
|
tic-tac-toe, stree, 0.987435
|
||||||
tic-tac-toe, wodt, 0.849967
|
tic-tac-toe, wodt, 0.849967
|
||||||
tic-tac-toe, j48svm, 0.983301
|
tic-tac-toe, j48svm, 0.983301
|
||||||
tic-tac-toe, oc1, 0.91849
|
tic-tac-toe, oc1, 0.91849
|
||||||
tic-tac-toe, cart, 0.836177
|
tic-tac-toe, cart, 0.836177
|
||||||
tic-tac-toe, baseRaF, 0.966285
|
tic-tac-toe, baseRaF, 0.836562
|
||||||
tic-tac-toe, baseRoF, 0.983295
|
|
||||||
tic-tac-toe, baseRRoF, 0.824842
|
|
||||||
vertebral-column-2clases, stree, 0.829032
|
vertebral-column-2clases, stree, 0.829032
|
||||||
vertebral-column-2clases, wodt, 0.793548
|
vertebral-column-2clases, wodt, 0.793548
|
||||||
vertebral-column-2clases, j48svm, 0.850645
|
vertebral-column-2clases, j48svm, 0.850645
|
||||||
vertebral-column-2clases, oc1, 0.815161
|
vertebral-column-2clases, oc1, 0.815161
|
||||||
vertebral-column-2clases, cart, 0.775161
|
vertebral-column-2clases, cart, 0.775161
|
||||||
vertebral-column-2clases, baseRaF, 0.801863
|
vertebral-column-2clases, baseRaF, 0.794591
|
||||||
vertebral-column-2clases, baseRoF, 0.848364
|
|
||||||
vertebral-column-2clases, baseRRoF, 0.803313
|
|
||||||
wine, stree, 0.977778
|
wine, stree, 0.977778
|
||||||
wine, wodt, 0.968079
|
wine, wodt, 0.968079
|
||||||
wine, j48svm, 0.983778
|
wine, j48svm, 0.983778
|
||||||
wine, oc1, 0.916165
|
wine, oc1, 0.916165
|
||||||
wine, cart, 0.897524
|
wine, cart, 0.897524
|
||||||
wine, baseRaF, 0.948582
|
wine, baseRaF, 0.923513
|
||||||
wine, baseRoF, 0.988108
|
|
||||||
wine, baseRRoF, 0.828063
|
|
||||||
zoo, stree, 0.96
|
zoo, stree, 0.96
|
||||||
zoo, wodt, 0.945
|
zoo, wodt, 0.945
|
||||||
zoo, j48svm, 0.920857
|
zoo, j48svm, 0.920857
|
||||||
zoo, oc1, 0.890952
|
zoo, oc1, 0.890952
|
||||||
zoo, cart, 0.958
|
zoo, cart, 0.958
|
||||||
zoo, baseRaF, 0.880069
|
zoo, baseRaF, 0.8861
|
||||||
zoo, baseRoF, 0.946708
|
|
||||||
zoo, baseRRoF, 0.845154
|
|
||||||
|
|
7
testwodt_aaai_output.txt
Normal file
7
testwodt_aaai_output.txt
Normal file
@@ -0,0 +1,7 @@
|
|||||||
|
* Process all datasets set: aaai [-1, 1]: True norm: False std: False
|
||||||
|
5 Fold Cross Validation with 10 random seeds [57, 31, 1714, 17, 23, 79, 83, 97, 7, 1]
|
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|
- breast 0.9435±0.0290
|
||||||
|
- cardiotoc 0.7635±0.0371
|
||||||
|
- cod-rna nan± nan
|
||||||
|
- connect4 nan± nan
|
||||||
|
- covtype
|
Reference in New Issue
Block a user